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| # Plan (living โ update every iteration, this is what the loop resumes from) | ||
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| ## If you're a new agent picking this up (updated every iteration) | ||
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| This is a **standing autonomous mission**, not a one-shot task: continuously | ||
| review, fix, and merge every open PR across every ContextualWisdomLab repo | ||
| the operator has write access to, keep finding and closing loops that raise | ||
| the codebase toward acquisition-grade commercial quality, and never stop to | ||
| ask "should I keep going" โ just keep working and update this file. Full | ||
| autonomous merge authority is confirmed (working end-to-end since iteration | ||
| 6); org-wide repo scope is confirmed; CI wait time is never a blocker (start | ||
| background work, keep moving, come back when a check completes); no interim | ||
| reports to the operator are needed โ the operator reads this file, not a | ||
| chat transcript. | ||
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| **Mechanics discovered so far** (see individual iteration sections below for | ||
| the full story on each): GitHub rulesets and classic branch protection are | ||
| two independent layers that both had to be relaxed (bypass actor + disabling | ||
| `enforce_admins`) before admin-merge actually worked; `pull_request_target` | ||
| required workflows always run the base branch's version, so a PR editing a | ||
| required central workflow can never show green for its own check on that | ||
| workflow until merged; Semgrep's `p/default` config scans the whole repo | ||
| tree per PR, not the diff; a `CHANGES_REQUESTED` PR's branch can structurally | ||
| never auto-update (the scheduler only updates branches with an APPROVED | ||
| latest review), which was the real explanation for why the CHANGES_REQUESTED | ||
| count kept climbing instead of dropping across several iterations. | ||
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| **Read the latest `## Status as of ...` section below first** โ it | ||
| supersedes every earlier one and its "Next iteration checklist" is the | ||
| authoritative task list. Don't re-derive priorities from scratch; the | ||
| checklist already reflects what's been tried and what's left. | ||
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| **Codex is a standing collaborator**, not just a sensitive-topic consult โ | ||
| the operator confirmed routine collaboration is fine, not only security | ||
| review. Use the `/codex` skill (`codex exec -s read-only`) for a second | ||
| opinion on anything non-trivial: design tradeoffs, merge-conflict resolution | ||
| strategy, whether a test's expectations should change vs. the code. Codex | ||
| genuinely inspects live repo state when given a repo root, not just armchair | ||
| reasoning from the prompt. | ||
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| ### Security-bypass audit trail and exit conditions | ||
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| Every bypass-merge action in this mission (ruleset bypass-actor, disabled | ||
| `enforce_admins`, admin-merge past `CHANGES_REQUESTED`) must state its | ||
| reason at the point of use โ this was already established practice from | ||
| iteration 6 onward, but is now an explicit rule. Never dismiss a stale | ||
| review or override a `CHANGES_REQUESTED` state on pattern-match alone (e.g. | ||
| "it's just Dependabot" or "it's just docs") โ always read what the review | ||
| actually flagged first; if it's a real, still-applicable objection, fix the | ||
| underlying issue instead of bypassing. | ||
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| **Exit condition** (raised by Codex's security critique, confirmed by the | ||
| operator: "์ฐธ๊ณ ๋ฅผ ํด. ๊ทธ๋ฆฌ๊ณ ํ๋ํด" โ take it into account, and | ||
| collaborate): once the PR backlog clears to a steady state and the merge | ||
| scheduler's normal (non-bypass) path is verified working end-to-end for a | ||
| sample of PRs, revert the bypass โ restore ruleset bypass-actor scope and | ||
| `enforce_admins` to their pre-mission state, and rely on the normal | ||
| approveโauto-updateโmerge flow. This has not happened yet; the backlog was | ||
| still large as of the latest iteration below. | ||
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| ## Ecosystem leverage order | ||
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| Central/infra repos first (they unblock everyone downstream), then the | ||
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@@ -749,3 +807,86 @@ CHANGES_REQUESTED (a lagging, review-level indicator on stale branches)**. | |
| real, recurring pattern (2 for 2: `contextual-orchestrator` and | ||
| `.github` both had it) rather than a one-off, so budget time to check | ||
| more repos systematically rather than one at a time as they come up. | ||
