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[PR #7080] [MERGED] feat(environment): serve creates whose answers show less than reads, and whole-object updates #7627

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opened 2026-11-03 13:39:12 +00:00 by bsakaguchi · 0 comments

bsakaguchi commented

2026-11-03 13:39:12 +00:00

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📋 Pull Request Information

Original PR: https://github.com/morluto/rea/pull/7080
Author: @earakely-scale
Created: 10/25/2026
Status: ✅ Merged
Merged: 10/25/2026
Merged by: @morluto

Base: main ← Head: feat/environment-write-views

📝 Commits (4)

2f807ef feat(environment): take created entities' read-backs and re-derived update members
421d241 docs(environment): record the write-views verification
dc4db90 fix(environment): reconcile write views without hiding contradictions
1cfc598 fix(environment): reject incompatible slug-only saves

📊 Changes

18 files changed (+1000 additions, -33 deletions)

View changed files

➕ docs/specs/agent-environments/write-views/plan.md (+8 -0)
➕ docs/specs/agent-environments/write-views/spec.md (+47 -0)
➕ docs/specs/agent-environments/write-views/tasks.md (+8 -0)
➕ docs/specs/agent-environments/write-views/verification.md (+48 -0)
📝 docs/web-network-captures.md (+18 -2)
📝 src/application/environment/environmentStateDerivedAnswer.test.ts (+75 -0)
📝 src/application/environment/environmentStateWriteAnswer.ts (+29 -7)
📝 src/domain/analysisView/environmentStateView.ts (+14 -1)
📝 src/domain/analysisView/environmentStateWriteApply.ts (+18 -2)
📝 src/domain/analysisView/environmentStateWriteCalls.ts (+41 -6)
📝 src/domain/analysisView/environmentStateWriteChanges.ts (+38 -1)
📝 src/domain/analysisView/environmentStateWriteCreate.ts (+57 -1)
📝 src/domain/analysisView/environmentStateWriteEffects.ts (+7 -3)
📝 src/domain/analysisView/environmentStateWriteObserve.ts (+37 -0)
📝 src/domain/analysisView/environmentStateWriteRules.ts (+6 -1)
➕ src/domain/analysisView/environmentStateWriteViews.test.ts (+172 -0)
📝 tests/boundary/mcp/environmentServeWritesMcp.test.ts (+85 -9)
➕ tests/fixtures/environmentStateWriteViews.ts (+292 -0)

📄 Description

Summary

Agents built environments from a prompt for five applications the prompt flow had never seen: Vikunja, Ghost, EspoCRM,
Paperless-ngx and Miniflux. Most of their creates and edits were withheld, and two write-model gaps accounted for most
of them:

A create's answer is another view of the entity than its reads.
- Paperless answers a tag create without the document_count its item read shows.
- EspoCRM answers a contact create without nine fields its item read shows.
- Ghost answers a tag create without the count its list shows.
- Vikunja answers a label create with clocks to the nanosecond where reads show whole seconds.
- The state built the new entity from the answer alone, so the read-back contradicted the create.
A whole-object update sends back what the application derives.
- Paperless's UI sends a tag's old slug with its new name, and the application slugs the name anew.
- Ghost's UI sends the updated_at it read, and the application stamps a new one.
- The update was withheld as unexplained-change, or its first call's value was pinned so later calls conflicted.

This PR handles both:

Read-backs. A create's observation takes fields from the first read of its entity before the next write
(observation.read). The read must otherwise agree with the answer.
- An item read lends the fields the answer lacks, plus its clock spellings, and then observes rather than checks.
- A list read only adds fields the answer lacks, and still checks the create.
- Serving merges the same recorded objects.
Re-derived members. A sent update member stored as a fresh clock, after the call sent back the held one, is a
clock rule. One stored as the slug of another member stored as sent is a slug rule.

Results on the same recordings, against main:

The held-out recordings serve 10 of their 20 targeted write tools instead of 8.
The held-out write tasks gain EspoCRM's contact create (0/3 to 1/3 with both models) and Paperless's tag rename with
GLM (1/3 to 2/3).
The 69 recorded captures serve the same 132 writes, and no write goes from served to withheld.

Part of #4933 (agent-environment projection, serving and export).

