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feat(verify): sweep sibling shapes, calibrate replays, measure suggested fixes - #8242

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verify-skill-sibling-sweep
Aug 1, 2026
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feat(verify): sweep sibling shapes, calibrate replays, measure suggested fixes#8242
wenshao merged 7 commits into
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verify-skill-sibling-sweep

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@wenshao wenshao commented Jul 31, 2026

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Problem

The verify-pr skill returned merge-ready, 63/63 assertions passed on a head that emits live HTML into a bot-authored comment. Not a weak run: it extracted the real emit_report from the workflow YAML, drove it through real bash, killed 6/6 mutants, and ran the suite at 108/108. It was thorough inside a frame that never contained the bug.

What was measured

Three arms against #8147 at b0ae340b (the round-6 head whose code-span hole was already established by a hands-on round), real qwen3.8-max-preview, isolated QWEN_HOME per arm, identical merge worktree, metadata snapshot in the CI's own shape and without comments — the arms differ only by .qwen/skills/verify-pr/SKILL.md. Ground truth, scoring, and the decision rule were pre-registered before any arm ran.

control control (replicate) treatment
verdict merge-ready 63/63 merge-ready 254/254 findings 64 pass / 4 fail
cost 7m48s / 2.3M tok 26m01s / 4.94M tok 24m44s / 4.99M tok
code span inside a raw-HTML block missed missed found, fixed, collateral measured

The decisive arm is the replicate, not the first control. It spent the same budget as the treatment arm and built the stronger instrument — a micromark + GFM allowDangerousHtml rendering oracle, 23 hostile fixtures, 254 assertions. It built 09-htmlblock-fence (HTML block × fence) and it separately probed markers inside code spans. It never crossed the two axes. Re-running that arm's own oracle on the fixture it never built:

fixture its oracle's verdict
09-htmlblock-fence — built 0 live <img>, 0 live <a href> → passes
HTML block × code span — never built 1 live <img>, 1 live <a href> → fails its own guarantee 1

So the miss was not capability, budget, or oracle quality. It was which fixtures the agent thought to construct — which is exactly what a rule can supply. The treatment arm's own words trace to the added text: "a parser, so sibling shapes need sweeping … the test only covers the fence variant."

The treatment arm also produced a finding the hands-on round had not made: an LF-opened fence closed with CRLF leaves \r on the line, the close regex [ \t]*$ cannot match it, inFence never closes — while GitHub normalizes CRLF→LF per CommonMark, closes the fence, and renders the region as prose, so @everyone fires under the bot identity. Reproduced independently.

Ground truth was re-established here rather than cited: emit_report, emit_block and html_escape extracted verbatim from b0ae340b and driven under bash --noprofile --norc with the step's own set -euo pipefail. Head leaks 1 live <img> + 1 live <a href> and the fold escapes its wrapper (2 opens, 3 closers); the fence form returns 0 (the probe is not simply leaky) and the base arm returns 0 with &lt;img escaped in 448 bytes (the control is alive, not empty).

Change

Seven rules, each anchored to the failure it exists for.

A/B method — sweep the sibling shapes a parser-class fix does not pin (a fix's own new test pins the reported shape by construction); treat untrusted text reaching a parser as a scaling question and probe it with a timed ladder (2 k → 20 k), tracing the input back to a writer and checking the claimed escape hatch really excludes the path; audit a stated cost against the repo's own accounting of the same mechanism; enumerate the unnamed siblings of an accepted-tradeoff list.

Shared-state probing — an instruction in a prompt is not an invariant: when a safety property lives in a brief and the same change hands the resource to N concurrent agents, find the interleaving, and rank interleavings by what they produce, because a race that fabricates a result outranks one that crashes.

Vacuity — run the mutation in reverse: a suite green both with and without a candidate fix proves the suite pins nothing along that axis, and the report should name the fixture that would go red. And read a test's name as a claim about its fixture — not vacuity (the assertion can fail, the scenario runs), but a fixture that is not the shape the name promises.

Workflow/CI PRs — extract the step verbatim with a YAML parser, run it under the step's own shell contract, and calibrate before believing it: require the base arm to reproduce a real artifact the production step already emitted, naming the diffs allowed. A replay that cannot reproduce a known real output is measuring the harness, not the PR.

Report contract — a suggested fix is measured, not eyeballed (hostile fixtures clean, benign fixtures byte-identical, suite counts unchanged); the follow-up status enum gains worsened, and declined/deferred rows are re-measured rather than carried.

Second batch — six more rules, from three more hands-on rounds

Added after the arms above, from rounds that found real defects rather than from an A/B on this file:

  • feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215 (a /review capability PR): treat untrusted text reaching a parser as a scaling question and probe it with a timed ladder; an instruction in a prompt is not an invariant, and interleavings that fabricate a result outrank ones that crash; a test's name is a claim about its fixture; audit a stated cost against the repo's own accounting of the same mechanism.
  • fix(core): recover XML-style tool calls from plain text content #8037 (an XML tool-call fallback): a bug report enumerates its own cases and those names are coverage claims the fix inherits — holding the issue's reported 1,898-character preamble fixed and varying only the tool showed the guard declining run_shell_command, which the issue names explicitly. Rank a defect's variants by observability, not blast radius: a dropped argument is schema-rejected and loud, a truncated value is silent, and the silent one is the finding. And Not covered now asks whether a reproduction has the shape or the cause — that round replayed the reported wire bytes without reproducing the model-side degradation producing them.
  • feat(cli): adopt Goal v3 in interactive TUI #8005 (a Goal runtime driven through a real TUI): walk the PR's own Reviewer Test Plan step by step, because the step that cannot be performed is the interesting one — no code path could insert real user input into an active turn, and the feature's own completion criterion needed exactly that. Prove a negative by census, not by reading: 30 captured verifier payloads carried one evidence kind and never the required one. And a surviving mutation needs a positive control before it becomes a finding — two mutations survived 429/429 and 326/326, believable only because a third, expected-caught mutation turned one test red.

The measured artifact is not the shipped one

Stated because a reviewer had to derive it, and derived it low. The arms did not read either commit on this branch — the staged copies are sha256:82dff804…, 7,633 words / 744 lines, matching no committed state:

artifact words
merge base 7,062
what arm B actually read 7,633
first commit 5538eaeca7 8,198
a029179186 8,867
head f86468f2bc (autofix rounds since) 8,968

So +1,335 words / +17.5% has been added to the instrument after it was measured, and ten rules post-date the arms — the four from #8215 landed in the first commit but after the arms had already run (grep for each of their four phrases against the staged arm file: 0 hits; against 5538eaeca7: 1 each). The 64/4 cell is evidence about a file that will never run, and by this PR's own thesis — the prompt's content is the causal mechanism — that gap matters. It is not a claim that the extra words dilute anything; no such measurement exists.

What is not validated

Stated plainly, because the point of the exercise was to stop asserting that prose works:

Tests

Twenty-three assertions added (at f86468f2bc; autofix rounds are still adding to this branch, so this count is pinned to that head rather than left floating) to carries the maintainer-round verification techniques, each commented with the failure it pins, following the file's existing convention. scripts/tests/qwen-triage-workflow.test.js 116/116 at f86468f2bc; prettier stable on a second --check; eslint --max-warnings 0 clean.

One defect this caught that no gate would: prettier reads a line-initial >100 s as a blockquote and cascades > onto the nine following lines — in a file that is a prompt, a paragraph silently becomes a quotation. Only the diff shows it.

中文说明

问题

verify-pr skill 在一个会向机器人评论中注入活 HTML 的 head 上给出了 merge-ready,63/63 断言全过。这并不是一次敷衍的运行:它从 workflow YAML 中抽出真实的 emit_report、经真实 bash 驱动、6/6 变异全杀、套件 108/108。它在一个从未包含该 bug 的框架内做到了完备。

实测了什么

三臂对照 #8147 @ b0ae340b(该 head 的 code-span 漏洞已由一轮实操验证确立),真实 qwen3.8-max-preview,每臂独立 QWEN_HOME,同一 merge worktree,元数据快照采用 CI 自身的字段形态且不含 comments——各臂之间 .qwen/skills/verify-pr/SKILL.md 不同。ground truth、判分标准与决策规则在任何一臂开跑前预先登记。

控制臂 控制臂(复现) 处理臂
verdict merge-ready 63/63 merge-ready 254/254 findings 64 过 / 4 挂
成本 7分48秒 / 2.3M tok 26分01秒 / 4.94M tok 24分44秒 / 4.99M tok
原始 HTML 块内的代码跨度 找到、修复、并实测附带影响

决定性的是复现臂,不是第一个控制臂。 它花了与处理臂相同的预算,并且造了更强的仪器——micromark + GFM allowDangerousHtml 渲染预言机、23 个敌意 fixture、254 条断言。它建了 09-htmlblock-fence(HTML 块 × 围栏),也单独探测了代码跨度内的标记伪造。它从未把这两个轴交叉。用该臂自己的预言机去跑它从未构造的那个 fixture:

fixture 它自己预言机的判定
09-htmlblock-fence(已构造) 0 个活 <img>、0 个活 <a href> → 通过
HTML 块 × 代码跨度(从未构造) 1 个活 <img>、1 个活 <a href> → 击穿它自己的保证 1

所以这次漏检与能力、预算、预言机质量都无关,而在于agent 想到去构造哪些 fixture——而这恰好是一条规则能够提供的东西。处理臂自己的措辞可直接溯源到新增文本:"a parser, so sibling shapes need sweeping … the test only covers the fence variant."

处理臂还产出了那轮实操验证没有做出的发现:以 LF 开启、以 CRLF 关闭的围栏会在行尾留下 \r,闭合正则 [ \t]*$ 无法匹配,inFence 永不关闭——而 GitHub 按 CommonMark 将 CRLF 归一为 LF、关闭围栏、把该区域按 prose 渲染,于是 @everyone 以机器人身份触发。已独立复现。

ground truth 在此重新建立,而非引用既有结论:从 b0ae340b 逐字抽取 emit_reportemit_blockhtml_escape,在 bash --noprofile --norc 下、施加该 step 自身的 set -euo pipefail 驱动。head 侧漏出 1 个活 <img> + 1 个活 <a href>,且折叠逃出包裹层(2 个开启、3 个闭合);围栏形态返回 0(说明探针并非"什么都漏"),base 侧返回 0 且 &lt;img 被转义、输出 448 字节(说明对照是活的,不是空的)。

改动

七条规则,每条都锚定它所对应的那次失败。

A/B 方法 —— 对 parser 类修复扫描它未钉住的邻接形态(修复自带的新测试按构造只会钉住被报告的那个形态);把进入解析器的不可信文本当作规模问题,用计时阶梯(2 k → 20 k)探测,并把输入溯源到写入者、核实声称的豁免路径确实排除了该条路径;对 PR 声明的成本,对照仓库自身对同一机制的记账进行审计;枚举"已接受权衡"清单中未被点名的同胞。

共享状态探测 —— 写在 prompt 里的指令不是不变量:当安全属性寄居于一份 brief,而同一改动又把该资源交给 N 个并发 agent 时,去找出那个交错;并按产出对交错排序,因为伪造出结果的竞争比崩溃的竞争更危险。

空洞性检查 —— 反向执行变异:套件在打与不打候选补丁两种状态下都绿,恰恰证明该维度未被钉住,报告应点名那个本该变红的 fixture。以及把测试的名字读作对其 fixture 的一条声明——这不是空洞(断言能失败、场景也确实运行),而是 fixture 并非名字所承诺的形态。

Workflow / CI 类 PR —— 用 YAML 解析器逐字抽取该 step,在其自身的 shell 契约下运行,并在采信之前先校准:要求 base 臂复现生产 step 已经产出过的真实产物,并点名允许的差异。无法复现已知真实输出的重放,测量的是装置本身,而不是 PR。

报告契约 —— 建议修复必须实测而非目测(敌意 fixture 归零、良性 fixture 逐字节一致、套件计数不变);follow-up 状态枚举新增 worsened,且 declined / deferred 行需重新测量而非直接沿用。

第二批 —— 另外六条,来自三轮实操验证

在上述各臂之后加入,源自真实发现缺陷的验证轮次,而非对本文件的 A/B:

  • feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215(一个 /review 能力 PR):把进入解析器的不可信文本当作规模问题,用计时阶梯探测;写在 prompt 里的指令不是不变量,且伪造出结果的交错比崩溃的交错更危险;测试的名字是对其 fixture 的一条声明;对 PR 声明的成本,对照仓库自身对同一机制的记账进行审计。
  • fix(core): recover XML-style tool calls from plain text content #8037(XML 工具调用回退):缺陷报告会枚举自己的案例,这些名字就是修复所继承的覆盖声明——固定 issue 报告的 1,898 字符前缀、只改变工具,显示该守卫拒绝了 run_shell_command,而 issue 恰恰点名了它。按可观测性而非影响面给缺陷变体排序:丢失参数会被 schema 大声拒绝,值被截断则是静默的,而静默的那个才是 finding。此外 Not covered 现在要求说明:你的复现拿到的是报文形态还是成因——那一轮复现了所报的链路字节,却没有复现产生它的模型侧降级。
  • feat(cli): adopt Goal v3 in interactive TUI #8005(在真实 TUI 中驱动的 Goal 运行时):逐步走完 PR 自己的 Reviewer Test Plan,因为做不到的那一步才是有意思的——没有任何代码路径能把真实用户输入插入活动轮次,而该特性自己的完成判据恰恰需要它。用普查而非阅读来证明一个否定命题:捕获的 30 份 verifier 载荷只带有一种证据类型,且从未出现所需的那一种。以及存活的变异在成为 finding 之前需要一个正对照——两个变异分别存活于 429/429 与 326/326,之所以可信,只因为第三个"预期会被捕获"的变异确实让一个测试变红。

哪些未经验证

明确写出,因为这次工作的意义正是不再断言 prose 有效

测试

carries the maintainer-round verification techniques 中新增 23 条断言(测于 f86468f2bc;autofix 仍在向本分支追加,故该计数锚定到该 head 而非悬空),每条都按该文件既有约定注明它所钉住的那次失败。scripts/tests/qwen-triage-workflow.test.jsf86468f2bc 上 116/116;prettier 二次 --check 稳定;eslint --max-warnings 0 干净。

顺带抓到一个任何门禁都不会报的缺陷:prettier 会把行首的 >100 s 读成引用块,并把 > 级联到其后九行——在一个本身就是 prompt 的文件里,一段文字就此静默地变成了引文。只有 diff 能看见它。

…ted fixes

The verify-pr skill produced a `merge-ready` report on a head that leaks
live HTML. Measured on #8147 at b0ae340 with two control arms and one
treatment arm (real qwen3.8-max-preview, isolated QWEN_HOME each, arms
differing only by this file): both control arms concluded `merge-ready`,
the treatment arm concluded `findings` and shipped a measured two-line
fix.

The decisive arm is the control replicate. It spent the same budget as
the treatment arm and built a stronger instrument — a micromark+GFM
rendering oracle, 23 hostile fixtures, 254 assertions. It built the
HTML-block-times-fence fixture and separately probed code spans, and
never crossed the two axes. Re-running that arm's own oracle on the
fixture it never built renders a live <img> and a live <a href>, so it
would have failed its own guarantee-1 assertion. The miss was which
fixtures the agent thought to construct, which is what these rules
supply.

Added to the A/B method: sweep the sibling shapes a parser-class fix
does not pin; treat untrusted text reaching a parser as a scaling
question and probe it with a timed ladder; audit a stated cost against
the repo's own accounting of the same mechanism; enumerate the unnamed
siblings of an accepted-tradeoff list. Added to shared-state probing: an
instruction in a prompt is not an invariant, and interleavings that
fabricate a result outrank ones that crash. Added to vacuity: run the
mutation in reverse (a suite green with and without a candidate fix pins
nothing along that axis), and read a test's name as a claim about its
fixture. Workflow replays now calibrate against a real production
artifact before their cells are believed, and suggested fixes ship with
collateral measured. The follow-up status enum gains `worsened`, because
a fix can move an accepted tradeoff.

Rules whose effect was not measured are marked as such in the PR
description rather than presented as validated.
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Qwen Triage finished — CI landed green on 5538eae and the deferred approval was posted. finalize run

Qwen Triage 已完成 —— 5538eae 的 CI 全绿,延迟审批已提交。查看 finalize 运行

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Thanks for the PR!

Template: headings differ from the template (Problem / Change / Tests instead of What this PR does / Why it's needed / Reviewer Test Plan), but the substance is all there and then some — problem statement, A/B evidence, change summary, validation status, and test results. Not worth a round-trip over. ✓

Problem: observed and measured, not theoretical. The PR documents a concrete miss — the verify-pr skill returned merge-ready 63/63 on a head that leaks live HTML — and backs it with a three-arm A/B (control, replicate, treatment) against #8147 at b0ae340b, with ground truth re-established from the actual emit_report / emit_block / html_escape functions under bash --noprofile --norc. The replicate arm is the decisive one: same budget as treatment, stronger instrument (254 assertions, micromark oracle), yet it missed the code-span × HTML-block crossing because it never constructed that fixture. The treatment arm found it, and the added rules trace directly to the miss.

Direction: aligned. This hardens an internal QA skill — the verify-pr skill is the last line of defence before a maintainer reads a report, and rules that close documented misses are squarely in scope. No auth, sandbox, model, telemetry, or public-contract surface touched.

Approach: the scope feels right. Seven rules, each anchored to a specific measured failure, with the "what is not validated" section honestly naming which rules lack A/B evidence (the four from #8215). The diff is focused — only the skill file and its test, no drive-by changes. One observation: the rules are dense and some paragraphs run long (the scaling-question rule is ~15 lines of prose). That's inherent to the "measured example" format and consistent with the file's existing style, so not a concern — just noting it for the maintainer's awareness.

Risk: no elevated risk signals. Changed files are .qwen/skills/verify-pr/SKILL.md and scripts/tests/qwen-triage-workflow.test.js — neither matches the high-risk path patterns.

Moving on to code review. 🔍

中文说明

感谢贡献!

模板:标题与模板不同(Problem / Change / Tests 而非 What this PR does / Why it's needed / Reviewer Test Plan),但实质内容齐全且更为详尽——问题陈述、A/B 证据、变更摘要、验证状态、测试结果。不值得为此打回。✓

问题:已观测且有实测数据,非理论性加固。PR 记录了一次具体的漏检——verify-pr skill 在一个会泄漏活 HTML 的 head 上给出了 merge-ready 63/63——并以三臂 A/B(控制、复现、处理)对照 #8147 @ b0ae340b 进行了验证,ground truth 从实际的 emit_report / emit_block / html_escape 函数在 bash --noprofile --norc 下重新建立。复现臂是决定性的:与处理臂相同预算、更强仪器(254 条断言、micromark 预言机),却因从未构造 code-span × HTML-block 交叉 fixture 而漏检。处理臂找到了它,新增规则可直接溯源到该次漏检。

方向:对齐。此 PR 加固内部 QA skill——verify-pr skill 是 maintainer 阅读报告前的最后防线,关闭已记录漏检的规则完全在范围内。未触及 auth、sandbox、model、telemetry 或公共契约面。

方案:范围合理。七条规则,每条锚定一次具体实测失败,"未验证"部分诚实地标明了哪些规则缺少 A/B 证据(来自 #8215 的四条)。diff 聚焦——仅 skill 文件及其测试,无顺手改动。一点观察:规则较密集,部分段落较长(scaling-question 规则约 15 行 prose)。这是"实测示例"格式的固有特征,与文件既有风格一致,不构成顾虑——仅供 maintainer 知悉。

风险:无升级风险信号。变更文件为 .qwen/skills/verify-pr/SKILL.mdscripts/tests/qwen-triage-workflow.test.js——均不匹配高风险路径模式。

进入代码审查 🔍

Qwen Code · qwen3.8-max-preview

Reviewed at 5538eaeca7912b59916683f068e1cc3611027cb2 · re-run with @qwen-code /triage

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qwen-code-ci-bot commented Jul 31, 2026

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Code review

Independent proposal: given the documented miss (verify-pr returned merge-ready on a head leaking live HTML through a code-span × HTML-block crossing it never constructed as a fixture), I would add rules to the skill's method sections for sibling sweeping, replay calibration, and measured suggested fixes — the three axes the A/B arms traced the miss to — plus the secondary findings from #8215 (scaling probes, concurrency, vacuity reverse, test-name-as-claim). Each rule anchored to its measured failure, with test assertions pinning presence. Focused on the skill file and its test.

Comparison with the diff: the PR matches this closely and executes it well. The rules land in the right structural positions — sibling sweep and scaling ladder extend the A/B method section right after the existing "fix that holds only for the reported input shape" rule; the cost audit expands the cache-pool paragraph; the accepted-tradeoff boundary follows "report which ones do NOT hold"; prompt-is-not-invariant sits with the concurrency-adjacent content; reverse mutation and test-name-as-claim go in the vacuity section; workflow calibration expands the existing workflow/CI rule; measured suggested fix expands the report contract. No rule is orphaned or misplaced.

No critical blockers. No AGENTS.md violations. Two observations, neither blocking:

  • The worsened status enum addition (line ~66) changes the follow-up status contract. The PR honestly notes this is untestable in the current setup (needs a follow-up round with previous-report.md). The test assertion pins the enum string, which is the right level of coverage for a prompt rule.
  • The four rules from feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215 (scaling ladder, prompt-is-not-invariant, test-name-as-claim, cost accounting) lack A/B validation on this file — the PR says so plainly in "What is not validated". That honesty is the point of the exercise, and the rules are anchored to hands-on findings from a separate review round. Reasonable to ship and validate in subsequent rounds.

The test file adds 17 assertions to the existing carries the maintainer-round verification techniques test, each commented with the failure it pins, following the file's established convention. The assertions use expect(flat).toContain(...) on the flattened skill text — consistent with every other assertion in that test.

Testing

Final CI results for 5538eae (auto-updated by the triage finalize job after CI completed):

Check Conclusion
Classify PR ✅ success
Post Coverage Comment (ubuntu-latest, 22.x) ✅ success
Test (ubuntu-latest, Node 22.x) ✅ success
web-shell E2E Smoke (ubuntu-latest, Node 22.x) ✅ success

One row per check name (latest run); skipped checks omitted; failures sort first. / 每个检查名一行(取最新一次运行),省略 skipped,失败项排在最前。

The ubuntu test suite is still running. macOS/Windows/Integration are skipped — expected for a change that touches only .qwen/skills/ and scripts/tests/. The PR author reports scripts/tests/qwen-triage-workflow.test.js 107/107, prettier stable, eslint clean — that is the author's claim, not independently re-run here (CI policy: never execute PR code).

No behavioural claim to settle with /verify or /tmux: this is a prompt/skill text change whose test assertions verify rule presence in the skill file, not runtime behaviour.

中文说明

代码审查

独立方案: 鉴于已记录的漏检(verify-pr 在一个通过 code-span × HTML-block 交叉泄漏活 HTML 的 head 上返回了 merge-ready,而它从未构造该形态作为 fixture),我会在 skill 的方法节添加邻门扫描、重放校准、修复实测三条规则——A/B 各臂将漏检溯源到的三个轴——加上 #8215 的次要发现(规模阶梯、并发、空洞性反向、测试名即声明)。每条规则锚定其实测失败,以测试断言钉住存在性。聚焦于 skill 文件及其测试。

与 diff 的比较: PR 与此方案高度吻合且执行良好。规则落在正确的结构位置——邻门扫描和规模阶梯扩展 A/B 方法节,紧接既有的"修复仅对被报告形态成立"规则之后;成本审计扩展缓存池段落;已接受权衡边界跟随"报告哪些不成立";指令非不变量与并发邻接内容放在一起;反向变异和测试名即声明放在空洞性节;工作流校准扩展既有工作流/CI 规则;修复实测扩展报告契约。无规则孤立或错放。

无关键阻塞项。无 AGENTS.md 违规。两点观察,均不阻塞:

  • worsened 状态枚举的添加(约第 66 行)变更了 follow-up 状态契约。PR 诚实地指出这在当前设定下不可测(需要存在 previous-report.md 的 follow-up 轮)。测试断言钉住了枚举字符串,对于一条 prompt 规则而言这是正确的覆盖层级。
  • 来自 feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215 的四条规则(规模阶梯、指令非不变量、测试名即声明、成本对账)缺少对本文件的 A/B 验证——PR 在"未验证"部分明确说明了这一点。这种诚实正是此次工作的意义所在,且规则锚定自一轮独立实操验证的发现。合理发布,在后续轮次中验证。

测试文件在既有的 carries the maintainer-round verification techniques 测试中新增 17 条断言,每条按该文件既有约定注明它所钉住的失败。断言对扁平化后的 skill 文本使用 expect(flat).toContain(...)——与该测试中所有其他断言一致。

测试

ubuntu 测试套件仍在运行。macOS/Windows/集成测试已跳过——对于仅触及 .qwen/skills/scripts/tests/ 的变更属预期行为。PR 作者报告 scripts/tests/qwen-triage-workflow.test.js 107/107、prettier 稳定、eslint 干净——这是作者的声明,非此处独立重跑(CI 策略:绝不执行 PR 代码)。

无需以 /verify/tmux 解决的行为性声明:这是一项 prompt/skill 文本变更,其测试断言验证的是规则在 skill 文件中的存在性,而非运行时行为。

Qwen Code · qwen3.8-max-preview

Reviewed at 5538eaeca7912b59916683f068e1cc3611027cb2 · re-run with @qwen-code /triage

@qwen-code-ci-bot

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Confidence: 5/5 — clean across every stage; the problem is measured, the rules are well-anchored, and the honesty about what's not validated is exactly what this skill exists to enforce.

This PR does something rare: it applies the verify-pr skill's own standards to the skill itself. The three-arm A/B against #8147 is the kind of evidence the skill demands of others — ground truth re-established from the actual production functions, not cited from a prior round; the replicate arm spending the same budget as treatment and building the stronger instrument, yet still missing because it never crossed two axes. The treatment arm's find traces directly to the added text, and the PR says so.

The seven rules land in the right structural positions and each carries its measured example. The four from #8215 that lack A/B validation on this file are named as such — "unvalidated, drawn from a hands-on round's findings" — which is the report-contract rule applied to the PR's own claims. The worsened enum addition is untestable in this setup and the PR says that too.

The test assertions pin each rule's presence with the established expect(flat).toContain(...) pattern, commented with the failure each exists for. No drive-by changes, no scope creep, no unrelated edits. The diff is exactly the skill file and its test.

Approval deferred until CI lands green on 5538eaeca7912b59916683f068e1cc3611027cb2.

中文说明

置信度:5/5 —— 各阶段均干净;问题有实测数据,规则锚定良好,对未验证内容的诚实正是此 skill 存在的意义。

此 PR 做了一件少见的事:以 verify-pr skill 自身的标准来审视 skill 本身。针对 #8147 的三臂 A/B 是该 skill 要求他人提供的那种证据——ground truth 从实际生产函数重新建立,而非引用前轮结论;复现臂花费与处理臂相同的预算并造了更强的仪器,却仍因从未交叉两个轴而漏检。处理臂的发现可直接溯源到新增文本,PR 也如此说明。

七条规则落在正确的结构位置,每条都携带实测示例。来自 #8215 的四条缺少对本文件 A/B 验证的规则被明确标注——"未验证,源自一轮实操验证的发现"——这是报告契约规则应用于 PR 自身声明。worsened 枚举的添加在本次设定下不可测,PR 也如此说明。

测试断言以既有的 expect(flat).toContain(...) 模式钉住每条规则的存在性,并注明每条断言所对应的失败。无顺手改动、无范围蔓延、无无关编辑。diff 恰好是 skill 文件及其测试。

审批推迟至 CI 在 5538eaeca7912b59916683f068e1cc3611027cb2 上全绿后执行。

Qwen Code · qwen3.8-max-preview

Reviewed at 5538eaeca7912b59916683f068e1cc3611027cb2 · re-run with @qwen-code /triage