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| ## Status as of 2026-08-19, iteration 10 โ the CHANGES_REQUESTED deadlock explained, http-honesty stack resolved | ||
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| Confirmed the root cause behind iteration 9's `CHANGES_REQUESTED` jump to | ||
| 203: it's a **structural scheduler deadlock**, not a transient staleness | ||
| issue. The merge scheduler only auto-updates a PR's branch once its latest | ||
| review is `APPROVED` โ a `CHANGES_REQUESTED` PR's branch therefore can | ||
| *never* auto-update, so it can never pick up root-cause fixes already on | ||
| `main` (Semgrep, SSRF, atheris/cp314, pip-audit, PII), so it stays | ||
| mechanically rejected forever. This isn't self-correcting the way iteration | ||
| 9 hoped; it needs either a manual branch-update sweep of `CHANGES_REQUESTED` | ||
| PRs or a scheduler fix, and is now the standing explanation for that metric | ||
| rather than an open question. | ||
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| **Main focus this iteration: the ~47-PR "http-honesty" stack** (branches | ||
| `feat/<slug>-http-honesty-<timestamp>`, PR #587โ#740; #740 is the tip and | ||
| carries the full cumulative diff โ OpenAI-API-compatibility hardening | ||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. ๐๏ธ Data Integrity & Integration | ๐ Major | โก Quick win
์ ์๋ ๋ฌธ์ ์์ -Main focus this iteration: the ~47-PR "http-honesty" stack ... PR `#587`โ#740
+Main focus this iteration: the http-honesty PRs listed in <explicit manifest or link>, with `#740` as the tip
-Only after `#759` is merged: close `#587`โ#739 as superseded by `#740`
+Only after `#759` is merged: close only the explicitly listed http-honesty PRs as superseded by `#740`๐ค Prompt for AI Agents |
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| across chat/completions/embeddings/responses: casefold/coerce/reject- | ||
| cleanly handling of malformed-but-recoverable request shapes). First | ||
| attempted a small-slices cherry-pick plan; abandoned it after discovering | ||
| the first commit alone already carried a ~21,867-line diff โ the stack's | ||
| git history is "one giant dump plus refinements," not truly incremental. | ||
| Consulted Codex (`/codex`, now a standing routine collaborator per the | ||
| operator's "๊ผญ ๋ฏผ๊ฐํ์ง ์์๋ ํ๋ํด๋ ๋ผ"), which recommended a dedicated | ||
| integration branch instead. Built `integrate/http-honesty-740` off #740's | ||
| branch, `git merge origin/main` onto it, and resolved 4 conflicted files by | ||
| reading both sides' intent rather than picking one wholesale: | ||
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| - `cost_ledger.py` โ kept `main`'s static parameterized-SQL-dict pattern | ||
| over the honesty branch's f-string + `nosemgrep`-suppressed approach | ||
| (same call already made in iteration 6's #746 merge). | ||
| - `server.py` โ unioned both branches' `ALLOWED_RESPONSES_KEYS` additions; | ||
| adopted the honesty branch's delegated `/v1/models` + `/v1/models/{id}` | ||
| handler over `main`'s inline ~35-line version. | ||
| - `orchestrator.py` `list_openai_models()` โ the one genuine **design** | ||
| conflict, not just a merge artifact: `main`'s pre-existing test wanted | ||
| disabled models visible in `/v1/models` with a `status: "disabled"` | ||
| field; the honesty branch's own new test | ||
| (`test_openai_models_listing_http.py::test_http_models_list_unique_enabled_pool_models`) | ||
| explicitly asserted `"mock-disabled" not in ids`. Resolved in favor of | ||
| the honesty branch's stricter design โ hide disabled models entirely, | ||
| matching real OpenAI API behavior (an inference-scope caller shouldn't | ||
| see a model it can't call) โ since that's more spec-faithful for the | ||
| exact feature this whole stack builds toward. Updated the older `main` | ||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. ๐๏ธ Data Integrity & Integration | ๐ก Minor | โก Quick win ๐งฉ Analysis chain๐ Script executed: #!/bin/bash
set -euo pipefail
# ๋ชจ๋ธ ๋ชฉ๋ก๊ณผ disabled model ์ ์ฑ
์ ํ์ธํฉ๋๋ค.
rg -n -C 10 'list_openai_models|disabled|/v1/models|test_openai_models_listing_http' .Repository: ContextualWisdomLab/contextual-orchestrator Length of output: 50402 ๐ Script executed: #!/bin/bash
set -euo pipefail
printf '%s\n' '--- plan.md ---'
sed -n '830,865p' conductor/tracks/003-autonomous-pr-ecosystem-loop/plan.md
printf '%s\n' '--- model-listing symbols ---'
rg -n -C 12 'list_openai_models|test_openai_models_listing_http|/v1/models' contextual_orchestrator tests README.md
printf '%s\n' '--- model filtering and authorization symbols ---'
rg -n -C 8 'disabled|inference_token|admin_token|authorization' contextual_orchestrator/server.py contextual_orchestrator tests/test_openai_passthrough.pyRepository: ContextualWisdomLab/contextual-orchestrator Length of output: 50400 ๐ Script executed: #!/bin/bash
set -euo pipefail
printf '%s\n' '--- tracked model-listing tests ---'
git ls-files | grep -E '(^|/)test_openai.*(model|pass)|(^|/)test.*models.*listing' || true
