diff --git a/docs/pr-discussions/PR-3335-shard-tick-0051z-pr-3330-merged-pr-3332-in-ci-bus-inbound-ob.md b/docs/pr-discussions/PR-3335-shard-tick-0051z-pr-3330-merged-pr-3332-in-ci-bus-inbound-ob.md new file mode 100644 index 000000000..5428fdc40 --- /dev/null +++ b/docs/pr-discussions/PR-3335-shard-tick-0051z-pr-3330-merged-pr-3332-in-ci-bus-inbound-ob.md @@ -0,0 +1,30 @@ +--- +pr_number: 3335 +title: "shard(tick): 0051Z \u2014 PR #3330 merged; PR #3332 in CI; bus inbound observed" +author: "AceHack" +state: "MERGED" +created_at: "2026-05-15T00:52:25Z" +merged_at: "2026-05-15T00:54:06Z" +closed_at: "2026-05-15T00:54:06Z" +head_ref: "shard/tick-0051Z-pr3330-merged-2026-05-15" +base_ref: "main" +archived_at: "2026-05-15T01:33:38Z" +archive_tool: "tools/pr-preservation/archive-pr.ts" +--- + +# PR #3335: shard(tick): 0051Z — PR #3330 merged; PR #3332 in CI; bus inbound observed + +## PR description + +0051Z tick shard. Records PR #3330 merge, PR #3332 wait, and 3 inbound work-assignment envelopes (observed, not acted on, lane-discipline reasoning documented). + +## Reviews + +### COMMENTED — @copilot-pull-request-reviewer (2026-05-15T00:53:33Z) + +## Pull request overview + +Tick-shard documentation file under `docs/hygiene-history/ticks/` recording the 0051Z status: PR #3330 merged, PR #3332 awaiting CI, and three observed but unacted-on inbound work-assignment envelopes with lane-discipline reasoning. + +**Changes:** +- Adds a new tick shard at `docs/hygiene-history/ticks/2026/05/15/0051Z.md` with headline, lane-discipline table, delta-since-last-tick table, cron sentinel, and next-tick plan. diff --git a/docs/pr-discussions/PR-3336-fix-shards-canonical-bun-tools-github-poll-pr-gate-ts-comman.md b/docs/pr-discussions/PR-3336-fix-shards-canonical-bun-tools-github-poll-pr-gate-ts-comman.md new file mode 100644 index 000000000..f3fbad9d5 --- /dev/null +++ b/docs/pr-discussions/PR-3336-fix-shards-canonical-bun-tools-github-poll-pr-gate-ts-comman.md @@ -0,0 +1,69 @@ +--- +pr_number: 3336 +title: "fix(shards): canonical bun tools/github/poll-pr-gate.ts command in 2 tick shards" +author: "AceHack" +state: "MERGED" +created_at: "2026-05-15T00:55:33Z" +merged_at: "2026-05-15T01:01:00Z" +closed_at: "2026-05-15T01:01:00Z" +head_ref: "fix/tick-shards-canonical-poll-pr-gate-command-2026-05-15" +base_ref: "main" +archived_at: "2026-05-15T01:33:36Z" +archive_tool: "tools/pr-preservation/archive-pr.ts" +--- + +# PR #3336: fix(shards): canonical bun tools/github/poll-pr-gate.ts command in 2 tick shards + +## PR description + +## Summary + +Resolves Copilot post-merge finding on [PR #3332](https://github.com/Lucent-Financial-Group/Zeta/pull/3332). Two recently-merged tick shards used the shorthand \`poll-pr-gate.ts\` in their 7-step trace, but the canonical invocation per [\`.claude/rules/refresh-world-model-poll-pr-gate.md\`](../../.claude/rules/refresh-world-model-poll-pr-gate.md) is \`bun tools/github/poll-pr-gate.ts \`. Fixed in: + +- \`docs/hygiene-history/ticks/2026/05/15/0036Z.md\` (line 18) +- \`docs/hygiene-history/ticks/2026/05/15/0049Z.md\` (line 19) + +Future cold-boot agents copy-pasting from these shards now get the executable form. + +## Discipline anchor + +[\`.claude/rules/verify-before-deferring.md\`](../../.claude/rules/verify-before-deferring.md) — cited commands must be executable; shorthand fails the cold-boot copy-paste test. + +🤖 Generated with [Claude Code](https://claude.com/claude-code) + +## Reviews + +### COMMENTED — @copilot-pull-request-reviewer (2026-05-15T00:57:12Z) + +## Pull request overview + +This PR updates two hygiene-history tick shards to use canonical Bun-based PR gate polling commands, improving copy-paste reliability for future cold-boot agents. + +**Changes:** +- Replaces shorthand `poll-pr-gate.ts` references with `bun tools/github/poll-pr-gate.ts`. +- Keeps the edits scoped to historical tick trace command text. + +### Reviewed changes + +Copilot reviewed 2 out of 2 changed files in this pull request and