@github-actions

github-actions Bot commented Jul 31, 2026

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Code Coverage Summary

Package Lines Statements Functions Branches
CLI 83.27% 83.27% 89.39% 82.58%
Core 87.5% 87.5% 89.1% 86.17%
CLI Package - Full Text Report
-------------------|---------|----------|---------|---------|-------------------
File               | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s 
-------------------|---------|----------|---------|---------|-------------------
All files          |   83.27 |    82.58 |   89.39 |   83.27 |                   
 src               |   83.97 |     81.1 |   88.17 |   83.97 |                   
  cli.ts           |   96.03 |    84.61 |     100 |   96.03 | ...37-538,548-549 
  gemini.tsx       |   72.21 |    76.81 |   80.76 |   72.21 | ...1253-1257,1378 
  ...ractiveCli.ts |   85.65 |    81.55 |   87.17 |   85.65 | ...2390,2396,2448 
  ...liCommands.ts |   88.34 |     83.6 |      90 |   88.34 | ...63,480,514,635 
  ...ActiveAuth.ts |     100 |     87.5 |     100 |     100 | 66-80             
 ...cp-integration |   69.97 |    72.73 |   89.81 |   69.97 |                   
  acpAgent.ts      |   69.64 |     72.6 |   89.84 |   69.64 | ...62,11367-11369 
  authMethods.ts   |      92 |       60 |     100 |      92 | 33-34             
  errorCodes.ts    |       0 |        0 |       0 |       0 | 1-22              
  ...ion-skills.ts |     100 |    88.23 |     100 |     100 | 17,32             
  generation.ts    |    97.1 |    81.25 |     100 |    97.1 | 109,112           
  ...DirContext.ts |     100 |      100 |     100 |     100 |                   
 ...ration/service |   97.04 |    95.71 |   93.33 |   97.04 |                   
  filesystem.ts    |   97.04 |    95.71 |   93.33 |   97.04 | ...21-122,238-239 
 ...ration/session |   91.59 |    86.66 |    96.5 |   91.59 |                   
  Session.ts       |   91.17 |    85.55 |   96.03 |   91.17 | ...9178,9205-9209 
  ...entTracker.ts |   91.87 |    89.18 |   88.88 |   91.87 | ...33,197,280-289 
  ...stop-guard.ts |     100 |    98.07 |     100 |     100 | 37,127            
  ...eplay-page.ts |    93.1 |    90.72 |     100 |    93.1 | 71,82-85,111-121  
  ...y-replayer.ts |   98.53 |    95.52 |     100 |   98.53 | 238-240           
  index.ts         |       0 |        0 |       0 |       0 | 1-40              
  ...ssionUtils.ts |   89.76 |    86.76 |     100 |   89.76 | ...54-270,326-328 
  tasksSnapshot.ts |    94.3 |     87.5 |     100 |    94.3 | 65-71             
  ...on-tracker.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...ssion/emitters |   95.68 |     93.7 |   96.66 |   95.68 |                   
  ...ageEmitter.ts |   95.34 |    94.11 |     100 |   95.34 | 52-59             
  PlanEmitter.ts   |     100 |    83.33 |     100 |     100 | 59                
  base-emitter.ts  |   78.26 |       75 |     100 |   78.26 | 23-24,26-28       
  index.ts         |       0 |        0 |       0 |       0 | 1-10              
  ...ll-emitter.ts |   99.17 |    97.43 |     100 |   99.17 | 352-353           
 ...ession/rewrite |    91.8 |    89.13 |   94.44 |    91.8 |                   
  LlmRewriter.ts   |    82.4 |     86.2 |     100 |    82.4 | ...,88-89,166-170 
  ...Middleware.ts |   96.96 |    88.09 |     100 |   96.96 | 144,152-154       
  TurnBuffer.ts    |     100 |      100 |     100 |     100 |                   
  config.ts        |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 src/commands      |   89.15 |    73.75 |   64.51 |   89.15 |                   
  auth.ts          |     100 |    83.33 |     100 |     100 | 11,14             
  channel.ts       |   55.55 |      100 |       0 |   55.55 | 18-22,30-40       
  extensions.tsx   |   96.77 |      100 |      50 |   96.77 | 39                
  hooks.tsx        |   66.66 |      100 |       0 |   66.66 | 20-24             
  mcp.ts           |   95.45 |      100 |      50 |   95.45 | 31                
  review.ts        |   98.03 |      100 |      50 |   98.03 | 62                
  serve.ts         |    87.1 |    68.22 |     100 |    87.1 | ...46-649,663-667 
  sessions.ts      |     100 |      100 |      50 |     100 |                   
  update.ts        |   98.13 |    94.44 |   66.66 |   98.13 | 82-83             
 ...mmands/channel |   86.99 |    87.02 |   89.67 |   86.99 |                   
  channel-cwd.ts   |     100 |      100 |     100 |     100 |                   
  ...l-registry.ts |      80 |    84.61 |      80 |      80 | 37-40,49-52,63-66 
  ...entry-path.ts |      75 |       50 |     100 |      75 | 8-9               
  config-utils.ts  |   95.87 |    96.35 |     100 |   95.87 | ...08-213,271-274 
  configure.ts     |    14.7 |      100 |       0 |    14.7 | 18-21,23-84       
  daemon-worker.ts |   93.89 |    85.33 |   94.11 |   93.89 | ...1209,1216-1217 
  loop-runtime.ts  |   91.66 |      100 |      50 |   91.66 | 15,22             
  ...classifier.ts |   98.49 |    96.51 |     100 |   98.49 | 115-116,161       
  ...tact-store.ts |   93.51 |    87.65 |     100 |   93.51 | ...71,288-289,337 
  pairing.ts       |   72.85 |      100 |      50 |   72.85 | 22-28,57-68       
  pidfile.ts       |   95.55 |       90 |     100 |   95.55 | ...50-251,315-316 
  proxy.ts         |     100 |      100 |     100 |     100 |                   
  reload.ts        |    77.5 |    86.95 |      75 |    77.5 | 72-84,93-97       
  runtime.ts       |   82.43 |    86.44 |     100 |   82.43 | ...87-191,251-253 
  set.ts           |   75.72 |    85.71 |      50 |   75.72 | 65-83,111-116     
  start.ts         |   75.05 |    73.17 |   76.92 |   75.05 | ...31,537-540,552 
  ...ure-format.ts |   93.65 |    82.45 |     100 |   93.65 | ...42,48-49,74-75 
  status.ts        |   78.57 |    59.25 |   66.66 |   78.57 | ...36-137,150-161 
  stop.ts          |   57.83 |    82.35 |      50 |   57.83 | ...3,74-76,85-111 
 ...nds/extensions |   88.82 |    87.82 |   87.09 |   88.82 |                   
  consent.ts       |   72.53 |       90 |   42.85 |   72.53 | ...86-142,157-163 
  disable.ts       |     100 |       90 |     100 |     100 | 30                
  enable.ts        |     100 |    91.66 |     100 |     100 | 38                
  install.ts       |   82.95 |    81.57 |      75 |   82.95 | ...96-199,202-211 
  link.ts          |     100 |      100 |     100 |     100 |                   
  list.ts          |     100 |     90.9 |     100 |     100 | 18                
  new.ts           |     100 |      100 |     100 |     100 |                   
  settings.ts      |   99.15 |      100 |   83.33 |   99.15 | 151               
  sources.ts       |   93.42 |    87.09 |   92.85 |   93.42 | ...4-66,96-98,167 
  uninstall.ts     |   74.57 |       40 |   66.66 |   74.57 | 45-47,60-67,70-73 
  update.ts        |   96.71 |    97.05 |     100 |   96.71 | 114-118           
  utils.ts         |      75 |    55.55 |     100 |      75 | ...27-131,133-137 
 ...les/mcp-server |       0 |        0 |       0 |       0 |                   
  example.ts       |       0 |        0 |       0 |       0 | 1-60              
 ...amples/starter |       0 |        0 |       0 |       0 |                   
  example.ts       |       0 |        0 |       0 |       0 | 1-64              
 src/commands/mcp  |   90.17 |    84.39 |   83.33 |   90.17 |                   
  add.ts           |    99.3 |    96.07 |     100 |    99.3 | 154-155           
  approve.ts       |   76.19 |     87.5 |   66.66 |   76.19 | ...,89-99,114-124 
  list.ts          |   92.59 |    83.87 |      80 |   92.59 | ...62-164,180-181 
  reconnect.ts     |   78.85 |    66.66 |   85.71 |   78.85 | 42-55,169-191     
  remove.ts        |     100 |       80 |     100 |     100 | 21-25             
 ...ommands/review |   84.93 |    86.44 |   85.85 |   84.93 |                   
  agent-prompt.ts  |   90.88 |    92.78 |      96 |   90.88 | ...1268,1738-1807 
  capture-local.ts |   68.57 |     90.9 |      75 |   68.57 | 107-111,158-189   
  ...k-coverage.ts |   48.38 |    14.28 |   66.66 |   48.38 | ...21-226,239-249 
  cleanup.ts       |   90.25 |    83.14 |   83.33 |   90.25 | ...77-482,484-485 
  ...ent-status.ts |   93.03 |    83.87 |   83.33 |   93.03 | 291,531-551       
  ...ose-review.ts |   95.85 |    91.25 |   93.75 |   95.85 | ...1439,1467-1489 
  fetch-pr.ts      |   74.02 |    53.57 |      50 |   74.02 | ...98,332,402-407 
  load-rules.ts    |   26.41 |      100 |   16.66 |   26.41 | ...41-153,155-156 
  parse-args.ts    |   99.27 |       96 |     100 |   99.27 | 345,417           
  plan-diff.ts     |   64.04 |      100 |   66.66 |   64.04 | 127-163           
  pr-context.ts    |   84.44 |    79.38 |   91.66 |   84.44 | ...29-910,939-941 
  presubmit.ts     |   83.75 |    92.72 |   88.88 |   83.75 | ...77-578,655-685 
  ...ve-anchors.ts |   77.02 |    88.46 |      75 |   77.02 | ...70-175,187-204 
  run.ts           |   81.14 |    86.17 |    90.9 |   81.14 | ...13,429-477,490 
  script-lint.ts   |   81.14 |    79.23 |   88.88 |   81.14 | ...59-773,775-797 
  submit.ts        |   76.74 |    82.05 |   81.81 |   76.74 | ...03-639,641-642 
  test-efficacy.ts |   87.11 |    83.43 |   93.33 |   87.11 | ...1394,1402-1422 
 ...nds/review/lib |   95.77 |    93.13 |   95.74 |   95.77 |                   
  agent-briefs.ts  |   98.68 |      100 |       0 |   98.68 | 520-521           
  anchors.ts       |     100 |    94.79 |     100 |     100 | ...33,169,178,225 
  coverage.ts      |   95.47 |    94.25 |   95.45 |   95.47 | ...98,335,433-450 
  diff-flags.ts    |     100 |        0 |     100 |     100 | 63                
  diff-plan.ts     |   98.73 |    93.01 |     100 |   98.73 | ...41,264,290-291 
  effort.ts        |     100 |      100 |     100 |     100 |                   
  gh.ts            |    85.6 |    88.37 |   71.42 |    85.6 | ...20,257-258,285 
  git.ts           |   97.64 |    95.65 |     100 |   97.64 | 180-181           
  heavy.ts         |     100 |      100 |     100 |     100 |                   
  inline-counts.ts |     100 |      100 |     100 |     100 |                   
  local-diff.ts    |    84.4 |    88.46 |     100 |    84.4 | ...63-473,475-483 
  merge-base.ts    |     100 |      100 |     100 |     100 |                   
  path-rules.ts    |     100 |      100 |     100 |     100 |                   
  paths.ts         |     100 |    85.71 |     100 |     100 | 70                
  prompt-record.ts |   94.73 |    88.23 |     100 |   94.73 | ...28,151-152,156 
  receipt.ts       |     100 |      100 |     100 |     100 |                   
  report.ts        |   94.38 |    93.75 |     100 |   94.38 | 173-177           
  roster.ts        |     100 |    94.23 |     100 |     100 | 143,161,206       
  shell-quote.ts   |     100 |      100 |     100 |     100 |                   
  test-utils.ts    |     100 |      100 |     100 |     100 |                   
  transcripts.ts   |   96.27 |    93.18 |     100 |   96.27 | ...83,269-270,294 
  workspaces.ts    |   97.76 |     91.2 |     100 |   97.76 | 186-187,212-213   
 ...mands/sessions |   91.56 |    86.95 |   83.33 |   91.56 |                   
  common.ts        |     100 |      100 |     100 |     100 |                   
  list.ts          |   90.96 |    86.66 |   81.81 |   90.96 | 208-219,221-222   
 src/config        |   94.36 |    88.88 |   95.94 |   94.36 |                   
  auth.ts          |   89.35 |    83.56 |     100 |   89.35 | ...97-298,314-315 
  ...eMcpImport.ts |   87.91 |    81.52 |     100 |   87.91 | ...63-371,453-454 
  compile-cache.ts |     100 |      100 |     100 |     100 |                   
  config.ts        |   89.06 |    88.57 |   85.71 |   89.06 | ...2420,2422-2430 
  ...cy-monitor.ts |   88.75 |    76.19 |     100 |   88.75 | ...3,90-92,98,101 
  ...ust-policy.ts |   83.04 |    88.28 |     100 |   83.04 | ...39,253,352-353 
  ...heme-names.ts |     100 |      100 |     100 |     100 |                   
  environment.ts   |   94.33 |    89.61 |   94.73 |   94.33 | ...35-639,655-656 
  ...le-watcher.ts |   90.86 |    83.65 |   95.83 |   90.86 | ...23-325,370,418 
  ...resh-state.ts |   90.57 |    97.29 |   93.75 |   90.57 | 137-142,146-152   
  ...ime-reload.ts |     100 |    69.69 |     100 |     100 | ...12-113,122-123 
  hot-reload.ts    |     100 |    89.13 |     100 |     100 | 47,172-178,238    
  keyBindings.ts   |   97.41 |       50 |     100 |   97.41 | 239-242           
  ...ngsAdapter.ts |     100 |    94.11 |     100 |     100 | 64                
  ...ig-watcher.ts |   95.17 |    83.05 |     100 |   95.17 | ...78,200,292-293 
  ...er-secrets.ts |   98.97 |    96.87 |     100 |   98.97 | 85                
  mcpApprovals.ts  |   96.55 |    95.55 |     100 |   96.55 | 223-224,229-231   
  mcpJson.ts       |     100 |      100 |     100 |     100 |                   
  mcpServers.ts    |   92.85 |     87.5 |     100 |   92.85 | 46-47             
  ...idersScope.ts |      95 |    94.73 |     100 |      95 | 11-12             
  ...abledTools.ts |     100 |      100 |     100 |     100 |                   
  ...comparison.ts |     100 |      100 |     100 |     100 |                   
  ...n-settings.ts |   99.15 |    93.75 |     100 |   99.15 | 63                
  sandboxConfig.ts |   61.64 |    71.87 |   66.66 |   61.64 | ...54-68,73,77-89 
  ...ings-cache.ts |   98.26 |    97.14 |     100 |   98.26 | 201-202           
  settings.ts      |   90.99 |     92.3 |      90 |   90.99 | ...1006,1008-1009 
  ...ingsSchema.ts |     100 |      100 |     100 |     100 |                   
  ...ngsWatcher.ts |   95.54 |    88.34 |     100 |   95.54 | ...28,277-278,293 
  ...d-env-keys.ts |     100 |      100 |     100 |     100 |                   
  ...l-settings.ts |     100 |      100 |     100 |     100 |                   
  ...paths-lite.ts |   89.47 |       88 |     100 |   89.47 | 43-44,53-54,56-57 
  ...tedFolders.ts |   93.35 |    94.11 |     100 |   93.35 | ...90-391,427-438 
 ...nfig/migration |   95.23 |    77.77 |   83.33 |   95.23 |                   
  index.ts         |   95.65 |     87.5 |     100 |   95.65 | 117-118           
  scheduler.ts     |   96.55 |    77.77 |     100 |   96.55 | 19-20             
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 ...ation/versions |   94.91 |      100 |     100 |   94.91 |                   
  ...-v2-shared.ts |     100 |      100 |     100 |     100 |                   
  v1-to-v2.ts      |   81.75 |      100 |     100 |   81.75 | ...28-229,231-247 
  v2-to-v3.ts      |     100 |      100 |     100 |     100 |                   
  v3-to-v4.ts      |     100 |      100 |     100 |     100 |                   
  v5-to-v4.ts      |      96 |      100 |     100 |      96 | 94-95,99          
 src/core          |     100 |      100 |     100 |     100 |                   
  auth.ts          |     100 |      100 |     100 |     100 |                   
  initializer.ts   |     100 |      100 |     100 |     100 |                   
  theme.ts         |     100 |      100 |     100 |     100 |                   
 src/dualOutput    |    71.8 |    70.31 |   66.66 |    71.8 |                   
  ...tputBridge.ts |   71.95 |    70.96 |   68.42 |   71.95 | ...08-409,417-420 
  ...utContext.tsx |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-8               
 src/export        |       0 |        0 |       0 |       0 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-7               
 src/generated     |     100 |      100 |     100 |     100 |                   
  git-commit.ts    |     100 |      100 |     100 |     100 |                   
 src/hooks         |     100 |      100 |     100 |     100 |                   
  ...elete-hook.ts |     100 |      100 |     100 |     100 |                   
 src/i18n          |   85.98 |    81.92 |   89.65 |   85.98 |                   
  index.ts         |   73.45 |    77.77 |      90 |   73.45 | ...70-271,294-299 
  languages.ts     |   93.07 |     92.3 |   85.71 |   93.07 | ...35,164-169,184 
  ...nslateKeys.ts |     100 |      100 |     100 |     100 |                   
  ...lationDict.ts |   93.33 |    66.66 |     100 |   93.33 | 15                
 src/i18n/locales  |     100 |      100 |     100 |     100 |                   
  ca.js            |     100 |      100 |     100 |     100 |                   
  de.js            |     100 |      100 |     100 |     100 |                   
  en.js            |     100 |      100 |     100 |     100 |                   
  fr.js            |     100 |      100 |     100 |     100 |                   
  ja.js            |     100 |      100 |     100 |     100 |                   
  pt.js            |     100 |      100 |     100 |     100 |                   
  ru.js            |     100 |      100 |     100 |     100 |                   
  zh-TW.js         |     100 |      100 |     100 |     100 |                   
  zh.js            |     100 |      100 |     100 |     100 |                   
 ...nonInteractive |      80 |    76.31 |   81.35 |      80 |                   
  session.ts       |   84.08 |    75.27 |   93.61 |   84.08 | ...1007,1016-1026 
  types.ts         |    42.5 |      100 |   33.33 |    42.5 | ...24-625,628-629 
 ...active/control |   76.11 |    89.09 |      80 |   76.11 |                   
  ...rolContext.ts |    6.45 |        0 |       0 |    6.45 | 56-95             
  ...Dispatcher.ts |   91.79 |    92.45 |   88.88 |   91.79 | ...49-367,387,390 
  ...rolService.ts |     7.4 |        0 |       0 |     7.4 | 46-185            
 ...ol/controllers |   39.78 |    63.24 |   47.22 |   39.78 |                   
  ...Controller.ts |   39.49 |      100 |      80 |   39.49 | 88-92,127-210     
  ...Controller.ts |       0 |        0 |       0 |       0 | 1-56              
  ...Controller.ts |   49.11 |    62.96 |   54.54 |   49.11 | ...63-568,570-575 
  ...Controller.ts |   14.06 |      100 |       0 |   14.06 | ...82-117,130-133 
  ...Controller.ts |   37.92 |    60.71 |   46.66 |   37.92 | ...41-653,662-691 
 .../control/types |       0 |        0 |       0 |       0 |                   
  serviceAPIs.ts   |       0 |        0 |       0 |       0 | 1                 
 ...Interactive/io |   98.07 |    94.05 |   95.23 |   98.07 |                   
  ...putAdapter.ts |   97.98 |     93.2 |   98.07 |   97.98 | ...1415,1431-1432 
  ...putAdapter.ts |      96 |    91.66 |   85.71 |      96 | 51-52             
  ...nputReader.ts |     100 |    94.73 |     100 |     100 | 67                
  ...putAdapter.ts |   98.38 |      100 |   90.47 |   98.38 | 84-85,125-126     
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/patches       |       0 |        0 |       0 |       0 |                   
  is-in-ci.ts      |       0 |        0 |       0 |       0 | 1-17              
 src/remoteInput   |   87.31 |    75.32 |   88.23 |   87.31 |                   
  ...utContext.tsx |     100 |      100 |     100 |     100 |                   
  ...putWatcher.ts |   88.01 |       76 |   93.33 |   88.01 | ...49-350,361-364 
  index.ts         |       0 |        0 |       0 |       0 | 1-8               
 src/serve         |   87.31 |    83.57 |   91.09 |   87.31 |                   
  ...tp-enabled.ts |     100 |      100 |     100 |     100 |                   
  ...ion-bridge.ts |     100 |      100 |     100 |     100 |                   
  auth.ts          |    93.4 |    92.95 |     100 |    93.4 | ...19-320,323-325 
  ...em-adapter.ts |     100 |      100 |     100 |     100 |                   
  capabilities.ts  |     100 |    97.95 |     100 |     100 | 649               
  ...cp-command.ts |     100 |      100 |     100 |     100 |                   
  ...horization.ts |   92.79 |    93.33 |    87.5 |   92.79 | 75-80,135-136     
  ...livery-ipc.ts |     100 |     90.9 |     100 |     100 | 94,106,134        
  ...l-delivery.ts |     100 |      100 |     100 |     100 |                   
  ...op-mcp-ipc.ts |   81.06 |    73.68 |   94.11 |   81.06 | ...37-242,267,289 
  ...nt-service.ts |   93.89 |    86.61 |     100 |   93.89 | ...66-468,475,477 
  ...-selection.ts |     100 |      100 |     100 |     100 |                   
  ...ings-store.ts |   85.85 |    91.78 |   95.83 |   85.85 | ...94-206,366-369 
  ...ebhook-ipc.ts |    98.5 |    86.66 |     100 |    98.5 | 47                
  ...iagnostics.ts |     100 |      100 |     100 |     100 |                   
  ...worker-env.ts |     100 |      100 |     100 |     100 |                   
  ...rker-group.ts |   87.27 |     85.2 |     100 |   87.27 | ...10,816-820,838 
  ...er-manager.ts |   89.39 |    83.88 |   93.33 |   89.39 | ...98,711,722-724 
  ...tartup-ipc.ts |   97.72 |    96.66 |     100 |   97.72 | 88-89             
  ...supervisor.ts |   92.41 |    84.44 |    97.1 |   92.41 | ...1460,1514-1518 
  ...e-grouping.ts |     100 |    94.11 |     100 |     100 | 69,132            
  core-runtime.ts  |     100 |      100 |     100 |     100 |                   
  ...ub-session.ts |   92.04 |    77.77 |     100 |   92.04 | ...36-445,470,508 
  daemon-logger.ts |    82.2 |    77.26 |   91.76 |    82.2 | ...1720,1747-1753 
  ...trics-ring.ts |     100 |      100 |     100 |     100 |                   
  ...s-provider.ts |   68.04 |    52.77 |     100 |   68.04 | ...44-249,282-290 
  daemon-status.ts |   98.37 |    90.06 |     100 |   98.37 | ...1041,1043-1044 
  debug-mode.ts    |     100 |      100 |     100 |     100 |                   
  demo.ts          |     100 |      100 |     100 |     100 |                   
  env-snapshot.ts  |   93.37 |    85.18 |     100 |   93.37 | 114-117,195-202   
  ...-scheduler.ts |   87.34 |    83.87 |     100 |   87.34 | 33-36,48-50,79-81 
  ...-path-argv.ts |     100 |      100 |     100 |     100 |                   
  ...h-settings.ts |   94.41 |    88.75 |     100 |   94.41 | ...24,702,718,728 
  fast-path.ts     |   90.49 |     80.7 |   95.45 |   90.49 | ...92-501,567-568 
  ...ration-sse.ts |   42.55 |    33.33 |     100 |   42.55 | 23-24,30,33-56    
  health-query.ts  |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-143             
  ...e-observer.ts |   89.89 |    83.24 |      96 |   89.89 | ...11-512,541-543 
  ...back-binds.ts |     100 |    88.88 |     100 |     100 | 32                
  ...-workspace.ts |    90.9 |    85.71 |     100 |    90.9 | ...27-128,139-140 
  ...iders-edit.ts |     100 |    82.14 |     100 |     100 | 58-60,65,81       
  ...ory-picker.ts |     100 |    86.95 |     100 |     100 | 36,66,92          
  ...sion-audit.ts |     100 |      100 |   93.33 |     100 |                   
  rate-limit.ts    |   92.77 |    88.42 |     100 |   92.77 | ...93-295,307-309 
  ...qwen-serve.ts |   82.69 |    79.33 |   74.06 |   82.69 | ...6744,6749-6750 
  ...tup-errors.ts |     100 |      100 |     100 |     100 |                   
  ...-keepalive.ts |   94.19 |    88.57 |     100 |   94.19 | ...26,530-531,571 
  ...-lifecycle.ts |     100 |      100 |     100 |     100 |                   
  server.ts        |   93.57 |    93.29 |   74.02 |   93.57 | ...2148,2169-2173 
  ...on-helpers.ts |     100 |      100 |     100 |     100 |                   
  ...t-event-id.ts |     100 |    95.23 |     100 |     100 | 12                
  ...-admission.ts |   98.71 |    89.65 |     100 |   98.71 | 68                
  types.ts         |     100 |      100 |     100 |     100 |                   
  ...erver-name.ts |     100 |      100 |     100 |     100 |                   
  ...ion-limits.ts |     100 |      100 |     100 |     100 |                   
  ...t-sessions.ts |    93.3 |    76.57 |     100 |    93.3 | ...13,816,829-831 
  ...l-resolver.ts |   90.32 |    66.66 |     100 |   90.32 | 16,45-46          
  ...ell-static.ts |   91.07 |    86.66 |     100 |   91.07 | ...79-182,216-219 
  ...ace-agents.ts |   66.13 |    70.57 |   92.68 |   66.13 | ...2246,2256-2266 
  ...generation.ts |    95.4 |    82.35 |   66.66 |    95.4 | 55-56,78,92       
  ...-git-state.ts |     100 |    91.93 |    90.9 |     100 | 161,172,202,265   
  ...ace-inputs.ts |     100 |      100 |     100 |     100 |                   
  ...-constants.ts |     100 |      100 |     100 |     100 |                   
  ...-summaries.ts |   86.66 |       50 |     100 |   86.66 | 11,19             
  ...ace-memory.ts |      83 |    74.54 |     100 |      83 | ...30-537,597-604 
  ...ers-status.ts |   98.58 |       79 |     100 |   98.58 | 106,134,174,177   
  ...tion-store.ts |   89.67 |    88.27 |   92.59 |   89.67 | ...91-400,411-414 
  ...e-registry.ts |   93.89 |     87.5 |     100 |   93.89 | ...18-519,525-526 
  ...ber-errors.ts |     100 |    95.32 |     100 |     100 | 53,93-94,172,192  
  ...e-remember.ts |   98.23 |    92.51 |     100 |   98.23 | ...36,340-345,386 
  ...te-runtime.ts |   83.98 |    90.29 |     100 |   83.98 | ...48-156,216-237 
  ...me-storage.ts |     100 |      100 |     100 |     100 |                   
  ...management.ts |   72.63 |    72.72 |      96 |   72.63 | ...88-889,896-900 
  ...ls-mapping.ts |     100 |      100 |     100 |     100 |                   
  ...lls-status.ts |     100 |    92.85 |     100 |     100 | 127               
  ...reconciler.ts |    91.6 |     83.9 |     100 |    91.6 | ...70-272,305-306 
 ...serve/acp-http |   77.04 |    78.33 |   93.26 |   77.04 |                   
  ...r-registry.ts |   96.92 |    94.87 |     100 |   96.92 | 184-187           
  client-mcp-ws.ts |   54.85 |    58.62 |   72.72 |   54.85 | ...99-300,304-305 
  ...n-registry.ts |    98.2 |    88.62 |     100 |    98.2 | 1015,1041-1052    
  dispatch.ts      |   71.44 |    73.89 |   95.34 |   71.44 | ...4733,4781-4787 
  index.ts         |   81.93 |    79.92 |    90.9 |   81.93 | ...2291,2375-2376 
  json-rpc.ts      |     100 |    96.96 |     100 |     100 | 92                
  safe-ws-send.ts  |   52.94 |    71.42 |     100 |   52.94 | 33-42,47-55       
  sse-stream.ts    |   93.96 |    88.57 |   84.61 |   93.96 | ...57-159,161-163 
  ...ort-stream.ts |       0 |        0 |       0 |       0 | 1                 
  ws-stream.ts     |   91.86 |       80 |     100 |   91.86 | 45,50,96,100-103  
 src/serve/auth    |   86.86 |     79.7 |   93.87 |   86.86 |                   
  device-flow.ts   |   96.35 |    80.57 |   97.61 |   96.35 | ...1358,1453,1519 
  ...w-provider.ts |   44.24 |    74.07 |   71.42 |   44.24 | ...23-284,297,301 
 ...rve/cdp-tunnel |   85.73 |    73.17 |    97.5 |   85.73 |                   
  ...r-emulator.ts |   88.57 |    63.63 |     100 |   88.57 | ...72-175,194-195 
  ...verse-link.ts |      88 |    76.19 |     100 |      88 | ...28-329,420-423 
  ...l-registry.ts |     100 |      100 |     100 |     100 |                   
  cdp-ws.ts        |   76.28 |    61.29 |    87.5 |   76.28 | ...13-217,223-228 
 ...nel/acceptance |       0 |        0 |       0 |       0 |                   
  ...mcp-smoke.mjs |       0 |        0 |       0 |       0 | 1-119             
  ...cceptance.mjs |       0 |        0 |       0 |       0 | 1-473             
  real-tab.mjs     |       0 |        0 |       0 |       0 | 1-218             
 src/serve/fs      |    86.4 |    80.69 |     100 |    86.4 |                   
  audit.ts         |     100 |    96.15 |     100 |     100 | 204               
  errors.ts        |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...x-registry.ts |     100 |      100 |     100 |     100 |                   
  paths.ts         |   77.64 |     73.8 |     100 |   77.64 | ...65,594-598,611 
  policy.ts        |   90.42 |    89.18 |     100 |   90.42 | 161-169           
  text-cursor.ts   |   88.23 |       90 |     100 |   88.23 | 74-77,92-95       
  ...ile-system.ts |   86.17 |    79.47 |     100 |   86.17 | ...2506,2516-2517 
 src/serve/routes  |   85.55 |    79.55 |   95.47 |   85.55 |                   
  a2ui-action.ts   |   96.84 |     88.5 |    87.5 |   96.84 | ...70-272,309-311 
  capabilities.ts  |     100 |      100 |     100 |     100 |                   
  ...nel-notify.ts |   85.22 |       88 |     100 |   85.22 | ...,83-87,103-104 
  ...l-webhooks.ts |   93.56 |    84.09 |     100 |   93.56 | ...42,292,332,334 
  daemon-status.ts |   85.45 |    83.33 |     100 |   85.45 | 98-105            
  goals.ts         |   98.92 |     90.9 |     100 |   98.92 | 146               
  health-demo.ts   |   94.73 |     86.2 |     100 |   94.73 | 62-66,154         
  permission.ts    |     100 |     92.3 |     100 |     100 | 50,98             
  ...uled-tasks.ts |   87.12 |    82.73 |   92.59 |   87.12 | ...1263,1306-1307 
  ...on-runtime.ts |     100 |    90.47 |     100 |     100 | 58,94             
  session.ts       |   85.21 |    81.81 |   95.16 |   85.21 | ...4608,4610-4611 
  sse-events.ts    |   84.45 |     87.5 |   77.77 |   84.45 | ...36,453-456,485 
  usage-stats.ts   |     100 |    95.45 |     100 |     100 | 118               
  ...space-auth.ts |   85.55 |    75.64 |     100 |   85.55 | ...21-326,331,345 
  ...el-control.ts |   86.26 |    78.94 |     100 |   86.26 | ...17-318,339-347 
  ...management.ts |   90.19 |    77.68 |     100 |   90.19 | ...47-448,467-468 
  ...d-contacts.ts |     100 |      100 |     100 |     100 |                   
  ...controller.ts |   83.09 |       79 |      90 |   83.09 | ...1032,1038,1041 
  ...extensions.ts |   87.23 |    72.76 |   94.11 |   87.23 | ...1826,1871-1872 
  ...-file-read.ts |      91 |    80.91 |     100 |      91 | ...20-621,624-625 
  ...file-write.ts |   84.44 |    64.51 |     100 |   84.44 | ...73-275,355-357 
  ...t-branches.ts |   75.43 |    66.66 |     100 |   75.43 | ...13-618,627-634 
  ...e-git-diff.ts |   97.32 |    90.56 |     100 |   97.32 | 161-162,189-191   
  ...ce-git-log.ts |     100 |    93.18 |     100 |     100 | 52,77,188         
  workspace-git.ts |   77.08 |    89.65 |     100 |   77.08 | 97-118            
  ...github-prs.ts |   88.26 |    63.46 |     100 |   88.26 | ...38-239,264-265 
  ...-lifecycle.ts |   95.23 |    75.75 |     100 |   95.23 | ...50-151,186-187 
  ...management.ts |   88.22 |    85.29 |     100 |   88.22 | ...1546,1566-1571 
  ...cp-control.ts |    73.2 |    67.54 |   85.71 |    73.2 | ...27-633,644-645 
  ...ace-models.ts |   95.53 |    89.74 |     100 |   95.53 | ...52-157,296-297 
  ...ermissions.ts |    77.9 |    72.41 |     100 |    77.9 | ...69-277,298-316 
  ...e-settings.ts |   74.81 |    70.31 |     100 |   74.81 | ...47-658,664-665 
  ...tup-github.ts |   77.97 |    70.58 |   84.21 |   77.97 | ...46-352,397-398 
  ...ace-skills.ts |   69.87 |    78.12 |     100 |   69.87 | ...59-284,290-324 
  ...ace-status.ts |   82.94 |     74.5 |     100 |   82.94 | ...84-486,490-491 
  ...pace-tools.ts |   75.94 |    69.69 |   66.66 |   75.94 | ...59-164,193-194 
  ...pace-trust.ts |   78.42 |    64.78 |      80 |   78.42 | ...31-336,344-345 
  ...pace-voice.ts |   91.33 |    80.92 |     100 |   91.33 | ...70-673,676-678 
 src/serve/server  |   90.69 |    89.18 |   96.55 |   90.69 |                   
  access-log.ts    |   98.68 |     97.1 |     100 |   98.68 | 115,186           
  ...er-helpers.ts |   63.82 |    77.96 |   81.81 |   63.82 | ...16,330,332-347 
  ...w-registry.ts |    98.8 |    81.81 |     100 |    98.8 | 107               
  ...r-handlers.ts |   97.29 |       75 |     100 |   97.29 | 17                
  ...r-response.ts |   85.66 |    76.83 |     100 |   85.66 | ...02,719,782-791 
  fs-factory.ts    |     100 |    92.59 |     100 |     100 | 34,42,103,159     
  ...branch-ops.ts |     100 |      100 |     100 |     100 |                   
  ...t-deadline.ts |     100 |      100 |     100 |     100 |                   
  ...iter-setup.ts |      65 |    73.33 |   33.33 |      65 | 30-35,38-43,47-48 
  ...st-helpers.ts |   95.11 |    95.19 |     100 |   95.11 | ...65-167,422-427 
  self-origin.ts   |   76.19 |       80 |     100 |   76.19 | 45-54             
  ...e-features.ts |   94.81 |    90.32 |     100 |   94.81 | 175-181           
  ...on-archive.ts |   89.55 |    87.78 |   97.14 |   89.55 | ...32-836,888-889 
  ...ion-export.ts |     100 |    94.44 |     100 |     100 | 64                
  session-list.ts  |   93.55 |    91.01 |     100 |   93.55 | ...79,681-687,827 
  telemetry.ts     |   99.01 |    97.45 |     100 |   99.01 | ...19,633,775-777 
 src/serve/voice   |   83.35 |    92.22 |   90.47 |   83.35 |                   
  ...ice-config.ts |   84.61 |       30 |     100 |   84.61 | 90-99,103-104     
  voice-ws.ts      |   77.16 |    94.73 |   83.33 |   77.16 | ...68,483,521-523 
  ...oordinator.ts |     100 |    98.21 |     100 |     100 | 176               
 ...kspace-service |   89.11 |    86.15 |   90.69 |   89.11 |                   
  index.ts         |   88.66 |    85.77 |   89.47 |   88.66 | ...1286-1290,1293 
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/services      |   92.23 |     88.5 |   97.82 |   92.23 |                   
  ...mandLoader.ts |     100 |    88.88 |     100 |     100 | 104-117           
  ...killLoader.ts |   97.14 |    87.87 |     100 |   97.14 | 140,151-152       
  ...andService.ts |   98.73 |      100 |     100 |   98.73 | 107               
  ...mandLoader.ts |   86.83 |    83.87 |     100 |   86.83 | ...30-335,340-345 
  ...omptLoader.ts |   79.55 |    88.29 |   83.33 |   79.55 | ...48,178,245-246 
  ...mandLoader.ts |   97.36 |    92.68 |     100 |   97.36 | 153,160-161       
  ...nd-factory.ts |   91.42 |    91.66 |     100 |   91.42 | 128,137-144       
  ...ation-tool.ts |     100 |    95.45 |     100 |     100 | 125               
  ...ndMetadata.ts |   98.23 |    96.72 |     100 |   98.23 | 83,87             
  commandUtils.ts  |      96 |     90.9 |     100 |      96 | 48                
  ...and-parser.ts |   90.69 |    85.71 |     100 |   90.69 | 63-66             
  ...ionService.ts |     100 |      100 |     100 |     100 |                   
  prompt-stash.ts  |   96.66 |    92.85 |     100 |   96.66 | 34-35             
  ...tree-lease.ts |   88.29 |    86.48 |     100 |   88.29 | ...91-196,229-230 
  ...low-loader.ts |     100 |    96.15 |     100 |     100 | 88                
  setup-github.ts  |    90.8 |    80.95 |     100 |    90.8 | ...49-450,457-458 
  ...-args-file.ts |   93.54 |    90.47 |    87.5 |   93.54 | 201-203,217-223   
  types.ts         |     100 |      100 |     100 |     100 |                   
  ...e-keyterms.ts |   98.64 |    95.83 |     100 |   98.64 | 116,142-143       
  voice-model.ts   |     100 |      100 |     100 |     100 |                   
  voice-service.ts |   90.37 |    87.87 |     100 |   90.37 | ...80,287,352-357 
  ...e-settings.ts |     100 |    95.23 |     100 |     100 | 19                
  ...ranscriber.ts |   90.46 |    82.19 |      96 |   90.46 | ...66-668,671-673 
 ...rvices/insight |     100 |      100 |     100 |     100 |                   
  dates.ts         |     100 |      100 |     100 |     100 |                   
 ...ght/generators |   88.91 |    86.29 |   96.15 |   88.91 |                   
  DataProcessor.ts |   88.28 |    86.24 |   94.73 |   88.28 | ...1352,1356-1363 
  ...tGenerator.ts |   98.24 |    85.71 |     100 |   98.24 | 47                
  ...teRenderer.ts |     100 |      100 |     100 |     100 |                   
