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76ee5d0886 |
fix(evals): preserve singleton reports and pin reviewed chat repairs (#18749)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The chat eval lane runs selected cases from one immutable candidate. > - The finalizer must authenticate every original projection and publication. > - The pinned artifact action places one matched artifact at the download root. > - The finalizer expects named child directories, so a valid one-case run fails before final coverage verification. > - This PR supports both valid layouts and binds one reviewed repair candidate. > - The lane keeps exact selection, source, digest and publication checks. ## Linked Issues or Issue Description Refs: #18740, #18736, #18742, #18734, #18717. This PR is a proposed replacement for the source pin in #18740. That PR remains open. The evaluated candidate contains all five repairs from that prior cut and five further reviewed repair conditions. The product PRs remain unmerged. Merge authority for this replacement is pending; this PR does not dispatch a run. A completed one-case run has a verified original PASS and a verified publication. Its final aggregate fails because the pinned artifact action flattens a single matched artifact. The same path assumption also affects the later publication verifier. The final checks must still run; the repair must preserve their identity and digest checks. ## What Changed - Bind the finite candidate `ab2019e976076ec0eb60b026844f3d9211cb0208` through the manifest and exact descriptor snapshot. - Retain the original 244 case identities and the explicit cumulative definition overrides. Keep the historical definition source separate from the current candidate. - Add the reviewed source dependencies for real hire-review readiness and the strict later-human-intent review overlay from unmerged #18742. Preserve all original clocks, queries and model settings. Keep the earlier Studio144 accounting change explicit. - Document one current target and identify the prior Source5 cut as unmeasured. - Preserve named singleton download destinations for both bundles and publications. Authenticate every bundle before gathering its safe projection. Reject mixed, foreign, missing and symbolic-link layouts. Accept only the producer's exact closed once-marker schema. Do not export or upload results again. ## Verification - Candidate controls: 217 pure checks in 13 files; 242 real factory declarations with zero fixture callbacks; 42 admission controls; unchanged 506-input SDK registry; focused actual database-row type check. - Combined trusted pin and layout controls: 124 Node checks in seven real files, plus source-byte closure for all 244 singleton evidence policies. The unchanged parent reproduces both layout failures. Actual producer-marker, multi-case and malformed-layout controls pass. - The two actual PostgreSQL route regressions on core #18742 head `61996a96dd09e90a5788e8711a94fc5ae631f425` ran and passed. That core PR remains unmerged. This is not chat-case acceptance. - The independent layout logic peer and the whole final eight-path PR source peer passed. Current-head CI completed with 48 successful jobs and one skip. Both required checks passed. All 60 exact-head checks completed: 55 success, two neutral and three skipped. The separate Windows Rust check passed. Greptile and Paperclip Review both scored 5/5, with no unresolved threads. - The optional raw-order note is [disposed with source evidence](https://github.com/paperclipai/paperclip/pull/18749#issuecomment-6598680442). The admitted selector writes canonical order before hashing. A changed raw order fails closed before copying. The checked code remains unchanged. - Full local candidate typecheck and build are not claimed. Installed workspace dependency gaps prevent that full local check. The existing remote source and build preflight must pass before a native query. - No new model run or TestOps upload was used to prepare this PR. Prior attempts and grades stay unchanged. ## Risks A permissive layout repair could hide missing or foreign publications. Exact selected names, singleton counts, source identities, hashes and final readback checks must remain enforced. The layout helper must reject symbolic links and mixed shapes. The active default-branch ruleset requires CODEOWNERS review for the workflow. Normal merge is currently blocked on that review. This PR does not enable auto-merge, change branch rules or dispatch an eval. The candidate contains explicit unmerged product overlays. It is not a core release or a full-catalog qualification. The other five SDK cases remain held. SDK115 completion remains unknown. Provider quota failures are not fixed by the skill observer change. No credentials, caps, runner permissions or workflow admission references are added. ## Model Used OpenAI `gpt-6.1-sol`, with code execution, tool use and independent agent source review. The host does not expose the exact context window. No model eval was run to prepare this PR. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes:` / `Closes:` / `Refs:` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub links) - [x] My branch name describes the change and contains no internal ticket id - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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2aeceb963d |