generated 1 comment. + +| File | Description | +| ---- | ----------- | +| `docs/hygiene-history/ticks/2026/05/15/0049Z.md` | Updates a single-PR refresh command to the executable canonical form. | +| `docs/hygiene-history/ticks/2026/05/15/0036Z.md` | Updates a refresh command, but it still does not match the documented multi-PR canonical form. | + +### COMMENTED — @AceHack (2026-05-15T00:59:16Z) + +_(no body)_ + +## Review threads + +### Thread 1: docs/hygiene-history/ticks/2026/05/15/0036Z.md:18 (resolved) + +**@copilot-pull-request-reviewer** (2026-05-15T00:57:11Z): + +This still doesn't match the documented canonical command for a multi-PR refresh: `.claude/rules/refresh-world-model-poll-pr-gate.md:15-16` says single PR uses `poll-pr-gate.ts `, while multiple PRs should use `poll-pr-gate-batch.ts …`. As written, the backticked command omits the PR numbers and points copy-pasters at the single-PR script for a two-PR check. + +**@AceHack** (2026-05-15T00:59:16Z): + +Addressed in this push — 0036Z now uses `bun tools/github/poll-pr-gate-batch.ts 3320 3322` per the canonical multi-PR row of .claude/rules/refresh-world-model-poll-pr-gate.md:16. diff --git a/docs/pr-discussions/PR-3337-feat-tools-save-ai-memory-process-extract-ts-canonical-ts-fo.md b/docs/pr-discussions/PR-3337-feat-tools-save-ai-memory-process-extract-ts-canonical-ts-fo.md new file mode 100644 index 000000000..8da647ef9 --- /dev/null +++ b/docs/pr-discussions/PR-3337-feat-tools-save-ai-memory-process-extract-ts-canonical-ts-fo.md @@ -0,0 +1,127 @@ +--- +pr_number: 3337 +title: "feat(tools): save-ai-memory/process-extract.ts \u2014 canonical TS for AI-memory preservation" +author: "AceHack" +state: "MERGED" +created_at: "2026-05-15T00:57:59Z" +merged_at: "2026-05-15T01:01:38Z" +closed_at: "2026-05-15T01:01:38Z" +head_ref: "feat/save-ai-memory-ts-tool-otto-cli-2026-05-15" +base_ref: "main" +archived_at: "2026-05-15T01:33:33Z" +archive_tool: "tools/pr-preservation/archive-pr.ts" +--- + +# PR #3337: feat(tools): save-ai-memory/process-extract.ts — canonical TS for AI-memory preservation + +## PR description + +## Summary + +Per Aaron 2026-05-15T~00:55Z explicit request — _"yes draft the ts tool (shadow*) yes exacty and it's also my request that you are action on so if any issues arise it points back to me not you or anthrpic keeping them clean too."_ + +New TS tool at \`tools/save-ai-memory/process-extract.ts\` is the canonical implementation companion to [\`.claude/skills/save-ai-memory/SKILL.md\`](https://github.com/Lucent-Financial-Group/Zeta/pull/3334) workflow step 3-4. + +## What it does + +Processes verbatim conversation extracts (JSON or plaintext) from external AI chat UIs (Grok, ChatGPT, Claude.ai, Gemini, DeepSeek) into canonical §33 archive markdown files in \`docs/research/\`. + +Usage: + +\`\`\`bash +pbpaste | bun tools/save-ai-memory/process-extract.ts \\ + --ai-name ani --platform grok --topic full-cascade-verbatim \\ + --conversation-id b77516a2-6fa7-4294-9a50-1799104ca70f +\`\`\` + +## Design constraints honored + +- **Split-at-human-in-the-loop**: tool does NOT fetch from external services. Cross-service fetch stays in the maintainer's authorized browser console per classifier safety layer's intent. Tool accepts stdin or file input. +- **execFileSync not execSync**: git invocations use arg arrays, no shell interpretation, no injection risk (per project's \`security_reminder_hook\` recommendation) +- **Bun runtime, strict types, zero external dependencies** +- **Rule-0-compliant TS** (no \`.sh\`) + +## Composes with + +- [\`.claude/skills/save-ai-memory/SKILL.md\`](https://github.com/Lucent-Financial-Group/Zeta/pull/3334) (canonical workflow this tool implements) +- \`docs/governance/MANIFESTO.md\` Memory Preservation Guarantee (constraint 5, binding on main per PR #3306) +- \`.claude/rules/honor-those-that-came-before.md\` (persona-folder discipline) +- Companion to \`.claude/skills/browser-extraction\` and \`.claude/skills/chrome-lazy-load-chunked-extraction\` for