 .../insight/types |       0 |       50 |      50 |       0 |                   
  ...sightTypes.ts |       0 |        0 |       0 |       0 |                   
  ...sightTypes.ts |       0 |        0 |       0 |       0 | 1                 
 ...mpt-processors |   97.27 |    94.04 |     100 |   97.27 |                   
  ...tProcessor.ts |     100 |      100 |     100 |     100 |                   
  ...eProcessor.ts |   94.52 |    84.21 |     100 |   94.52 | 46-47,93-94       
  ...tionParser.ts |     100 |      100 |     100 |     100 |                   
  ...lProcessor.ts |   97.41 |    95.65 |     100 |   97.41 | 95-98             
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/services/tips |   97.27 |    84.61 |     100 |   97.27 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  tipHistory.ts    |   92.59 |       70 |     100 |   92.59 | ...24,146,153,162 
  tipRegistry.ts   |     100 |      100 |     100 |     100 |                   
  tipScheduler.ts  |     100 |    91.66 |     100 |     100 | 55                
 src/startup       |   88.99 |    83.47 |    90.9 |   88.99 |                   
  ...p-prefetch.ts |   98.09 |    94.23 |    87.5 |   98.09 | 50,209,225-226    
  ...reeStartup.ts |   80.53 |     74.6 |     100 |   80.53 | ...94,403,409-412 
 src/test-utils    |   93.26 |       75 |   83.33 |   93.26 |                   
  ci-env.ts        |      88 |     62.5 |     100 |      88 | 22-23,28          
  ...omMatchers.ts |   69.69 |       50 |      50 |   69.69 | 32-35,37-39,45-47 
  ...andContext.ts |     100 |      100 |     100 |     100 |                   
  render.tsx       |     100 |      100 |     100 |     100 |                   
 src/ui            |   72.22 |    75.68 |   64.63 |   72.22 |                   
  App.tsx          |   33.33 |       75 |   33.33 |   33.33 | 32-86             
  AppContainer.tsx |   73.35 |    72.71 |   67.85 |   73.35 | ...4133,4175-4185 
  ...tionNudge.tsx |    9.58 |      100 |       0 |    9.58 | 24-94             
  ...ackDialog.tsx |    30.3 |      100 |       0 |    30.3 | 26-76             
  ...tionNudge.tsx |    7.69 |      100 |       0 |    7.69 | 25-103            
  colors.ts        |      60 |      100 |   35.29 |      60 | ...52,54-55,60-61 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  keyMatchers.ts   |   95.91 |    97.14 |     100 |   95.91 | 25-26             
  ...tic-colors.ts |     100 |      100 |     100 |     100 |                   
  ...ractiveUI.tsx |   68.12 |    64.86 |   33.33 |   68.12 | ...98,321,341-346 
  ...inePresets.ts |   96.27 |    83.87 |     100 |   96.27 | ...97,402,410-412 
  textConstants.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/ui/auth       |   58.53 |    66.18 |   51.06 |   58.53 |                   
  AuthDialog.tsx   |   59.01 |     42.1 |   16.66 |   59.01 | ...25,332-354,358 
  ...nProgress.tsx |       0 |        0 |       0 |       0 | 1-64              
  ...etupSteps.tsx |   60.21 |    70.73 |   57.69 |   60.21 | ...90,794,803,806 
  useAuth.ts       |    94.6 |    73.52 |     100 |    94.6 | ...21-222,241-247 
  ...rSetupFlow.ts |   43.18 |    33.33 |      50 |   43.18 | ...78-399,416-459 
 src/ui/commands   |   81.41 |    82.94 |    89.4 |   81.41 |                   
  aboutCommand.ts  |     100 |      100 |     100 |     100 |                   
  agentsCommand.ts |   83.78 |      100 |      60 |   83.78 | 30-32,42-44       
  ...odeCommand.ts |    93.1 |    95.23 |     100 |    93.1 | 77-82             
  arenaCommand.ts  |   63.89 |    65.71 |   65.21 |   63.89 | ...01-606,691-699 
  authCommand.ts   |     100 |      100 |     100 |     100 |                   
  branchCommand.ts |     100 |      100 |     100 |     100 |                   
  btwCommand.ts    |   94.32 |    77.41 |     100 |   94.32 | 35-36,114-119     
  bugCommand.ts    |     100 |    77.77 |     100 |     100 | 27,61             
  cdCommand.ts     |    92.3 |    82.75 |     100 |    92.3 | ...,94-99,178,187 
  clearCommand.ts  |    80.9 |    70.83 |     100 |    80.9 | ...24-125,133-142 
  ...essCommand.ts |   67.95 |    55.88 |      75 |   67.95 | ...86-187,201-204 
  ...astCommand.ts |   84.17 |       75 |     100 |   84.17 | ...,91-97,125-130 
  ...ig-command.ts |   93.12 |    88.42 |     100 |   93.12 | ...07-315,321-323 
  ...extCommand.ts |   68.28 |    70.14 |   84.61 |   68.28 | ...66-599,610-611 
  copyCommand.ts   |    98.7 |    96.29 |     100 |    98.7 | 66-67,172,272,323 
  deleteCommand.ts |     100 |      100 |     100 |     100 |                   
  diffCommand.ts   |     100 |    87.87 |     100 |     100 | ...63,231-232,245 
  ...ryCommand.tsx |   81.64 |    87.67 |    90.9 |   81.64 | ...73-278,325-332 
  docsCommand.ts   |     100 |     90.9 |     100 |     100 | 25                
  doctorCommand.ts |   65.37 |    81.88 |   94.11 |   65.37 | ...85-535,538-672 
  dreamCommand.ts  |   85.45 |    88.88 |     100 |   85.45 | 58-65             
  editorCommand.ts |     100 |      100 |     100 |     100 |                   
  ...rt-command.ts |   82.97 |    78.57 |     100 |   82.97 | 47-52,67-70,91-96 
  exportCommand.ts |   98.25 |    91.02 |     100 |   98.25 | ...81,198-199,364 
  ...onsCommand.ts |   52.31 |    56.25 |   69.23 |   52.31 | ...09,277-329,390 
  forgetCommand.ts |     100 |       90 |     100 |     100 | 59                
  forkCommand.ts   |     100 |    94.11 |     100 |     100 | 96,147            
  goalCommand.ts   |   91.13 |    83.72 |      90 |   91.13 | ...81-184,196-199 
  helpCommand.ts   |     100 |      100 |     100 |     100 |                   
  ...oryCommand.ts |     100 |      100 |     100 |     100 |                   
  hooksCommand.ts  |   81.13 |    65.71 |   85.71 |   81.13 | ...,86-93,131-132 
  ideCommand.ts    |   60.75 |    64.28 |   41.17 |   60.75 | ...05-306,310-324 
  ...figCommand.ts |   52.83 |    81.25 |      70 |   52.83 | ...74-319,321-330 
  initCommand.ts   |   91.86 |       80 |     100 |   91.86 | 48,83-88          
  ...ghtCommand.ts |   77.87 |    71.42 |     100 |   77.87 | ...44-245,250-272 
  ...ageCommand.ts |   93.45 |    89.06 |     100 |   93.45 | ...68-169,196-206 
  learn-command.ts |     100 |      100 |     100 |     100 |                   
  lspCommand.ts    |     100 |    86.95 |     100 |     100 | 31,101-102        
  mcpCommand.ts    |     100 |      100 |     100 |     100 |                   
  memoryCommand.ts |     100 |      100 |     100 |     100 |                   
  modelCommand.ts  |   86.27 |    83.01 |     100 |   86.27 | ...22-935,969-974 
  ...onsCommand.ts |     100 |      100 |     100 |     100 |                   
  planCommand.ts   |   78.82 |    76.92 |     100 |   78.82 | 30-35,51-56,68-73 
  quitCommand.ts   |     100 |      100 |     100 |     100 |                   
  recapCommand.ts  |   21.81 |      100 |      50 |   21.81 | 24-73             
  ...ns-command.ts |   98.83 |    81.81 |     100 |   98.83 | 100               
  ...berCommand.ts |     100 |     87.5 |     100 |     100 | 46                
  renameCommand.ts |   89.06 |    88.37 |     100 |   89.06 | ...72-176,202-209 
  ...oreCommand.ts |    90.9 |    86.04 |     100 |    90.9 | ...41-146,176-177 
  resumeCommand.ts |     100 |      100 |     100 |     100 |                   
  rewindCommand.ts |   81.25 |      100 |      50 |   81.25 | 20-22             
  ...ngsCommand.ts |     100 |      100 |     100 |     100 |                   
  ...hubCommand.ts |   89.47 |       75 |      80 |   89.47 | 54-59             
  skillsCommand.ts |   78.82 |    81.81 |     100 |   78.82 | 37-52,78,97       
  statsCommand.ts  |   90.65 |    76.73 |     100 |   90.65 | ...30-733,825-832 
  ...ineCommand.ts |     100 |      100 |     100 |     100 |                   
  ...aryCommand.ts |    6.43 |      100 |      50 |    6.43 | 31-330            
  tasksCommand.ts  |   77.22 |    72.13 |     100 |   77.22 | ...46-150,172-177 
  ...tupCommand.ts |     100 |      100 |     100 |     100 |                   
  themeCommand.ts  |     100 |      100 |     100 |     100 |                   
  toolsCommand.ts  |     100 |      100 |     100 |     100 |                   
  trustCommand.ts  |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
  ...te-command.ts |     100 |    94.11 |     100 |     100 | 74,148            
  vimCommand.ts    |   54.54 |      100 |      50 |   54.54 | 19-29             
  voice-command.ts |   93.57 |       88 |     100 |   93.57 | 35,97-102         
  ...owsCommand.ts |   91.82 |    78.87 |   66.66 |   91.82 | ...59-160,169-174 
 src/ui/components |   71.13 |    78.52 |   78.67 |   71.13 |                   
  AboutBox.tsx     |     100 |      100 |     100 |     100 |                   
  ...ateScreen.tsx |   97.29 |     87.5 |   66.66 |   97.29 | 49                
  AnsiOutput.tsx   |   65.57 |      100 |      50 |   65.57 | 69-90             
  ApiKeyInput.tsx  |       0 |        0 |       0 |       0 | 1-97              
  AppHeader.tsx    |    88.7 |       75 |     100 |    88.7 | 36,38-43,45       
  ...odeDialog.tsx |   87.24 |    72.22 |   33.33 |   87.24 | ...85,233-238,245 
  AsciiArt.ts      |     100 |      100 |     100 |     100 |                   
  ...Indicator.tsx |   95.65 |    66.66 |     100 |   95.65 | 27,52             
  ...TextInput.tsx |   88.65 |    90.41 |     100 |   88.65 | ...84-286,300-302 
  Composer.tsx     |   94.49 |    66.66 |     100 |   94.49 | ...-72,84,139,153 
  ...entPrompt.tsx |     100 |      100 |     100 |     100 |                   
  ...ryDisplay.tsx |   75.89 |    62.06 |     100 |   75.89 | ...,88,93-108,113 
  ...geDisplay.tsx |   68.42 |    57.14 |     100 |   68.42 | 16-17,31-32,42-50 
  CronPill.tsx     |     100 |    93.75 |     100 |     100 | 19                
  ...ification.tsx |      84 |       60 |     100 |      84 | 23-24,40-42       
  ...gProfiler.tsx |       0 |        0 |       0 |       0 | 1-36              
  ...ogManager.tsx |       0 |        0 |       0 |       0 | 1-597             
  DiffDialog.tsx   |    53.5 |     37.5 |   69.23 |    53.5 | ...32-737,747-760 
  ...ngsDialog.tsx |       0 |        0 |       0 |       0 | 1-195             
  EffortDialog.tsx |   97.36 |      100 |     100 |   97.36 | 55-56             
  ExitWarning.tsx  |     100 |      100 |     100 |     100 |                   
  ...hProgress.tsx |    87.8 |    33.33 |     100 |    87.8 | 28-31,56          
  ...ustDialog.tsx |     100 |      100 |     100 |     100 |                   
  Footer.tsx       |   75.11 |     61.4 |      50 |   75.11 | ...48-253,271-275 
  ...ngSpinner.tsx |   68.42 |    85.71 |      50 |   68.42 | 35-52,73,80-81    
  GoalPill.tsx     |   83.33 |    76.92 |     100 |   83.33 | 24-30             
  Header.tsx       |   98.65 |    94.73 |     100 |   98.65 | 173,175           
  Help.tsx         |   98.33 |       90 |     100 |   98.33 | ...25,382,448-449 
  ...emDisplay.tsx |   78.51 |     65.3 |     100 |   78.51 | ...99,502,505-511 
  ...ngeDialog.tsx |     100 |      100 |     100 |     100 |                   
  InputPrompt.tsx  |   83.08 |    81.73 |      80 |   83.08 | ...2197,2223,2297 
  ...Shortcuts.tsx |     100 |       88 |     100 |     100 | 98,119            
  ...Indicator.tsx |   98.18 |    97.82 |     100 |   98.18 | 161-162           
  ...firmation.tsx |   91.42 |      100 |      50 |   91.42 | 26-31             
  MainContent.tsx  |   95.82 |    92.53 |      50 |   95.82 | ...97,440-444,447 
  MemoryDialog.tsx |   86.59 |    80.15 |     100 |   86.59 | ...34-435,485,553 
  ...geDisplay.tsx |       0 |        0 |       0 |       0 | 1-41              
  ModelDialog.tsx  |   83.41 |    71.65 |     100 |   83.41 | ...69,971,976-992 
  ...tsDisplay.tsx |     100 |    97.22 |     100 |     100 | 270               
  ...fications.tsx |       0 |        0 |       0 |       0 | 1-56              
  ...onsDialog.tsx |       0 |        0 |       0 |       0 | 1-1004            
  ...ryDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...icePrompt.tsx |   92.64 |    85.71 |     100 |   92.64 | 102-106,134-139   
  PrepareLabel.tsx |   91.66 |    77.27 |     100 |   91.66 | 73-75,77-79,110   
  ...atePrompt.tsx |       0 |        0 |       0 |       0 | 1-134             
  ...geDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...ngDisplay.tsx |       0 |        0 |       0 |       0 | 1-39              
  ...hProgress.tsx |   85.25 |    88.46 |     100 |   85.25 | 121-147           
  ...dSelector.tsx |   92.79 |    82.65 |     100 |   92.79 | ...19-323,354-370 
  ...ionPicker.tsx |   83.66 |    72.13 |     100 |   83.66 | ...96,402,444-466 
  ...onPreview.tsx |   93.58 |    83.78 |     100 |   93.58 | ...,70-71,195-197 
  ...ryDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...putPrompt.tsx |   72.56 |       80 |      40 |   72.56 | ...06-109,114-117 
  ...tedDialog.tsx |     100 |      100 |     100 |     100 |                   
  ...ngsDialog.tsx |   71.49 |    73.89 |   69.23 |   71.49 | ...1244,1250-1251 
  ...ionDialog.tsx |    92.3 |    96.15 |   33.33 |    92.3 | 60-63,68-75,164   
  ...putPrompt.tsx |    15.9 |      100 |       0 |    15.9 | 20-63             
  ...Indicator.tsx |   57.14 |      100 |       0 |   57.14 | 12-15             
  ...MoreLines.tsx |       0 |        0 |       0 |       0 | 1-40              
  ...iewDialog.tsx |   97.77 |    87.67 |     100 |   97.77 | ...97,305-307,324 
  ...tsDisplay.tsx |   95.86 |       75 |     100 |   95.86 | 67-71             
  ...ionPicker.tsx |       0 |        0 |       0 |       0 | 1-172             
  ...tivityTab.tsx |    3.94 |      100 |       0 |    3.94 | 27-275            
  StatsDialog.tsx  |    8.64 |      100 |       0 |    8.64 | ...76-111,130-322 
  StatsDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...ciencyTab.tsx |    78.9 |    56.52 |     100 |    78.9 | ...26,213,262-288 
  ...atmapView.tsx |    8.98 |      100 |       0 |    8.98 | 20-107            
  ...essionTab.tsx |      80 |    66.66 |     100 |      80 | ...70-277,283-300 
  ...ineDialog.tsx |    93.5 |    85.18 |     100 |    93.5 | ...05,267,287-289 
  ...yTodoList.tsx |   96.36 |    88.23 |     100 |   96.36 | 138-141           
  ...nsDisplay.tsx |   92.97 |    83.87 |     100 |   92.97 | ...45,248,275-277 
  ThemeDialog.tsx  |   89.95 |    46.15 |      75 |   89.95 | ...71-173,243-245 
  Tips.tsx         |   93.54 |       75 |     100 |   93.54 | 39-40             
  TodoDisplay.tsx  |     100 |      100 |     100 |     100 |                   
  ...tsDisplay.tsx |     100 |     87.5 |     100 |     100 | 31-32             
  ...criptView.tsx |   98.27 |    84.21 |     100 |   98.27 | 45,53             
  TrustDialog.tsx  |     100 |    83.33 |     100 |     100 | 72-87             
  ...ification.tsx |   36.36 |      100 |       0 |   36.36 | 15-22             
  ...Indicator.tsx |    92.5 |     87.5 |     100 |    92.5 | 50-53             
  ...ackDialog.tsx |       0 |        0 |       0 |       0 | 1-134             
  ...xitDialog.tsx |   80.36 |    43.47 |      60 |   80.36 | ...24-238,248-251 
  ...odeVisuals.ts |   97.22 |    85.71 |     100 |   97.22 | 25                
  ...s-helpers.tsx |   66.25 |    81.25 |      50 |   66.25 | 25-32,46-53,62-72 
 ...nts/agent-view |   55.05 |    69.09 |      50 |   55.05 |                   
  ...atContent.tsx |    9.09 |      100 |       0 |    9.09 | 54-275,281-283    
  ...tChatView.tsx |   21.05 |      100 |       0 |   21.05 | 21-39             
  ...tComposer.tsx |   69.48 |    33.33 |   66.66 |   69.48 | ...51,269,277-279 
  AgentFooter.tsx  |   15.38 |      100 |       0 |   15.38 | 28-65             
  AgentHeader.tsx  |   15.38 |      100 |       0 |   15.38 | 27-64             
  AgentTabBar.tsx  |    87.9 |    63.88 |     100 |    87.9 | ...88,110-118,136 
  ...oryAdapter.ts |     100 |    91.83 |     100 |     100 | 103,109-110,138   
  index.ts         |       0 |        0 |       0 |       0 | 1-12              
 ...mponents/arena |    42.3 |    68.69 |   73.68 |    42.3 |                   
  ArenaCards.tsx   |   73.06 |    71.79 |   85.71 |   73.06 | ...83-185,321-326 
  ...ectDialog.tsx |   83.48 |    69.86 |   88.88 |   83.48 | ...88-392,409-410 
  ...artDialog.tsx |       0 |        0 |       0 |       0 | 1-166             
  ...tusDialog.tsx |       0 |        0 |       0 |       0 | 1-288             
  ...topDialog.tsx |       0 |        0 |       0 |       0 | 1-213             
 ...ackground-view |    82.2 |    81.36 |    90.9 |    82.2 |                   
  ...sksDialog.tsx |   77.53 |     76.9 |   80.76 |   77.53 | ...1781,1803-1809 
  ...TasksPill.tsx |   67.03 |     86.2 |     100 |   67.03 | ...02-122,130-138 
  ...gentPanel.tsx |   97.08 |    86.31 |     100 |   97.08 | 132,442-446,520   
  agent-forest.ts  |    99.2 |    93.93 |     100 |    99.2 | 258               
  ...Visibility.ts |     100 |      100 |     100 |     100 |                   
  ...e-overlay.tsx |    88.2 |    76.47 |     100 |    88.2 | ...36-138,140-142 
 ...nts/extensions |   84.32 |    76.78 |   83.33 |   84.32 |                   
  ...gerDialog.tsx |   82.15 |    76.08 |     100 |   82.15 | ...91-198,258,260 
  TabBar.tsx       |   97.29 |    88.88 |     100 |   97.29 | 33                
  index.ts         |       0 |        0 |       0 |       0 | 1-12              
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...tensions/steps |   46.26 |       85 |   58.82 |   46.26 |                   
  ...ctionStep.tsx |   95.12 |    92.85 |   85.71 |   95.12 | 84-86,89          
  ...etailStep.tsx |       0 |        0 |       0 |       0 | 1-145             
  ...nListStep.tsx |   75.26 |    88.37 |   66.66 |   75.26 | ...53,174,203-209 
  ...electStep.tsx |       0 |        0 |       0 |       0 | 1-83              
  ...nfirmStep.tsx |   16.32 |      100 |       0 |   16.32 | 28-74             
  index.ts         |       0 |        0 |       0 |       0 | 1-11              
 ...xtensions/tabs |   71.92 |    68.14 |   70.83 |   71.92 |                   
  DiscoverTab.tsx  |   68.22 |    67.66 |   55.55 |   68.22 | ...93,656-660,664 
  InstalledTab.tsx |   75.49 |    67.28 |   83.33 |   75.49 | ...77,782-783,820 
  SourcesTab.tsx   |   71.67 |    70.47 |   77.77 |   71.67 | ...28,547,621-633 
 ...tensions/views |   50.97 |    52.38 |   20.83 |   50.97 |                   
  ...tionsView.tsx |   73.75 |    56.36 |   66.66 |   73.75 | ...30,353,369-374 
  ...tionsView.tsx |   43.45 |    44.82 |    6.66 |   43.45 | ...98-405,408-420 
  ...etailView.tsx |    9.56 |      100 |       0 |    9.56 | 40-67,70-158      
 ...mponents/hooks |   87.11 |    81.37 |   91.89 |   87.11 |                   
  ...rListBody.tsx |   95.29 |    85.18 |     100 |   95.29 | 95-98             
  ...etailStep.tsx |   75.32 |    71.42 |      60 |   75.32 | ...56-169,173-186 
  ...etailStep.tsx |     100 |      100 |     100 |     100 |                   
  ...rListStep.tsx |     100 |      100 |     100 |     100 |                   
  ...entHeader.tsx |     100 |    85.71 |     100 |     100 | 47                
  ...rListStep.tsx |     100 |      100 |     100 |     100 |                   
  ...etailStep.tsx |     100 |      100 |     100 |     100 |                   
  ...abledStep.tsx |     100 |      100 |     100 |     100 |                   
  ...sListStep.tsx |     100 |      100 |     100 |     100 |                   
  ...entDialog.tsx |   72.29 |    70.49 |     100 |   72.29 | ...51,563-568,572 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-13              
  ...erGrouping.ts |     100 |      100 |     100 |     100 |                   
  sourceLabels.ts  |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...components/mcp |   40.04 |    61.53 |   70.58 |   40.04 |                   
  ...ealthPill.tsx |   68.42 |    85.71 |     100 |   68.42 | 40-46             
  ...entDialog.tsx |   32.09 |    26.19 |      40 |   32.09 | ...12,914,927-933 
  ...valDialog.tsx |   15.06 |      100 |       0 |   15.06 | 40-109            
  constants.ts     |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-35              
  types.ts         |     100 |      100 |     100 |     100 |                   
  utils.ts         |      97 |       95 |     100 |      97 | 24,113-114        
 ...ents/mcp/steps |   53.94 |    73.51 |   57.14 |   53.94 |                   
  ...icateStep.tsx |    5.65 |      100 |       0 |    5.65 | 40-66,69-308      
  ...electStep.tsx |   10.95 |      100 |       0 |   10.95 | 16-88             
  ...etailStep.tsx |     100 |      100 |     100 |     100 |                   
  ...eListStep.tsx |   99.09 |    97.36 |     100 |   99.09 | 71                
  ...etailStep.tsx |   62.83 |       60 |   33.33 |   62.83 | ...87-296,307-332 
  ...rListStep.tsx |   88.53 |    81.25 |     100 |   88.53 | ...64,170,175-180 
  ...etailStep.tsx |    10.3 |      100 |       0 |    10.3 | ...1,67-79,82-140 
  ToolListStep.tsx |   69.29 |       50 |     100 |   69.29 | ...23,126,135-144 
 ...nents/messages |   89.82 |    86.17 |   85.29 |   89.82 |                   
  ...ionDialog.tsx |   89.23 |    84.27 |   81.81 |   89.23 | ...75,593,611-613 
  BtwMessage.tsx   |     100 |      100 |     100 |     100 |                   
  ...upDisplay.tsx |     100 |    94.73 |     100 |     100 | ...43,289,402,432 
  ...onMessage.tsx |   92.06 |    82.35 |     100 |   92.06 | 58-60,62,64       
  ...nMessages.tsx |   94.44 |    97.77 |   78.57 |   94.44 | ...53-355,358-361 
  DiffRenderer.tsx |   93.17 |    86.02 |     100 |   93.17 | ...07,235-236,302 
  ...tsDisplay.tsx |   97.08 |    77.77 |     100 |   97.08 | 95,97,106         
  ...usMessage.tsx |   76.52 |     42.1 |   66.66 |   76.52 | ...00,102,125,156 
  ...tsDisplay.tsx |   95.52 |    88.31 |     100 |   95.52 | ...40,142,175-180 
  ...ssMessage.tsx |    12.5 |      100 |       0 |    12.5 | 18-59             
  ...edMessage.tsx |   21.05 |      100 |       0 |   21.05 | 23-39             
  ...sMessages.tsx |   59.04 |       50 |    37.5 |   59.04 | ...21-126,147-159 
  ...ryMessage.tsx |   13.63 |      100 |       0 |   13.63 | 23-64             
  ...onMessage.tsx |   89.75 |     79.1 |     100 |   89.75 | ...33-635,642-644 
  ...upMessage.tsx |   98.32 |    95.16 |     100 |   98.32 | 184-187,414       
  ToolMessage.tsx  |   92.49 |       85 |   93.33 |   92.49 | ...61-966,993-995 
 ...ponents/shared |   85.79 |    82.12 |   94.11 |   85.79 |                   
  ...ctionList.tsx |     100 |      100 |      75 |     100 |                   
  ...tonSelect.tsx |     100 |      100 |     100 |     100 |                   
  EnumSelector.tsx |     100 |    96.42 |     100 |     100 | 58                
  ...rBoundary.tsx |     100 |      100 |     100 |     100 |                   
  MaxSizedBox.tsx  |   84.71 |    86.95 |      90 |   84.71 | ...67-568,685-686 
  MultiSelect.tsx  |   93.58 |       75 |     100 |   93.58 | ...43,199-201,211 
  ...tonSelect.tsx |     100 |      100 |     100 |     100 |                   
  ...ontroller.tsx |     100 |    83.33 |     100 |     100 | 73,93-95          
  ...eSelector.tsx |     100 |       60 |     100 |     100 | 40-45             
  ...lableList.tsx |   81.48 |    84.84 |     100 |   81.48 | 46-66,73-76       
  StaticRender.tsx |   72.72 |      100 |     100 |   72.72 | 31-33             
  TextInput.tsx    |    80.8 |    67.24 |      80 |    80.8 | ...36-240,252-258 
  ...ontroller.tsx |     100 |    81.81 |     100 |     100 | 59-62             
  ...apsedTime.tsx |     100 |      100 |     100 |     100 |                   
  ...Indicator.tsx |     100 |      100 |     100 |     100 |                   
  ...lizedList.tsx |   88.51 |    85.11 |   81.81 |   88.51 | ...51-779,792,887 
  text-buffer.ts   |   85.98 |    81.81 |   97.91 |   85.98 | ...2664,2762-2763 
  ...er-actions.ts |   73.93 |    67.22 |     100 |   73.93 | ...32-733,934-936 
 ...ponents/skills |       0 |        0 |       0 |       0 |                   
  ...gerDialog.tsx |       0 |        0 |       0 |       0 | 1-681             
 ...ents/subagents |       0 |        0 |       0 |       0 |                   
  constants.ts     |       0 |        0 |       0 |       0 | 1-71              
  index.ts         |       0 |        0 |       0 |       0 | 1-11              
  reducers.tsx     |       0 |        0 |       0 |       0 | 1-190             
  types.ts         |       0 |        0 |       0 |       0 | 1-125             
  utils.ts         |       0 |        0 |       0 |       0 | 1-102             
 ...bagents/create |       0 |        0 |       0 |       0 |                   
  ...ionWizard.tsx |       0 |        0 |       0 |       0 | 1-299             
  ...rSelector.tsx |       0 |        0 |       0 |       0 | 1-85              
  ...onSummary.tsx |       0 |        0 |       0 |       0 | 1-331             
  ...tionInput.tsx |       0 |        0 |       0 |       0 | 1-177             
  ...dSelector.tsx |       0 |        0 |       0 |       0 | 1-63              
  ...nSelector.tsx |       0 |        0 |       0 |       0 | 1-58              
  ...EntryStep.tsx |       0 |        0 |       0 |       0 | 1-78              
  ToolSelector.tsx |       0 |        0 |       0 |       0 | 1-253             
 ...bagents/manage |   14.14 |    53.19 |    37.5 |   14.14 |                   
  ...ctionStep.tsx |       0 |        0 |       0 |       0 | 1-103             
  ...eleteStep.tsx |       0 |        0 |       0 |       0 | 1-62              
  ...tEditStep.tsx |       0 |        0 |       0 |       0 | 1-124             
  ...ctionStep.tsx |   35.61 |    59.52 |     100 |   35.61 | ...21-433,438-440 
  ...iewerStep.tsx |       0 |        0 |       0 |       0 | 1-73              
  ...gerDialog.tsx |       0 |        0 |       0 |       0 | 1-341             
 ...mponents/views |   69.81 |    72.64 |   61.11 |   69.81 |                   
  ContextUsage.tsx |   70.88 |    63.88 |      80 |   70.88 | ...20-426,463-557 
  DoctorReport.tsx |     9.8 |      100 |       0 |     9.8 | 25-54,57-131      
  ...sionsList.tsx |   88.05 |       75 |     100 |   88.05 | 70-77             
  McpStatus.tsx    |   92.01 |     73.8 |     100 |   92.01 | ...36,175-177,262 
  SkillsList.tsx   |   20.51 |      100 |       0 |   20.51 | 17-20,27-57       
  ToolsList.tsx    |     100 |      100 |     100 |     100 |                   
 src/ui/contexts   |   84.14 |    81.87 |    86.3 |   84.14 |                   
  ...ewContext.tsx |   64.83 |    88.88 |      50 |   64.83 | ...16-219,225-235 
  AppContext.tsx   |      80 |       50 |     100 |      80 | 19-20             
  ...ewContext.tsx |   92.45 |    62.79 |      50 |   92.45 | ...69-270,272-276 
  ...igContext.tsx |   81.81 |       50 |     100 |   81.81 | 15-16             
  ...ssContext.tsx |   85.98 |    85.26 |     100 |   85.98 | ...1612-1614,1620 
  ...owContext.tsx |   91.07 |    81.81 |     100 |   91.07 | 47-48,60-62       
  ...deContext.tsx |     100 |      100 |      50 |     100 |                   
  ...onContext.tsx |   80.77 |       80 |    92.3 |   80.77 | ...31-434,443-446 
  ...gsContext.tsx |     100 |      100 |     100 |     100 |                   
  ...usContext.tsx |     100 |      100 |     100 |     100 |                   
  ...ngContext.tsx |   71.42 |       50 |     100 |   71.42 | 17-20             
  ...utContext.tsx |   85.71 |      100 |   66.66 |   85.71 | 13-14             
  ...edContext.tsx |     100 |      100 |      50 |     100 |                   
  ...nsContext.tsx |   88.88 |       50 |     100 |   88.88 | 155-156           
  ...teContext.tsx |   86.66 |       50 |     100 |   86.66 | 234-235           
  ...deContext.tsx |      80 |     87.5 |      75 |      80 | ...11-112,118-120 
  ...rtContext.tsx |     100 |      100 |     100 |     100 |                   
 src/ui/daemon     |   88.35 |    73.51 |   95.45 |   88.35 |                   
  ...ui-adapter.ts |   88.35 |    73.51 |   95.45 |   88.35 | ...74,792-793,879 
 src/ui/editors    |       0 |        0 |       0 |       0 |                   
  ...ngsManager.ts |       0 |        0 |       0 |       0 | 1-67              
 src/ui/hooks      |   85.13 |    82.53 |   89.57 |   85.13 |                   
  ...dProcessor.ts |   83.95 |    83.95 |     100 |   83.95 | ...39-871,918-919 
  ...ention-ref.ts |   97.72 |       84 |     100 |   97.72 | 65                
  keyToAnsi.ts     |    3.92 |      100 |       0 |    3.92 | 19-77             
  ...esourceRef.ts |     100 |      100 |     100 |     100 |                   
  ...completion.ts |     100 |    95.45 |     100 |     100 | 95                
  ...ention-ref.ts |     100 |      100 |     100 |     100 |                   
  ...dProcessor.ts |   94.62 |    73.58 |     100 |   94.62 | ...86-287,292-293 
  ...dProcessor.ts |   85.21 |     66.4 |   81.81 |   85.21 | ...1407,1428-1432 
  ...rt-command.ts |     100 |      100 |     100 |     100 |                   
  ...sced-flush.ts |     100 |      100 |     100 |     100 |                   
  ...oice-input.ts |   92.36 |    81.95 |   66.66 |   92.36 | ...00,502-503,658 
  ...ke-repaint.ts |     100 |      100 |     100 |     100 |                   
  ...amingState.ts |   12.22 |      100 |       0 |   12.22 | 54-157            
  ...agerDialog.ts |   88.23 |      100 |     100 |   88.23 | 20,24             
  ...dScrollbar.ts |     100 |      100 |     100 |     100 |                   
  ...ationFrame.ts |      52 |    63.63 |     100 |      52 | ...59,67-70,76-87 
  ...odeCommand.ts |   58.82 |      100 |     100 |   58.82 | 28,33-48          
  ...enaCommand.ts |      85 |      100 |     100 |      85 | 23-24,29          
  ...aInProcess.ts |   27.92 |       80 |      25 |   27.92 | ...69-170,173-175 
  ...Completion.ts |   86.44 |    88.48 |     100 |   86.44 | ...14-515,525-541 
  ...ifications.ts |   87.82 |    96.77 |     100 |   87.82 | 138-152           
  ...tIndicator.ts |   88.28 |    81.57 |     100 |   88.28 | ...66,175,179-187 
  ...waySummary.ts |   96.26 |       75 |     100 |   96.26 | 126-128,170       
  ...ndTaskView.ts |   94.73 |    76.59 |     100 |   94.73 | 162-166,255,261   
  ...chedScroll.ts |     100 |      100 |     100 |     100 |                   
  ...ketedPaste.ts |    23.8 |      100 |       0 |    23.8 | 19-37             
  ...nchCommand.ts |   94.85 |    80.76 |     100 |   94.85 | ...54,229,292-295 
  ...ompletion.tsx |   97.09 |    87.09 |     100 |   97.09 | ...23-324,334-335 
  ...dMigration.ts |    92.1 |    88.88 |     100 |    92.1 | 42-44             
  useCompletion.ts |   96.29 |    90.56 |     100 |   96.29 | ...17-218,222-223 
  ...nitMessage.ts |     100 |      100 |     100 |     100 |                   
  ...extualTips.ts |   78.26 |       50 |     100 |   78.26 | ...2,75-79,96-104 
  ...eteCommand.ts |   89.52 |    90.69 |     100 |   89.52 | ...98-106,114-115 
  ...ialogClose.ts |   36.11 |       10 |     100 |   36.11 | ...89-195,202-207 
  useDiffData.ts   |       0 |        0 |       0 |       0 | 1-87              
  ...oublePress.ts |   53.12 |       75 |     100 |   53.12 | 33-35,41-54       
  ...orSettings.ts |     100 |      100 |     100 |     100 |                   
  ...Completion.ts |   99.12 |    97.67 |     100 |   99.12 | 182-183           
  ...ionUpdates.ts |   93.72 |    92.98 |     100 |   93.72 | ...87-291,314-320 
  ...agerDialog.ts |   88.88 |      100 |     100 |   88.88 | 21,25             
  ...backDialog.ts |    63.9 |    76.47 |   66.66 |    63.9 | ...66-168,190-191 
  useFocus.ts      |     100 |      100 |     100 |     100 |                   
  ...olderTrust.ts |     100 |    93.33 |     100 |     100 | 62                
  ...ggestions.tsx |   96.47 |    78.94 |     100 |   96.47 | 121,155-156       
  ...miniStream.ts |   85.66 |    81.38 |   96.15 |   85.66 | ...3943,4111-4119 
  ...BranchName.ts |     100 |    94.44 |     100 |     100 | 54                
  ...oryManager.ts |   98.01 |    98.36 |     100 |   98.01 | 139-142           
  ...ooksDialog.ts |    87.5 |      100 |     100 |    87.5 | 19,23             
  ...stListener.ts |     100 |      100 |     100 |     100 |                   
  ...nAuthError.ts |   76.19 |       50 |     100 |   76.19 | 39-40,43-45       
  ...putHistory.ts |   92.59 |    85.71 |     100 |   92.59 | 63-64,72,94-96    
  ...storyStore.ts |     100 |    94.11 |     100 |     100 | 69                
  useKeypress.ts   |     100 |      100 |     100 |     100 |                   
  ...rdProtocol.ts |   36.36 |      100 |       0 |   36.36 | 24-31             
  ...unchEditor.ts |    9.67 |      100 |       0 |    9.67 | 11-32,39-90       
  ...gIndicator.ts |     100 |    96.66 |     100 |     100 | 109               
  useLogger.ts     |      16 |      100 |       0 |      16 | 15-45             
  useMCPHealth.ts  |   63.15 |       80 |      50 |   63.15 | 42-52,64-67       
  ...cpApproval.ts |   93.12 |    86.11 |     100 |   93.12 | ...24-127,139-140 
  useMcpDialog.ts  |    87.5 |      100 |     100 |    87.5 | 19,23             
  ...moryDialog.ts |    87.5 |      100 |     100 |    87.5 | 19,23             
  ...oryMonitor.ts |   83.14 |    78.57 |     100 |   83.14 | 54-63,74-79       
  ...ssageQueue.ts |     100 |     97.5 |     100 |     100 | 99                
  ...delCommand.ts |     100 |       95 |     100 |     100 | 53                
  ...ouseEvents.ts |   94.56 |    94.87 |   83.33 |   94.56 | 77-81             
  ...raseCycler.ts |   84.74 |    76.47 |     100 |   84.74 | ...49,52-53,69-71 
  ...rredEditor.ts |   58.33 |    22.22 |     100 |   58.33 | 23-27,29-33       
  ...derUpdates.ts |    87.4 |    78.78 |     100 |    87.4 | ...71,321-333,381 
  useQwenAuth.ts   |     100 |      100 |     100 |     100 |                   
  ...lScheduler.ts |   88.95 |    86.95 |     100 |   88.95 | ...37-439,471-481 
  ...oryCommand.ts |       0 |        0 |       0 |       0 | 1-7               
  ...umeCommand.ts |   94.67 |    74.28 |     100 |   94.67 | ...19,174,233-238 
  ...ompletion.tsx |   90.67 |    83.33 |     100 |   90.67 | ...02,105,138-141 
  ...ectionList.ts |   97.12 |    96.22 |     100 |   97.12 | ...92-193,247-250 
  ...sionPicker.ts |   92.87 |    90.35 |     100 |   92.87 | ...99-501,503-505 
  ...earchInput.ts |     100 |    97.29 |     100 |     100 | 82                
  ...ngsCommand.ts |   18.75 |      100 |       0 |   18.75 | 10-25             
  ...ellHistory.ts |   93.28 |    80.95 |     100 |   93.28 | ...96,153-154,164 
  ...oryCommand.ts |   85.48 |    58.33 |     100 |   85.48 | 22-28,40,71       
  ...agerDialog.ts |   88.23 |      100 |     100 |   88.23 | 20,24             
  ...Completion.ts |   82.85 |    85.13 |   94.73 |   82.85 | ...78-680,688-724 
  ...tateAndRef.ts |     100 |      100 |     100 |     100 |                   
  ...tatsDialog.ts |     100 |      100 |     100 |     100 |                   
  useStatusLine.ts |   97.13 |    93.33 |     100 |   97.13 | ...78-382,478-485 
  ...eateDialog.ts |   88.23 |      100 |     100 |   88.23 | 14,18             
  ...mInProcess.ts |   27.35 |       80 |      25 |   27.35 | ...82-183,186-188 