fix(evals): pin reviewed Source4 chat repair candidate (#18736)
## Thinking Path > - Paperclip manages AI agents and their work. > - The chat catalog checks real user journeys through a fixed candidate. > - The current candidate retains several known fixture and observer defects. > - A new source must bind each repaired declaration before paid work starts. > - This pull request pins the reviewed Source4 candidate and its exact descriptor snapshot. > - The next measurements can test those repairs without changing old results or relaxing private evidence guards. ## Linked Issues or Issue Description Refs #18726. Related core changes remain separate and unmerged: #18717 and #18734. **What happened?** The active lane still uses Source3. It cannot test the accepted primary, app review, CLI, timeline, plan review, hire fixture and SDK input repairs. Old results must remain historical. **Expected behavior** The trusted lane must bind the new immutable candidate, all 244 case identities, exact current declarations and private source hashes. It must retain the original definition provenance and explain changed conditions. **Steps to reproduce** 1. Compare the current manifest with candidate `51ef450754370c8a8f2cbe4bd18e1536bbc93966`. 2. Check each of its 242 declarations against the checked descriptor snapshot. 3. Run the focused manifest, contract and reconciliation controls. Run the selected real cases only after normal source delivery and a fresh execution guard. ## What Changed - Pin candidate `51ef450754370c8a8f2cbe4bd18e1536bbc93966` and its exact descriptor snapshot. Keep all 244 identities and aliases. - Record cumulative original-to-current field overrides. Keep the original `de094` definition provenance and case limits. Studio144 retains its earlier explicit 2..3 accounting revision. - Record the reviewed SDK expected build-lock correction and the candidate-only full proposal disclosure from unmerged #18734. Keep compiler/parser/Zod identities, privacy guards and the other SDK holds. - Update the static owning controls and identify current versus historical sources in the lane guide. Runtime JavaScript, declarations, workflow permissions and private transfer code are unchanged in this PR. ## Verification - 47 focused Node controls passed: contract, manifest and idempotent reconciliation. - Candidate controls: 293 pure tests across 16 files passed. All 242 actual factory declarations and 42 admission controls passed without fixture callbacks. - The final candidate SDK registry check matched all 506 inputs. The actual Git launcher, checked snapshot, three private protocol files and all 244 singleton evidence policies matched. - The candidate product disclosure is byte-identical to the reviewed #18734 file. Its token gate passed. The separate core change retains 115 React controls. - Independent full PR and integration source review passed before publication. - Full local workspace typecheck, application build and model execution were not run for this pin. The existing workspace dependency limitations remain recorded. Latest-head CI `41586212647` passed on attempt 1: 48 passed and 1 skipped. Both required checks passed. Greptile reviewed the exact head at 5/5 with no open threads. ## Risks - These are new candidate measurements. A source-qualified repair does not prove a user journey passed. - SDK115 must first pass real admission with its original 300-second/one-native limit. The other five SDK cases and plugin558 canary certificates remain held. - The CLI parser rejects unresolved placeholders and foreign values. It executes the actual returned commands without substitutions. The old failed command remains failed. - The core guidance and review-card PRs remain unmerged. This pin changes neither core merge authority nor the previous full-catalog acceptance gate. - A running Source3 launch remains pinned to its immutable controller and candidate. The next model wave must wait for terminal accounting and cleanup guards. ## Model Used OpenAI `gpt-6.1-sol`, with code execution, tool use and independent agent source review. The host does not expose the exact context window. No model eval was run to prepare this PR. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge |
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4461905b92 |