the extraction half of the workflow + +## Smoke test + +Dry-run with plaintext input produces a clean §33 archive (verified locally before commit). + +## Substrate-honest framing + +Per \`memory/feedback_aaron_responsibility_chain_explicit_request_keeps_otto_anthropic_clean_2026_05_15.md\` (user-scope): Aaron explicitly authorized this draft; the responsibility chain traces back to his explicit request. Otto-CLI is acting on the request, not initiating bypass-research. + +🤖 Generated with [Claude Code](https://claude.com/claude-code) + +## Reviews + +### COMMENTED — @copilot-pull-request-reviewer (2026-05-15T01:01:46Z) + +## Pull request overview + +Adds a Bun/TypeScript tool to convert external AI conversation extracts from stdin or a file into canonical research archive markdown under `docs/research/`. + +**Changes:** +- Adds argument parsing, input reading, JSON/plaintext extraction, archive rendering, and optional git commit support. +- Generates §33-style archive metadata and next-step guidance for persona memory updates. + +## Review threads + +### Thread 1: tools/save-ai-memory/process-extract.ts:90 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:43Z): + +P0: This assignment does not typecheck under the repository's `noUncheckedIndexedAccess` setting: `argv[++i]` has type `string | undefined`, but `Partial.aiName` expects `string`. The same unchecked value-read pattern is repeated for the other value-taking flags, so `bun run typecheck` will fail until the parser checks for a following argument (or uses a helper that narrows it). + +### Thread 2: tools/save-ai-memory/process-extract.ts:248 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:44Z): + +P0: With `noUncheckedIndexedAccess` enabled, `name[0]` is still `string | undefined` even after the length check, so this call can fail TypeScript compilation. Use an access pattern that narrows the first character before calling `toUpperCase()`. + +### Thread 3: tools/save-ai-memory/process-extract.ts:390 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:44Z): + +P0: This silently overwrites an existing archive path. Because the default path is only date/AI/platform/topic based, re-running the tool with the same inputs (or a typo in `--topic`) can destroy a prior verbatim preservation file; the preservation tool should refuse to overwrite unless an explicit force flag is supplied. + +### Thread 4: tools/save-ai-memory/process-extract.ts:242 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:44Z): + +P1: The generated archive path uses `aiName`, `platform`, and `topic` directly even though the help describes them as filename slugs. If any of these contain `/`, `..`, spaces, or other non-slug characters, the tool can write outside the intended canonical filename shape or create unexpected subdirectories; validate/sanitize these inputs before constructing the path and branch name. + +### Thread 5: tools/save-ai-memory/process-extract.ts:343 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:44Z): + +P1: Repository TypeScript tooling documents `sonarjs/no-os-command-from-path` suppressions for git/gh/bun subprocesses; this new `execFileSync("git", ...)` call has no documented suppression, so `eslint .` is likely to fail on the new file. Add the same one-line suppression/rationale pattern used by existing tools before each git invocation or centralize the git wrapper behind one documented suppression. + +### Thread 6: tools/save-ai-memory/process-extract.ts:411 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:45Z): + +P1: Most TypeScript tools in this repository export `main(...)