Problem and expected behavior

A create whose answer leaves out fields its read-back shows, or spells its clocks to another precision, should be
served with the fields reads show. It should still be answered in the application's answer shape.
A read-back that disagrees with the answer on any other value must still contradict the create.
An update that sends back the slug or modification time it read should be served with the application's re-derived
value, accepting any sent value for that member.
Plans that need none of this must not change.

Change and scope

Read-backs (environmentStateWriteCreate.ts, environmentStateWriteObserve.ts):
- withReadBack looks for the first read of the created id before the next write.
- An item read that disagrees on a value, other than a clock spelled to fewer fraction digits (respelledInstant),
  leaves the observation as it was.
- Otherwise withRead merges: item reads lend fields and clock spellings, list reads only add fields.
- Only an item read is marked observed, which keeps a list read checking the create.
Plan and schema (environmentStateWriteRules.ts, environmentStateView.ts): observation.read holds the
ordinal, pointer and shape of the read.
Serving (environmentStateWriteAnswer.ts): observedEntity merges the observation and its read with withRead.
Sent members (environmentStateWriteChanges.ts):
- sentRule learns a clock for a member sent back as the held clock and stored as a fresh clock near the call.
- It learns a slug for a member stored as the slug of another member stored as sent.
- Both are accepted with any value.
Docs and spec: docs/web-network-captures.md, and docs/specs/agent-environments/write-views/.

Not included: these follow-ups surfaced in the same recordings:

Paperless list envelopes that list every id (all).
Ghost tag lists that leave out created tags.
Vikunja's partial created_by in create answers.
Strict required members for whole-object PUTs recorded through a UI.

Contract and boundary impact

Semantic owner and earliest changed stage: the environment-state view's write plans
(src/domain/analysisView), and served write answers (src/application/environment).
Contribution scope fit and linked maintainer decision: within the existing environment-state write model. It
reads recorded captures only and adds no new target interaction.
CLI and MCP/tool-catalog contract:
- No tool or argument changes.
- environment-state write plans may carry observation.read, and update plans may carry clock and slug rules for
  sent members.
Provider, bridge, target-format, or platform compatibility: unchanged.
Evidence, artifact, provenance, or reconstruction contract:
- State views and bundles built by this version may hold observation.read. Earlier REA versions refuse it, because
  the schema is strict.
- Earlier views parse unchanged.
Target selection, authority, upstream behavior, and cleanup details: unchanged.
Generated metadata, package, or installation impact: none.

Expected effects:

Read existing files or captured data.
Launch or attach to a process.
Inject instrumentation or run scripts/code.
Change process memory, registers, files, or configuration.
Contact network services.
Recover protected code or work around protections.
Documentation or usability only; no target interaction.
Not sure yet; investigation or maintainer guidance needed.

Evidence and regression coverage

How the held-out recordings were made.

Claude Code (claude-sonnet-5-5) built each environment from a one-paragraph prompt on Ubuntu VMs, with REA at main
475f09d5 (skill v49).
Miniflux's first run produced no bundle: its API takes only Basic auth or an API key, which the recorder cannot
construct. Its second run was given an API key.
Every bundle rebuilt byte-identical and passed smoke. Retrieval passed 38/38 with gpt-oss and 27/38 with GLM.

Census, environment-state views on main and on this branch:

Captures	Served on main	Served here	Served to withheld
69 recorded	132	132	none
5 held-out (20 write tools with a target)	8	10	none

Now served:
- EspoCRM's contact create: its read-back adds nine fields the answer lacks.
- Paperless's tag edit: the stale slug is slugged anew from the name.
Past the read-back, withheld by other gaps:
- Paperless's tag create: its list's all member lists every id, which rendering does not model.
- Ghost's tag create and edit: the state does not list created tags in Ghost's tag lists.
Still contradicted: Vikunja's label create. Its item read-back shows a fully loaded created_by where the answer
showed a partial one, and that is a disagreement this PR deliberately keeps.

Served write tasks. The held-out round's write tasks, rebuilt from the same recordings with this branch:

Application	Main (gpt-oss, GLM)	This branch (gpt-oss, GLM)
EspoCRM contacts: create, update email, delete	0/3, 0/3	1/3, 1/3 (create)
Paperless tags: create, rename, delete	1/3, 1/3	1/3, 2/3 (rename with GLM)

gpt-oss's rename did not apply, and the cause is unconfirmed because its trajectory was not kept. A served PUT
requires every member the recorded call sent (about 14 here); GLM sent them all.

Tests added: each fails on main.

View:
- a create whose item read adds a count and respells its clock;
- a create whose only read-back is a list adding a count;
- a rename that sends a stale slug;
- two edits that send back the modification time they read.
Serving:
- a created tag answers in the application's answer shape and reads with the read-back's count;
- a created label lists with its count;
- a rename re-derives the slug from whatever slug is sent;
- an edit stamps a new modification time rather than storing the sent one.
Existing: the tests where a read-back that disagrees on a slug, or on a nested clock, still contradicts or still
restamps pass unchanged.

For evidence-bearing changes:

Observed, derived, and inferred claims remain distinguishable.
Artifact identity, source provenance, and failed attempts remain preserved.
Unsupported, incomplete, unavailable, or uncertain outcomes remain visible.

Validation performed

Review follow-up (`dc4db9081`, `1cfc598b6`)

Reconcile compatible slug/echo and clock/held-clock saves in either recording order. Check earlier slug-only calls too: without the source, serving keeps the field, so a recorded change contradicts the rule.
Keep item read-back omissions as contradictory evidence; compare clock fractions through nanoseconds at the coarser recorded precision.
Preserve create-response clock precision independently of stored read-back precision.
macOS, Node 24.22.1, npm 11.16.0: npm run check passed; environment-state source tests passed (38 files, 1,040 tests); compiled served-writes MCP/serve CLI tests passed (2 files, 12 tests). docs:check passed at dc4db9081; documentation is unchanged in the second fix.
Seven regression cases failed on the original PR head. The additional changed-slug-only case failed at dc4db9081. MCP SDK coverage verifies incompatible slug-only tools are withheld in either call order; unchanged slug-only saves remain covered as compatible.
Greptile reviewed 1cfc598b6 with no remaining findings (5/5). Codex re-review could not run because the integration reported insufficient review credits.
Coverage uses synthetic captures and the local CLI/MCP server. The real-application recording census and held-out agent tasks below were not rerun for these fixes.

Original author validation, before the review fixes:

Run on macOS with Node v24.22.1 at 421d2410 (main 8e6a9578 and this branch).

npm run check (build, typecheck, format, lint, typed lint, module boundaries, architecture guards) and
npm run docs:check: passed.
npx vitest run --project domain --project services --project adapters: 17,624 passed, 25 skipped, 1 failed ("stops
Inspector target authorization after the current stat settles"), which fails the same way on main in this environment.
npm run test:focused -- the analysis-view, environment build, compare, export and serve CLI boundaries, the
analysis-view, environment bundle, serve and served-writes MCP boundaries, tool schema validity, output schema profile
and MCP schema validation: 12 files, 106 passed.
The environment domain and application tests: 1,742 passed.

Compatibility, safety, and release

Breaking changes or migration steps: none for callers. Bundles and state views built by this version need it or
later to serve.
Real Hopper/Ghidra, browser, or OS coverage: recordings from real applications on Ubuntu 24.04. Gates ran on
macOS.
Package or release metadata impact: none.
Security, privacy, process, or containment review: reads recorded captures only.

Author readiness

Human owner:

I reviewed the final diff and relevant existing code, understand the change and its edge cases, and take responsibility for the complete PR, including AI-assisted work.
I checked the evidence above, confirmed it supports the current change, and recorded meaningful validation gaps.
I declare this PR ready for initial maintainer review.

Before merge

This PR addresses a concrete problem or an agreed enhancement.
Material scope and authority questions are resolved, and any required maintainer scope decision covers the final diff.
The PR has one focused outcome and the title follows type(scope): outcome.
Related issue is linked, or the reason for not linking one is stated above.
Tests cover changed observable behavior and meaningful failure paths.
Owning docs, contracts, and generated metadata are updated where needed.
User-visible CLI/MCP changes include representative output.
I checked the final diff for secrets, unrelated cleanup, and unsupported claims.