fix(evals): bind repair launcher and Source3 candidate contracts (#18726)
## Thinking Path > - Paperclip manages AI agents and their work. > - The private chat catalog tests real user requests through TestOps and AWS. > - Each test must bind its immutable candidate and private evidence owner before it receives model credentials. > - The previous source pin changed the candidate launcher but kept the old launcher digest in the full-catalog evidence policy. > - The private guard rejected the 23-case launch before any original test or model-key step began. > - This pull request binds the full-catalog launcher to its reviewed candidate and selects the next reviewed repair source. > - The result is an explicit source contract for new measurements, with the old grades and privacy gates preserved. ## Linked Issues or Issue Description Refs #18721. Related: #18710 and #18717. The core guidance PR #18717 remains unmerged. A duplicate search found no open PR for this launcher binding defect. **What happened?** The full-catalog evidence policy used the legacy pilot launcher digest after the candidate launcher changed. All first eight case jobs failed the private binding step. Their original Execute and model-key steps were skipped. The operator cancelled the remaining jobs once. This was an operational failure, not a feature result. **Expected behavior** Every singleton policy must use the launcher digest from the same reviewed manifest as the immutable full-catalog target. A final source check must compare the digest and private protocol files with the exact Git target before submission. **Steps to reproduce** Compare the old evidencePolicy digest with launch.ts from target |
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fea6163811 |
test(evals): pin synchronized chat repair declarations and definitions (#18721)
## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work.
> - The chat catalog runs a fixed candidate through the trusted TestOps
lane.
> - The first repair source exposed fixture, observation and
evidence-readiness defects.
> - Changed declarations also need matching static runtime descriptors.
> - This pull request pins one corrected candidate and records each
changed definition.
> - New measurements keep their source and original outcomes separate
from past results.
## Linked Issues or Issue Description
Refs: #18710, #18693, #18680, #18647.
**What happened?**
The first repair candidate left five static descriptors out of sync with
its actual declarations. The real no-callback admission check rejects
them. A five-case attempt was cancelled before any case or model step.
The earlier pin note overstated remote coverage: importing the catalog
did not load every actual factory.
**Expected behavior**
Every repaired declaration must pass the real factory admission check
before a new batch. The trusted pin must record exact source and
definition changes. Existing case identities, prior measurements and the
full-catalog pass gate must remain intact.
**Steps to reproduce**
Run `node --import ./cli/node_modules/tsx/dist/loader.mjs
tests/runner-e2e/chat-catalog-consistency.ts` on the old candidate. It
rejects five declarations. The corrected candidate admits all 242
declarations without invoking a fixture. The existing legacy-cell
scoring and selection controls also pass.
## What Changed
- Pin candidate `36dff2eab3dfb6de6efb4fd2ce6c1a58f8a5f383`. Its
[candidate-only
delta](https://github.com/paperclipai/paperclip/compare/9ab0f951a5b5990c266ef4456610e0a0775aa334...36dff2eab3dfb6de6efb4fd2ce6c1a58f8a5f383)
remains separate from master application code.
- Record the real descriptor digest and all 19 declaration-field changes
across 18 cases. Check them against the exact candidate static
descriptor snapshot, including setup policies. The runtime loader still
rejects drift.
- Keep original definition values and record 19 manifest-field changes
across 15 cases. These include the clarified Fast response request,
reviewed goal/skill navigation outcomes, and scoped oracle/source
ownership changes.
- Keep unchanged all 244 ordered identities, model, case clocks,
native-run bounds, private evidence rules, workflows and reporting
authority. The original ledger and historical results are unchanged.
- Require actual factory admission and legacy controls before each
repair-batch GO. SDK audit capture remains private diagnosis only; it
does not waive scanner rejection or qualify the other SDK cases.
## Verification
- Candidate focused controls: 561 passed across 32 pure test files.