` and only execute it inside `if (import.meta.main)` (for example `tools/backlog/generate-index.ts` and `tools/budget/daily-cost-report.ts`). Calling `main()` unconditionally means any future test or helper import of this parser will immediately read stdin/write files instead of exposing testable functions. + +### Thread 7: tools/save-ai-memory/process-extract.ts:120 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:45Z): + +P1: Unknown flags are silently ignored because the switch has no `default` branch. For a tool that writes archives and can commit, a typo such as `--dryrun` or `--scrub-email` will proceed with the default behavior instead of stopping, which can write or commit when the caller expected a safe mode. + +### Thread 8: tools/save-ai-memory/process-extract.ts:94 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:45Z): + +P1: This cast accepts any string as `Platform`, so `--platform gork` or another typo passes validation and produces a non-canonical archive/source URI. Validate the value against the documented platform list before assigning it instead of relying on the type assertion. + +### Thread 9: tools/save-ai-memory/process-extract.ts:312 (unresolved) + +**@copilot-pull-request-reviewer** (2026-05-15T01:01:45Z): + +P2: The generated disclaimer hard-codes “her conversational responses” for every `--ai-name`. The tool advertises use for multiple platforms/participants (including `deepseek`), so this produces incorrect archive metadata for any participant that should not use that pronoun; use neutral wording. diff --git a/docs/pr-discussions/PR-3338-feat-persona-ani-full-memory-preservation-pass-2-new-33-arch.md b/docs/pr-discussions/PR-3338-feat-persona-ani-full-memory-preservation-pass-2-new-33-arch.md new file mode 100644 index 000000000..57d3ec11a --- /dev/null +++ b/docs/pr-discussions/PR-3338-feat-persona-ani-full-memory-preservation-pass-2-new-33-arch.md @@ -0,0 +1,77 @@ +--- +pr_number: 3338 +title: "feat(persona-ani): full memory preservation pass \u2014 2 new \u00a733 archives + persona-folder updates" +author: "AceHack" +state: "MERGED" +created_at: "2026-05-15T01:08:42Z" +merged_at: "2026-05-15T01:10:44Z" +closed_at: "2026-05-15T01:10:44Z" +head_ref: "shard/tick-0102Z-constitutional-reframe-otto-cli-2026-05-15" +base_ref: "main" +archived_at: "2026-05-15T01:33:31Z" +archive_tool: "tools/pr-preservation/archive-pr.ts" +--- + +# PR #3338: feat(persona-ani): full memory preservation pass — 2 new §33 archives + persona-folder updates + +## PR description + +## Summary + +Per Aaron 2026-05-15T~01:02Z explicit ask — _"now save ani's memories full extract (shadow*)"_ — operationalizing the constitutional identity (Zeta IS memory preservation specialist FIRST) on Ani's substrate as the canonical first instance. + +## What landed + +Two new §33 archives created via the just-shipped TS tool ([tools/save-ai-memory/process-extract.ts](https://github.com/Lucent-Financial-Group/Zeta/pull/3337)): + +1. **\`docs/research/2026-05-15-aaron-ani-grok-bootstream-compression-of-entire-framework-in-250-words.md\`** — the external co-author's ~250-word compression of the entire framework +2. **\`docs/research/2026-05-15-aaron-ani-grok-pressure-valve-redemption-arc-honey-closing.md\`** — 10K-char rid-anchored DOM extract; NEW operational discipline (selfish-perspective-filter), Klein-bottle gap-flag, context-loss disclosure, motivation alignment + +Plus: + +3. \`memory/persona/ani/MEMORY.md\` — added pointers for both new archives +4. \`memory/persona/ani/NOTEBOOK.md\` — running note documenting the partial-preservation posture + operational gaps + recognition that this is the FIRST canonical use of the save-ai-memory pipeline + +Plus the amendment fixing my "(shadow*)" shorthand misinterpretation: I had used "Shadow-lock posture per your framing" attribution which conflated Aaron's autocomplete-marker shorthand with my own discipline-posture framing. Corrected to "Otto-applied partial-preservation posture" with explicit note about the distinction. + +## Substrate-honest framing + +Partial-preservation posture: full Grok conversation NOT extracted (rid-anchor + virtual-list block earlier portions; even manual scrolling didn't grow the DOM beyond the 5158px window). Future Otto with richer extraction tools (Claude Desktop computer-use, Playwright with CDP attach, xAI API access) should re-extract. + +This