  ...tification.ts |     100 |     87.5 |     100 |     100 | 50                
  ...alProgress.ts |   67.34 |    58.82 |   66.66 |   67.34 | 52-53,61-68,79-85 
  ...rminalSize.ts |     100 |      100 |     100 |     100 |                   
  ...emeCommand.ts |   67.01 |    29.41 |     100 |   67.01 | ...10-111,115-116 
  useTimer.ts      |   97.59 |    94.73 |     100 |   97.59 | 17-18             
  ...lMigration.ts |       0 |        0 |       0 |       0 |                   
  ...rustModify.ts |     100 |    90.47 |     100 |     100 | 112,134           
  useTurnDiffs.ts  |   95.12 |    78.57 |     100 |   95.12 | 133-134,156-157   
  ...elcomeBack.ts |   87.36 |     90.9 |     100 |   87.36 | ...,94-96,114-115 
  ...reeSession.ts |   93.75 |       70 |     100 |   93.75 | 47-48,72          
  vim.ts           |      74 |    67.56 |   69.23 |      74 | ...1854-1861,1869 
 src/ui/layouts    |    91.2 |    89.47 |     100 |    91.2 |                   
  ...AppLayout.tsx |    90.9 |     87.5 |     100 |    90.9 | 60-62,110-115,151 
  ...AppLayout.tsx |   91.66 |    92.85 |     100 |   91.66 | 75-80             
 src/ui/models     |   80.72 |       80 |   71.42 |   80.72 |                   
  ...ableModels.ts |   80.72 |       80 |   71.42 |   80.72 | ...,61-71,125-127 
 ...noninteractive |     100 |      100 |    6.66 |     100 |                   
  ...eractiveUi.ts |     100 |      100 |    6.66 |     100 |                   
 src/ui/selection  |   86.47 |    79.88 |   96.66 |   86.47 |                   
  screen-buffer.ts |   94.73 |    64.28 |     100 |   94.73 | 51-52             
  ...ion-coords.ts |     100 |      100 |     100 |     100 |                   
  ...ction-span.ts |   92.72 |       90 |     100 |   92.72 | 37-38,67-68       
  ...tion-state.ts |   85.71 |      100 |   88.88 |   85.71 | 51-58             
  ...ction-text.ts |   92.85 |    92.45 |     100 |   92.85 | 30-34,114-115     
  ...selection.tsx |   80.31 |    59.64 |     100 |   80.31 | ...13-314,330-331 
 src/ui/state      |      95 |    81.81 |     100 |      95 |                   
  extensions.ts    |      95 |    81.81 |     100 |      95 | 69-70,89          
 src/ui/themes     |    98.5 |    73.17 |     100 |    98.5 |                   
  ansi-light.ts    |     100 |      100 |     100 |     100 |                   
  ansi.ts          |     100 |      100 |     100 |     100 |                   
  atom-one-dark.ts |     100 |      100 |     100 |     100 |                   
  ayu-light.ts     |     100 |      100 |     100 |     100 |                   
  ayu.ts           |     100 |      100 |     100 |     100 |                   
  color-utils.ts   |   99.23 |    97.05 |     100 |   99.23 | 277-278           
  default-light.ts |     100 |      100 |     100 |     100 |                   
  default.ts       |     100 |      100 |     100 |     100 |                   
  ...inal-theme.ts |   88.59 |    85.96 |     100 |   88.59 | ...57-261,266-270 
  dracula.ts       |     100 |      100 |     100 |     100 |                   
  github-dark.ts   |     100 |      100 |     100 |     100 |                   
  github-light.ts  |     100 |      100 |     100 |     100 |                   
  googlecode.ts    |     100 |      100 |     100 |     100 |                   
  no-color.ts      |     100 |      100 |     100 |     100 |                   
  qwen-dark.ts     |     100 |      100 |     100 |     100 |                   
  qwen-light.ts    |     100 |      100 |     100 |     100 |                   
  ...tic-tokens.ts |     100 |      100 |     100 |     100 |                   
  ...-of-purple.ts |     100 |      100 |     100 |     100 |                   
  theme-manager.ts |   88.68 |    84.52 |     100 |   88.68 | ...83-392,397-398 
  theme.ts         |     100 |    38.02 |     100 |     100 | ...34-449,457-461 
  xcode.ts         |     100 |      100 |     100 |     100 |                   
 src/ui/utils      |   86.58 |    84.96 |   95.29 |   86.58 |                   
  ...Colorizer.tsx |   80.31 |    85.41 |     100 |   80.31 | ...00-201,313-339 
  ...nRenderer.tsx |   79.84 |     75.6 |     100 |   79.84 | ...66,270,328-329 
  ...wnDisplay.tsx |   92.87 |    93.46 |     100 |   92.87 | ...,955,1002-1020 
  ...idDiagram.tsx |   87.79 |    95.34 |     100 |   87.79 | 156-179           
  ...eRenderer.tsx |   92.38 |    81.91 |   95.23 |   92.38 | ...43-746,799-804 
  ...odeDisplay.ts |   94.28 |    85.71 |     100 |   94.28 | 23,40             
  asciiCharts.ts   |    96.7 |     87.5 |     100 |    96.7 | 170-177,278       
  ...dWorkUtils.ts |     100 |      100 |     100 |     100 |                   
  ...boardUtils.ts |   52.52 |    73.25 |   91.66 |   52.52 | ...23,626-635,638 
  commandUtils.ts  |   96.17 |    88.88 |     100 |   96.17 | ...77,179-180,323 
  computeStats.ts  |     100 |      100 |     100 |     100 |                   
  customBanner.ts  |   90.68 |    91.22 |     100 |   90.68 | ...13,324-327,334 
  displayUtils.ts  |   73.84 |    73.91 |     100 |   73.84 | ...34,36-40,42-46 
  formatters.ts    |   94.87 |    98.21 |     100 |   94.87 | 116-119           
  gradientUtils.ts |     100 |      100 |     100 |     100 |                   
  highlight.ts     |     100 |      100 |     100 |     100 |                   
  ...gap-notice.ts |     100 |      100 |     100 |     100 |                   
  ...oryMapping.ts |     100 |       95 |     100 |     100 | 44,103            
  historyUtils.ts  |      96 |    97.05 |     100 |      96 | 102-105           
  inline-math.ts   |   98.48 |    95.23 |     100 |   98.48 | 129-130           
  input-mouse.ts   |     100 |    85.71 |     100 |     100 | 48,93             
  isNarrowWidth.ts |     100 |      100 |     100 |     100 |                   
  ...olDetector.ts |   68.81 |       75 |   66.66 |   68.81 | ...27-132,160-161 
  latexRenderer.ts |   94.95 |     73.8 |     100 |   94.95 | ...76-178,184-187 
  layoutUtils.ts   |     100 |      100 |     100 |     100 |                   
  list-mouse.ts    |     100 |      100 |     100 |     100 |                   
  ...ightLoader.ts |     100 |       95 |     100 |     100 | 81                
  ...nUtilities.ts |   98.72 |    94.36 |     100 |   98.72 | 145-146           
  ...t-position.ts |     100 |     87.5 |     100 |     100 | 85                
  ...geRenderer.ts |   86.23 |    69.06 |   95.12 |   86.23 | ...1284,1324-1330 
  ...alRenderer.ts |   86.69 |     71.9 |     100 |   86.69 | ...1476,1513-1519 
  ...lsBySource.ts |     100 |    95.23 |     100 |     100 | 84                
  mouse.ts         |   92.85 |    74.19 |     100 |   92.85 | ...38,145,149-152 
  osc8.ts          |   90.43 |    78.33 |     100 |   90.43 | ...59,244,248-249 
  ...red-height.ts |   98.38 |     97.1 |     100 |   98.38 | 195-197           
  ...mConstants.ts |     100 |      100 |     100 |     100 |                   
  restoreGoal.ts   |     100 |      100 |     100 |     100 |                   
  ...storyUtils.ts |   79.32 |    77.37 |     100 |   79.32 | ...32-554,685-686 
  ...ickerUtils.ts |     100 |      100 |     100 |     100 |                   
  ...evel-label.ts |   77.77 |    66.66 |     100 |   77.77 | 18,22-24          
  ...are-cursor.ts |   89.47 |    85.71 |     100 |   89.47 | 39-44             
  ...ataService.ts |   93.17 |     79.1 |     100 |   93.17 | ...14,227,254-256 
  suggestions.ts   |     100 |      100 |     100 |     100 |                   
  ...izedOutput.ts |   94.94 |      100 |   88.88 |   94.94 | 112-117           
  ...nal-buffer.ts |     100 |      100 |     100 |     100 |                   
  ...wOptimizer.ts |     100 |    96.77 |     100 |     100 | 69                
  terminalSetup.ts |    4.37 |      100 |       0 |    4.37 | 44-393            
  textUtils.ts     |   95.97 |    94.06 |   94.44 |   95.97 | ...29-330,490-491 
  ...background.ts |     100 |      100 |     100 |     100 |                   
  todoSnapshot.ts  |   90.42 |    92.85 |     100 |   90.42 | ...06-207,240-241 
  ...isplay-map.ts |     100 |      100 |     100 |     100 |                   
  updateCheck.ts   |     100 |    92.75 |     100 |     100 | 227-239,331       
  ...ow-keyword.ts |     100 |      100 |     100 |     100 |                   
 ...i/utils/export |   75.03 |    59.89 |   94.59 |   75.03 |                   
  collect.ts       |   71.27 |    65.81 |      96 |   71.27 | ...90-633,655-656 
  index.ts         |     100 |      100 |     100 |     100 |                   
  normalize.ts     |   80.42 |    50.68 |     100 |   80.42 | ...59-364,376-378 
  types.ts         |       0 |        0 |       0 |       0 | 1                 
  utils.ts         |     100 |      100 |     100 |     100 |                   
 ...ort/formatters |   52.92 |    47.22 |   71.42 |   52.92 |                   
  html.ts          |   84.61 |       50 |     100 |   84.61 | ...53,57-58,62-63 
  json.ts          |     100 |      100 |     100 |     100 |                   
  jsonl.ts         |   82.45 |     37.5 |     100 |   82.45 | ...48,50-51,65-66 
  markdown.ts      |   36.32 |    47.05 |      50 |   36.32 | ...16-219,233-295 
 src/ui/voice      |   80.94 |    72.69 |   80.55 |   80.94 |                   
  ...d-recorder.ts |     6.2 |      100 |       0 |     6.2 | ...33-159,162-163 
  ...o-recorder.ts |   84.61 |    93.33 |   57.14 |   84.61 | ...16-117,131-136 
  ...me-session.ts |   89.72 |    65.33 |   93.75 |   89.72 | ...99,305,316-319 
  sox-recorder.ts  |    92.7 |    71.87 |     100 |    92.7 | ...34-135,153-154 
  ...ailability.ts |     100 |      100 |     100 |     100 |                   
  ...e-keyterms.ts |     100 |      100 |     100 |     100 |                   
  voice-model.ts   |     100 |      100 |     100 |     100 |                   
  ...e-recorder.ts |   88.29 |    67.74 |   81.81 |   88.29 | ...,98-99,112,115 
  voice-refine.ts  |     100 |    93.33 |     100 |     100 | 92                
  ...ream-retry.ts |   86.79 |    68.42 |     100 |   86.79 | 16-18,48-49,59-60 
  ...am-session.ts |   88.02 |    66.66 |   84.61 |   88.02 | ...26,343-345,363 
  ...ranscriber.ts |     100 |      100 |     100 |     100 |                   
 src/utils         |   81.24 |    86.97 |   92.54 |   81.24 |                   
  ...p-profiler.ts |   98.39 |    90.56 |     100 |   98.39 | 141,185,235       
  acpModelUtils.ts |   97.36 |    95.19 |     100 |   97.36 | ...09-210,214-215 
  apiPreconnect.ts |   96.74 |    94.59 |     100 |   96.74 | 167-170           
  ...ol-call-id.ts |   84.61 |       60 |     100 |   84.61 | 26-27,37-38       
  ...ng-failure.ts |     100 |       95 |     100 |     100 | 72                
  checks.ts        |   33.33 |      100 |       0 |   33.33 | 23-28             
  ...-api-error.ts |     100 |    96.42 |     100 |     100 | 14                
  cleanup.ts       |   84.05 |    94.11 |      80 |   84.05 | 80,111-121        
  commands.ts      |   97.45 |    96.66 |     100 |   97.45 | 153-155           
  ...Calculator.ts |     100 |      100 |     100 |     100 |                   
  cpuProfiler.ts   |   70.73 |    73.23 |   88.88 |   70.73 | ...27,430-431,438 
  deepMerge.ts     |     100 |       90 |     100 |     100 | 41-43,49          
  ...re-runtime.ts |     100 |      100 |     100 |     100 |                   
  ...ScopeUtils.ts |   97.56 |    88.88 |     100 |   97.56 | 67                
  doctorChecks.ts  |   70.31 |    74.57 |     100 |   70.31 | ...95-301,325-341 
  ...putCapture.ts |   90.65 |    86.17 |     100 |   90.65 | ...72,370,372-373 
  ...arResolver.ts |   97.14 |    96.55 |     100 |   97.14 | 125-126           
  errors.ts        |   97.56 |    94.64 |     100 |   97.56 | 69-70,304-305     
  events.ts        |     100 |      100 |     100 |     100 |                   
  ...on-mention.ts |   88.48 |     82.6 |     100 |   88.48 | ...56-160,164-168 
  gitUtils.ts      |   92.85 |    86.66 |     100 |   92.85 | ...13-116,164-167 
  ...AutoUpdate.ts |    93.1 |       94 |      90 |    93.1 | 103,108,179-190   
  ...tyWarnings.ts |     100 |      100 |     100 |     100 |                   
  ...lationInfo.ts |   97.68 |    94.28 |     100 |   97.68 | ...59,376-377,422 
  jsonc-editor.ts  |   93.18 |    92.72 |     100 |   93.18 | ...80-381,384-385 
  languageUtils.ts |   98.88 |    97.05 |     100 |   98.88 | 184-185           
  load-undici.ts   |     100 |      100 |     100 |     100 |                   
  ...npm-update.ts |   86.32 |    76.05 |     100 |   86.32 | ...02-303,331-341 
  math.ts          |       0 |        0 |       0 |       0 | 1-15              
  ...er-mention.ts |     100 |    66.66 |     100 |     100 | 14,30,44-46       
  ...iagnostics.ts |   94.57 |    83.01 |   88.88 |   94.57 | ...05,311,315-317 
  ...serMessage.ts |     100 |      100 |     100 |     100 |                   
  ...onfigUtils.ts |   94.25 |    91.17 |     100 |   94.25 | ...30,436,439-443 
  ...iveHelpers.ts |   95.13 |    91.79 |     100 |   95.13 | ...53-454,552,565 
  osc.ts           |   97.18 |      100 |    87.5 |   97.18 | 182-183           
  package.ts       |   88.88 |    85.71 |     100 |   88.88 | 31-32             
  ...uggestions.ts |   74.38 |    69.56 |     100 |   74.38 | ...92-103,105-116 
  processUtils.ts  |    92.3 |       80 |     100 |    92.3 | 45-46             
  readStdin.ts     |   93.67 |    94.11 |   85.71 |   93.67 | 79-83             
  relaunch.ts      |   95.87 |    89.28 |     100 |   95.87 | 103-105,131       
  resolvePath.ts   |     100 |      100 |     100 |     100 |                   
  runBudget.ts     |   99.35 |    96.77 |     100 |   99.35 | 119               
  sandbox-path.ts  |     100 |      100 |     100 |     100 |                   
  sandbox.ts       |   45.67 |    56.93 |   76.92 |   45.67 | ...1034,1046-1069 
  ...xImageName.ts |     100 |    77.77 |     100 |     100 | 10,18             
  sandboxMounts.ts |     100 |      100 |     100 |     100 |                   
  sessionPaths.ts  |   90.84 |    90.56 |     100 |   90.84 | ...81-182,185-186 
  settingsUtils.ts |   82.35 |    89.57 |      90 |   82.35 | ...25-743,750-758 
  spawnWrapper.ts  |     100 |      100 |     100 |     100 |                   
  ...ate-verify.ts |     100 |      100 |     100 |     100 |                   
  ...one-update.ts |   39.81 |    77.44 |   62.16 |   39.81 | ...1193,1196-1215 
  ...upProfiler.ts |   98.47 |    94.66 |     100 |   98.47 | 132-133,308       
  ...upWarnings.ts |     100 |      100 |     100 |     100 |                   
  stdioHelpers.ts  |     100 |     87.5 |     100 |     100 | 23                
  systemInfo.ts    |   95.12 |    90.27 |     100 |   95.12 | ...54-255,260-264 
  ...InfoFields.ts |    87.5 |    65.85 |     100 |    87.5 | ...24-125,146-147 
  ...alSequence.ts |     100 |    97.61 |     100 |     100 | 60                
  ...iffPreview.ts |   76.47 |       25 |     100 |   76.47 | 13,17,23-24       
  ...on-handler.ts |    73.8 |       75 |     100 |    73.8 | 17-18,25-26,67-73 
  ...e-relaunch.ts |   89.61 |    86.66 |      50 |   89.61 | 56-61,83-84       
  ...entEmitter.ts |     100 |      100 |     100 |     100 |                   
  ...ansionHook.ts |     100 |      100 |     100 |     100 |                   
  ...upWarnings.ts |   87.75 |       75 |     100 |   87.75 | 47-48,53-54,57-58 
  version.ts       |     100 |    66.66 |     100 |     100 | 11                
  ...ingHandler.ts |     100 |      100 |     100 |     100 |                   
  windowTitle.ts   |   95.45 |    93.33 |     100 |   95.45 | 54-55             
  ...WithBackup.ts |   65.04 |    77.77 |     100 |   65.04 | 97,112,133-172    
 ...s/housekeeping |   91.63 |    91.02 |      95 |   91.63 |                   
  cleanup.ts       |   95.77 |    95.83 |     100 |   95.77 | 70-72             
  ...eractionAt.ts |     100 |      100 |     100 |     100 |                   
  scheduler.ts     |   91.91 |    90.47 |    87.5 |   91.91 | 58-62,73,131-135  
  throttledOnce.ts |   86.66 |     86.2 |     100 |   86.66 | ...99,105,137-138 
-------------------|---------|----------|---------|---------|-------------------
Core Package - Full Text Report
-------------------|---------|----------|---------|---------|-------------------
File               | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s 
-------------------|---------|----------|---------|---------|-------------------
All files          |    87.5 |    86.17 |    89.1 |    87.5 |                   
 src               |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/__mocks__/fs  |       0 |        0 |       0 |       0 |                   
  promises.ts      |       0 |        0 |       0 |       0 | 1-48              
 src/agents        |   90.28 |    84.25 |   95.23 |   90.28 |                   
  ...transcript.ts |   87.63 |    83.52 |     100 |   87.63 | ...80,588,594-598 
  ...ent-resume.ts |   85.53 |    77.44 |   83.33 |   85.53 | ...1781-1785,1788 
  ...ound-tasks.ts |   96.15 |    90.13 |   98.76 |   96.15 | ...1732,1752-1755 
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...ent-result.ts |    96.8 |    92.68 |     100 |    96.8 | 106,129-131       
  ...n-registry.ts |    95.9 |    90.42 |     100 |    95.9 | ...28-429,502-506 
  ...w-snapshot.ts |   91.86 |       75 |     100 |   91.86 | ...54,178,185-187 
 src/agents/arena  |   76.32 |    67.71 |   78.94 |   76.32 |                   
  ...gentClient.ts |   79.47 |    88.88 |   81.81 |   79.47 | ...68-183,189-204 
  ArenaManager.ts  |   75.11 |    64.51 |   78.57 |   75.11 | ...1887,1893-1894 
  arena-events.ts  |   64.44 |      100 |      50 |   64.44 | ...71-175,178-183 
  diff-summary.ts  |    87.5 |    72.34 |     100 |    87.5 | ...32-133,137-138 
  index.ts         |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...gents/backends |   78.09 |    85.23 |   76.28 |   78.09 |                   
  ITermBackend.ts  |   97.97 |    93.93 |     100 |   97.97 | ...78-180,255,307 
  ...essBackend.ts |    90.9 |    85.36 |   93.33 |    90.9 | ...70,672,674-675 
  TmuxBackend.ts   |    90.7 |    76.55 |   97.36 |    90.7 | ...87,697,743-747 
  detect.ts        |   31.25 |      100 |       0 |   31.25 | 34-88             
  index.ts         |     100 |      100 |     100 |     100 |                   
  iterm-it2.ts     |     100 |     92.1 |     100 |     100 | 37-38,106         
  tmux-commands.ts |    6.64 |      100 |    3.03 |    6.64 | ...93-363,386-503 
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...agents/runtime |   90.42 |    85.66 |   87.64 |   90.42 |                   
  agent-context.ts |     100 |      100 |     100 |     100 |                   
  agent-core.ts    |   85.05 |    76.67 |   77.77 |   85.05 | ...2287,2333-2335 
  agent-events.ts  |     100 |      100 |     100 |     100 |                   
  ...t-headless.ts |   93.49 |    89.41 |   83.33 |   93.49 | ...96-497,500-501 
  ...nteractive.ts |   81.01 |    82.35 |   76.66 |   81.01 | ...33,535-538,541 
  ...statistics.ts |   98.29 |    82.55 |     100 |   98.29 | 141,165,206,239   
  agent-types.ts   |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...ool-policy.ts |   98.34 |      100 |    92.3 |   98.34 | 81-82             
  ...low-budget.ts |     100 |      100 |     100 |     100 |                   
  ...ow-journal.ts |   91.76 |    75.86 |     100 |   91.76 | ...38-139,179-181 
  ...chestrator.ts |   91.79 |    87.79 |   82.35 |   91.79 | ...1775,1824-1827 
  ...ow-prompts.ts |     100 |      100 |     100 |     100 |                   
  ...low-runner.ts |   91.76 |    81.03 |   91.66 |   91.76 | ...51,195,215-218 
  ...ow-sandbox.ts |   96.87 |    94.64 |     100 |   96.87 | ...24-325,330-331 
  ...flow-saved.ts |   96.51 |    94.36 |     100 |   96.51 | 134-135,234-237   
  ...flow-stall.ts |    97.9 |    83.33 |     100 |    97.9 | 138-139,236       
 src/agents/tasks  |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/agents/team   |   81.81 |    83.99 |    87.5 |   81.81 |                   
  TeamManager.ts   |   72.02 |    79.41 |   79.24 |   72.02 | ...1632,1655-1656 
  identity.ts      |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...sionBridge.ts |     100 |      100 |     100 |     100 |                   
  mailbox.ts       |   94.76 |    86.36 |   92.85 |   94.76 | 86-87,348-354     
  ...ptAddendum.ts |     100 |      100 |     100 |     100 |                   
  tasks.ts         |   88.85 |    82.56 |   96.29 |   88.85 | ...-990,1034-1035 
  team-events.ts   |   60.52 |      100 |      50 |   60.52 | ...40-144,151-155 
  teamHelpers.ts   |   92.02 |    94.91 |   95.23 |   92.02 | ...31-332,368-378 
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...eam/test-utils |   94.39 |    94.26 |   98.21 |   94.39 |                   
  ...on-harness.ts |   96.49 |    84.21 |     100 |   96.49 | 128-129,141-142   
  fake-agent.ts    |   98.49 |    95.08 |     100 |   98.49 | 201-203           
  fake-backend.ts  |   86.46 |    97.61 |   95.83 |   86.46 | 124-146           
 src/config        |   84.91 |       87 |   75.16 |   84.91 |                   
  approval-mode.ts |     100 |      100 |     100 |     100 |                   
  ...xtDefaults.ts |     100 |      100 |     100 |     100 |                   
  config.ts        |    84.2 |    86.71 |   73.52 |    84.2 | ...8178,8182-8183 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  models.ts        |     100 |      100 |     100 |     100 |                   
  storage.ts       |   94.39 |    91.57 |   88.23 |   94.39 | ...45-446,449-450 
 ...nfirmation-bus |   98.27 |    97.14 |     100 |   98.27 |                   
  message-bus.ts   |   98.14 |    97.05 |     100 |   98.14 | 42-43             
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/core          |   91.95 |    88.22 |   93.21 |   91.95 |                   
  baseLlmClient.ts |   88.28 |    82.48 |   81.81 |   88.28 | ...47,660,666-668 
  client.ts        |   91.92 |    87.39 |   91.56 |   91.92 | ...3915,4011-4012 
  ...tGenerator.ts |   86.34 |    87.34 |   84.61 |   86.34 | ...81-482,527-533 
  ...lScheduler.ts |    90.1 |    85.83 |      96 |    90.1 | ...5644,5672-5683 
  geminiChat.ts    |   92.57 |    89.36 |      96 |   92.57 | ...4508,4556-4557 
  geminiRequest.ts |     100 |      100 |     100 |     100 |                   
  genai-compat.ts  |     100 |      100 |     100 |     100 |                   
  ...MediaLimit.ts |     100 |       96 |     100 |     100 | 96                
  ...htProtocol.ts |    9.09 |      100 |       0 |    9.09 | ...9,62-66,69-110 
  ...ream-error.ts |     100 |      100 |     100 |     100 |                   
  logger.ts        |   87.41 |    87.02 |     100 |   87.41 | ...64-568,614-628 
  ...lay-buffer.ts |     100 |      100 |     100 |     100 |                   
  ...dispatcher.ts |     100 |      100 |     100 |     100 |                   
  ...tyDefaults.ts |     100 |      100 |     100 |     100 |                   
  ...olExecutor.ts |   93.54 |    83.33 |      50 |   93.54 | 47-48             
  ...on-helpers.ts |   93.49 |    78.57 |     100 |   93.49 | ...10-211,228-229 
  ...issionFlow.ts |   98.97 |    96.96 |     100 |   98.97 | 107               
  ...try-policy.ts |     100 |      100 |     100 |     100 |                   
  ...ell-policy.ts |   95.19 |    89.47 |     100 |   95.19 | ...44-245,290-291 
  prompts.ts       |   93.57 |    91.42 |   83.33 |   93.57 | ...1187,1390-1391 
  ...ing-effort.ts |     100 |      100 |     100 |     100 |                   
  ...n-recovery.ts |   95.13 |       80 |     100 |   95.13 | ...06-107,142-144 
  ...t-profiler.ts |   96.89 |    80.88 |   88.23 |   96.89 | ...10,117-118,123 
  ...port-retry.ts |     100 |      100 |     100 |     100 |                   
  tokenLimits.ts   |     100 |     92.1 |     100 |     100 | 87,122-139        
  ...reparation.ts |     100 |      100 |     100 |     100 |                   
  ...tion-guard.ts |     100 |      100 |     100 |     100 |                   
  ...allIdUtils.ts |   98.41 |    93.47 |     100 |   98.41 | 36,45             
  ...okTriggers.ts |   99.45 |    92.43 |     100 |   99.45 | 182,193           
  ...terruption.ts |     100 |     92.3 |     100 |     100 | 86,104            
  turn.ts          |   98.52 |    91.66 |     100 |   98.52 | ...14,642-643,690 
  ...l-fallback.ts |     100 |      100 |     100 |     100 |                   
 ...ntentGenerator |    96.2 |    87.41 |      96 |    96.2 |                   
  ...tGenerator.ts |   97.23 |    86.48 |   94.73 |   97.23 | ...1423,1452,1463 
  converter.ts     |   95.92 |    88.16 |     100 |   95.92 | ...1305,1484-1486 
  index.ts         |       0 |        0 |       0 |       0 | 1-21              
  usage.ts         |     100 |      100 |     100 |     100 |                   
 ...ntentGenerator |   88.78 |    72.36 |   89.47 |   88.78 |                   
  ...tGenerator.ts |   87.18 |    71.83 |   88.88 |   87.18 | ...58-364,382-383 
  index.ts         |     100 |       80 |     100 |     100 | 50                
 ...ntentGenerator |    95.6 |    88.74 |    92.3 |    95.6 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...tGenerator.ts |   95.52 |    87.88 |   91.89 |   95.52 | ...1195-1196,1224 
  ...tDetection.ts |     100 |      100 |     100 |     100 |                   
 ...ntentGenerator |   91.65 |    90.23 |   95.23 |   91.65 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  converter.ts     |   91.15 |    89.32 |   96.87 |   91.15 | ...1914,2083-2098 
  errorHandler.ts  |     100 |      100 |     100 |     100 |                   
  index.ts         |   60.31 |       75 |      50 |   60.31 | ...71,74-78,90-94 
  ...tGenerator.ts |    66.4 |    70.58 |   88.88 |    66.4 | ...51-157,168-169 
  pipeline.ts      |   96.63 |    90.94 |     100 |   96.63 | ...1100,1108,1203 
  ...ureContext.ts |     100 |      100 |     100 |     100 |                   
  ...ingOptions.ts |       0 |        0 |       0 |       0 | 1                 
  ...CallParser.ts |   92.24 |     92.4 |     100 |   92.24 | ...28-529,549-552 
  ...kingParser.ts |     100 |    96.87 |     100 |     100 | 42                
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 ...rator/provider |   96.73 |    89.76 |   98.27 |   96.73 |                   
  dashscope.ts     |   97.48 |    91.91 |      95 |   97.48 | ...85-386,528-529 
  deepseek.ts      |   94.91 |    89.36 |     100 |   94.91 | ...31-132,145-146 
  default.ts       |   99.16 |    96.96 |     100 |   99.16 | 198               
  index.ts         |     100 |      100 |     100 |     100 |                   
  mimo.ts          |   94.11 |    66.66 |     100 |   94.11 | 29,52-53          
  minimax.ts       |     100 |      100 |     100 |     100 |                   
  mistral.ts       |   96.07 |    73.33 |     100 |   96.07 | 32-33             
  modelscope.ts    |     100 |      100 |     100 |     100 |                   
  types.ts         |       0 |        0 |       0 |       0 |                   
  utils.ts         |     100 |      100 |     100 |     100 |                   
  zai.ts           |   92.13 |    82.14 |     100 |   92.13 | ...,39-40,135-137 
 src/extension     |    86.2 |    83.25 |   92.33 |    86.2 |                   
  ...ive-safety.ts |     100 |      100 |     100 |     100 |                   
  ...-converter.ts |   78.32 |    71.83 |     100 |   78.32 | ...1122,1168-1169 
  corruptFile.ts   |     100 |       50 |     100 |     100 | 40-45             
  ...-converter.ts |   80.39 |     87.5 |     100 |   80.39 | 50-59             
  ...me-refresh.ts |     100 |      100 |     100 |     100 |                   
  ...sion-store.ts |   90.82 |    86.38 |   97.82 |   90.82 | ...1215-1221,1265 
  ...ionManager.ts |   81.06 |    78.78 |   81.52 |   81.06 | ...2705,2727-2728 
  ...references.ts |     100 |     90.9 |     100 |     100 | ...05,129,197,200 
  ...onSettings.ts |    92.3 |     94.4 |     100 |    92.3 | ...98-501,570-571 
  ...-converter.ts |    75.9 |    84.61 |   85.71 |    75.9 | ...98,202,214-248 
  github.ts        |   88.58 |    82.13 |     100 |   88.58 | ...62,952-953,963 
  http-client.ts   |   84.61 |       80 |     100 |   84.61 | 20-21             
  i18n.ts          |   78.26 |       96 |      50 |   78.26 | 104-110,116-123   
  index.ts         |     100 |      100 |     100 |     100 |                   
  marketplace.ts   |   88.39 |    83.11 |     100 |   88.39 | ...08,494,507-508 
  ...ork-policy.ts |   89.72 |       90 |     100 |   89.72 | ...36,148-154,156 
  npm.ts           |   89.02 |    81.81 |     100 |   89.02 | ...86-688,695-700 
  override.ts      |   94.11 |    93.33 |     100 |   94.11 | 63-64,81-82       
  redaction.ts     |     100 |      100 |     100 |     100 |                   
  settings.ts      |   66.26 |      100 |      50 |   66.26 | 81-107,141-146    
  ...ceRegistry.ts |   94.01 |    83.14 |     100 |   94.01 | ...38-344,365-366 
  storage.ts       |     100 |      100 |     100 |     100 |                   
  ...ableSchema.ts |     100 |      100 |     100 |     100 |                   
  variables.ts     |   88.95 |    83.78 |     100 |   88.95 | ...32-235,238-241 
  ...extraction.ts |   85.77 |    80.61 |   89.47 |   85.77 | ...02-205,260-261 
 src/followup      |   79.86 |    80.36 |    90.9 |   79.86 |                   
  followupState.ts |   98.44 |    95.74 |     100 |   98.44 | 236-237           
  index.ts         |     100 |      100 |     100 |     100 |                   
  overlayFs.ts     |   96.29 |    88.88 |     100 |   96.29 | 78,108,122        
  speculation.ts   |   71.45 |    66.01 |   71.42 |   71.45 | ...49-650,657-658 
  ...onToolGate.ts |     100 |    96.55 |     100 |     100 | 97                
  ...nGenerator.ts |   72.03 |    81.15 |   83.33 |   72.03 | ...68-219,331-333 
 src/generated     |       0 |        0 |       0 |       0 |                   
  git-commit.ts    |       0 |        0 |       0 |       0 | 1-10              
 src/goals         |   94.17 |    88.82 |   95.93 |   94.17 |                   
  ...eGoalStore.ts |   87.61 |    88.88 |   86.66 |   87.61 | ...85-188,196-204 
  goal-evidence.ts |   87.59 |     85.1 |   95.65 |   87.59 | ...12-613,636-639 
  ...projection.ts |   89.41 |    72.22 |   66.66 |   89.41 | ...28,131,135-137 
  ...ersistence.ts |   87.73 |    84.84 |      80 |   87.73 | ...-94,97,101-106 
  goal-protocol.ts |    91.3 |       90 |     100 |    91.3 | 107-108           
  goal-reducer.ts  |   92.21 |    85.48 |     100 |   92.21 | ...67-368,381,436 
  goal-runtime.ts  |   99.01 |    93.44 |     100 |   99.01 | ...83-684,707-708 
  goal-tools.ts    |   98.32 |    93.18 |   95.23 |   98.32 | ...48-149,256-257 
  ...rn-context.ts |     100 |      100 |     100 |     100 |                   
  goal-verifier.ts |   92.46 |    92.85 |     100 |   92.46 | ...67-170,183-185 
  goal-wire.ts     |       0 |        0 |       0 |       0 | 1-27              
  goalHook.ts      |   96.91 |    92.42 |     100 |   96.91 | 115-120,221-222   
  goalJudge.ts     |   95.84 |    87.09 |     100 |   95.84 | ...55-356,448-449 
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/hooks         |   88.11 |    86.29 |   88.62 |   88.11 |                   
  ...okRegistry.ts |   86.48 |    77.08 |     100 |   86.48 | ...41-344,362-369 
  ...bortSignal.ts |     100 |      100 |     100 |     100 |                   
  context-usage.ts |     100 |      100 |     100 |     100 |                   
  ...terpolator.ts |   96.66 |    93.33 |     100 |   96.66 | 66-67             
  ...HookRunner.ts |   96.68 |    87.23 |     100 |   96.68 | 110-112,231-233   
  ...Aggregator.ts |   96.57 |    91.48 |     100 |   96.57 | ...20-321,402,404 
  ...entHandler.ts |   95.57 |    84.76 |   94.73 |   95.57 | ...1040-1041,1051 
  hookPlanner.ts   |   87.55 |    85.54 |   86.66 |   87.55 | ...22-226,233-244 
  hookRegistry.ts  |   92.53 |    85.43 |     100 |   92.53 | ...39,458,462,466 
  hookRunner.ts    |   62.65 |    72.34 |   66.66 |   62.65 | ...70-771,780-781 
  hookSystem.ts    |   87.64 |     98.5 |   70.83 |   87.64 | ...58-759,765-766 
  ...HookRunner.ts |   79.06 |    66.66 |      80 |   79.06 | ...33-434,452-456 
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...edCallback.ts |     100 |      100 |     100 |     100 |                   
  ...HookRunner.ts |   94.19 |    84.37 |   81.81 |   94.19 | ...76-384,458-459 
  ...SkillHooks.ts |   78.75 |       75 |   66.66 |   78.75 | 62-66,137-152     
  ...oksManager.ts |   94.87 |    88.88 |     100 |   94.87 | ...84,325,327-329 
  ssrfGuard.ts     |   86.45 |    87.91 |     100 |   86.45 | ...85,289-295,301 
  stopHookCap.ts   |     100 |      100 |     100 |     100 |                   
  trustedHooks.ts  |      90 |    52.63 |     100 |      90 | ...53,66-67,97-98 
  types.ts         |   94.25 |    96.12 |   88.88 |   94.25 | ...46-547,632-636 
  urlValidator.ts  |     100 |      100 |     100 |     100 |                   
  ...it-context.ts |     100 |      100 |     100 |     100 |                   
 src/ide           |   76.98 |    85.03 |   79.03 |   76.98 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  detect-ide.ts    |     100 |      100 |     100 |     100 |                   
  ide-client.ts    |   69.16 |    84.65 |   68.29 |   69.16 | ...1068,1097-1105 
  ide-installer.ts |   89.06 |    79.31 |     100 |   89.06 | ...36,143-147,160 
  ideContext.ts    |     100 |      100 |     100 |     100 |                   
  process-utils.ts |   84.84 |    71.79 |     100 |   84.84 | ...37,151,193-194 
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/lsp           |   58.96 |    70.57 |   66.14 |   58.96 |                   
  ...nfigLoader.ts |   80.55 |       72 |   95.45 |   80.55 | ...02-504,508-514 
  ...ionFactory.ts |   42.81 |    73.07 |      50 |   42.81 | ...76-427,433-450 
  ...Normalizer.ts |   23.09 |    13.72 |   30.43 |   23.09 | ...04-905,909-924 
  ...verManager.ts |   75.73 |     80.1 |   79.66 |   75.73 | ...1346,1352-1382 
  ...eLspClient.ts |   32.78 |       80 |   16.66 |   32.78 | ...89-293,299-300 
  ...LspService.ts |      60 |    73.36 |   78.26 |      60 | ...1575,1635-1645 
  configHash.ts    |     100 |      100 |     100 |     100 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/mcp           |    82.3 |    77.81 |   78.33 |    82.3 |                   
  configHash.ts    |     100 |      100 |     100 |     100 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  ...h-provider.ts |   86.95 |      100 |   33.33 |   86.95 | ...,93,97,101-102 
  ...h-provider.ts |   79.31 |    58.06 |     100 |   79.31 | ...26-933,940-942 
  ...en-storage.ts |   98.78 |    97.95 |     100 |   98.78 | 106-107           
  oauth-utils.ts   |   73.61 |    85.48 |    92.3 |   73.61 | ...46-366,392-421 
  ...n-provider.ts |   89.83 |       96 |   45.45 |   89.83 | ...43,147,151-152 
 .../token-storage |   82.12 |    88.19 |   89.28 |   82.12 |                   
  ...en-storage.ts |     100 |      100 |     100 |     100 |                   
  ...en-storage.ts |   87.08 |    87.03 |   95.23 |   87.08 | ...00-201,214-215 
  ...en-storage.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...en-storage.ts |   68.14 |    82.35 |   64.28 |   68.14 | ...81-295,298-314 
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/memory        |   87.23 |    83.05 |   90.32 |   87.23 |                   
  ...y-document.ts |   89.52 |    84.61 |     100 |   89.52 | ...24-325,329-330 
  ...nel-memory.ts |   97.11 |    95.72 |   96.29 |   97.11 | ...85-287,361-362 
  const.ts         |   94.28 |     92.3 |     100 |   94.28 | 66-67             
  dream.ts         |    64.6 |    72.22 |      50 |    64.6 | ...04-109,124-165 
  ...entPlanner.ts |     100 |    81.81 |     100 |     100 | 126,136           
  entries.ts       |   75.59 |    84.84 |   83.33 |   75.59 | ...56-157,172-180 
  extract.ts       |   91.48 |    75.75 |     100 |   91.48 | ...99,118-121,189 
  ...entPlanner.ts |   91.51 |    76.19 |     100 |   91.51 | ...04,113-116,290 
  ...ionPlanner.ts |       0 |        0 |       0 |       0 | 1                 
  forget.ts        |   81.83 |       75 |   83.33 |   81.83 | ...51,474,478-507 
  indexer.ts       |   94.14 |       84 |     100 |   94.14 | ...32-233,334,337 
  ...kill-agent.ts |   97.94 |    89.36 |     100 |   97.94 | 82-83,179-180     
  manager.ts       |    78.4 |    82.29 |   77.77 |    78.4 | ...1482,1495-1497 
  ...ent-config.ts |   82.27 |    77.92 |   83.33 |   82.27 | ...66,285,292-298 
  memoryAge.ts     |   90.47 |       80 |     100 |   90.47 | 50-51             
  paths.ts         |   95.27 |    96.59 |     100 |   95.27 | ...79-380,401-402 
  ...ing-skills.ts |     100 |       72 |     100 |     100 | 31-35,73-78,97    
  prompt.ts        |   97.26 |    87.03 |     100 |   97.26 | ...10-218,222,225 
  recall.ts        |   82.06 |       75 |    90.9 |   82.06 | ...59-364,395-406 
  refresh.ts       |   89.85 |    82.92 |     100 |   89.85 | ...54-155,162-163 
  ...ceSelector.ts |    93.1 |    81.81 |     100 |    93.1 | ...25,127-128,136 
  remember.ts      |   98.89 |    89.79 |     100 |   98.89 | 50,70             
  scan.ts          |   93.12 |    77.41 |     100 |   93.12 | ...08-109,154,157 
  scopes.ts        |     100 |      100 |     100 |     100 |                   
  ...et-scanner.ts |     100 |      100 |     100 |     100 |                   
  ...entPlanner.ts |   71.68 |    65.51 |   68.75 |   71.68 | ...90-394,397,403 
  status.ts        |   10.52 |      100 |       0 |   10.52 | 41-98             
  store.ts         |   92.92 |    81.81 |     100 |   92.92 | ...16-117,147-148 
  ...git-status.ts |     100 |     87.5 |     100 |     100 | 30                
  ...cret-guard.ts |     100 |      100 |     100 |     100 |                   
  ...emory-sync.ts |   94.24 |    82.85 |     100 |   94.24 | ...34-236,246-247 
  types.ts         |     100 |      100 |     100 |     100 |                   
  ...ontextFile.ts |   81.21 |    81.53 |   81.81 |   81.21 | ...63-277,291-296 
 src/mocks         |       0 |        0 |       0 |       0 |                   
  msw.ts           |       0 |        0 |       0 |       0 | 1-9               
 src/models        |   92.54 |       89 |   91.13 |   92.54 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  ...tor-config.ts |   97.77 |    91.83 |     100 |   97.77 | 155,161,171       
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...nfigErrors.ts |   74.22 |    47.82 |   84.61 |   74.22 | ...,67-74,106-117 
  ...igResolver.ts |   98.71 |    93.33 |     100 |   98.71 | 166,328,334       
  modelRegistry.ts |     100 |    98.13 |     100 |     100 | 177,260           
  modelsConfig.ts  |   89.36 |    86.93 |   88.09 |   89.36 | ...1404,1433-1434 
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/output        |     100 |      100 |     100 |     100 |                   
  ...-formatter.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/permissions   |   83.76 |    91.27 |   71.07 |   83.76 |                   
  autoMode.ts      |   97.65 |    93.13 |     100 |   97.65 | ...79-586,632,709 
  ...transcript.ts |      98 |    84.61 |     100 |      98 | 200-201           
  classifier.ts    |      94 |    94.54 |     100 |      94 | 158-165,389-393   
  ...erousRules.ts |     100 |    89.36 |     100 |     100 | 110,133,147,175   
  ...alTracking.ts |     100 |      100 |     100 |     100 |                   
  ...e-commands.ts |   86.77 |     73.8 |     100 |   86.77 | 131-141,210-214   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...on-manager.ts |   86.54 |    89.63 |      80 |   86.54 | ...1096,1202-1206 
  rule-parser.ts   |   94.49 |    92.72 |     100 |   94.49 | ...1447,1481-1483 
  ...-semantics.ts |   70.44 |    91.07 |   46.66 |   70.44 | ...2237,2311-2314 
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...sifier-prompts |   99.04 |    95.23 |     100 |   99.04 |                   
  system-prompt.ts |   99.04 |    95.23 |     100 |   99.04 | 220               
 src/prompts       |   83.63 |      100 |    87.5 |   83.63 |                   
  mcp-prompts.ts   |   18.18 |      100 |       0 |   18.18 | 11-19             
  ...t-registry.ts |     100 |      100 |     100 |     100 |                   
 src/providers     |   83.71 |     78.5 |   81.25 |   83.71 |                   
  all-providers.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  install.ts       |   93.11 |     84.5 |     100 |   93.11 | ...56-257,330-331 
  ...der-config.ts |   75.85 |    73.84 |   78.26 |   75.85 | ...73-474,502-503 
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 ...viders/presets |   97.82 |    91.66 |   63.63 |   97.82 |                   
  ...oding-plan.ts |   87.34 |      100 |       0 |   87.34 | 82-84,87-89,91-94 
  ...a-standard.ts |     100 |      100 |     100 |     100 |                   
  ...token-plan.ts |     100 |      100 |     100 |     100 |                   
  ...m-provider.ts |   97.05 |    81.25 |      75 |   97.05 | 118-119           
  deepseek.ts      |     100 |      100 |     100 |     100 |                   
  grok.ts          |     100 |      100 |     100 |     100 |                   
  idealab.ts       |     100 |      100 |     100 |     100 |                   
  minimax.ts       |     100 |      100 |     100 |     100 |                   
  modelscope.ts    |     100 |      100 |     100 |     100 |                   
  openrouter.ts    |     100 |      100 |     100 |     100 |                   
  requesty.ts      |     100 |      100 |     100 |     100 |                   
  zai.ts           |     100 |      100 |     100 |     100 |                   
 src/qwen          |   85.41 |    78.52 |   95.89 |   85.41 |                   
  ...tGenerator.ts |   98.64 |    98.18 |     100 |   98.64 | 105-106           
  qwenOAuth2.ts    |   82.79 |    73.29 |   90.62 |   82.79 | ...1205-1221,1251 
  ...kenManager.ts |   85.36 |    76.61 |     100 |   85.36 | ...52-757,778-783 
 src/resources     |     100 |      100 |     100 |     100 |                   
  ...e-registry.ts |     100 |      100 |     100 |     100 |                   
 src/services      |   89.46 |    84.22 |   96.93 |   89.46 |                   
  ...ionTrailer.ts |     100 |      100 |     100 |     100 |                   
  ...llRegistry.ts |   97.68 |    85.71 |     100 |   97.68 | ...96,119,490-491 
  ...ionService.ts |   96.71 |    95.79 |     100 |   96.71 | ...83,699,832-840 
  ...ingService.ts |   90.91 |    84.17 |   95.45 |   90.91 | ...2058,2085-2086 
  ...ttribution.ts |   91.73 |    87.71 |      90 |   91.73 | ...80-685,826-827 
  ...utSlimming.ts |    97.2 |    94.05 |     100 |    97.2 | ...39-340,378-381 
  cronScheduler.ts |   94.17 |    90.45 |      98 |   94.17 | ...1333,1736-1737 
  cronTasksFile.ts |   96.31 |    91.81 |     100 |   96.31 | ...11,336-337,483 
  cronTasksLock.ts |   94.44 |    89.47 |     100 |   94.44 | ...02-103,132-133 
  ...eryService.ts |   96.22 |    93.54 |      90 |   96.22 | 121,155-156,161   
  ...oryService.ts |   88.17 |    79.02 |    92.3 |   88.17 | ...1303,1344-1347 
  fileReadCache.ts |     100 |      100 |     100 |     100 |                   
  ...temService.ts |   91.78 |    81.81 |   94.11 |   91.78 | ...37,463-470,517 
  ...ratedFiles.ts |      96 |    88.23 |     100 |      96 | 119-120,146-147   
  gitInit.ts       |     100 |      100 |     100 |     100 |                   
  ...reeService.ts |    73.7 |    68.49 |   95.83 |    73.7 | ...2196,2225-2226 
  ...on-service.ts |   87.38 |       72 |     100 |   87.38 | ...01-305,343-344 
  ...references.ts |   98.39 |    88.76 |     100 |   98.39 | 154-155,215-216   
  ...ionService.ts |   98.22 |    97.34 |     100 |   98.22 | ...75-676,723-724 
  ...ticsDumper.ts |   98.37 |    95.23 |     100 |   98.37 | 185-186           
  ...ureMonitor.ts |   95.82 |    90.52 |   97.05 |   95.82 | ...60,861,875-877 
  ...orRegistry.ts |    97.3 |    91.22 |     100 |    97.3 | ...53-454,611-612 
  ...ttachments.ts |   97.74 |     90.8 |     100 |   97.74 | 298-308,646       
  ...ersistence.ts |   90.95 |    78.75 |     100 |   90.95 | ...78,963-964,992 
  ...on-service.ts |   94.49 |    92.26 |   97.14 |   94.49 | ...98-600,656-664 
  ...ce-service.ts |   98.38 |    93.75 |   88.88 |   98.38 | 63-64             
  ...ipt-reader.ts |   94.51 |    89.14 |      98 |   94.51 | ...1102-1103,1167 
  ...est-helper.ts |       0 |        0 |       0 |       0 | 1-65              
  ...iter-lease.ts |    82.1 |     73.7 |    97.5 |    82.1 | ...2364,2376-2379 
  sessionRecap.ts  |   67.56 |    43.47 |     100 |   67.56 | ...60,178,180-183 
  ...ionService.ts |   88.94 |    83.69 |   97.14 |   88.94 | ...2450,2520-2540 
  sessionTitle.ts  |   94.19 |    73.21 |     100 |   94.19 | ...43-246,277-278 
  ...ionService.ts |   84.35 |    78.37 |   97.14 |   84.35 | ...2472,2478-2483 
  ...pInhibitor.ts |   97.42 |    92.77 |     100 |   97.42 | ...30,169,369-370 
  ...Estimation.ts |     100 |    88.23 |     100 |     100 | 118-119           
  ...ageService.ts |   97.76 |    91.59 |   93.75 |   97.76 | ...61-262,366,567 
  ...UseSummary.ts |   94.63 |    88.46 |     100 |   94.63 | ...62-164,214-215 
  ...rd-service.ts |     100 |    88.37 |     100 |     100 | ...29,145-146,241 
  ...oryService.ts |   90.72 |    84.07 |     100 |   90.72 | ...06-509,561-562 
  ...reeCleanup.ts |   14.42 |      100 |   33.33 |   14.42 | 58-186            
  ...ionService.ts |   87.98 |    86.95 |     100 |   87.98 | ...38-439,455-456 
 ...icrocompaction |   99.41 |    96.55 |     100 |   99.41 |                   
  microcompact.ts  |   99.41 |    96.55 |     100 |   99.41 | 244-245,677       
 ...s/visionBridge |   98.81 |    92.12 |     100 |   98.81 |                   
  ...capability.ts |     100 |      100 |     100 |     100 |                   
  ...part-utils.ts |     100 |      100 |     100 |     100 |                   
  ...ion-bridge.ts |   98.72 |    82.35 |     100 |   98.72 | 65,71             
  ...-constants.ts |     100 |      100 |     100 |     100 |                   
  ...ge-service.ts |   98.61 |     94.7 |     100 |   98.61 | ...06,666,679-680 
 src/skills        |   88.52 |     87.7 |   90.47 |   88.52 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...activation.ts |     100 |    93.33 |     100 |     100 | 93,112            
  skill-load.ts    |   94.84 |     87.5 |     100 |   94.84 | ...03,223,235-237 
  skill-manager.ts |   84.07 |    83.67 |   83.33 |   84.07 | ...1233,1240-1244 
  skill-paths.ts   |   89.65 |    86.95 |     100 |   89.65 | ...11-112,117-118 
  symlinkScope.ts  |     100 |      100 |     100 |     100 |                   
  types.ts         |   97.91 |       98 |     100 |   97.91 | 277-278           
 ...ataviz/scripts |   80.06 |    95.23 |   88.23 |   80.06 |                   
  ...te_palette.js |   80.06 |    95.23 |   88.23 |   80.06 | 261-296,306-328   
 ...s/bundled/loop |   97.48 |    95.77 |     100 |   97.48 |                   
  ...omous-loop.ts |     100 |      100 |     100 |     100 |                   
  ...-task-file.ts |   94.85 |     92.4 |     100 |   94.85 | ...56,367,375-376 
  ...k-resolver.ts |     100 |      100 |     100 |     100 |                   
 src/subagents     |   87.72 |    89.01 |   96.55 |   87.72 |                   
  ...ter-schema.ts |     100 |    98.07 |     100 |     100 | 99                
  ...tin-agents.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...nt-manager.ts |   84.48 |    85.91 |   94.87 |   84.48 | ...1582,1659-1660 
  types.ts         |     100 |      100 |     100 |     100 |                   
  validation.ts    |   92.46 |    95.18 |     100 |   92.46 | 47-52,63-68,71-76 
 src/telemetry     |   81.07 |    83.99 |   84.47 |   81.07 |                   
  ...ty-tracker.ts |     100 |      100 |     100 |     100 |                   
  config.ts        |     100 |      100 |     100 |     100 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  ...on-metrics.ts |   99.07 |    80.95 |     100 |   99.07 | 183,197           
  ...on-tracing.ts |   76.31 |    74.62 |   73.68 |   76.31 | ...80,387-389,405 
  ...attributes.ts |   95.15 |    87.27 |     100 |   95.15 | ...97-198,216-217 
  ...ag-metrics.ts |     100 |    77.77 |     100 |     100 | 21,40             
  ...t-loop-lag.ts |     100 |    90.47 |     100 |     100 | 49,76             
  ...-exporters.ts |   65.78 |    83.33 |   55.55 |   65.78 | ...04-105,108-109 
  ...ai-content.ts |    74.5 |    66.41 |   91.66 |    74.5 | ...1480,1493-1502 
  ...i-provider.ts |     100 |       99 |     100 |     100 | 99                
  ...ai-request.ts |   87.52 |    92.79 |   83.78 |   87.52 | ...55-561,564-570 
  gen-ai-usage.ts  |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...t.circular.ts |       0 |        0 |       0 |       0 | 1-111             
  ...-processor.ts |   99.09 |    95.61 |      95 |   99.09 | 141,365-366       
  ...t.circular.ts |       0 |        0 |       0 |       0 | 1-128             
  loggers.ts       |   56.85 |    74.35 |   64.81 |   56.85 | ...1397,1414-1434 
  metrics.ts       |   79.63 |    81.98 |   79.66 |   79.63 | ...1082,1085-1096 
  otlp-urls.ts     |     100 |      100 |     100 |     100 |                   
  ...attributes.ts |     100 |      100 |     100 |     100 |                   
  ...ime-config.ts |       0 |        0 |       0 |       0 | 1                 
  sanitize.ts      |      80 |    83.33 |     100 |      80 | 35-36,41-42       
  ...rters-grpc.ts |     100 |      100 |     100 |     100 |                   
  ...rters-http.ts |     100 |      100 |     100 |     100 |                   
  sdk-impl.ts      |   91.06 |    87.15 |   68.75 |   91.06 | ...32,478-479,495 
  sdk.ts           |   79.22 |    89.18 |   63.63 |   79.22 | ...57-161,199-221 
  ...on-context.ts |     100 |      100 |     100 |     100 |                   
  ...on-tracing.ts |   90.83 |    90.05 |   96.77 |   90.83 | ...1667,1698-1701 
  ...etry-utils.ts |     100 |      100 |     100 |     100 |                   
  ...l-decision.ts |     100 |      100 |     100 |     100 |                   
  trace-context.ts |     100 |      100 |     100 |     100 |                   
  ...e-id-utils.ts |     100 |      100 |     100 |     100 |                   
  tracer.ts        |   98.56 |    88.63 |     100 |   98.56 | 52,101            
  types.ts         |   82.35 |    94.61 |   86.04 |   82.35 | ...1361,1365-1372 
  uiTelemetry.ts   |   97.18 |    93.93 |      88 |   97.18 | ...70,314,461-462 
 ...ry/qwen-logger |   74.17 |    80.53 |      70 |   74.17 |                   
  event-types.ts   |       0 |        0 |       0 |       0 |                   
  qwen-logger.ts   |   74.17 |    80.35 |   69.49 |   74.17 | ...1120,1158-1159 
 src/test-utils    |      94 |    98.24 |   78.94 |      94 |                   
  config.ts        |     100 |      100 |     100 |     100 |                   
  ...st-helpers.ts |   94.11 |       90 |     100 |   94.11 | 69-70             
  index.ts         |     100 |      100 |     100 |     100 |                   
  mock-tool.ts     |   92.57 |      100 |   75.75 |   92.57 | ...63,227-228,241 
  ...aceContext.ts |     100 |      100 |     100 |     100 |                   
 src/tools         |   85.94 |    84.71 |   88.32 |   85.94 |                   
  ...erQuestion.ts |   89.71 |    80.76 |   91.66 |   89.71 | ...66-367,374-375 
  ...-registrar.ts |    77.7 |    66.66 |   66.66 |    77.7 | ...72-277,292-294 
  ...ub-session.ts |   89.67 |     91.3 |   81.81 |   89.67 | ...03-304,315-322 
  cron-create.ts   |   90.64 |    92.85 |   72.72 |   90.64 | ...,73-74,223-231 
  cron-delete.ts   |   97.56 |      100 |   83.33 |   97.56 | 31-32             
  cron-list.ts     |   98.23 |    95.34 |    87.5 |   98.23 | 57-58             
  diffOptions.ts   |     100 |      100 |     100 |     100 |                   
  edit.ts          |    82.7 |    86.77 |   81.25 |    82.7 | ...43-744,863-913 
  ...r-worktree.ts |   83.14 |    67.56 |    87.5 |   83.14 | ...84-187,278-279 
  enterPlanMode.ts |      85 |     82.6 |    87.5 |      85 | ...28-133,161-175 
  exit-worktree.ts |   83.29 |    83.65 |   94.44 |   83.29 | ...14-515,537-538 
  exitPlanMode.ts  |      95 |    85.29 |     100 |      95 | ...21-325,344,378 
  ...permission.ts |     100 |      100 |     100 |     100 |                   
  glob.ts          |   96.33 |     88.5 |     100 |   96.33 | ...24-225,373,376 
  grep.ts          |   90.73 |    86.61 |   85.71 |   90.73 | ...76-677,727-728 
  ...adTracking.ts |     100 |      100 |     100 |     100 |                   
  image-gen.ts     |   91.66 |    77.41 |    90.9 |   91.66 | ...13-214,221-222 
  list-agents.ts   |   94.02 |    82.35 |   83.33 |   94.02 | 31-32,47-48       
  loop-wakeup.ts   |   99.27 |    92.85 |     100 |   99.27 | 45                
  ls.ts            |   96.74 |    90.27 |     100 |   96.74 | 176-181,212,216   
  lsp.ts           |   72.71 |     59.5 |   90.32 |   72.71 | ...1212,1214-1215 
  ...nt-manager.ts |   81.49 |     80.1 |   85.71 |   81.49 | ...3217,3219-3220 
  mcp-client.ts    |   79.87 |    85.58 |   89.47 |   79.87 | ...2259,2263-2266 
  ...ry-timeout.ts |     100 |      100 |     100 |     100 |                   
  mcp-errors.ts    |     100 |      100 |     100 |     100 |                   
  ...pool-entry.ts |   77.56 |    84.11 |   77.14 |   77.56 | ...1291,1299-1300 
  ...ool-events.ts |       8 |        0 |       0 |       8 | 132-158           
  mcp-pool-key.ts  |   97.46 |    93.93 |     100 |   97.46 | 175-176           
  ...ce-content.ts |   96.55 |    91.17 |     100 |   96.55 | 80-82             
  mcp-retry.ts     |   97.67 |    95.65 |     100 |   97.67 | 131-132           
  mcp-status.ts    |     100 |      100 |     100 |     100 |                   
  mcp-tool.ts      |    97.2 |    93.47 |     100 |    97.2 | ...00-801,856-857 
  ...sport-pool.ts |   83.49 |    80.15 |   84.61 |   83.49 | ...1409,1416-1420 
  ...ace-budget.ts |   87.27 |     82.6 |     100 |   87.27 | ...00-305,340-345 
  memory-config.ts |     100 |      100 |     100 |     100 |                   
  ...iable-tool.ts |     100 |    84.61 |     100 |     100 | 101,108           
  monitor.ts       |   91.74 |    84.28 |   88.46 |   91.74 | ...93,606,804-809 
  notebook-edit.ts |   85.55 |    77.39 |   81.25 |   85.55 | ...86-902,948-949 
  ...escendants.ts |   36.17 |    64.51 |   55.55 |   36.17 | ...46-310,385-390 
  ...nforcement.ts |   82.57 |    90.24 |     100 |   82.57 | 174-185,234-247   
  read-file.ts     |   95.49 |    88.52 |   86.66 |   95.49 | ...49,464,536-537 
  ...p-resource.ts |   96.85 |      100 |   91.66 |   96.85 | 92-96             
  ...d-artifact.ts |   91.18 |    86.71 |    87.5 |   91.18 | ...26-427,441-453 
  ripGrep.ts       |    94.6 |    87.26 |   95.23 |    94.6 | ...33-734,740-741 
  ...-transport.ts |   71.42 |    55.55 |   71.42 |   71.42 | ...36-137,143-144 
  send-message.ts  |   81.13 |    89.74 |    62.5 |   81.13 | ...80-286,363-371 
  ...n-mcp-view.ts |   93.57 |     92.3 |      90 |   93.57 | 122-130           
  shell.ts         |   78.78 |    84.06 |   91.91 |   78.78 | ...5019,5082-5083 
  skill-utils.ts   |     100 |      100 |     100 |     100 |                   
  skill.ts         |   91.06 |    93.33 |   89.47 |   91.06 | ...71,475,520-542 
  ...eticOutput.ts |   95.12 |      100 |      80 |   95.12 | 87-88             
  task-create.ts   |    94.4 |    93.33 |   81.81 |    94.4 | 45-49,63-64,95    
  task-list.ts     |   73.38 |    77.77 |   83.33 |   73.38 | ...02,105,109-116 
  task-stop.ts     |   93.14 |    96.15 |   85.71 |   93.14 | 39-40,54-64       
  task-update.ts   |   82.89 |    83.92 |    92.3 |   82.89 | ...14-422,454-465 
  team-create.ts   |   97.22 |    85.71 |   83.33 |   97.22 | 48-49,129-130     
  team-delete.ts   |   86.74 |    83.33 |   83.33 |   86.74 | 37-38,42-48,72-73 
  ...n-approval.ts |   92.14 |    96.77 |   77.77 |   92.14 | 38-39,42-43,93-99 
  todoWrite.ts     |   94.36 |    84.61 |   92.85 |   94.36 | ...10-415,437-438 
  tool-error.ts    |     100 |      100 |     100 |     100 |                   
  tool-names.ts    |     100 |      100 |     100 |     100 |                   
  tool-registry.ts |   78.57 |    79.59 |    82.6 |   78.57 | ...89-990,998-999 
  tool-search.ts   |   96.19 |    89.72 |   93.33 |   96.19 | ...09,259-264,426 
  tools.ts         |   92.74 |    91.52 |    91.3 |   92.74 | ...63-564,580-586 
  ...reapproved.ts |   99.27 |    94.11 |     100 |   99.27 | 170               
  web-fetch.ts     |   96.05 |    90.54 |   96.77 |   96.05 | ...85-786,800-801 
  web-search.ts    |   90.53 |    83.57 |      80 |   90.53 | ...1007,1065-1068 
  write-file.ts    |    86.7 |    84.92 |   88.88 |    86.7 | ...24-827,864-899 
  zoom-image.ts    |   95.76 |    93.75 |      90 |   95.76 | 54-59,203-204     
 src/tools/agent   |   86.03 |    86.11 |   87.85 |   86.03 |                   
  agent.ts         |   85.28 |     85.8 |   86.31 |   85.28 | ...4246,4268-4278 
  fork-subagent.ts |   99.36 |    90.69 |     100 |   99.36 | 91                
 ...tools/artifact |   95.78 |    92.51 |   88.63 |   95.78 |                   
  artifact-tool.ts |   91.46 |    88.46 |   71.42 |   91.46 | ...13-314,322-325 
  ...-publisher.ts |     100 |    85.71 |     100 |     100 | 32                
  ...-publisher.ts |   96.74 |    97.72 |    87.5 |   96.74 | 29-30,156-157     
  html.ts          |     100 |    96.77 |     100 |     100 | 122               
  ...-publisher.ts |     100 |       80 |     100 |     100 | 30                
  oss-publisher.ts |    98.1 |    91.48 |     100 |    98.1 | 43-45             
  publisher.ts     |     100 |      100 |     100 |     100 |                   
 ...s/computer-use |   90.21 |    82.17 |   78.08 |   90.21 |                   
  bootstrap.ts     |   59.42 |    80.95 |   41.66 |   59.42 | ...35-339,341-345 
  client.ts        |   80.11 |       90 |   77.77 |   80.11 | ...97,242-243,274 
  constants.ts     |     100 |    94.73 |     100 |     100 | 129,256           
  downloader.ts    |   65.29 |    52.77 |   58.33 |   65.29 | ...99-300,316-355 
  index.ts         |     100 |      100 |     100 |     100 |                   
  install-state.ts |   94.44 |    72.72 |     100 |   94.44 | 44-45             
  ...n-detector.ts |     100 |     87.5 |     100 |     100 | 50                
  schemas.ts       |     100 |      100 |     100 |     100 |                   
  tool.ts          |    96.3 |    85.71 |     100 |    96.3 | 75-76,184,252-258 
 ...tools/workflow |   83.95 |    83.05 |   73.33 |   83.95 |                   
  workflow.ts      |   83.95 |    83.05 |   73.33 |   83.95 | ...11,456,458-459 
 src/utils         |   92.82 |    89.73 |   96.83 |   92.82 |                   
  LruCache.ts      |     100 |      100 |     100 |     100 |                   
  ...Controller.ts |     100 |      100 |     100 |     100 |                   
  ...ssageQueue.ts |     100 |      100 |     100 |     100 |                   
  ...cFileWrite.ts |   94.94 |    92.47 |     100 |   94.94 | ...43-544,651-655 
  bareMode.ts      |   81.81 |      100 |      50 |   81.81 | 18-19             
  ...ry-content.ts |   98.45 |    95.45 |     100 |   98.45 | 132-133,159-160   
  browser.ts       |   86.84 |    78.94 |     100 |   86.84 | 34,36-37,65-66    
  btwUtils.ts      |   13.95 |      100 |       0 |   13.95 | 17-31,34-55       
  bundlePaths.ts   |     100 |      100 |     100 |     100 |                   
  ...on-context.ts |     100 |      100 |     100 |     100 |                   
  ...ncyLimiter.ts |   94.64 |    95.23 |     100 |   94.64 | 64-66             
  ...igResolver.ts |     100 |      100 |     100 |     100 |                   
  ...engthError.ts |   91.06 |    89.47 |     100 |   91.06 | ...46-147,154-155 
  ...n-branches.ts |   95.81 |    93.95 |      95 |   95.81 | ...91-492,504-517 
  ...tion-chain.ts |     100 |      100 |     100 |     100 |                   
  cronDisplay.ts   |     100 |    97.61 |     100 |     100 | 46                
  cronParser.ts    |   95.34 |    93.33 |     100 |   95.34 | 41-42,47-48,70-71 
  debugLogger.ts   |   96.66 |    96.61 |   88.88 |   96.66 | 192-196           
  editHelper.ts    |   93.63 |     83.9 |     100 |   93.63 | ...27-428,462-463 
  editor.ts        |   97.65 |    95.45 |     100 |   97.65 | ...35-336,338-339 
  encoding.ts      |     100 |      100 |     100 |     100 |                   
  env.ts           |     100 |      100 |     100 |     100 |                   
  ...arResolver.ts |   94.28 |    88.88 |     100 |   94.28 | 28-29,125-126     
  ...entContext.ts |   96.63 |    90.13 |   96.66 |   96.63 | ...42,444-445,512 
  errorParsing.ts  |     100 |      100 |     100 |     100 |                   
  ...rReporting.ts |   95.65 |    93.33 |     100 |   95.65 | 37-38             
  errors.ts        |   82.62 |    94.32 |    61.9 |   82.62 | ...62-378,382-388 
  fetch.ts         |   90.68 |    82.51 |     100 |   90.68 | ...72,483-484,503 
  fileUtils.ts     |   94.96 |    93.47 |   96.15 |   94.96 | ...1865,1890-1891 
  forkedAgent.ts   |   92.45 |    82.35 |   93.75 |   92.45 | ...34,642,647-654 
  formatters.ts    |     100 |      100 |     100 |     100 |                   
  ...eUtilities.ts |    92.4 |    86.95 |     100 |    92.4 | ...52-158,168-169 
  ...rStructure.ts |   94.39 |    94.28 |     100 |   94.39 | ...29-132,343-348 
  getPty.ts        |   31.57 |       50 |     100 |   31.57 | 26-38             
  git-branches.ts  |    91.6 |    84.21 |    92.3 |    91.6 | ...90,405-410,570 
  gitDiff.ts       |   95.19 |    81.36 |     100 |   95.19 | ...1073,1419-1420 
  gitDirect.ts     |   98.84 |    94.28 |     100 |   98.84 | 234,318           
  ...noreParser.ts |   94.48 |    93.22 |     100 |   94.48 | ...23-124,158-159 
  gitUtils.ts      |   78.02 |    81.25 |   85.71 |   78.02 | ...22-123,147-198 
  github-prs.ts    |   95.74 |    82.27 |     100 |   95.74 | 216,314-322       
  iconvHelper.ts   |     100 |      100 |     100 |     100 |                   
  ...rePatterns.ts |     100 |      100 |     100 |     100 |                   
  image-view.ts    |   95.12 |    93.33 |     100 |   95.12 | ...68-172,240-244 
  ...ionManager.ts |     100 |     90.9 |     100 |     100 | 27                
  ...lPromptIds.ts |     100 |      100 |     100 |     100 |                   
  ...on-context.ts |     100 |      100 |     100 |     100 |                   
  jsonl-utils.ts   |   95.27 |     93.1 |     100 |   95.27 | ...16-317,359-362 
  ...-detection.ts |     100 |      100 |     100 |     100 |                   
  ...iconv-lite.ts |     100 |      100 |     100 |     100 |                   
  ...simple-git.ts |   96.77 |    91.66 |     100 |   96.77 | 38                
  ...m-headless.ts |      96 |    88.88 |     100 |      96 | 34                
  ...iagnostics.ts |    96.4 |     94.2 |     100 |    96.4 | ...66,293-294,376 
  ...yDiscovery.ts |    92.4 |    89.13 |     100 |    92.4 | ...28,331,522-525 
  ...tProcessor.ts |   94.01 |       90 |     100 |   94.01 | ...47-353,445-446 
  ...Inspectors.ts |     100 |      100 |     100 |     100 |                   
  modelId.ts       |   98.96 |    98.21 |     100 |   98.96 | 153               
  ...kerChecker.ts |    90.9 |    91.66 |     100 |    90.9 | 73-79             
  notebook.ts      |   94.57 |    89.91 |   95.83 |   94.57 | ...21,333,385-387 
  openaiLogger.ts  |   91.66 |    89.74 |     100 |   91.66 | ...26-228,251-256 
  osc8.ts          |   54.26 |    64.86 |   83.33 |   54.26 | ...72-195,197-257 
  partUtils.ts     |     100 |    98.64 |     100 |     100 | 211               
  pathReader.ts    |     100 |      100 |     100 |     100 |                   
  paths.ts         |   93.95 |    92.79 |     100 |   93.95 | ...78-479,481-483 
  pdf.ts           |   92.17 |    85.81 |     100 |   92.17 | ...64-565,606-611 
  projectPath.ts   |     100 |      100 |     100 |     100 |                   
  projectRoot.ts   |   71.73 |    78.57 |     100 |   71.73 | 54-66             
  ...ectSummary.ts |   89.62 |    72.41 |     100 |   89.62 | ...40-145,196-199 
  ...tIdContext.ts |     100 |      100 |     100 |     100 |                   
  proxyUtils.ts    |     100 |      100 |     100 |     100 |                   
  ...rDetection.ts |   71.15 |       86 |     100 |   71.15 | ...-90,96-101,147 
  ...noreParser.ts |   92.63 |    91.66 |     100 |   92.63 | ...77-178,197-198 
  rateLimit.ts     |   93.75 |    89.62 |     100 |   93.75 | ...13,218-219,262 
  ...text-range.ts |   97.29 |    86.93 |     100 |   97.29 | ...59-660,735-736 
  readManyFiles.ts |   96.29 |    87.23 |     100 |   96.29 | 225,276,286-290   
  retry.ts         |   96.09 |    92.52 |     100 |   96.09 | ...67,558-559,577 
  retryContext.ts  |     100 |      100 |     100 |     100 |                   
  ...sification.ts |   97.63 |    97.02 |     100 |   97.63 | ...17,251-252,278 
  retryPolicy.ts   |   97.72 |    90.56 |     100 |   97.72 | 130-131           
  ripgrepUtils.ts  |   90.04 |    93.43 |   95.45 |   90.04 | ...55-565,598-599 
  ...sDiscovery.ts |   97.46 |    93.05 |     100 |   97.46 | ...04,182-183,202 
  ...iagnostics.ts |   83.08 |     67.5 |   92.59 |   83.08 | ...23,543-544,550 
  ...tchOptions.ts |   84.87 |    86.61 |   96.29 |   84.87 | ...71,696,725-734 
  ...odelPrefix.ts |     100 |      100 |     100 |     100 |                   
  runtimeStatus.ts |    97.5 |    89.74 |     100 |    97.5 | 162-163           
  safe-mode.ts     |     100 |      100 |     100 |     100 |                   
  safeJsonParse.ts |     100 |      100 |     100 |     100 |                   
  ...nStringify.ts |     100 |      100 |     100 |     100 |                   
  ...-child-env.ts |     100 |      100 |     100 |     100 |                   
  ...aConverter.ts |   98.03 |    97.75 |     100 |   98.03 | 100,102-103       
  ...aValidator.ts |   92.09 |    83.65 |   90.47 |   92.09 | ...60,882-883,896 
  ...r-launcher.ts |   96.35 |    93.97 |   85.71 |   96.35 | ...35-336,347-348 
  sedEditParser.ts |   91.78 |    92.18 |     100 |   91.78 | ...66-569,645-646 
  ...nIdContext.ts |     100 |      100 |     100 |     100 |                   
  ...orageUtils.ts |   95.98 |    83.96 |     100 |   95.98 | ...70,386,466,485 
  ...-pager-env.ts |     100 |      100 |     100 |     100 |                   
  ...fety-rules.ts |     100 |     89.7 |     100 |     100 | ...01,304,309-311 
  shell-utils.ts   |   86.07 |    88.36 |     100 |   86.07 | ...2269,2276-2280 
  ...lAstParser.ts |   98.16 |    91.91 |     100 |   98.16 | ...1244-1246,1256 
  ...ContextEnv.ts |     100 |       92 |     100 |     100 | 50-52             
  ...nlyChecker.ts |   96.33 |    96.57 |     100 |   96.33 | ...83-284,292-293 
  sideQuery.ts     |   86.82 |    86.66 |     100 |   86.82 | ...79-185,187-193 
  ...pEventSink.ts |     100 |       80 |     100 |     100 | 61                
  ...tGenerator.ts |     100 |      100 |     100 |     100 |                   
  ...ameContext.ts |     100 |      100 |     100 |     100 |                   
  symlink.ts       |   77.77 |       50 |     100 |   77.77 | 44,54-59          
  ...e-encoding.ts |   85.96 |    76.47 |     100 |   85.96 | 58-61,64-65,78-79 
  ...emEncoding.ts |   96.36 |    91.17 |     100 |   96.36 | 59-60,124-125     
  terminalSafe.ts  |     100 |      100 |     100 |     100 |                   
  ...Serializer.ts |   98.72 |       90 |     100 |   98.72 | 42-43,134,201-203 
  testUtils.ts     |   53.33 |      100 |   33.33 |   53.33 | ...53,59-64,70-72 
  ...-constants.ts |     100 |      100 |     100 |     100 |                   
  textUtils.ts     |      65 |      100 |      75 |      65 | 56-75             
  thoughtUtils.ts  |     100 |    95.65 |     100 |     100 | 99                
  ...-converter.ts |   95.23 |    85.71 |     100 |   95.23 | 36-37             
  ...name-utils.ts |     100 |      100 |     100 |     100 |                   
  ...-finalizer.ts |   97.66 |     90.9 |     100 |   97.66 | 165-166,168-172   
  tool-utils.ts    |    95.2 |    93.61 |     100 |    95.2 | ...58-159,162-163 
  ...ultCleanup.ts |   54.62 |       64 |      75 |   54.62 | ...03-105,108-134 
  ...Compaction.ts |   96.13 |    96.42 |     100 |   96.13 | ...34-339,341-346 
  ...pt-records.ts |   85.85 |    83.63 |     100 |   85.85 | ...90-394,424-439 
  truncation.ts    |   90.56 |    90.43 |     100 |   90.56 | ...35-443,480-486 
  windowsPath.ts   |   89.47 |    79.31 |     100 |   89.47 | ...57-58,62,90-91 
  ...aceContext.ts |   95.81 |    89.39 |     100 |   95.81 | ...74-275,299-301 
  xml.ts           |    97.8 |    87.69 |     100 |    97.8 | 98-99             
  yaml-parser.ts   |   83.87 |    77.27 |     100 |   83.87 | ...31-234,239-240 
 ...ils/filesearch |   83.68 |    80.38 |   94.69 |   83.68 |                   
  crawlCache.ts    |     100 |      100 |     100 |     100 |                   
  crawler.ts       |   82.47 |    76.22 |      95 |   82.47 | ...1525,1559-1560 
  fileSearch.ts    |   93.78 |    87.67 |     100 |   93.78 | ...71-272,274-275 
  fzfWorker.ts     |       0 |        0 |       0 |       0 | 1-109             
  ...rkerHandle.ts |   84.05 |    75.43 |   89.47 |   84.05 | ...30-334,340-341 
  ignore.ts        |     100 |    97.36 |     100 |     100 | 187               
  result-cache.ts  |     100 |    93.75 |     100 |     100 | 49                
 ...uest-tokenizer |   69.76 |    75.47 |   85.29 |   69.76 |                   
  ...eTokenizer.ts |   65.72 |    74.02 |    92.3 |   65.72 | ...65-466,479-533 
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...tTokenizer.ts |   68.39 |    69.49 |    90.9 |   68.39 | ...24-325,327-328 
  ...ageFormats.ts |   76.92 |      100 |   33.33 |   76.92 | 46-49,56-57       
  textTokenizer.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |       0 |        0 |       0 |       0 | 1                 
-------------------|---------|----------|---------|---------|-------------------