- Real lazy factory admission: 242 declarations passed, with zero
fixture callbacks. The prior source failed 18 declarations before
descriptor sync. The two-file admission and legacy scoring suite passed
all 42 controls.
- Trusted manifest, reconciliation and adapter controls: 38 passed.
Contract and dispatch controls: 23 passed.
- Independent source reviews cover the repair slices, descriptor sync
and this metadata pin.
- `git diff --check` passed.
- No local app, DB, native or model run was started for this metadata
PR. Full harness typecheck/build is not qualified: existing workspace
dependency errors remain outside these pure checks. The established
credential-free remote Runner build is still required before paid
queries. It does not typecheck the full harness graph.
- Initial head
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e5e22148e4 |
test(evals): pin the reviewed chat catalog fixture repairs (#18710)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The chat catalog uses a trusted TestOps workflow and an immutable candidate source. > - The retained first pass found fixture failures before real feature work could start. > - Candidate repairs must use the same source checks as the original lane. > - This pull request advances only the fixed catalog target and its source note. > - New AWS measurements keep the original case queries, limits, graders and reporting path. ## Linked Issues or Issue Description Refs: #18542, #18647, #18680, #18693. **What happened?** The full-catalog lane remains pinned to the original candidate. A repair candidate cannot run through the trusted TestOps selection without a reviewed pin change. **Expected behavior** TestOps must select the reviewed immutable repair source. It must keep the existing case identities, model, clocks, private evidence controls and original grading. **Steps to reproduce** Inspect the full-catalog target in the manifest. The trusted contract uses that exact commit for selection, source checks, build and export. ## What Changed - Advance the immutable full-catalog target to [`9ab0f951a5b5990c266ef4456610e0a0775aa334`](https://github.com/paperclipai/paperclip/commit/9ab0f951a5b5990c266ef4456610e0a0775aa334). [Candidate-only delta](https://github.com/paperclipai/paperclip/compare/3b66c3c144360ddf32714a0742fd774b8ceafb16...9ab0f951a5b5990c266ef4456610e0a0775aa334). - Preserve all original queries and limits. Record company observer source ownership and the secret-entry v2 oracle as explicit metadata overrides against the original definition source. - Explain SDK staging, scoped human membership, original-clock observation and exact controller-secret baseline conditions. Preserve the original failed measurements. - Leave the application and held core fixes off master. This change does not copy the candidate app or catalog implementation to master. ## Verification - Candidate integration: 167 focused pure tests passed for SDK custody, membership, feature and privacy controls. - Trusted target consumers: 46 manifest, full-catalog adapter and dispatch contract tests passed. - The candidate has no diff to the original YAML queries or descriptor bytes. - `git diff --check` passed. - Local full typecheck, application build, DB and model execution were not run for this two-file pin change. Worker typecheck attempts hit existing missing workspace dependencies and are not recorded as passes. The trusted AWS source check and build must pass before any native query. It imports the real candidate catalog and checks every descriptor before provider access. It does not typecheck all harness TypeScript files. - Initial CI41563164012 passed48 jobs with1 skip. A later review requested the exact target assertion; the valid-SHA mutant is now rejected. Corrected-head CI41564795118 passed48 jobs with1 skip on2226f093. Both required checks passed. Greptile and the follow-up source review are5/5 with no unresolved threads. No new candidate case result is claimed here. ## Risks A new fixture condition can change a measured outcome. Each result records the actual candidate and trusted workflow revision. Original failed measurements remain unchanged. The model, case bounds, independent feature requirements, private custody, reporting identities and automatic retry count remain fixed. This pin applies to future full-catalog runs, so operators must not infer that every catalog case has been qualified. The inherited source-ref label is not source authority; the exact checked commit is authoritative. ## Model Used OpenAI GPT-6.1 Sol (`gpt-6.1-sol`) with reasoning, source editing and tool use. The exact context window is not exposed by this session. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes:` / `Closes:` / `Refs:` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub references) - [x] My branch name describes the change and contains no internal Paperclip ticket id - [x] I have run focused tests locally and they pass - [x] I have added or updated tests where applicable; the existing target consumers cover this data-only change - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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774ddc7271 |