🤖 Generated with Claude Code

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/morluto/rea/pull/7080 **Author:** [@earakely-scale](https://github.com/earakely-scale) **Created:** 10/25/2026 **Status:** ✅ Merged **Merged:** 10/25/2026 **Merged by:** [@morluto](https://github.com/morluto) **Base:** `main` ← **Head:** `feat/environment-write-views` --- ### 📝 Commits (4) - [`2f807ef`](https://github.com/morluto/rea/commit/2f807efb8617fa0e2b256021e11d8df7bd744e13) feat(environment): take created entities' read-backs and re-derived update members - [`421d241`](https://github.com/morluto/rea/commit/421d24100607e1ffaac1a904af52e76f48d8d213) docs(environment): record the write-views verification - [`dc4db90`](https://github.com/morluto/rea/commit/dc4db908123e397bedb9dde9471052c2bbcbafec) fix(environment): reconcile write views without hiding contradictions - [`1cfc598`](https://github.com/morluto/rea/commit/1cfc598b6ebcfb85b7821c348358c47107f00424) fix(environment): reject incompatible slug-only saves ### 📊 Changes **18 files changed** (+1000 additions, -33 deletions) <details> <summary>View changed files</summary> ➕ `docs/specs/agent-environments/write-views/plan.md` (+8 -0) ➕ `docs/specs/agent-environments/write-views/spec.md` (+47 -0) ➕ `docs/specs/agent-environments/write-views/tasks.md` (+8 -0) ➕ `docs/specs/agent-environments/write-views/verification.md` (+48 -0) 📝 `docs/web-network-captures.md` (+18 -2) 📝 `src/application/environment/environmentStateDerivedAnswer.test.ts` (+75 -0) 📝 `src/application/environment/environmentStateWriteAnswer.ts` (+29 -7) 📝 `src/domain/analysisView/environmentStateView.ts` (+14 -1) 📝 `src/domain/analysisView/environmentStateWriteApply.ts` (+18 -2) 📝 `src/domain/analysisView/environmentStateWriteCalls.ts` (+41 -6) 📝 `src/domain/analysisView/environmentStateWriteChanges.ts` (+38 -1) 📝 `src/domain/analysisView/environmentStateWriteCreate.ts` (+57 -1) 📝 `src/domain/analysisView/environmentStateWriteEffects.ts` (+7 -3) 📝 `src/domain/analysisView/environmentStateWriteObserve.ts` (+37 -0) 📝 `src/domain/analysisView/environmentStateWriteRules.ts` (+6 -1) ➕ `src/domain/analysisView/environmentStateWriteViews.test.ts` (+172 -0) 📝 `tests/boundary/mcp/environmentServeWritesMcp.test.ts` (+85 -9) ➕ `tests/fixtures/environmentStateWriteViews.ts` (+292 -0) </details> ### 📄 Description ## Summary Agents built environments from a prompt for five applications the prompt flow had never seen: Vikunja, Ghost, EspoCRM, Paperless-ngx and Miniflux. Most of their creates and edits were withheld, and two write-model gaps accounted for most of them: - **A create's answer is another view of the entity than its reads.** - Paperless answers a tag create without the `document_count` its item read shows. - EspoCRM answers a contact create without nine fields its item read shows. - Ghost answers a tag create without the `count` its list shows. - Vikunja answers a label create with clocks to the nanosecond where reads show whole seconds. - The state built the new entity from the answer alone, so the read-back contradicted the create. - **A whole-object update sends back what the application derives.** - Paperless's UI sends a tag's old `slug` with its new name, and the application slugs the name anew. - Ghost's UI sends the `updated_at` it read, and the application stamps a new one. - The update was withheld as `unexplained-change`, or its first call's value was pinned so later calls conflicted. This PR handles both: 1. **Read-backs.** A create's observation takes fields from the first read of its entity before the next write (`observation.read`). The read must otherwise agree with the answer. - An item read lends the fields the answer lacks, plus its clock spellings, and then observes rather than checks. - A list read only adds fields the answer lacks, and still checks the create. - Serving merges the same recorded objects. 2. **Re-derived members.** A sent update member stored as a fresh clock, after the call sent back the held one, is a `clock` rule. One stored as the slug of another member stored as sent is a `slug` rule. **Results on the same recordings, against main:** - The held-out recordings serve 10 of their 20 targeted write tools instead of 8. - The held-out write tasks gain EspoCRM's contact create (0/3 to 1/3 with both models) and Paperless's tag rename with GLM (1/3 to 2/3). - The 69 recorded captures serve the same 132 writes, and no write goes from served to withheld. Part of #4933 (agent-environment projection, serving and export). ## Problem and expected behavior - A create whose answer leaves out fields its read-back shows, or spells its clocks to another precision, should be served with the fields reads show. It should still be answered in the application's answer shape. - A read-back that disagrees with the answer on any other value must still contradict the create. - An update that sends back the slug or modification time it read should be served