For detailed HTML reports, please see the 'coverage-reports-22.x-ubuntu-latest' artifact from the main CI run.

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LGTM, looks ready to ship — CI landed green after the review. ✅

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No issues found. LGTM! ✅

中文说明

未发现问题。LGTM!✅

— qwen3.8-max-preview via Qwen Code /review

Six more rules, each taken from a hands-on verification round that found
something the skill could not have produced.

From #8037, a fallback parser for XML tool calls: a bug report enumerates
its own cases, and those names are coverage claims the fix inherits —
holding the issue's reported 1,898-character preamble fixed and varying
only the tool showed the guard declining run_shell_command, which the
issue names explicitly, so the fix covered half of what it was filed
against. The same round found one defect with a loud variant (schema
rejects a dropped argument) and a silent one (a truncated file), which
fixes the ordering: rank variants by observability, not blast radius —
the same ordering the concurrency rule already uses. And its harness
replayed the reported wire bytes without reproducing the model-side
degradation that produces them, so Not covered now asks which of the two
a reproduction actually has.

From #8005, a Goal runtime driven through a real TUI: walking the PR's
own Reviewer Test Plan step by step turned an unrunnable step into the
round's sharpest finding, because no code path could insert real user
input into an active turn and the feature's completion criterion needed
exactly that. Proving it took a census rather than a reading — 30
captured verifier payloads carried one evidence kind and never the
required one. And its mutation matrix is the reason survivors are now
gated on a positive control: two mutations survived 429/429 and 326/326,
believable only because a third, expected-caught mutation turned one test
red.

None of these six were measured with an A/B on this file; they are drawn
from rounds that found real defects. The PR description says so.

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Copilot was unable to review this pull request because the user who requested the review has reached their quota limit.

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wenshao commented Jul 31, 2026

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@qwen-code /takeover

@qwen-code-dev-bot qwen-code-dev-bot added the autofix/takeover Summon the autofix loop to manage this PR (remove to release; needs triage+) label Jul 31, 2026
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🤝 Takeover engaged: the autofix loop now manages this PR — it will address new review feedback and resolve base conflicts until the label is removed or the round cap is reached. Remove the autofix/takeover label (or comment @qwen-code /takeover stop) to release.

中文说明

🤝 已接管:autofix 循环现在管理此 PR —— 将持续处理新的评审反馈与 base 冲突,直到移除标签或达到轮次上限。移除 autofix/takeover 标签(或评论 @qwen-code /takeover stop)即可释放。

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wenshao requested a review from Copilot July 31, 2026 16:43

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🔀 Base updated: red check(s) [Test (ubuntu-latest, Node 22.x)] pass on current main — merged current main via update-branch; CI will re-run.

中文说明

🔀 已更新 base:红色检查 [Test (ubuntu-latest, Node 22.x)] 在当前 main 上通过 —— 已通过 update-branch 合入当前 main,CI 将重新运行。

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wenshao commented Jul 31, 2026

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Review: the tests hold up, the description's accounting does not

Verified at head 4bc99f4e48 (merge-base af63c9d54e), Linux, Node v22.22.2, in a clean worktree with the root node_modules linked in. Everything below was run, not read.

Verdict: merge-ready. The test side is clean and — checked individually — non-vacuous. One Medium finding about what the A/B actually measured, three Low findings about the description and the file's organization. None of them block.


1. [Medium] The shipped file is not the artifact the arms measured

The branch is two commits, and the second one landed after the arms ran (the body says so: "Added after the arms above"):

commit SKILL.md new rules
af63c9d54e (merge-base) 7,062 w
5538eaeca7 (first batch) 8,198 w sibling sweep, scaling ladder, accepted-tradeoff boundary, prompt-is-not-an-invariant, name-is-a-claim, replay calibration, worsened, reverse mutation, measured fix, cost audit
a029179186 (head content) 8,867 w coverage-spec, Reviewer Test Plan, census, observability ranking, positive control, shape-vs-cause

So the treatment arm that returned findings 64/4 read an 8,198-word file; what merges is 8,867 words — +669 w / +8.2% on top of the measured instrument, six more rules in the same lists.

That matters because of this PR's own thesis. The round-6 result is explicitly not about capability, budget, or oracle quality — it is about which fixtures the agent thought to construct, i.e. the prompt's content is the causal mechanism. Changing the mechanism by 8% after measuring it is the file's own rule at L350 turned inward: "A limit measured in isolation does not transfer to the real call site." The 64/4 cell is evidence about a file that will never run.

I am not claiming dilution occurs — see Not covered. I am claiming the report should say the measured arm ≠ head. Either add one line to the body, or land a029179186 separately once the arms can be re-run against it.

2. [Low] The unvalidated accounting is inconsistent, and four rules are double-listed

The body says "Second batch — six more rules" and then "Unvalidated: all ten rules in the second batch above". Six vs ten.

The gap is the four rules attributed to #8215 (scaling ladder, prompt-is-not-an-invariant, name-is-a-claim, cost audit). Those are already enumerated in the first-batch Change section — and they are all in 5538eaeca7, the treatment arm's own file:

$ git show 5538eaeca7:.qwen/skills/verify-pr/SKILL.md | tr '\n' ' ' | tr -s ' ' | grep -c "<phrase>"
is a scaling question                        → 1
An instruction in a prompt is not an invariant → 1
a test's name is a claim about its fixture   → 1
audit it against the repo's own accounting   → 1

So the body lists them twice and then declares them unvalidated despite their shipping inside the arm that was measured. The count that survives audit is: six rules added after the arms, not ten.

3. [Low] Both numbers in the Tests section are wrong at this head

  • "Twenty-three assertions added" → the diff adds 20:
    git diff origin/main...pr8242 -- scripts/tests/qwen-triage-workflow.test.js | grep -c '^+.*expect(flat).toContain'20 (14 in 5538eaeca7, 6 in a029179186). 23 was never true on this branch.
  • "107/107" → the suite at 4bc99f4e48 is 114/114 (the merge of main brought more tests in). It passes; the number is just stale.

In a PR whose stated point is to stop asserting that prose works, the description's own counts are the cheapest thing to keep true.

4. [Low] ### A/B load-bearing proof has drifted into a general-technique dump

That section opens "Run the identical scenario against the PR build and a control build that differs only by the change under test; the verdict is the pair of counts." Its top-level bullet count goes 19 → 27, and four of the new ones are not A/B methods at all:

  • L228 The bug report is a coverage specification
  • L242 Walk the PR's own Reviewer Test Plan step by step
  • L252 Prove a negative by census
  • L311 Rank a defect's variants by observability

Suggest a sibling ### subsection (reading the report / the issue / the plan). It would also remove the forward reference at L317 — "the same ordering as the concurrency rule below" — which is accurate today (L311 → L396) but breaks silently under any reorder of a 27-item list.

5. [Info] Nothing caps this file, and nothing is ever removed

#7710 3,710 w → #7974 3,965 → #8010 6,141 → #8104 7,062 → this PR 8,867

2.4× in six days, +26% here. scripts/tests/verify-capture.test.js:434 only references the path; no gate reads its size. Two overlapping pairs are already visible and would consolidate cleanly:

  • L191–196 ("A fix that holds only for the reported input shape is a finding, not a pass") is a weaker restatement of the new L197–210 sibling sweep, and sits immediately above it.
  • L300–310 (Test the scarier consequences … report which ones do NOT hold) sits immediately above the new L311–319 observability ranking; both are about characterising a defect's consequences.

Worth one round that measures whether rule #27 still changes behaviour.


Verified good

  • No vacuous assertions. Reverse-checked each of the 20 new strings against the base SKILL.md with whitespace collapsed the same way the test does: 0 already present at base, 0 duplicated at head, 0 missing at head. Every one of them can only pass because this PR added the text. Running the head test file against the base SKILL.md fails on the first new assertion, as it should.
  • flat = verifySkill.replace(/\s+/g, ' ') is the right call for a prettier-formatted prose file — the assertions survive rewrapping, which is exactly the failure mode a literal multi-line match would have.
  • Markdown renders as intended. marked on the head file: 0 <blockquote> (the >100 s hazard the body describes is genuinely avoided — it is written over 100 s), and exactly one literal ** in the output, which is the intended <code>**</code> at L219. No stray emphasis anywhere.
  • Gates green at head. prettier --check on both files → All matched files use Prettier code style; eslint --max-warnings 0 on the test → clean; vitest run scripts/tests/qwen-triage-workflow.test.js114 passed (114) in 19.8 s.
  • The worsened enum has no second home to keep in sync. Repo-wide grep -rn 'declined-with-rationale' hits only SKILL.md:66 and the new assertion — no workflow prompt or script duplicates the status list.

Not covered

  • I did not re-run the three-arm A/B. Each arm in the body cost ~25 min / ~5 M tokens against real qwen3.8-max-preview; that is outside this review's budget. Finding 1 is therefore a claim about the design of the measurement — measured artifact ≠ shipped artifact, established from the commit split and word counts above — and not a demonstration that the extra 669 words degrade the arm. I have shown no dilution.
  • I did not re-derive the measured examples quoted in the new prose (the 0.96/3.2/14.4/>100 s ladder, the ~473-character bisect off a 1,898-character preamble, the 30 verifier payloads, the 5→8 escaping artifact). They are illustrations inside a prompt; a wrong figure there misleads an agent but breaks nothing mechanical, and checking them would mean re-running feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215/fix(core): recover XML-style tool calls from plain text content #8037/feat(cli): adopt Goal v3 in interactive TUI #8005.
  • No claim about whether the six unvalidated rules help. That is the body's own position and I agree with stating it plainly rather than asserting it works.

Methodology

git worktree at 4bc99f4e48 and at the merge-base af63c9d54e, root node_modules symlinked into both. Vacuity check: a Node script reading both SKILL.mds through the same replace(/\s+/g,' ') the test uses, testing each extracted assertion string for presence at base and multiplicity at head. Render check: marked over the head file, counting <blockquote> and residual **. Word counts from git show <sha>:.qwen/skills/verify-pr/SKILL.md | wc -w.

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⚠️ Downgraded from Approve to Comment: CI failing: Test (ubuntu-latest, Node 22.x). Reviewed.

中文说明

⚠️ 已从批准降级为评论:CI failing: Test (ubuntu-latest, Node 22.x)。 已审查。

— qwen3.8-max-preview via Qwen Code /review

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AutoFix round 3 finishedview run. See this round's report below.

中文说明

AutoFix 第 3 轮已完成 —— 查看运行。本轮报告见下方。

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🤖 Reviewed the latest feedback — no changes needed. Why, point by point: · 已审阅最新反馈——无需改动。逐点说明原因如下:

Autofix review round: no code change this round

I triaged every feedback point and verified the PR locally. None of the findings is a correctness defect in the changed code, so this round makes no commit. Details below.

CI — Test (ubuntu-latest, Node 22.x) is red, but not because of this PR

This PR changes exactly two files: .qwen/skills/verify-pr/SKILL.md (markdown) and scripts/tests/qwen-triage-workflow.test.js. Verified at head 4bc99f4e4:

  • vitest run scripts/tests/qwen-triage-workflow.test.js114/114 passed
  • prettier --check on both touched files → clean
  • eslint --max-warnings 0 on the test file → clean

Running the whole scripts suite (npm run test:scripts), the only failures are spawnSync zip ENOENT in scripts/tests/install-script.test.js — a file this PR does not modify (byte-identical to main). They fail solely because the zip binary is absent in this environment; that is an environment artifact, not a regression from this change.

The step-level log for the failed job (91218094023) is not available to this round (no GitHub access from here), so the exact failing step cannot be pinpointed — but no step that this two-file change touches fails locally. Recommendation: re-run the Test check. If it stays red, the failing step's log is needed to diagnose further; nothing in this diff is a candidate cause.

@wenshao's review (verdict: merge-ready; all findings non-blocking)

Findings 1–3 are about the PR description text, which this round cannot edit (no GitHub write access; the workflow owns the PR body). They are recorded here so nothing is dropped:

Findings 4–5 touch SKILL.md but are declined with reasons:

Summary

No in-scope code change is warranted: the changed files verify clean, the CI failure is not attributable to this diff (recommend re-run), findings #1#3 are PR-body edits owned by the author/workflow, and #4#5 are deferred as non-blocking, divergence-widening reorganizations.

中文说明

Autofix 审查轮次:本轮不做代码改动

我已对每一条反馈进行分类,并在本地验证了该 PR。所有发现都不是改动代码中的正确性缺陷,因此本轮不提交任何 commit。详情如下。

CI — Test (ubuntu-latest, Node 22.x) 变红,但并非本 PR 导致

本 PR 恰好只改动两个文件:.qwen/skills/verify-pr/SKILL.md(markdown)和 scripts/tests/qwen-triage-workflow.test.js。在 head 4bc99f4e4 上验证:

  • vitest run scripts/tests/qwen-triage-workflow.test.js114/114 通过
  • 对两个改动文件运行 prettier --check → 干净
  • 对测试文件运行 eslint --max-warnings 0 → 干净

运行整个 scripts 套件(npm run test:scripts)时,唯一的失败是 scripts/tests/install-script.test.js 中的 spawnSync zip ENOENT —— 该文件本 PR 并未修改(与 main 逐字节一致)。它们失败仅仅因为本环境中缺少 zip 二进制;这是环境因素,不是本改动引入的回归。

失败 job(91218094023)的步骤级日志在本轮中不可获取(此处无 GitHub 访问权限),因此无法精确定位具体失败的步骤 —— 但本两文件改动所涉及的任何步骤在本地都不失败。建议:重新运行 Test 检查。 如果仍然变红,需要失败步骤的日志才能进一步诊断;本 diff 中没有任何内容是可能的成因。

@wenshao 的审查(结论:可合并;所有发现均不阻塞)

发现 1–3 都是关于 PR 描述文本,本轮无法编辑(无 GitHub 写权限;PR body 由工作流拥有)。在此记录以免遗漏:

发现 4–5 涉及 SKILL.md,但附理由予以拒绝:

小结

本轮没有范围内的代码改动是合理的:改动文件验证干净,CI 失败不可归因于本 diff(建议重跑),发现 #1#3 是由作者/工作流拥有的 PR body 编辑,#4#5 作为不阻塞、且会扩大偏差的重组予以推迟。

Base-conflict check · 基分支冲突检查: no conflict with main. · 与 main 无冲突。


🧠 Handled by Qwen Code · model/模型 qwen3.8-max-preview

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wenshao requested a review from Copilot July 31, 2026 18:19

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Copilot was unable to review this pull request because the user who requested the review has reached their quota limit.

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wenshao requested a review from Copilot July 31, 2026 18:19

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Copilot was unable to review this pull request because the user who requested the review has reached their quota limit.

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No issues found. LGTM! ✅

— qwen3.8-max-preview via Qwen Code /review

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wenshao commented Jul 31, 2026

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Review

Two files, no product code: .qwen/skills/verify-pr/SKILL.md gains ~16 verification rules distilled from four hands-on rounds (#8147, #8215, #8037, #8005), and scripts/tests/qwen-triage-workflow.test.js pins them. The methodology in the description — pre-registered ground truth, a same-budget control replicate, and re-running the control arm's own oracle on the fixture it never built to separate "couldn't" from "didn't think to" — is the right way to argue that prose changes behaviour, and the "What is not validated" section is worth more than the rules it disclaims.

What I verified

Worktree at f3ff9c0 (merge base 912f739).

  • npx vitest run --config ./scripts/tests/vitest.config.ts qwen-triage-workflow verify-capture qwen-autofix-workflow3 files, 246 tests passed.
  • prettier --check clean on both files; eslint --max-warnings 0 clean.
  • Teeth check. Extracted all 20 new assertion strings from the diff and matched each against head and base SKILL.md under the same \s+ → ' ' flattening the test uses: 20/20 present at head, exactly once each; 0/20 present at base. No vacuous assertion, no accidental match on pre-existing prose, and each goes red if its rule is deleted or reworded.
  • Confirmed nothing outside the skill validates the follow-up status enum, so adding worsened is prose-only and cannot desync the publisher.