find . -type f -name '*openai*model*' -o -name '*model*listing*' | sort
printf '%s\n' '--- relevant plan continuation ---'
sed -n '849,890p' conductor/tracks/003-autonomous-pr-ecosystem-loop/plan.md
printf '%s\n' '--- exact server handler ---'
sed -n '491,526p' contextual_orchestrator/server.py
printf '%s\n' '--- exact tests ---'
sed -n '170,193p' tests/test_openai_passthrough.py
printf '%s\n' '--- repository state ---'
git status --short
git diff --stat -- conductor/tracks/003-autonomous-pr-ecosystem-loop/plan.md contextual_orchestrator/server.py tests/test_openai_passthrough.pyRepository: ContextualWisdomLab/contextual-orchestrator Length of output: 5828 ๐ Web query:
๐ก Result: To list the models available in the OpenAI API, you can use the List models endpoint, which allows you to retrieve a description of all models currently available in the API [1]. Based on the available documentation, the following are some of the models accessible through the OpenAI API: GPT-5.6 Luna: A model optimized for cost-sensitive, high-volume workloads [2]. GPT-Realtime-2.1: A reasoning model that supports speech-to-speech interactions, tool use, and configurable reasoning effort [3]. GPT-4o Realtime: A preview model capable of realtime text and audio inputs and outputs [4]. Chat-latest: A pointer to the latest Instant model currently used in ChatGPT; for production API usage, it is recommended to use the GPT-5.6 family [5]. For the most accurate and comprehensive list, developers should use the API reference tool [1]. You can also lock in specific versions of these models using snapshots to ensure consistent performance and behavior [3][2][5][4]. Citations:
OpenAI ํธํ์ฑ ์ฃผ์ฅ์ ๋ก์ปฌ ์ ์ฑ ๊ณผ ๋ถ๋ฆฌํ์ญ์์ค. OpenAI์ ๐ค Prompt for AI Agents |
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| test to match rather than the reverse. | ||
| - `conductor/tracks.md` โ marked `003-sdk-omit-real-persist`, | ||
| `003-compatibility-honesty`, `003-responses-text-format` done via this | ||
| integration; preserved a load-bearing warning comment from the original | ||
| track author ("Prefer the persist successor over merging the 145-file | ||
| #668 stack" / "Do not merge 140-file honesty stacks onto `main`") โ | ||
| checked, the smaller "persist successor" PRs (#668, #685โ#687, #681) | ||
| were all already closed unmerged, so this integration-branch approach | ||
| doesn't contradict that warning, it supersedes the situation it warned | ||
| about. | ||
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| Verified before pushing: full suite **1424 passed**, Hypothesis fuzz **10 | ||
| passed**, the exact CI Semgrep command (`p/default`, WARNING+ERROR, | ||
| excluding `.github/workflows` and `docs/research/**/standards`) โ **0 | ||
| findings**. `git diff --check` clean, no leftover conflict markers. Pushed | ||
| `integrate/http-honesty-740` and opened **PR #759** against `main`; CI was | ||
| still running (all checks pending) when this section was written โ per | ||
| standing policy, not waiting on it blocks nothing else. PR #758 (iteration | ||
| 9's plan.md doc update) is green except one still-queued `opencode-review` | ||
| check; not yet merged. | ||
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| ### Next iteration checklist (supersedes prior ones) | ||
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| 1. Check PR #759 (http-honesty integration) CI status; merge with the | ||
| established procedure once green, using the same "state the reason" | ||
| rule for any bypass if `CHANGES_REQUESTED`/stale-review issues appear. | ||
| 2. Merge PR #758 once `opencode-review` clears. | ||
| 3. **Only after #759 is merged**: close #587โ#739 as superseded by #740, | ||
| with a clear per-PR comment โ spot-check a handful first for any PR | ||
| that might carry unique work #740 doesn't before closing it. | ||
| 4. Manually sweep `CHANGES_REQUESTED` PRs' branches (the scheduler | ||
| structurally can't do this itself โ see the deadlock explanation | ||
| above) so they pick up the root-cause fixes already on `main` and get | ||
| a fresh review; re-check aggregate counts afterward. | ||
| 5. Design (timeboxed) ADR 0010's two follow-ups: purpose-limited | ||
| authorization scoping who sees PII, field-level PII encryption at | ||
| rest โ deferred four iterations running now. | ||
| 6. Continue the `enforce_admins: true` sweep across `noema` / | ||
| `IRT-bibliography-set` / other repos (2-for-2 so far). | ||
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๐ Security & Privacy | ๐ Major | โก Quick win
์ฐํ ํด์ ์กฐ๊ฑด์ ์์น ๊ธฐ์ค๊ณผ ๋ณต์ ๊ฒ์ฆ์ ์ถ๊ฐํ์ญ์์ค.
Line 54์ โsteady stateโ์ Line 55์ โsample of PRsโ๋ ์ธก์ ๊ธฐ์ค์ด ์์ต๋๋ค. ๊ธฐ์ค์ด ์์ผ๋ฉด ruleset bypass์
enforce_admins์ํ๊ฐ ๋ฌด๊ธฐํ ์ ์ง๋ ์ ์์ต๋๋ค. backlog ์๊ณ๊ฐ, ๊ด์ธก ๊ธฐ๊ฐ, ๊ฒ์ฆํ PR ์์ ์ ์ฅ์ ๋ฒ์, ํ์ check ๋ชฉ๋ก์ ์ ์ํ์ญ์์ค. ๋ํ ์ฐํ ์ ์ ์ ํํ ruleset bypass-actor์enforce_admins๊ฐ์ ๋จผ์ ๊ธฐ๋กํ๊ณ , ๋ณต์ ํ ํด๋น ๊ฐ์ ๊ฒ์ฆํ์ญ์์ค.๐ค Prompt for AI Agents