with the application's re-derived value, accepting any sent value for that member. - Plans that need none of this must not change. ## Change and scope - **Read-backs** (`environmentStateWriteCreate.ts`, `environmentStateWriteObserve.ts`): - `withReadBack` looks for the first read of the created id before the next write. - An item read that disagrees on a value, other than a clock spelled to fewer fraction digits (`respelledInstant`), leaves the observation as it was. - Otherwise `withRead` merges: item reads lend fields and clock spellings, list reads only add fields. - Only an item read is marked observed, which keeps a list read checking the create. - **Plan and schema** (`environmentStateWriteRules.ts`, `environmentStateView.ts`): `observation.read` holds the `ordinal`, `pointer` and `shape` of the read. - **Serving** (`environmentStateWriteAnswer.ts`): `observedEntity` merges the observation and its read with `withRead`. - **Sent members** (`environmentStateWriteChanges.ts`): - `sentRule` learns a `clock` for a member sent back as the held clock and stored as a fresh clock near the call. - It learns a `slug` for a member stored as the slug of another member stored as sent. - Both are accepted with any value. - **Docs and spec:** `docs/web-network-captures.md`, and `docs/specs/agent-environments/write-views/`. **Not included:** these follow-ups surfaced in the same recordings: - Paperless list envelopes that list every id (`all`). - Ghost tag lists that leave out created tags. - Vikunja's partial `created_by` in create answers. - Strict required members for whole-object `PUT`s recorded through a UI. ## Contract and boundary impact - **Semantic owner and earliest changed stage:** the environment-state view's write plans (`src/domain/analysisView`), and served write answers (`src/application/environment`). - **Contribution scope fit and linked maintainer decision:** within the existing environment-state write model. It reads recorded captures only and adds no new target interaction. - **CLI and MCP/tool-catalog contract:** - No tool or argument changes. - `environment-state` write plans may carry `observation.read`, and update plans may carry `clock` and `slug` rules for sent members. - **Provider, bridge, target-format, or platform compatibility:** unchanged. - **Evidence, artifact, provenance, or reconstruction contract:** - State views and bundles built by this version may hold `observation.read`. Earlier REA versions refuse it, because the schema is strict. - Earlier views parse unchanged. - **Target selection, authority, upstream behavior, and cleanup details:** unchanged. - **Generated metadata, package, or installation impact:** none. Expected effects: - [x] Read existing files or captured data. - [ ] Launch or attach to a process. - [ ] Inject instrumentation or run scripts/code. - [ ] Change process memory, registers, files, or configuration. - [ ] Contact network services. - [ ] Recover protected code or work around protections. - [ ] Documentation or usability only; no target interaction. - [ ] Not sure yet; investigation or maintainer guidance needed. ## Evidence and regression coverage **How the held-out recordings were made.** - Claude Code (`claude-sonnet-5-5`) built each environment from a one-paragraph prompt on Ubuntu VMs, with REA at main `475f09d5` (skill v49). - Miniflux's first run produced no bundle: its API takes only Basic auth or an API key, which the recorder cannot construct. Its second run was given an API key. - Every bundle rebuilt byte-identical and passed smoke. Retrieval passed 38/38 with gpt-oss and 27/38 with GLM. **Census, environment-state views on main and on this branch:** | Captures | Served on main | Served here | Served to withheld | | --- | --- | --- | --- | | 69 recorded | 132 | 132 | none | | 5 held-out (20 write tools with a target) | 8 | 10 | none | - **Now served:** - EspoCRM's contact create: its read-back adds nine fields the answer lacks. - Paperless's tag edit: the stale slug is slugged anew from the name. - **Past the read-back, withheld by other gaps:** - Paperless's tag create: its list's `all` member lists every id, which rendering does not model. - Ghost's tag create and edit: the state does not list created tags in Ghost's tag lists. - **Still contradicted:** Vikunja's label create. Its item read-back shows a fully loaded `created_by` where the answer showed a partial one, and that is a disagreement this PR deliberately keeps. **Served write tasks.** The held-out round's write tasks, rebuilt from the same recordings with this branch: | Application | Main (gpt-oss, GLM) | This branch (gpt-oss, GLM) | | --- | --- | --- | | EspoCRM contacts: create, update email, delete | 0/3, 0/3 | 1/3, 1/3 (create) | | Paperless tags: create, rename, delete | 1/3, 1/3 | 1/3, 2/3 (rename with GLM) | - gpt-oss's rename did not apply, and the cause is unconfirmed because its trajectory was not kept. A served `PUT` requires every member the recorded call sent (about 14 here); GLM sent them all. **Tests added:** each fails on main. - **View:** - a create whose item read adds a count and respells its clock; - a create whose only read-back is a list adding a count; - a rename that sends a stale slug; - two edits that send back the modification time they read. - **Serving:** - a created tag answers in the application's answer shape and reads with the read-back's count; - a created label lists with its count; - a rename re-derives the slug from whatever slug is sent; - an edit stamps a new modification time rather than storing the sent one. - **Existing:** the tests where a read-back that disagrees on a slug, or on a nested clock, still contradicts or still restamps pass unchanged. For evidence-bearing changes: - [ ] Observed, derived, and inferred claims remain distinguishable. - [ ] Artifact identity, source provenance, and failed attempts remain preserved. - [ ] Unsupported, incomplete, unavailable, or uncertain outcomes remain visible. ## Validation performed ### Review follow-up (`dc4db9081`, `1cfc598b6`) - Reconcile compatible slug/echo and clock/held-clock saves in either recording order. Check earlier slug-only calls too: without the source, serving keeps the field, so a recorded change contradicts the rule. - Keep item read-back omissions as contradictory evidence; compare clock fractions through nanoseconds at the coarser recorded precision. - Preserve create-response clock precision independently of stored read-back precision. - macOS, Node 24.22.1, npm 11.16.0: `npm run check` passed; environment-state source tests passed (38 files, 1,040 tests); compiled served-writes MCP/serve CLI tests passed (2 files, 12 tests). `docs:check` passed at `dc4db9081`; documentation is unchanged in the second fix. - Seven regression cases failed on the original PR head. The additional changed-slug-only case failed at `dc4db9081`. MCP SDK coverage verifies incompatible slug-only tools are withheld in either call order; unchanged slug-only saves remain covered as compatible. - Greptile reviewed `1cfc598b6` with no remaining findings (5/5). Codex re-review could not run because the integration reported insufficient review credits. - Coverage uses synthetic captures and the local CLI/MCP server. The real-application recording census and held-out agent tasks below were not rerun for these fixes. **Original author validation, before the review fixes:** Run on macOS with Node v24.22.1 at `421d2410` (main `8e6a9578` and this branch). - `npm run check` (build, typecheck, format, lint, typed lint, module boundaries, architecture guards) and `npm run docs:check`: passed. - `npx vitest run --project domain --project services --project adapters`: 17,624 passed, 25 skipped, 1 failed ("stops Inspector target authorization after the current stat settles"), which fails the same way on main in this environment. - `npm run test:focused --` the analysis-view, environment build, compare, export and serve CLI boundaries, the analysis-view, environment bundle, serve and served-writes MCP boundaries, tool schema validity, output schema profile and MCP schema validation: 12 files, 106 passed. - The environment domain and application tests: 1,742 passed. ## Compatibility, safety, and release - **Breaking changes or migration steps:** none for callers. Bundles and state views built by this version need it or later to serve. - **Real Hopper/Ghidra, browser, or OS coverage:** recordings from real applications on Ubuntu 24.04. Gates ran on macOS. - **Package or release metadata impact:** none. - **Security, privacy, process, or containment review:** reads recorded captures only. ## Author readiness Human owner:  - [ ] I reviewed the final diff and relevant existing code, understand the change and its edge cases, and take responsibility for the complete PR, including AI-assisted work. - [ ] I checked the evidence above, confirmed it supports the current change, and recorded meaningful validation gaps. - [ ] I declare this PR ready for initial maintainer review. ## Before merge - [ ] This PR addresses a concrete problem or an agreed enhancement. - [ ] Material scope and authority questions are resolved, and any required maintainer scope decision covers the final diff. - [ ] The PR has one focused outcome and the title follows `type(scope): outcome`. - [ ] Related issue is linked, or the reason for not linking one is stated above. - [ ] Tests cover changed observable behavior and meaningful failure paths. - [ ] Owning docs, contracts, and generated metadata are updated where needed. - [ ] User-visible CLI/MCP changes include representative output. - [ ] I checked the final diff for secrets, unrelated cleanup, and unsupported claims. 🤖 Generated with [Claude Code](https://claude.com/claude-code) --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

bsakaguchi

2026-11-03 13:39:12 +00:00

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