test(evals): add the full chat catalog to TestOps (#18542)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Chat feature evaluations check real user requests through the product. > - The YAML catalog has 244 scenarios, but the shipped TestOps completion route selects only three. > - The preserved catalog already supplies the execution mappings and independent oracles. > - A larger TestOps plan needs exact identities, bounded selection and source-bound private evidence. > - This pull request adds that plan route without merging the catalog app into master or replacing its grades. > - Users can run the full catalog or a selected subset and see the actual outcome and prerequisites. ## Linked Issues or Issue Description Refs: #18516 and #18515. This extends their completion pilot and reuses its trusted reporting path. **What existing behavior does this improve?** The existing three-case TestOps completion workflow. **Current behavior** The remaining catalog scenarios cannot be selected through that TestOps job. The one-case backlog plan has a separate strict singleton contract. **Proposed behavior** A separate candidate-scoped plan maps all 244 scenarios. Existing case aliases, jobs, plans and result history stay intact. Registration is distinct from a measured pass. ## What Changed - Add a source-derived 244-row manifest. It binds the 242 domain descriptors and two legacy tasks to the unchanged YAML queries, contexts, outcomes and original bounds. The JSON snapshot avoids importing the unmerged domain tree into master. - Reconcile exact case identities and a dedicated full-catalog plan. Reuse legacy aliases, including the existing backlog case, without renaming them. Preserve history and stop on conflicting aliases or uncertain writes. - Extend the shared completion adapter with a separate trusted full-catalog workflow context. Return a compact observed binding that fits one 48 KB protected variable. Keep the three-case pilot contract intact. - Add a fixed-source manual workflow. Small selections run serially. Larger selections allow eight independent workers and one serial external-input worker. Each worker and report reader keeps a singleton approval and exact-key AWS session. The eight-cell private authority limit is unchanged. - Validate and merge metadata-only singleton projections before one protected Allure upload and complete paginated readback. Preserve failed originals and cleanup failures beside passed results. Keep screenshots and raw evidence private. - Discard a changing full-catalog page-count snapshot and retry within the same observer bounds. Malformed page fields still fail at once. A pass still needs one consistent exact selection and all final evidence checks. - Keep workflow source and app source separate. The full lane builds candidate `3b66c3c144360ddf32714a0742fd774b8ceafb16`. Its only changes from the existing `de0941835cc8f0d01c982574ee258e110babdbeb` pin are finite TestOps host admission and its offline test. This is not current-master app qualification. - Give full selections above three cases a bounded metadata-read allowance above the existing 120-second deadline ceiling. Readback has two upper bounds: at most twelve polls with five-second pauses, and a size-derived deadline of at most 374 seconds, whichever exhausts first. There is no guaranteed minimum wait or processing SLA. Small selections and pilot deadlines stay unchanged. Final identity, grade and evidence predicates stay intact. - Document the real readiness limits and setup path. Five coverage gaps, six evidence exceptions, eighteen additional-credential declarations and thirty-seven external-input declarations overlap. They are not new pass claims. ## Verification - Related Node controls passed: pilot API and dispatch, 244-row manifest, idempotent reconciliation, full selection, three-page result readback, source guards and partition/output-size bounds. The latest ten adapter controls include the actual registration receipt's variable-size limit and the real bootstrap facade's closed failure codes and privacy checks. - A deterministic 244-result replay with one second per HTTP response failed at the old deadline and now verifies after 127 virtual seconds. A three-second response replay still rejects at 375 virtual seconds. The full-lane allowance accounts for paginated reads and four-way result batches; it is not a guaranteed network SLA. All 