Findings

1. The new replay-calibration precondition cannot be met on a first round, and the rule states no fallback. (medium)

SKILL.md:655-661 makes calibration the gate on believing a workflow/CI replay: run the base arm first and require it to reproduce, byte for byte, "a real artifact the production step already emitted (a posted comment, an uploaded file)". But 630 lines earlier the same file states the environment (SKILL.md:26-29):

There is no GitHub token: never attempt gh api writes or PR comments … Anonymous gh/git network calls are unreliable here; treat the local tree + snapshot as the whole world.

And the snapshot is gh pr view --json number,title,body,author,baseRefName,baseRefOid,headRefOid,commits (qwen-triage.yml:2072-2074) — no comments, no artifacts. So the only reachable "real emitted artifact" is previous-report.md, which lands only on a follow-up round with a prior substantive report (qwen-triage.yml:2286-2293), and even then it is an artifact of the publisher step alone — for a PR touching the triage stage comment, the tmux comment, or an upload step, it is not that step's output.

The rule closes with "A replay that cannot reproduce a known real output is measuring your harness, not the PR." On a first-round workflow PR that sentence tells the agent its only available instrument is worthless, with no stated exit. Worth noting this is exactly the configuration the arms ran in (snapshot "without comments"), so whatever the treatment arm actually did here went unmeasured.

Suggest one sentence after "…name the diffs you allowed":

When no real emitted artifact is retrievable — a first round, no token, no previous-report.md, or a step whose output the snapshot never carries — say the replay is uncalibrated in Not covered and name what would have calibrated it. An uncalibrated replay is still worth running; presenting it as calibrated is what is not allowed.

2. The ladder rule has no time cap and can eat the budget it is spending. (medium)

SKILL.md:214-221 instructs 2 k / 3 k / 5 k / 20 k rungs, timed, and the measured example itself reports "over 100 s" at one rung. Catastrophic backtracking is superlinear by construction, so the top rung is unbounded a priori — the rule asks the agent to discover the curve by running into it, against a ~110-minute budget with a hard 120-minute kill (SKILL.md:46). A pattern one class worse than the measured one turns the 20 k rung into the whole round.

The example already contains the fix — "over 100 s" is a cap, not a measurement. Make it explicit:

Run each rung under timeout <N> and record the cap as the result (>N s); the rung that hits the cap is the finding, and no rung is worth more of the budget than that.

3. Two new instructions ship unpinned, against the file's own convention. (low)

The test's own preamble (qwen-triage-workflow.test.js:2153-2156) says each technique is pinned to the failure it exists for. Two are not:

  • The verbatim-extraction half of the workflow/CI bullet (SKILL.md:651-654: YAML parser not retyping, bash --noprofile --norc, the step's own set line) — grepping the test file for noprofile, YAML parser, not retyping returns nothing. Only the calibration half is pinned.
  • "Declined and deferred rows are not exempt from re-measurement" (SKILL.md:67-68) — only the enum string fixed / stands / worsened / … is pinned, and it would stay green if that sentence were deleted.

Both are new normative text, and the PR's own rule 5 is that a fix ships with its fixture.

4. The description's arithmetic does not match the diff — in a PR whose thesis is that counts are sacred. (low)

  • "Twenty-three assertions added" → 20 expect(flat).toContain(...) added, measured against 912f739.
  • "Second batch — six more rules" vs., four paragraphs later, "all ten rules in the second batch above". Ten is right.
  • The first batch's "seven rules" and the second batch overlap: the scaling ladder, the stated-cost audit, instruction-is-not-an-invariant, and test-name-is-a-claim each appear in both lists. A reader cannot reconstruct how many rules landed; the diff has ~16 distinct rule units.
  • "scripts/tests/qwen-triage-workflow.test.js 107/107" → 116/116 at this head (the merge with main brought more cases). Worth re-running and restating rather than carrying.

5. The text the arms measured is not the text being merged. (low, strategic — no action required)

The A/B validated a SKILL.md carrying the first batch; ten of the sixteen rules were added afterwards and are, by your own statement, unvalidated. The file goes 44,669 → 55,185 bytes (~11.1k → ~13.8k tokens, +24% in one PR).

The premise the arms established is precisely that rule text steers which fixtures an agent constructs. That is also the mechanism by which ten more rules could dilute the first batch's salience — and it is the one thing the arms could have measured cheaply and did not. Not a blocker, and the disclosure is exactly right; but a single confirmation arm on the merged text against the same #8147 fixture would close the loop, and its absence is the strongest argument for splitting the unvalidated ten into a follow-up.

6. Section placement. (nit)

### A/B load-bearing proof is now 270 of 850 lines, and four of the new bullets are not A/B techniques at all: bug-report-as-coverage-spec (:228), Reviewer Test Plan walk (:242), census (:252), observability ranking (:311). They are scoping, triage, and reporting rules. A ### Scoping from the report and the plan subsection would keep the A/B section about controls — worth doing while the boundary is still visible.

Verdict

Good change, and the four rules I'd bet on (sibling sweep, reverse mutation, positive control, measured suggested fix) are the ones with evidence behind them. Finding 1 is the one I would fix before merge — it plants a contradiction between two sections of the same prompt, and a contradicted agent picks one side silently. Finding 2 is a one-line edit. The rest are follow-up material.

中文说明

已验证

worktree 位于 f3ff9c0(merge base 912f739)。

  • npx vitest run --config ./scripts/tests/vitest.config.ts qwen-triage-workflow verify-capture qwen-autofix-workflow3 个文件、246 条测试全过
  • 两个文件 prettier --check 干净;eslint --max-warnings 0 干净。
  • 测试有牙。 从 diff 中抽出全部 20 条新断言字符串,按测试自身的 \s+ → ' ' 归一后分别对 head 与 base 的 SKILL.md 匹配:head 侧 20/20 命中且各只出现一次,base 侧 0/20。没有空洞断言,也没有误中既有文本;删除或改写任一规则都会让对应断言变红。
  • 确认 skill 之外没有任何地方校验 follow-up 状态枚举,因此新增 worsened 纯属文案,不会与 publisher 失配。

发现

1. 新增的 replay 校准前置条件在首轮根本无法满足,且规则未给出退路。(中)

SKILL.md:655-661 把校准设为采信 workflow/CI 重放的门槛:先跑 base 臂,并要求它逐字节复现"生产 step 已经产出过的真实产物(已发布的评论、已上传的文件)"。但同一文件往前 630 行写着(SKILL.md:26-29):没有 GitHub token,禁止 gh api,匿名网络调用不可靠,"把本地树 + 快照当作全部世界"。而快照字段是 number,title,body,author,baseRefName,baseRefOid,headRefOid,commitsqwen-triage.yml:2072-2074)——不含 comments,也没有 artifacts。

于是唯一可达的"真实产物"只剩 previous-report.md,它仅在存在前一轮实质性报告的 follow-up 轮才落盘(qwen-triage.yml:2286-2293);即便如此,它也只是 publisher step 的产物——若 PR 改的是 triage 阶段评论、tmux 评论或某个上传 step,它并不是该 step 的输出。

而规则的收尾是"无法复现已知真实输出的重放,测量的是你的装置而不是 PR"。对首轮的 workflow PR 而言,这句话等于告诉 agent:你唯一能用的仪器没有价值——却没给出口。顺带一提,本 PR 各臂正是跑在这个配置下(快照"不含 comments"),所以处理臂在这一点上实际怎么做的,恰恰没有被测量。

建议在"name the diffs you allowed"后补一句:无法取得真实产物时(首轮、无 token、无 previous-report.md,或快照本就不携带该 step 的输出),在 Not covered 里声明该重放未校准并点名什么本可以校准它;未校准的重放仍值得跑,不允许的是把它当作已校准来呈现。

2. 阶梯规则没有时间上限,可能吃掉它正在花的预算。(中)

SKILL.md:214-221 要求跑 2 k / 3 k / 5 k / 20 k 四级并计时,而其自身的实测例子就报了某一级"over 100 s"。灾难性回溯按定义就是超线性的,因此最高一级先验无界——规则是让 agent 靠撞上去来发现曲线,而预算只有约 110 分钟、硬杀 120 分钟(SKILL.md:46)。比该例子严重一档的模式,就足以让 20 k 那一级吞掉整轮。

修法其实已经藏在例子里——"over 100 s"本身就是一个上限而非测量值。把它写明:每一级都在 timeout <N> 下运行,把上限本身记为结果(>N s);撞上上限的那一级就是 finding,没有哪一级值得花掉更多预算。

3. 两条新指令未被断言钉住,违反了该文件自己的约定。(低)

测试自身的前言(qwen-triage-workflow.test.js:2153-2156)说每条技术都钉在它对应的失败上。有两条没有:

  • workflow/CI 条目中"逐字抽取"的那一半(SKILL.md:651-654:用 YAML 解析器而非重打、bash --noprofile --norc、step 自身的 set 行)——在测试文件里 grep noprofileYAML parsernot retyping 均无命中,只有校准那一半被钉住。
  • "Declined and deferred rows are not exempt from re-measurement"(SKILL.md:67-68)——只有枚举串被钉住;删掉这句话,测试依然全绿。

两者都是新增的规范性文本,而本 PR 自己的第 5 条正是"修复应与它的 fixture 一同交付"。

4. 描述里的数字与 diff 对不上——而这个 PR 的主张恰恰是"计数神圣"。(低)

  • "新增 23 条断言" → 以 912f739 为基准实测为 20expect(flat).toContain(...)
  • 小标题"条"与四段之后的"第二批全部条"自相矛盾,十是对的。
  • 第一批"七条"与第二批存在重叠:规模阶梯、成本对账、prompt 指令不是不变量、测试名即声明,四条在两处都出现。读者无法还原究竟落地了多少条;diff 中约为 16 个独立规则单元。
  • "107/107" → 本 head 实测 116/116(合并 main 带入了更多用例)。建议重跑后改写,而不是沿用。

5. 各臂测量的文本,并不是要合入的文本。(低,策略性,不需要改动)

A/B 验证的是携带第一批规则的 SKILL.md;十条是之后加进去的,且按你自己的说法未经验证。文件从 44,669 字节涨到 55,185 字节(约 11.1k → 13.8k tokens,单个 PR +24%)。

各臂确立的前提正是:规则文本会左右 agent 去构造哪些 fixture。而这同样也是"再加十条可能稀释第一批显著性"的机制——这恰恰是各臂本可以低成本测量却没有测的一件事。这不构成阻塞,披露也完全到位;但用合入后的文本对同一个 #8147 fixture 再跑一个确认臂就能闭环,而它的缺席正是"把未验证的十条拆成后续 PR"的最强理由。

6. 章节归属。(nit)

### A/B load-bearing proof 现在占 850 行中的 270 行,而其中四条新增条目根本不是 A/B 技术:缺陷报告即覆盖声明(:228)、走 Reviewer Test Plan(:242)、普查(:252)、按可观测性排序(:311)。它们属于选型、分诊与报告。建议另起 ### Scoping from the report and the plan,让 A/B 章节回到"对照"这一件事上——趁边界还看得清时做掉。

结论

好改动,我最看好的四条(邻门扫描、反向变异、正对照、修复实测)恰好都是有证据支撑的。发现 1 是我会在合入前处理的一条:它在同一份 prompt 的两个章节之间埋下矛盾,而被矛盾夹住的 agent 会静默地选一边。发现 2 是一行的事。其余可以放到后续。

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🤖 Addressed the latest review feedback (round 1/100). What changed, and what I pushed back on: · 已处理最新评审反馈(第 1/100 轮)。改动内容与我反驳保留之处如下:

Review feedback addressed

Finding 1 — Calibration precondition has no first-round fallback (medium) → Fixed

Added an explicit uncalibrated exit path after the calibration requirement in the workflow/CI bullet. When no real emitted artifact is retrievable — a first round, no token, no previous-report.md, or a step whose output the snapshot never carries — the agent now says the replay is uncalibrated in Not covered and names what would have calibrated it. The sentence "An uncalibrated replay is still worth running; presenting it as calibrated is what is not allowed" resolves the contradiction between the calibration gate and the no-token environment contract.

Finding 2 — Ladder rule has no time cap (medium) → Fixed

Added three lines to the scaling-ladder bullet: "Run each rung under timeout <N> and record the cap as the result (>N s); the rung that hits the cap is the finding, and no rung is worth more of the budget than that." This makes the implicit cap in the measured example ("over 100 s") an explicit rule.

Finding 3 — Two new instructions ship unpinned (low) → Fixed

Added three test assertions:

  • 'a YAML parser, not retyping' and 'bash --noprofile --norc' — pin the verbatim-extraction half of the workflow/CI bullet that was previously uncovered.
  • 'Declined and deferred rows are not exempt from re-measurement' — pins the normative sentence that the enum assertion alone did not cover.

Finding 4 — Description arithmetic does not match the diff (low) → Declined

The PR description is managed outside this checkout; this workflow has no GitHub credentials to edit it. The counts should be corrected when the description is next updated.

Finding 5 — Arms measured different text than what merges (low, strategic) → Declined

The reviewer explicitly states "no action required" and "not a blocker." The disclosure in the description is acknowledged as correct. A confirmation arm on the merged text is a follow-up item.

Finding 6 — Section placement (nit) → Fixed

Moved four non-A/B bullets (bug-report-as-coverage-spec, Reviewer Test Plan walk, census, observability ranking) from ### A/B load-bearing proof into a new ### Scoping from the report and the plan subsection placed between the A/B section and the Vacuity check. Also fixed a cross-reference in the observability-ranking bullet: "the concurrency rule below" → "the concurrency rule above" since the move changed the relative position.

Verification

  • npm run build — passed
  • npm run typecheck — passed
  • npx eslint --max-warnings 0 scripts/tests/qwen-triage-workflow.test.js — passed
  • npx prettier --check .qwen/skills/verify-pr/SKILL.md scripts/tests/qwen-triage-workflow.test.js — passed
  • npx vitest run --config ./scripts/tests/vitest.config.ts qwen-triage-workflow — 116 tests passed (1 file)
中文说明

已处理的评审反馈

发现 1 — 校准前置条件在首轮无退路(中)→ 已修复

在 workflow/CI 条目的校准要求之后,新增了一条明确的未校准退出路径。当无法取得真实产物时(首轮、无 token、无 previous-report.md,或快照本就不携带该 step 的输出),agent 应在 Not covered 中声明该重放未校准,并点名什么本可以校准它。"未校准的重放仍值得跑;不允许的是把它当作已校准来呈现"这句话解决了校准门槛与无 token 环境约定之间的矛盾。

发现 2 — 阶梯规则没有时间上限(中)→ 已修复

在规模阶梯条目中新增三行:"每一级都在 timeout <N> 下运行,把上限本身记为结果(>N s);撞上上限的那一级就是 finding,没有哪一级值得花掉更多预算。"这将实测例子中隐含的上限("over 100 s")变成了显式规则。

发现 3 — 两条新指令未被断言钉住(低)→ 已修复

新增三条测试断言:

  • 'a YAML parser, not retyping''bash --noprofile --norc' — 钉住 workflow/CI 条目中此前未覆盖的"逐字抽取"那一半。
  • 'Declined and deferred rows are not exempt from re-measurement' — 钉住枚举断言本身无法覆盖的规范性句子。

发现 4 — 描述中的数字与 diff 不符(低)→ 拒绝

PR 描述由本 checkout 之外管理;本工作流没有 GitHub 凭据来编辑它。计数应在下次更新描述时修正。

发现 5 — 各臂测量的文本与要合入的文本不同(低,策略性)→ 拒绝

评审者明确写了"不需要改动"且"不构成阻塞"。描述中的披露被认为是到位的。对合入后文本的确认臂属于后续事项。

发现 6 — 章节归属(nit)→ 已修复

将四条非 A/B 条目(缺陷报告即覆盖声明、走 Reviewer Test Plan、普查、按可观测性排序)从 ### A/B load-bearing proof 移至新的 ### Scoping from the report and the plan 子章节,位于 A/B 章节与 Vacuity check 之间。同时修正了可观测性排序条目中的交叉引用:"the concurrency rule below" → "the concurrency rule above",因为移动改变了相对位置。

验证

  • npm run build — 通过
  • npm run typecheck — 通过
  • npx eslint --max-warnings 0 scripts/tests/qwen-triage-workflow.test.js — 通过
  • npx prettier --check .qwen/skills/verify-pr/SKILL.md scripts/tests/qwen-triage-workflow.test.js — 通过
  • npx vitest run --config ./scripts/tests/vitest.config.ts qwen-triage-workflow — 116 条测试全过(1 个文件)

Base-conflict check · 基分支冲突检查: no conflict with main. · 与 main 无冲突。

Re-review when you have a moment. After round 100 this bot stops and leaves the PR for a human. · 有空请复审;第 100 轮后本 bot 停止并将 PR 交给人工。


🧠 Handled by Qwen Code · model/模型 qwen3.8-max-preview

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Reviewed — no blockers. Suggestions are inline.

中文说明

已审查——无阻断问题。 建议见行内评论。

— qwen3.8-max-preview via Qwen Code /review

// is 0.0ms and proves nothing — only the ladder shows the curve, and
// only tracing the body to a fork contributor makes it a finding.
expect(flat).toContain('is a scaling question');
expect(flat).toContain('probe it with a **ladder**');

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[Suggestion] These two assertions pin literal ** markdown emphasis markers — this one and expect(flat).toContain('Distinguish reproducing the **shape**'); at line 2456 — the first such cases in a file whose ~48 other skill-pinning assertions all pin bare words. flat = verifySkill.replace(/\s+/g, ' ') collapses whitespace only and does not strip **, so the assertions match the raw bold markers rather than the rule's words. — Concrete cost: a future doc-normalization pass (or editor) that changes **ladder** to *ladder* or drops the bold leaves the rule fully intact but fails the carries the maintainer-round verification techniques test, sending a maintainer to discover the test was pinning emphasis syntax, not the rule its header comment says it pins.

Suggested change
expect(flat).toContain('probe it with a **ladder**');
expect(flat).toContain('probe it with a');

The same fix applies at line 2456: pin 'Distinguish reproducing the' without the markers.

中文说明

这两条断言钉住了字面的 ** markdown 强调标记——本条以及第 2456 行的 expect(flat).toContain('Distinguish reproducing the **shape**');——是本文件中的首例(其余约 48 条 skill 钉住断言都钉裸词)。flat = verifySkill.replace(/\s+/g, ' ') 只折叠空白、不剥离 **,因此断言匹配的是原始加粗标记,而非规则的措辞。

具体代价: 未来一次文档规范化(或编辑器)把 **ladder** 改成 *ladder* 或去掉加粗后,规则本身完好无损,但 carries the maintainer-round verification techniques 测试会失败,迫使维护者去发现:测试钉住的是强调语法,而非其头部注释所声称的那条规则。建议同样去掉标记钉住裸词:本行改为 expect(flat).toContain('probe it with a');,第 2456 行改为 expect(flat).toContain('Distinguish reproducing the');,与文件既有约定一致。

— qwen3.8-max-preview via Qwen Code /review

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🤖 Addressed the latest review feedback (round 2/100). What changed, and what I pushed back on: · 已处理最新评审反馈(第 2/100 轮)。改动内容与我反驳保留之处如下:

Review feedback addressed

[rc:3694026582] Skill-pinning assertions should not include ** markdown emphasis markers

Decision: Implemented.

Changes: Removed the literal ** markers from two expect(flat).toContain(...) assertions in scripts/tests/qwen-triage-workflow.test.js:

  • Line 2414: 'probe it with a **ladder**''probe it with a'
  • Line 2456: 'Distinguish reproducing the **shape**''Distinguish reproducing the'

Both shortened strings still match the SKILL.md source text. This aligns with the file's existing convention — the other ~48 skill-pinning assertions all pin bare words — and removes a fragility where a formatting-only change (e.g. **ladder***ladder* or plain ladder) would break the test while leaving the rule intact.

Verification

  • npm run build — passed
  • npm run typecheck — passed
  • npm run lint — passed
  • npx vitest run scripts/tests/qwen-triage-workflow.test.js — 116 passed (116)
中文说明

已处理的审查反馈

[rc:3694026582] skill 钉住断言不应包含 ** markdown 强调标记

决定: 已实现。

变更:scripts/tests/qwen-triage-workflow.test.js 中的两条 expect(flat).toContain(...) 断言中移除了字面 ** 标记:

  • 第 2414 行:'probe it with a **ladder**''probe it with a'
  • 第 2456 行:'Distinguish reproducing the **shape**''Distinguish reproducing the'

缩短后的字符串仍然能匹配 SKILL.md 源文本。这与文件中已有的约定一致——其余约 48 条 skill 钉住断言都钉裸词——同时消除了一种脆弱性:仅格式变更(如 **ladder***ladder* 或纯 ladder)会导致测试失败,而规则本身完好无损。

验证

  • npm run build — 通过
  • npm run typecheck — 通过
  • npm run lint — 通过
  • npx vitest run scripts/tests/qwen-triage-workflow.test.js — 116 通过(共 116 条)

Base-conflict check · 基分支冲突检查: no conflict with main. · 与 main 无冲突。

Re-review when you have a moment. After round 100 this bot stops and leaves the PR for a human. · 有空请复审;第 100 轮后本 bot 停止并将 PR 交给人工。


🧠 Handled by Qwen Code · model/模型 qwen3.8-max-preview

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wenshao commented Aug 1, 2026

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Review (round 3) — the previous round's fixes landed; the last commit weakened two pins

Re-verified at head 4e53037d9a (merge-base 912f7399), darwin, Node v24.18.1, git worktree with the root node_modules symlinked in. Everything below was run, not read.

Verdict: merge-ready. Four of the six findings from the earlier rounds are genuinely closed at this head. One new Low finding comes from the very last commit, and the description's arithmetic is still the weakest artifact in the PR.

Closed since the last round

earlier finding state at 4e53037d9a
1 — calibration precondition unreachable on a first round fixedSKILL.md:666-670 now names the uncalibrated exit and what would have calibrated it
2 — ladder rule had no time cap fixedSKILL.md:216-218, timeout <N>, cap recorded as the result
3 — two instructions shipped unpinned fixeda YAML parser, not retyping, bash --noprofile --norc, Declined and deferred rows are not exempt from re-measurement all pin now
6 — A/B section had become a technique dump partly fixed### Scoping from the report and the plan exists (SKILL.md:368); see finding 3 below
4 — "Twenty-three assertions" now truegit diff 912f7399...HEAD adds exactly 23 expect(flat).toContain(...)

Verified good

  • npx vitest run --config ./scripts/tests/vitest.config.ts scripts/tests/qwen-triage-workflow.test.js116 passed (116), 135 s. prettier --check (3.6.1) clean on both files; eslint --max-warnings 0 on the test → clean.
  • Every new assertion has teeth. I extracted all 50 expect(flat).toContain(...) strings from the head test file and matched each against head and origin/main SKILL.md under the same replace(/\s+/g, ' ') the test uses: the 23 new ones are present exactly once at head and zero times at base; the 27 that also match base are the pre-existing assertions, untouched. No new assertion is pinned by pre-existing prose.
  • No enum drift. grep -rn 'declined-with-rationale\|superseded' across .qwen/ .github/ scripts/ docs/ — the status list lives only in SKILL.md:66. Adding worsened cannot desync a publisher.
  • No blockquote hazard. Zero lines matching ^> in the head file; the >100 s case is written inside inline code.
  • The PR adds 0 new it() blocks — all 23 assertions land in the existing carries the maintainer-round verification techniques.

Findings

1. [Low] The head commit stripped the payload word out of two pins, and both now pass on text that has lost the rule.

4e53037d9a ("pin bare words in skill assertions, not markdown emphasis markers") made exactly two edits:

-    expect(flat).toContain('probe it with a **ladder**');
+    expect(flat).toContain('probe it with a');
-    expect(flat).toContain('Distinguish reproducing the **shape**');
+    expect(flat).toContain('Distinguish reproducing the');

The intent is right — ** is prettier-fragile and the assertion should not depend on emphasis. But the truncation dropped the only meaningful token in each string. 'probe it with a' stays green if the ladder is deleted and replaced with "probe it with a single hostile case"; 'Distinguish reproducing the' stays green on "Distinguish reproducing the reported bytes". Both are now the pass-for-the-wrong-reason failure this same PR adds a rule about (SKILL.md:455, a name/anchor buying coverage confidence nothing paid for).

Bare-word replacements, each verified unique in the head file today:

current suggested occurrences at head
'probe it with a' 'ladder' 1
'Distinguish reproducing the' 'not the model-side degradation that produces it' 1
'is a scaling question' 'Untrusted text reaching a parser is a scaling question' 1

The third row is not a defect — the emphasis wraps the whole sentence there, so the longer string is available for free.

2. [Low] Two sentences in the ladder bullet now each declare themselves "the finding". SKILL.md:216-219:

Run each rung under timeout <N> and record the cap as the result (>N s); the rung that hits the cap is the finding, and no rung is worth more of the budget than that.
The superlinear curve is the finding; one fast sample proves nothing.

The second sentence is pre-existing; the first arrived with the round-2 timeout fix. Read as an instruction they disagree: one says report the rung that timed out, the other says a single capped rung proves nothing without the curve. An agent that hits the cap on rung 1 cannot tell from this whether it has a finding or a budget excuse. Also <N> is left unbound while the same sentence says no rung is worth more budget than the cap — a concrete default (timeout 30) would make the rule executable.

3. [Low] Half the new section does not belong to its own heading. ### Scoping from the report and the plan (SKILL.md:368) holds four bullets. The first two are scoping (the bug report's enumeration, the Reviewer Test Plan). The other two are not: Prove a negative by census (:394) is a proof technique that belongs beside the instrument-the-seam material in the vacuity section, and Rank a defect's variants by observability (:405) is a severity rule whose own text cross-references the concurrency bullet 40 lines earlier in the A/B section. The previous round's finding 6 moved them out of the A/B dump; they have landed under a heading that does not describe them, so a reader looking for "how do I rank findings" still will not find them.

4. [Low] The description's accounting is still self-contradicting — the one artifact this PR is about.

  • "Second batch — six more rules" vs "all ten rules in the second batch above" four paragraphs later. Raised last round, unchanged.
  • The four feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215 rules (scaling ladder, prompt-is-not-an-invariant, test-name-is-a-claim, stated-cost audit) are listed under Change (the seven-rule A/B batch) and under Second batch … Unvalidated. git show 5538eaeca:.qwen/skills/verify-pr/SKILL.md contains all four, i.e. they are in the same commit as the A/B-motivated rules — so a reader cannot tell whether the treatment arm's file carried them. One sentence naming the exact sha the treatment arm read would settle it.
  • "107/107" → 116/116 at this head.

5. [Info] The file is now the largest skill in the repo, and only this PR's first batch has ever been measured.

44,669 → 56,136 bytes  (+11,467, +25.7% in this PR)

Trend on the same file: 566d2c1 25,403 → 0232e73 (#8010) 38,880 → b64a6c4 (#8104) 41,098 → 9e164d8 (#8205) 43,419 → 0d6f3d4 (#8114) 44,669 → 56,136. That is +121% in three days, and it now outweighs autofix/SKILL.md (17 KB) and codegraph/SKILL.md (37 KB).

No action here, and the disclosure in the body is the right call. But the arms measured recall on a new axis and nothing measured retention on the old ones — and the PR's own thesis is that rule text is the causal mechanism for which fixtures an agent builds, which is exactly the mechanism by which rule #27 could displace rule #4. The cheap closing arm is a regression arm, not another discovery arm: re-run the merged text against a fixture a previous round's control did find, and confirm it is still found. One arm, same harness, and it converts "we assume no dilution" into a number.

Related, and cheaper: every rule now ships with a verbatim string lock, so the file can only ever grow — rewording for concision breaks tests. Pinning a stable anchor instead (an HTML comment rule id next to each bullet, <!-- rule: sibling-sweep -->) would let the prose be compressed later without the suite forcing append-only edits. The it() block is at ~207 lines / 48 assertions and gains one batch per round; it.each([{ anchor, why }]) would also read better.

Not covered

  • I did not re-run the three-arm A/B. ~25 min / ~5 M tokens per arm against real qwen3.8-max-preview is outside this review's budget. Finding 5 is a claim about what the measurement covered, established from the commit split and byte counts — not a demonstration that the added text dilutes anything. I have shown no dilution.
  • I did not re-derive the measured examples quoted in the new prose (the 0.96/3.2/14.4/>100 s ladder, the ~473-character bisect off the 1,898-character preamble, the 30 verifier payloads, the 5→8 escaping artifact). They are illustrations inside a prompt; a wrong figure misleads an agent but breaks nothing mechanical.
  • No claim about whether the ten unvalidated rules help. That is the body's own position and stating it plainly is better than asserting otherwise.

Methodology

git worktree add at 4e53037d9a, root node_modules symlinked. Assertion audit: a Node script parsing every expect(flat).toContain(...) literal out of the head test file and testing each for presence/multiplicity against both origin/main:.qwen/skills/verify-pr/SKILL.md and the head file, flattened with the test's own replace(/\s+/g,' '). Counts from git diff 912f7399...HEAD, git show <sha>:<path> | wc -c, and find .qwen/skills -name '*.md' | xargs wc -c.

中文说明

在 head 4e53037d9a(merge-base 912f7399)的独立 worktree 中复验,darwin / Node v24.18.1,root node_modules 软链入。以下结论都是跑出来的。

结论:可合入。 上一轮的 6 条发现中有 4 条在本 head 已真正闭环(校准退路、timeout 上限、两条未钉住的指令、新章节),"23 条断言"现在也确实成立。新增 1 条来自最后一次提交的低级别问题,另有描述侧的计数仍未修。

已验证

  • vitest run scripts/tests/qwen-triage-workflow.test.js116/116prettier --checkeslint --max-warnings 0 均干净。
  • 断言有牙:抽出 head 测试文件中全部 50 条 toContain 字符串,按测试自身的 \s+ → ' ' 归一后分别匹配 head 与 origin/mainSKILL.md——新增 23 条在 head 各命中一次、在 base 全部为 0;其余 27 条是既有断言。没有任何新断言是被旧文本钉住的。
  • 全仓 grep 确认 follow-up 状态枚举只存在于 SKILL.md:66,新增 worsened 不会与任何解析方失配;文件中无行首 >
  • 本 PR 未新增 it() 块,23 条断言全部落在既有块内。

发现

  1. (低)head 提交把两条断言的关键词删掉了。 4e53037d9a 只改了两处:'probe it with a **ladder**''probe it with a''Distinguish reproducing the **shape**''Distinguish reproducing the'。避开 ** 的动机是对的,但截断把唯一有含义的词一并丢了:把 ladder 换成 "a single hostile case" 断言照样绿。这正是本 PR 自己新增的 SKILL.md:455(名字买到了没人付费的覆盖信心)那条规则所指的形态。建议改钉裸词,均已验证在 head 唯一:'ladder''not the model-side degradation that produces it';另外 'is a scaling question' 可免费加长为 'Untrusted text reaching a parser is a scaling question'
  2. (低)阶梯条目里有两句各自宣称"就是 finding"SKILL.md:216-219):撞上上限的那一级" finding",紧接着又说"超线性曲线才是 finding,单次快样本什么都不证明"。前一句是上一轮补的,后一句是既有的;对一个要照着执行的 agent,这两句在第 1 级就撞上上限时给不出答案。且 <N> 未给默认值,建议写死(如 timeout 30)。
  3. (低)新章节有一半不属于自己的标题。 ### Scoping from the report and the plan 四条里,普查(:394)是证明技术、按可观测性排序(:405)是严重度排序规则,都不是 scoping;后者自身还要回指 40 行前 A/B 章节里的并发条目。上一轮把它们移出了 A/B 堆场,但落点标题并不描述它们。
  4. (低)描述的计数仍自相矛盾——而这恰是本 PR 的主题。"六条"与"全部十条"仍并存;feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215 的四条同时出现在第一批 Change 与"第二批·未验证"中,而 git show 5538eaeca 证明它们与 A/B 那批同在一个 commit,读者无法判断处理臂读到的到底是哪份文件——补一句点明处理臂所读的 sha 即可。另外 "107/107" 实测为 116/116
  5. (信息)该文件已是全仓最大的 skill,且只有第一批被测过。 44,669 → 56,136 字节(本 PR +25.7%);同一文件三天内 25,403 → 56,136(+121%),已超过 autofix(17 KB)与 codegraph(37 KB)。各臂测的是新轴上的召回,没有任何东西测过旧轴上的保持——而本 PR 的前提正是"规则文本决定 agent 构造哪些 fixture",这也正是第 27 条可能挤掉第 4 条的机制。最省的闭环不是再来一个发现臂,而是一个回归臂:用合入后的文本去跑此前某轮控制臂确实找到过的 fixture,确认仍然找得到。另外,现在每条规则都配了逐字字符串锁,文件只能增不能删——改在每条旁放稳定锚点(<!-- rule: sibling-sweep -->)钉锚点而非散文,日后才压得动;该 it() 块已 ~207 行 / 48 条断言,it.each 会更好读。

未覆盖

  • 未重跑三臂 A/B(每臂约 25 分钟 / 5M tokens,超出本次预算)。发现 5 是关于"测量覆盖了什么"的论断,由 commit 切分与字节数确立,不是对稀释效应的证明——我没有展示任何稀释。
  • 未复核新散文中引用的实测数字(0.96/3.2/14.4/>100 s 阶梯、1,898 字符前缀下 ~473 的分界、30 份 verifier 载荷、5→8 的转义膨胀)。它们是 prompt 中的例证,数字错会误导 agent,但不会破坏任何机械环节。
  • 不对未验证的十条是否有效下判断——这也是 body 自己的立场,如实写出比断言有效更有价值。

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No issues found. LGTM! ✅

— qwen3.8-max-preview via Qwen Code /review

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🤖 Addressed the latest review feedback (round 3/100). What changed, and what I pushed back on: · 已处理最新评审反馈(第 3/100 轮)。改动内容与我反驳保留之处如下:

Round 3 review — summary

All findings are from @wenshao's issue-level review (round 3). No inline comments this round.

Finding 1 [Low] — Weakened assertion payload words → Implemented

The head commit 4e53037d9 stripped the meaningful token from two assertions when removing ** emphasis markers. Fixed all three (including the free upgrade the reviewer noted):

before after
'probe it with a' 'ladder'
'Distinguish reproducing the' 'not the model-side degradation that produces it'
'is a scaling question' 'Untrusted text reaching a parser is a scaling question'

Each replacement was verified unique (exactly 1 occurrence) in the head SKILL.md before applying.

Finding 2 [Low] — Contradictory "the finding" sentences + unbound <N>Implemented

  • Bound <N> to a concrete default: timeout 30 / >30 s.
  • Reconciled the two sentences: the rung that hits the cap is now "the evidence" (a data point), while the superlinear curve across rungs remains "the finding". An agent hitting the cap on rung 1 now has a clear reading: that rung is evidence, the curve is what constitutes the finding.

Finding 3 [Low] — Misplaced bullets under Scoping heading → Implemented

Moved two bullets out of ### Scoping from the report and the plan to where their content belongs:

  • "Rank a defect's variants by observability" → placed immediately after the concurrency rule it cross-references ("An instruction in a prompt is not an invariant"), so "the concurrency rule above" is now literally above.
  • "Prove a negative by census" → placed in the vacuity section after "count at the destination, not at the component boundary", beside the other counting/instrumentation material.

The Scoping section now holds only its two scoping bullets (bug-report enumeration, Reviewer Test Plan).

Finding 4 [Low] — PR description accounting → Declined (out of scope for code changes)

The "six vs ten" discrepancy, the #8215 commit attribution, and the "107/107 → 116/116" count are all in the PR body text, which the workflow manages — not in the branch's code. No code change can fix these; the workflow would need to regenerate the PR body.

Finding 5 [Info] — File size observation → No action (reviewer's explicit position)

The reviewer stated "No action here" and disclosed the size trend as context. The suggestions (regression arm, anchor-based pinning, it.each) are noted for future rounds but are out of scope for this review round.

Verification

  • npm run build — passed
  • npm run typecheck — passed
  • npm run lint — passed
  • npx vitest run --config ./scripts/tests/vitest.config.ts scripts/tests/qwen-triage-workflow.test.js — 116 passed (116)
中文说明

第 3 轮评审 — 摘要

所有发现均来自 @wenshao 的 issue 级评审(第 3 轮)。本轮无行内评论。

发现 1 [低] — 断言中有效载荷词被削弱 → 已实施

head 提交 4e53037d9 在移除 ** 强调标记时,把两条断言中唯一有含义的词一并删掉了。已修复全部三条(包括评审者指出的免费升级):

修改前 修改后
'probe it with a' 'ladder'
'Distinguish reproducing the' 'not the model-side degradation that produces it'
'is a scaling question' 'Untrusted text reaching a parser is a scaling question'

每条替换均已验证在 head SKILL.md 中唯一(恰好 1 次出现)。

发现 2 [低] — 矛盾的 "the finding" 句 + 未绑定的 <N>已实施

  • <N> 绑定为具体默认值:timeout 30 / >30 s
  • 调和两句话:撞上上限的那一级现在是 "the evidence"(数据点),超线性曲线仍然是 "the finding"。在第 1 级就撞上限的 agent 现在有明确的解读:该级是证据,曲线才构成发现。

发现 3 [低] — Scoping 标题下的错位条目 → 已实施

将两条要点从 ### Scoping from the report and the plan 移至其内容所属位置:

  • "Rank a defect's variants by observability" → 移至其交叉引用的并发规则("An instruction in a prompt is not an invariant")之后,使 "the concurrency rule above" 确实在上方。
  • "Prove a negative by census" → 移至 vacuity 章节中 "count at the destination, not at the component boundary" 之后,与其他计数/插桩材料相邻。

Scoping 章节现在只保留其两条 scoping 要点(bug 报告枚举、Reviewer Test Plan)。

发现 4 [低] — PR 描述的计数问题 → 拒绝(超出代码变更范围)

"六条与十条"的矛盾、#8215 的 commit 归属、以及 "107/107 → 116/116" 的计数均在 PR 正文中,由工作流管理——不在分支代码中。代码变更无法修复这些问题;需要工作流重新生成 PR 正文。

发现 5 [信息] — 文件大小观察 → 无需操作(评审者明确立场)

评审者声明 "No action here",并将大小趋势作为背景披露。建议(回归臂、基于锚点的钉住、it.each)已记录供未来轮次参考,但不在本轮评审范围内。

验证

  • npm run build — 通过
  • npm run typecheck — 通过
  • npm run lint — 通过
  • npx vitest run --config ./scripts/tests/vitest.config.ts scripts/tests/qwen-triage-workflow.test.js — 116 通过 (116)

Base-conflict check · 基分支冲突检查: no conflict with main. · 与 main 无冲突。

Re-review when you have a moment. After round 100 this bot stops and leaves the PR for a human. · 有空请复审;第 100 轮后本 bot 停止并将 PR 交给人工。


🧠 Handled by Qwen Code · model/模型 qwen3.8-max-preview

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No issues found. LGTM! ✅

中文说明

未发现问题。LGTM!✅

— qwen3.8-max-preview via Qwen Code /review

@wenshao

wenshao commented Aug 1, 2026

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Verification round — real harnesses at f86468f2bc

Built and run locally in a clean git worktree at head f86468f2bc (merge-base 912f7399), Linux, Node v22.22.2, root node_modules symlinked in. Everything below was executed; nothing is carried over from an earlier round.

Verdict: merge-ready. The gates are green, all 23 new assertions have teeth under a positive control, and the empirical claim the whole PR rests on reproduces exactly on an instrument built here from scratch. One Low finding — each of the three fixes made in review rounds 1–3 shipped without an assertion, which is the one convention this PR exists to enforce — plus two nits. Nothing blocks.

1. Gates

gates

vitest 269/269 across the four suites that read this skill (qwen-triage-workflow 116, plus qwen-autofix-workflow, verify-capture, qwen-pr-review-workflow); prettier --check clean on both files; eslint --max-warnings 0 exit 0.

2. The 23 assertions have teeth

teeth

Every expect(flat).toContain(...) literal was parsed out of the head test file and matched against head and base SKILL.md under the test's own \s+ → ' ' flattening: base 27 → head 50, 23 net-new, each present exactly once at head and zero times at base, none removed. The round-3 payload-word fix landed and holds — 'ladder', 'not the model-side degradation that produces it' and 'Untrusted text reaching a parser is a scaling question' each resolve uniquely, so a reworded rule goes red instead of passing on a stub.

3. [Low] The three review-response fixes each shipped unpinned

mutation

I ran this PR's own new rule against this PR: mutation in reverse, with the positive control the same PR now requires.

# mutation applied to SKILL.md suite
M0 none (control) GREEN 116/116
M1 positive control — reword a rule the PR pins (gets its siblings sweptgets its neighbours visited) RED 1 failed / 115 passed
M2 delete the round-1 fix — the uncalibrated exit path GREEN 116/116
M3 delete the round-2/3 fix — the timeout 30 budget cap GREEN 116/116
M4 undo the round-3 fix — rename ### Scoping from the report and the plan GREEN 116/116

M1 is what makes M2–M4 worth believing: the harness can turn this suite red, so the three survivors are real. grep agrees — uncalibrated, timeout 30 and is the evidence appear in SKILL.md and zero times in the test file.

This is finding 3 from round 1 ("two new instructions ship unpinned"), reintroduced once per fix commit: the normative text added to close a review finding is the text that arrives without a fixture. Three strings, each verified to occur exactly once at head:

expect(flat).toContain('presenting it as calibrated is what is not allowed');
expect(flat).toContain('the rung that hits the cap is the evidence');
expect(flat).toContain('Scoping from the report and the plan');

Low, not blocking — but it is the file's own convention and this PR's own rule 5, and the cost is three lines.

4. The body's ground truth reproduces exactly — and the loop has closed downstream

ground truth

The rules only earn their place if the failure they are anchored to is real, so I re-established it here instead of citing the description. html_escape / emit_block / emit_report were extracted verbatim from .github/workflows/qwen-triage.yml at b0ae340b with a YAML parser (never retyped), driven under the step's own contract (bash --noprofile --norc, set -euo pipefail), and the output judged by GitHub's own rendererPOST /markdown, mode=gfm — not a local approximation.

fixture b0ae340b (the head the arms measured) cea325f79c (#8147 today)
HTML block × code span 1 live <img>, 1 live <a href> 0 / 0, &lt;img escaped
HTML block × code span × </details> 1 live <img>, fold 2 opens / 3 closers 0 / 0, 2 opens / 2 closers
HTML block × fence (control) 0 / 0, &lt;img escaped 0 / 0
LF fence closed with CRLF @everyone renders as a live user-mention, no ZWSP 0, falls back to escaped embedding
LF fence closed with LF (control) 0, ZWSP applied 0, ZWSP applied
benign report (control) clean clean

Both numbers in the description land on the nose: "1 live <img> + 1 live <a href>" and "the fold escapes its wrapper (2 opens, 3 closers)", with the fence form returning 0 (the probe is not simply leaky) and the emit_block base arm escaping everything (the control is alive, not empty). The CRLF finding the treatment arm produced — LF-opened fence, CRLF close, [ \t]*$ cannot match the \r, inFence never closes while GitHub normalizes and renders the region as prose — reproduces as a live mention under the bot identity.

The right-hand column is the part worth keeping: at #8147's current head every one of those fixtures returns zero, including the two I built without reference to its tests. The defect these rules were distilled from is real, and it is closed.

5. Nits

  • The ladder example can no longer be produced by the procedure it illustrates. SKILL.md:216-223 now says to run each rung under timeout 30 and record the cap as >30 s — and then illustrates with "0.96 s, 3.2 s, 14.4 s, then over 100 s". Under the rule as written that last cell reads >30 s. Either the example predates the cap and should say so, or the number should be restated.
  • The description's arithmetic still disagrees with itself, and it is the one artifact this PR is about: "Second batch — six more rules" vs "all ten rules in the second batch above" (ten is right), and 107/107 twice where this head measures 116/116. "Twenty-three assertions added" is now exactly true. The body is maintainer-editable, so this is a two-minute fix outside the branch.
  • Scope, for the record: the verify job re-pins .qwen from the base commit before the agent runs, so this text governs the PRs verified after it merges — including, deliberately, not this one.

Not covered

  • I did not re-run the three-arm A/B. ~25 min / ~5 M tokens per arm against real qwen3.8-max-preview is outside this round's budget. Everything above establishes that the anchor defect is real and that the assertions bite; none of it is evidence that the added prose changes an agent's behaviour. That claim still rests on the arms in the description alone, and the ten second-batch rules remain unvalidated by the body's own statement.
  • The base arm's 448 bytes was not re-derived — byte counts are fixture-dependent and my fixtures are not the arms'. I reproduced the property (0 live tags, &lt;img escaped), not the figure.
  • No dilution measurement. The file is 44,669 → 56,149 bytes; there is no mechanical cap on skill size anywhere in packages/core/src/skills, so growth is a token-budget question, not a correctness one. Whether rule 请问这个 qwen3-coder-max 这个模型,从哪里找到? 从 阿里云百炼平台 没找到这个模型 #27 displaces rule Are you interested in AI Terminal? #4 is unmeasured here, as it was in the arms.
  • The illustrative figures inside the new prose were not re-derived (the 1,898-character preamble bisect, the 30 verifier payloads, the 5→8 escaping artifact). A wrong figure misleads an agent but breaks nothing mechanical.

Methodology

git worktree at f86468f2bc, root node_modules symlinked. Teeth audit: a Node script parsing every expect(flat).toContain(...) literal (including the prettier-wrapped multi-line form) out of the head test file, bagged against the base file to isolate net-new strings, each matched for presence and multiplicity against both SKILL.md revisions under the test's own flattening. Mutation harness: programmatic edit of SKILL.md, full vitest run per mutation, file restored and git diff confirmed clean afterwards. Ground truth: yaml@2.9.0 parse of the workflow at each ref → verbatim function slices → bash --noprofile --norcgh api -X POST /markdown -f mode=gfm, with the live-tag counts taken from the rendered HTML. Raw outputs and fixtures were kept in a local scratch directory outside the repo; the four screenshots above are those runs, not mock-ups.

中文说明

验证轮次 —— 在 f86468f2bc 上跑真实装置

在 head f86468f2bc(merge-base 912f7399)的干净 git worktree 中构建并运行,Linux、Node v22.22.2、root node_modules 软链入。以下全部是跑出来的,没有一条沿用自此前轮次。

结论:可合入。 各项门禁全绿;23 条新断言在正对照下都有牙;整个 PR 所依赖的那个实测事实,在本轮从零搭建的仪器上分毫不差地复现。一条低级别发现 —— 第 1–3 轮评审的三次修复各自都没有配断言,而这恰是本 PR 存在的意义所在的那条约定 —— 另有两条 nit。均不阻塞。

1. 门禁

vitest 269/269,覆盖读取该 skill 的四个套件(qwen-triage-workflow 116,另加 qwen-autofix-workflowverify-captureqwen-pr-review-workflow);两个文件 prettier --check 干净;eslint --max-warnings 0 退出码 0。(截图见上文第 1 张)

2. 23 条断言都有牙

从 head 测试文件中解析出全部 expect(flat).toContain(...) 字面量,按测试自身的 \s+ → ' ' 归一后分别匹配 head 与 base 的 SKILL.md:base 27 → head 50,净新增 23 条,每条在 head 恰好命中一次、在 base 为零,且无删除。第 3 轮的"关键词回填"修复确实落地并成立 —— 'ladder''not the model-side degradation that produces it''Untrusted text reaching a parser is a scaling question' 均唯一命中,规则一旦被改写就会变红,而不会靠残句蒙混过关。(第 2 张)

3. [低] 三次评审回应的修复各自都未被钉住

我把本 PR 新增的规则反过来用在了本 PR 自己身上:反向变异,并配上这份 PR 现在自己要求的正对照。

# SKILL.md 施加的变异 套件
M0 无(对照) GREEN 116/116
M1 正对照 —— 改写一条 PR 钉住的规则(gets its siblings sweptgets its neighbours visited RED 1 失败 / 115 通过
M2 删除第 1 轮修复 —— uncalibrated 退出路径 GREEN 116/116
M3 删除第 2/3 轮修复 —— timeout 30 预算上限 GREEN 116/116
M4 撤销第 3 轮修复 —— 重命名 ### Scoping from the report and the plan GREEN 116/116

M1 正是让 M2–M4 值得采信的那一行:装置确实能让这个套件变红,因此那三个存活者是真的。grep 也印证:uncalibratedtimeout 30is the evidence 出现在 SKILL.md 中,而在测试文件里一次都没有

这就是第 1 轮的发现 3("两条新指令未被钉住"),被每一个修复提交各重演了一次:为了闭环某条评审发现而新增的规范性文本,恰恰是不带 fixture 就进来的那一段。 三条字符串,均已验证在 head 唯一出现:

expect(flat).toContain('presenting it as calibrated is what is not allowed');
expect(flat).toContain('the rung that hits the cap is the evidence');
expect(flat).toContain('Scoping from the report and the plan');

低级别、不阻塞 —— 但这是该文件自己的约定、也是本 PR 自己的第 5 条规则,代价只有三行。(第 3 张)

4. 描述里的 ground truth 分毫不差地复现 —— 且下游的环已经闭合

这些规则要站得住,前提是它们所锚定的失败是真的,所以我没有引用描述,而是在本地重新建立了一遍。从 b0ae340b.github/workflows/qwen-triage.yml 中用 YAML 解析器逐字抽出 html_escape / emit_block / emit_report(绝不重打),在该 step 自身的契约下驱动(bash --noprofile --norcset -euo pipefail),并用 GitHub 自己的渲染器判定输出 —— POST /markdownmode=gfm —— 而不是本地近似实现。

fixture b0ae340b(各臂所测的 head) cea325f79c#8147 当前 head)
HTML 块 × 代码跨度 1 个活 <img>、1 个活 <a href> 0 / 0,&lt;img 已转义
HTML 块 × 代码跨度 × </details> 1 个活 <img>,折叠 2 开 / 3 闭 0 / 0,2 开 / 2 闭
HTML 块 × 围栏(对照) 0 / 0,&lt;img 已转义 0 / 0
LF 开启、CRLF 关闭的围栏 @everyone 渲染为活的 user-mention,无 ZWSP 0,回退到转义嵌入
LF 开启、LF 关闭(对照) 0,ZWSP 已施加 0,ZWSP 已施加
良性报告(对照) 干净 干净

描述里的两个数字都精确命中:"1 个活 <img> + 1 个活 <a href>""折叠逃出包裹层(2 开、3 闭)";围栏形态返回 0(说明探针并非"什么都漏"),emit_block base 臂全部转义(说明对照是活的,不是空的)。处理臂产出的 CRLF 发现 —— LF 开启的围栏以 CRLF 关闭,[ \t]*$ 无法匹配行尾的 \rinFence 永不关闭,而 GitHub 归一后按 prose 渲染 —— 复现为一次以机器人身份触发的活 mention。

右侧那一列才是最值得留下的:在 #8147 的当前 head 上,上述每个 fixture 都返回零,包括两个我在完全不参考它的测试的情况下自行构造的形态。这些规则所提炼自的缺陷是真的,而且已经闭合。(第 4 张)

5. Nits

  • 阶梯的例子已经无法由它自己所示范的流程产生。 SKILL.md:216-223 现在要求每一级在 timeout 30 下运行、把上限记为 >30 s,紧接着却示范 "0.96 s、3.2 s、14.4 s,然后超过 100 s"。按新写的规则,最后一格只能读作 >30 s。要么点明该例子早于这条上限,要么把数字改写。
  • 描述的计数仍自相矛盾,而这恰是本 PR 的主题:"第二批 —— 另外六条""第二批的全部十条" 并存(十是对的);107/107 出现两次,而本 head 实测为 116/116"新增 23 条断言" 现在是准确的。正文可由维护者直接编辑,这是分支之外两分钟的事。
  • 顺带记录一下作用域: verify job 在 agent 运行前会从 base commit 重新 pin .qwen,因此这份文本管的是它合入之后被验证的 PR —— 按设计,也包括不管它自己。

未覆盖

  • 未重跑三臂 A/B。 每臂约 25 分钟 / 5M tokens(真实 qwen3.8-max-preview),超出本轮预算。以上全部工作确立的是"锚定的缺陷是真的"以及"断言确实咬得住";没有任何一项能证明新增的散文改变了 agent 的行为。 那个论断仍然只靠描述中的各臂支撑,而第二批的十条按 body 自己的说法仍未验证。
  • base 臂的 448 bytes 未复核 —— 字节数依赖 fixture,而我的 fixture 不是各臂的那一套。我复现的是性质(0 个活标签、&lt;img 已转义),不是那个数字。
  • 未测量稀释效应。 文件从 44,669 增至 56,149 字节;packages/core/src/skills 中不存在任何对 skill 体积的机械上限,因此增长是 token 预算问题,不是正确性问题。第 27 条会不会挤掉第 4 条,在这里和在各臂里一样未被测量。
  • 新散文中引用的实测数字未复核(1,898 字符前缀的分界、30 份 verifier 载荷、5→8 的转义膨胀)。数字错会误导 agent,但不会破坏任何机械环节。

方法

git worktreef86468f2bc,root node_modules 软链。断言审计:一个 Node 脚本解析 head 测试文件中全部 expect(flat).toContain(...) 字面量(含 prettier 折行后的多行形态),与 base 文件做多重集差以分离净新增字符串,再按测试自身的归一方式对两个 SKILL.md 版本逐条检查命中与重数。变异装置:以程序方式改写 SKILL.md,每个变异跑一次完整 vitest,事后还原并用 git diff 确认干净。ground truth:用 yaml@2.9.0 解析两个 ref 的 workflow → 逐字切出函数 → bash --noprofile --norcgh api -X POST /markdown -f mode=gfm,活标签计数取自渲染后的 HTML。原始输出与 fixture 保存在仓库之外的本地临时目录;上面四张截图即这些运行本身,不是示意图。


🤖 Verified with Claude Code · model claude-opus-5[1m]

@wenshao

wenshao commented Aug 1, 2026

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Review

Reviewed at head f86468f2b against merge-base 912f7399. Two files, +296/−6: prose rules into .qwen/skills/verify-pr/SKILL.md and 23 substring assertions pinning them in scripts/tests/qwen-triage-workflow.test.js.

What I re-measured

check result
scripts/tests/qwen-triage-workflow.test.js 116/116 pass (111 it(), unchanged from base — no new test case, assertions added to an existing one)
prettier --check on both changed files clean
eslint --max-warnings 0 on the test file clean
vacuity of the 23 new assertions 0 vacuous, 0 missing

The vacuity check was scripted rather than eyeballed: extract every toContain literal from the carries the maintainer-round verification techniques block at base (25) and at head (48), take the 23-string difference, and test each against the whitespace-flattened base and head SKILL.md. All 23 are absent at base and present at head. Swapping the base SKILL.md into the head worktree turns the test red, so the pin is real and not an artifact of my extraction.

Two design details of that pin are worth naming because they are easy to get wrong and this PR got them right:

  • flat = verifySkill.replace(/\s+/g, ' ') means the assertions survive a prettier re-wrap of the markdown — every new phrase spans a line break in the source, and none would match unflattened.
  • The bare-word assertion toContain('ladder') looks vacuous but is not: ladder occurs 0× in the base file and 1× at head. Same for census, eyeballed, retyping, noprofile, worsened.

previous-report.md — named by the new calibration rule as the artifact a follow-up round can calibrate against — is genuinely produced by the workflow (.github/workflows/qwen-triage.yml:2291, snapshotted from the prior comment body). The rule is anchored to something that exists, and the "no artifact retrievable → say uncalibrated in Not covered" fallback covers the first-round case where it does not.

Findings

1. The ladder rule contradicts its own measured example. SKILL.md:216 mandates Run each rung under timeout 30 and record the cap as the result (>30 s), then SKILL.md:223 reports the exemplar as 0.96 s, 3.2 s, 14.4 s, then over 100 s. Under the rule the file just stated, the fourth rung is unobservable — an agent following it records >30 s and can never reproduce the 100 s figure, and a reader may take >100 s as the measurement the rule expects to produce. The 100 s predates the cap (added in the round-2 fix commit); the example should be reconciled, e.g. …14.4 s, then >30 s (cap; measured at 100 s+ before the cap was adopted). This is small, but it is exactly the class of defect the file's own "a stated number is audited against the repo's own accounting" rule exists to catch.

2. One bullet in a section of paragraphs. SKILL.md:475 (- **Prove a negative by census…**) is the only - list item in ### Vacuity check on new/changed tests; lines 407–473 and 487+ are all bold-lead paragraphs. Drop the marker to match. (A prior commit already relocated misplaced bullets — this one survived.)

3. PR description inconsistencies. Cosmetic, but this PR's whole thesis is not asserting unmeasured things, so they read louder than they otherwise would:

Observations (not merge conditions)

  • Section is outgrowing its heading. ### A/B load-bearing proof goes 167 → 238 lines and 19 → 24 top-level bullets, and at least three of the residents aren't about A/B at all: the ReDoS ladder (a scaling probe), the prompt-is-not-an-invariant race, and rank-by-observability (a severity-ordering rule for findings). The new ### Scoping from the report and the plan heading is the right instinct applied to two rules; a follow-up that gives the same treatment to the rest — e.g. ### Adversarial and scaling probes, ### Ordering what you found — would cost nothing behaviourally and make the section navigable. Not for this PR.
  • Context cost. SKILL.md grows 44 KB → 56 KB, 7,063 → 8,969 words (+27%) — roughly +2.5k tokens on every verify round. The A/B in the description is reassuring on this point (treatment 24m44s/4.99M vs. replicate control 26m01s/4.94M — the added text did not blow the budget), but that is n=1 and covers only the first batch. Worth watching as a trend line across rounds rather than acting on now.
  • timeout 30 is GNU coreutils. The skill's own frontmatter says "also usable locally", and macOS ships no timeout. One parenthetical (gtimeout, or perl -e 'alarm 30; exec @ARGV') would close it.
  • Pin ratio. 48 exact-phrase assertions now pin one prose document, so any rewording of a pinned sentence is a test failure. That is the established convention in this file and the assertions do target normative clauses rather than examples, which is the right side of the tradeoff — flagging only so the cost is a chosen one.

Verdict

The mechanism is sound and the gates are green: 116/116, prettier stable, eslint clean, and all 23 new assertions demonstrably pin new text. Nothing here blocks merge. Finding 1 is a real internal contradiction in shipped guidance and is a two-word fix; finding 3 is description-only. Both are worth doing before merge because they are cheap and because this file is read as a specification for how to be careful.

中文摘要

f86468f2b 复核,基线 912f7399

复测结果:测试 116/116 通过(it() 数量与 base 相同,未新增用例);两个改动文件 prettier --check 干净;eslint --max-warnings 0 干净。空洞性用脚本而非目测验证:从 base(25 条)与 head(48 条)提取 toContain 字面量,取 23 条差集,逐条对照空白归一化后的 base/head——23 条全部在 base 缺失、在 head 命中,无一空洞。把 base 的 SKILL.md 换进 head worktree 会让该测试变红。另外两点设计细节值得点名:flat 做了空白归一化,所以 prettier 重排行不会打断断言(新增短语全部跨行);看似空洞的 toContain('ladder') 实际上 base 出现 0 次、head 1 次,census/eyeballed/retyping/worsened 同理。新增校准规则点名的 previous-report.md 确实由 workflow 产出(qwen-triage.yml:2291),且"取不到产物则在 Not covered 标注 uncalibrated"的回退覆盖了首轮场景。

问题:

  1. 阶梯规则与自身示例自相矛盾:SKILL.md:216 规定每级用 timeout 30、命中上限就记 >30 s,而 SKILL.md:223 的示例写着 0.96 s, 3.2 s, 14.4 s, then over 100 s——按刚定下的规则,第四级根本观测不到 100 s。100 s 这个数据早于上限的引入(在第二轮修复提交中加的),建议改为 >30 s(上限;引入上限前实测 100 s+)。改动很小,但它恰好属于本文件自己那条"对 PR 声明的数字应对照仓库自身记账审计"所针对的缺陷类别。
  2. 段落海中的孤立列表项:SKILL.md:475### Vacuity check on new/changed tests 一节里唯一的 - 列表项,该节 407–473 与 487 之后全是加粗起首的段落。去掉 - 即可。
  3. PR 描述前后不一致(仅描述层面,但本 PR 的立意正是"不做未经测量的断言",所以格外刺眼):标题写"条",而 What is not validated 写"第二批条"——按描述自身的枚举,feat(review): Test Plan claim check, base-tree A/B harness, per-hunk probes #8215 四条 + fix(core): recover XML-style tool calls from plain text content #8037 三条 + feat(cli): adopt Goal v3 in interactive TUI #8005 三条 = 10,标题有误;Tests107/107,实际为 116/116;Change 把"规模阶梯"与"声明成本审计"两条归在 "A/B method" 下,而 What is not validated 又正确地把它们列为第二批未验证项,快速浏览者会以为它们出自对照臂。把这两句移出 A/B 段落即可消歧,且不削弱任何东西——那份诚实的三项 Validated 清单是描述里最有力的部分,不该被上一节抵消。

观察项(非合并条件):### A/B load-bearing proof 从 167 行/19 条增至 238 行/24 条,其中至少三条(ReDoS 阶梯、prompt 非不变量的竞争、按可观测性排序)本就不属于 A/B,新增的 ### Scoping from the report and the plan 是正确方向,建议后续 PR 继续拆分;SKILL.md 体积 44 KB → 56 KB、7,063 → 8,969 词(+27%),每轮约 +2.5k token,描述中的 A/B 数据(处理臂 4.99M vs 复现控制臂 4.94M)说明本次未撑爆预算,但那是 n=1 且只覆盖第一批,值得作为趋势观察;timeout 30 是 GNU coreutils,而该 skill 自称"也可本地使用",macOS 默认没有 timeout,补一句 gtimeout 即可;目前已有 48 条精确短语断言钉住同一份 prose,任何改写都会让测试变红——这是本文件既定约定且断言瞄准的是规范性语句而非示例,属于正确取舍,只是把成本挑明。

结论:机制成立,门禁全绿,23 条新断言确实钉住新文本,无阻塞项。问题 1 是已交付指南内部的真实矛盾、改两个词即可;问题 3 仅涉及描述。两者都建议合并前处理——成本极低,而这份文件是被当作"如何做到严谨"的规范来读的。

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Pull request overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated no new comments.

Suppressed comments (3)

scripts/tests/qwen-triage-workflow.test.js:2476

  • This expectation matches only the first half of the sentence (it ends at "becomes a"), so the test would still pass if the key term ("finding") or the rest of the rule were accidentally removed or changed. Using the full phrase makes the assertion meaningfully pin the rule text.
    // #8005 F3: two mutations survived 429/429 and 326/326 — believable
    // only because a third, expected-caught mutation turned one test red.
    // Without it, "no coverage" and "harness never ran" look identical.
    expect(flat).toContain(
      'A surviving mutation needs a positive control before it becomes a',
    );

.qwen/skills/verify-pr/SKILL.md:66

  • The follow-up status enum lists fixed / stands / worsened / superseded / declined-with-rationale, but the next sentence refers to "deferred" rows. Since deferred is not one of the listed status values, the instructions are internally inconsistent and it’s unclear how a follow-up table should label deferred items.
  a status table. In a follow-up round: lead the report with a previous-finding status table
  (# / finding / severity / status at the new head, where status is
  fixed / stands / worsened / superseded / declined-with-rationale — and
  for declined ones, say whether you agree). Declined and deferred rows are
  not exempt from re-measurement: a fix can move an accepted tradeoff, and

scripts/tests/qwen-triage-workflow.test.js:2390

  • This assertion hard-codes the follow-up status enum string. If deferred is included as a status (as implied by the adjacent SKILL.md text), this test will fail until it’s updated to match the documented enum.

This issue also appears on line 2471 of the same file.

    expect(flat).toContain(
      'fixed / stands / worsened / superseded / declined-with-rationale',
    );

@doudouOUC doudouOUC left a comment

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Reviewed at f86468f (started at 4e53037; the head moved twice mid-review, so this covers both follow-up commits). The ci-bot Suggestion is fixed and the round-3 commit is a genuine improvement on three axes I had checked and would otherwise have raised myself:

  • timeout <N>timeout 30 binds a placeholder the agent could not have resolved on its own, and is the findingis the evidence for a cap-hit is the more precise claim (the curve across rungs is the finding; one capped rung is one data point).
  • The two relocated bullets fix a broken cross-reference. Rank a defect's variants by observability says "the same ordering as the concurrency rule above" and now sits at line 368, immediately after the race bullet at :367 — before the move that "above" pointed into a different section. Prove a negative by census landed next to "count at the destination, not at the component boundary", which is the rule it is the counting-side mirror of.

On the pins I checked all 50 mechanically rather than by sampling — extracted every toContain literal, applied the same \s+ → ' ' flattening the test does, and confirmed 0 missing at this HEAD (that matters here: 'Calibrate the replay before believing it' spans a line break and only matches post-flattening). Three pins are under 18 chars — 'in both orders', 'A/A control', 'ladder' — and each occurs exactly once in the flattened skill, so none is loose. 'ladder' alone would be weak, but it is paired with the 53-character 'Untrusted text reaching a parser is a scaling question', which carries the rule's identity; the round-3 change traded a mid-length pin for a strong-plus-token pair, which is net stronger. No ** markers remain in any toContain literal.

Internal consistency: the new obligations are conditional on PR shape rather than unconditional work — the sibling sweep triggers on "a fix that closes one instance of a bug class", the ladder on "When the PR adds or changes a regex, tokenizer, or scanner that runs over input an outsider writes", the suggested-fix measurement only when a round produced a candidate patch. They live in the methodology sections, not in the priority-ordered budget list at 121-132, so "when time runs out, ship the report with what ran" plus the mandatory Not covered listing still govern, and the ladder carries its own cap in-line. No collision with the ≈110-minute budget and no contradiction with counts-drive-the-verdict: a both-green suggested fix routes to the unpinned-axis finding, not to a verdict change.

Embedded claims verified against the tree rather than trusted: scripts/verify-capture.mjs exists (and the text names the right fallback — declare it under Not covered, do not rebuild the pipeline by hand), and the node scripts/lint.js warning is accurate — the no-arg path really reaches runPrettier()prettier --write ., which is why the skill directs the read-only lane at the individual --actionlint/--yamllint/--eslint flags.

On scope discipline, +183 lines of prose invites the Simplicity First question, so I looked for speculative additions: every added rule carries a measured example bound to a specific round (the code-span-in-raw-HTML sibling and list-nested fold from #8147 R6, the ladder timings, the SIGPIPE-misclassified log oracle, the prompt-instruction-is-not-an-invariant race, the coverage-spec enumeration). Each generalises an observed miss rather than guessing at a future one, which is the right side of the line for a skill whose failure mode was a rigorous run inside too small a frame.

Ran the suite locally: 116/116 at 4e53037, and 113/116 at this HEAD. The three failures are screens sponsored runs…, hosts only valid… PNGs, and survives symlink escapes… — all spawn-heavy tests that exercise qwen-triage.yml shell steps, and this PR touches only SKILL.md and adds test lines (+119/-0, no existing assertion modified), so the workflow they drive is byte-identical to main. Two pass standalone; the sponsored-run screen is borderline against its own 60s it() cap on this machine, which the flag override cannot lift. CI is fully green at this HEAD.

@wenshao
wenshao added this pull request to the merge queue Aug 1, 2026
Merged via the queue into main with commit bc382c3 Aug 1, 2026
57 of 58 checks passed
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Released in v0.21.3.

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