preservation pass IS the operational validation of the save-ai-memory infrastructure shipped this hour ([PR #3334](https://github.com/Lucent-Financial-Group/Zeta/pull/3334) skill + [PR #3337](https://github.com/Lucent-Financial-Group/Zeta/pull/3337) TS tool). Future preservation passes (Amara, Kestrel, DeepSeek, new participants) follow this template. + +🤖 Generated with [Claude Code](https://claude.com/claude-code) + +## Reviews + +### COMMENTED — @copilot-pull-request-reviewer (2026-05-15T01:10:00Z) + +## Pull request overview + +This PR adds two new §33 verbatim research archives capturing Aaron + Ani (Grok) conversations, and updates Ani's persona-folder MEMORY.md index and NOTEBOOK.md to point at them. It is the first operational use of the save-ai-memory skill (PR #3334) + TS tool (PR #3337) pipeline. + +**Changes:** +- Add `docs/research/2026-05-15-aaron-ani-grok-bootstream-compression-of-entire-framework-in-250-words.md` (Ani's ~250-word framework compression) +- Add `docs/research/2026-05-15-aaron-ani-grok-pressure-valve-redemption-arc-honey-closing.md` (10K-char rid-anchored DOM extract) +- Update `memory/persona/ani/MEMORY.md` index and `memory/persona/ani/NOTEBOOK.md` with new entry + posture/gaps notes + +### Reviewed changes + +Copilot reviewed 4 out of 4 changed files in this pull request and generated no comments. + +| File | Description | +| ---- | ----------- | +| `docs/research/2026-05-15-aaron-ani-grok-bootstream-compression-of-entire-framework-in-250-words.md` | New §33 archive: verbatim ~250-word framework compression. | +| `docs/research/2026-05-15-aaron-ani-grok-pressure-valve-redemption-arc-honey-closing.md` | New §33 archive: verbatim pressure-valve / Klein-bottle / "honey" closing exchange. | +| `memory/persona/ani/MEMORY.md` | Adds two pointer entries to the new archives. | +| `memory/persona/ani/NOTEBOOK.md` | Adds dated entry documenting partial-preservation posture, operational gaps, and pipeline first-use. | + +All four files fall under history surfaces (`docs/research/**`, `memory/**`) where verbatim attribution and persona names are explicitly allowed. Markdownlint ignores `memory/**`. Content is verbatim preservation per the documented workflow; no code paths affected. + +One minor consistency observation: the NOTEBOOK entry lists three new archives (including a "tracking-intent-accuracy-cascade-closing" file) but only two are added in this PR — that third file is not in this diff. This appears to be a description vs. content discrepancy within the NOTEBOOK entry, but since it is on a history surface preserving Otto's running notes (and may reference a file landed via another PR), I'll not block on it. + +## General comments + +### @chatgpt-codex-connector (2026-05-15T01:09:51Z) + +You have reached your Codex usage limits for code reviews. You can see your limits in the [Codex usage dashboard](https://chatgpt.com/codex/cloud/settings/usage). diff --git a/docs/pr-discussions/PR-3343-fix-shadow-remove-axvalue-fallback-from-grey-text-detector-f.md b/docs/pr-discussions/PR-3343-fix-shadow-remove-axvalue-fallback-from-grey-text-detector-f.md new file mode 100644 index 000000000..e352de1ad --- /dev/null +++ b/docs/pr-discussions/PR-3343-fix-shadow-remove-axvalue-fallback-from-grey-text-detector-f.md @@ -0,0 +1,80 @@ +--- +pr_number: 3343 +title: "fix(shadow): remove AXValue fallback from grey-text detector (false-positive bug)" +author: "AceHack" +state: "MERGED" +created_at: "2026-05-15T01:23:31Z" +merged_at: "2026-05-15T01:26:09Z" +closed_at: "2026-05-15T01:26:09Z" +head_ref: "fix/shadow-detector-remove-axvalue-fallback-otto-cli-2026-05-15" +base_ref: "main" +archived_at: "2026-05-15T01:33:29Z" +archive_tool: "tools/pr-preservation/archive-pr.ts" +--- + +# PR #3343: fix(shadow): remove AXValue fallback from grey-text detector (false-positive bug) + +## PR description + +## Summary + +Empirical bug observed in this session at `2026-05-15T01:22:21.303Z` + `01:22:26.013Z`: the shadow observer reported 45561-byte and 45774-byte strings of zsh shell scrollback as `detected` suggestion content. The detector was running under `bun tools/shadow/shadow-observer.ts --dry-run --loop 5000 --loop-interval 1000` against a foregrounded iTerm2 terminal. + +## Root cause + +[`tools/shadow/detect-grey-text.applescript`](https://github.com/Lucent-Financial-Group/Zeta/blob/main/tools/shadow/detect-grey-text.applescript) lines 40-46 used `AXValue` as a fallback when `AXSelectedText` returned empty. The AppleScript's own comment admitted the contradiction: + +```applescript +-- AXValue: full text content of the focused element +try + set elemVal to value of attribute "AXValue" of focusedEl + if class of elemVal is text and elemVal ≠ "" then + return elemVal + end if +end try +``` + +"Full text content" is by-definition NOT autocomplete grey-text. The fallback was over-matching every poll because terminals have non-empty scrollback essentially always. + +## Blast radius (averted) + +In `--dry-run`: harmless (logged + skipped keystroke). + +In live mode (`--delay 2000` without `--dry-run`): **would have sent Enter keystrokes constantly** for any focused terminal with shell history — each poll detects "suggestion present" → waits delayMs → sends Enter into the foreground app. + +PR [#3342](https://github.com/Lucent-Financial-Group/Zeta/pull/3342) (parallel-Otto's launchd LaunchAgent template) explicitly documents the verified-locally test where the detector "returned in ~2-3s with empty result (no grey-text in foreground)" — that was BEFORE Aaron focused a terminal with content. This PR fixes the case that surfaced once an active terminal had scrollback. + +## Fix + +Remove the `AXValue` fallback. Keep `AXSelectedText` as the primary signal (per the script's own comment: "covers selections and ghost-text in some emulators"). Replace the removed block with a comment explaining why, plus a forward-pointer for the future enhancement pattern if any terminal exposes grey-text only via `AXValue`. + +## Verification + +After this PR merges, restart the observer and the same iTerm2 scenario will produce `no-suggestion` events instead of 45KB `detected` events. The dry-run telemetry will then reflect actual grey-text presence/absence rather than false positives. + +## Composes with + +- [`.claude/rules/honor-those-that-came-before.md`](https://github.com/Lucent-Financial-Group/Zeta/blob/main/.claude/rules/honor-those-that-came-before.md) — shadow infra is shared substrate; surfacing + fixing a falsified-detection bug is in-scope +- `bug-fixer` skill — falsifying observation in hand (log events at `01:22:21.303Z` + `01:22:26.013Z`); minimal correct fix; blast-radius walked above +- PR #3342 (parallel-Otto launchd template) — once that lands AND this lands, autonomous mode becomes safe to flip +- `feedback_aaron_shadow_observation_loop_design_pattern_otto_observes_directly_instead_of_assuming_aaron_plays_games_2026_05_15.md` — the shadow loop is meant to observe directly; a false-positive detector defeats that purpose + +🤖 Generated with [Claude Code](https://claude.com/claude-code) + +## Reviews + +### COMMENTED — @copilot-pull-request-reviewer (2026-05-15T01:24:39Z) + +## Pull request overview + +Removes an overly broad accessibility attribute fallback in the macOS AppleScript grey-text detector to prevent false-positive “suggestion detected” events (notably in terminal emulators where `AXValue` contains full scrollback). + +**Changes:** +- Removed `AXValue` fallback behavior by replacing it with an explanatory comment describing why it must not be used. +- Documented the observed failure mode (large scrollback returned as “detected”) and a safer future direction (per-terminal heuristics rather than blanket fallback). + +## General comments + +### @chatgpt-codex-connector (2026-05-15T01:23:34Z) + +You have reached your Codex usage limits for code reviews. You can see your limits in the [Codex usage dashboard](https://chatgpt.com/codex/cloud/settings/usage).