55 related API/adapter controls pass. They also reproduce the changing-page-count failure before the fix, then verify the consistent snapshot. Permanently changing counts fail after twelve polls. A malformed numeric field still fails before a retry. - Owning export controls: 26 passed. They include all 244 synthetic carriers, mixed passed/failed originals, missing and foreign projections, privacy filtering and exact source binding. - Candidate host owner: 31 offline controls passed. The new finite-catalog case failed before admission changed. - Preserve two actual local regressions: canonical scenario provenance failed before its one-line fix; the full registration binding exceeded the variable limit before compact output. Both now pass. - Initial local harness setup attempts failed before test execution. The final narrow owner configuration avoids provider-bundle setup. - Full repository tests, build and typecheck were not run locally. Normal required PR CI provides the remote checks. - Owning TypeScript no-emit, actionlint, paid-workflow policy with unsafe controls, and diff checks passed. - Local tests used Node 26.4.0. These are synthetic source controls. No local app, database, native build or provider qualification ran. - CI [41307571776](https://github.com/paperclipai/paperclip/actions/runs/41307571776) on `23e518be` recorded one 15-second timeout in `attention-retention-work.test.ts:153`. All other ordinary leaves passed. The test used a fixed JavaScript date but its retention deadline comes from PostgreSQL `updatedAt`. The exact failing await and original SQL timestamp were not captured. The corrected pre-sync head’s server shard (2/12) passed on AWS in CI 41309030928. Current master independently fixed the same clock assumption in #18543; conflict resolution adopts that whole upstream file. No local PostgreSQL run or timeout increase was used. - Current-head normal CI [41463567187](https://github.com/paperclipai/paperclip/actions/runs/41463567187) passes all required checks on `fc6c2309cfc7d1e5a83f0a597c7fa1d2beb987e1`, with Greptile 5/5 and all review threads resolved. The final diff has 23 catalog files. Current master’s whole retention test is adopted; the redundant earlier test change is absent. The valid changing-page snapshot regression passes with all 55 related API/adapter controls. No new TestOps import or live evaluation has run for this change. After delivery, use metadata-only bootstrap and a three-case normal TestOps selection to verify the new route. Do not claim a new 244-case measurement. ## Risks - The app target remains the preserved catalog candidate. Each result records its target and workflow revisions. No old campaign ordinal, acceptance gate or core fix is changed. - Some mapped cases need private account configuration or have known source/evidence gaps. Their original checks and evidence rules can still fail. A registration does not establish readiness or success. - Whole-plan execution can take hours and spend provider and AWS money. Original per-case limits and zero retries remain. Unknown setup usage is not free. This PR does not run all 244 cases. - The raw private `SOURCE_REF` field retains the prior integration-lineage label. It is not a verified checked-out branch. The actual candidate checkout and all authority checks use immutable `3b66c3c144360ddf32714a0742fd774b8ceafb16`; public projections set `source.ref` to null. - TestOps has no atomic bulk upsert. Reconciliation retains partial progress and performs no automatic resend after an uncertain response. - The trusted inventory keeps a 12 MiB limit per public carrier file. The larger parser ceiling does not promise admission above that limit. The existing 244-case fixture produces a 1,359,465-byte normalized carrier; this is not a guarantee for future payload sizes. - Raw evidence remains under the existing private retention owner. Public GitHub artifacts and TestOps attachments contain only allowlisted metadata and availability receipts. - The new workflow needs the exact master entry in the existing runner group's selected-workflow list before a live run. No repository or runner-group visibility is broadened by this source change. ## Model Used OpenAI GPT-6.1 Sol (`gpt-6.1-sol`) assisted with implementation and independent source review, using code and tools. The host does not report the context-window size. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either linked existing issues or described the issue in-PR following the relevant issue template - [x] I have not referenced internal or instance-local Paperclip issues or links - [x] My branch name describes the change and contains no internal Paperclip ticket id - [x] I have run the relevant local controls and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |