{"data":{"items":[{"id":"0e049f03-923e-4eb1-9f23-8412524d1cfd","excerpt":"ci, license, docs: resolve issues #2, #3, #4 — ## **User description**\n## Summary\n\nCompletes the work tracked on branch `issues/#2,#3,#4` for three open issues:\n\n- **#2** — Replace broken `rust.yml` with a proper `ci.yml` workflow (fmt, clippy, build, test + cargo cache)\n- **#3** — Switch from GPL-3.0-or-later to dual ","url":"https://github.com/rmems/engram-parser/pull/6","role":"demand","weight":1.228865,"occurredAt":"2026-07-01T22:04:49.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"rmems/engram-parser","intent":"alternative_search","painScore":0.5285714,"sentiment":-0.5714286,"confidence":0.8039304,"matchedPatterns":["alternative_to","switching_from","product:github actions"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"ci, license, docs: resolve issues #2, #3, #4","body":"## **User description**\n## Summary\n\nCompletes the work tracked on branch `issues/#2,#3,#4` for three open issues:\n\n- **#2** — Replace broken `rust.yml` with a proper `ci.yml` workflow (fmt, clippy, build, test + cargo cache)\n- **#3** — Switch from GPL-3.0-or-later to dual MIT/Apache-2.0 (LICENSE files, Cargo.toml, SPDX headers, CHANGELOG)\n- **#4** — Add README boundary section with LIM-9 link, ecosystem table, CI/license badges, and development commands\n\n## Changes\n\n- Fixed 5 `clippy::manual_is_multiple_of` warnings blocking `-D warnings`\n- Ran `cargo fmt` across all source files\n- Deleted invalid `.github/workflows/rust.yml` (marketplace template stubs)\n- Added `.github/workflows/ci.yml` per issue #2 spec\n- Added `LICENSE-MIT`, `LICENSE-APACHE-2.0`, `CHANGELOG.md`\n- Updated `Cargo.toml` license field and authors\n- Added `// SPDX-License-Identifier: MIT OR Apache-2.0` to all `src/` and `tests/` files\n- Expanded README with Scope/Boundaries, Development, and License sections\n\n## Verification\n\n```bash\ncargo fmt --check\ncargo clippy --all-targets --all-features -- -D warnings\ncargo test --all-features\n```\n\nAll pass locally (5 integration tests + 1 doctest).\n\nCloses #2\nCloses #3\nCloses #4\n<!-- devin-review-badge-begin -->\n\n---\n\n<a href=\"https://app.devin.ai/review/limen-neural/engram-parser/pull/6\" target=\"_blank\">\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://static.devin.ai/assets/gh-open-in-devin-review-dark.svg?v=1\">\n    <img src=\"https://static.devin.ai/assets/gh-open-in-devin-review-light.svg?v=1\" alt=\"Open in Devin Review\">\n  </picture>\n</a>\n<!-- devin-review-badge-end -->\n\n\n\n___\n\n## **CodeAnt-AI Description**\n**Add CI, publish a dual license, and document the crate’s boundaries**\n\n### What Changed\n- Added GitHub Actions checks for formatting, linting, build, and tests on pull requests and pushes to `main`\n- Switched the crate from GPL-3.0-or-later to dual MIT/Apache-2.0 licensing and added the matching license files\n- Expanded the README with a clear scope/boundary section, crate ecosystem table, CI and license badges, and development commands\n\n### Impact\n`✅ Fewer broken changes reaching main`\n`✅ Easier reuse in MIT/Apache projects`\n`✅ Clearer guidance on what this crate does and does not cover`\n<details><summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n\n\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\n## Summary by CodeRabbit\n\n* **New Features**\n  * Added CI workflow for formatting/linting (warnings-as-errors), builds, and tests on pushes and pull requests.\n  * Introduced a safer F32 decoding API for GGUF tensor payloads.\n* **Documentation**\n  * Expanded README with scope/boundaries, development commands, and dual-license details.\n  * Added CHANGELOG with Unreleased notes and initial 0.1.0 release notes.\n* **Bug Fixes**\n  * Improved GGUF parsing validations and made parser error reporting more accurate (including expert range issues).\n* **Chores**\n  * Added dual MIT/Apache-2.0 licensing (including license files) and standardized SPDX headers; updated lint configuration.\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n<!-- Rovo Dev code review status -->\n---\nRovo Dev code review: <strong>Rovo Dev has reviewed this pull request</strong>\nAny suggestions or improvements have been posted as pull request comments.\n<!-- /Rovo Dev code review status -->\n\n","offTopic":true},{"id":"aa93e001-cb54-4879-98b2-a67580b2ebc3","excerpt":"feat: resolve open issues #4, #5, #6, #7 — ## **User description**\nThis PR resolves the four open issues in a single branch:\n\n- **#7** — switches the project license from GPL-3.0 to dual MIT/Apache-2.0.\n- **#6** — adds a GitHub Actions CI workflow for formatting, clippy, build, and test validation.\n- **#5** — introduce","url":"https://github.com/Limen-Neural/brainstem-daemon/pull/8","role":"demand","weight":1.224217,"occurredAt":"2026-06-24T12:56:48.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"Limen-Neural/brainstem-daemon","intent":"alternative_search","painScore":0.54,"sentiment":-0.6,"confidence":0.79494613,"matchedPatterns":["alternative_to","switching_from","product:github actions"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"feat: resolve open issues #4, #5, #6, #7","body":"## **User description**\nThis PR resolves the four open issues in a single branch:\n\n- **#7** — switches the project license from GPL-3.0 to dual MIT/Apache-2.0.\n- **#6** — adds a GitHub Actions CI workflow for formatting, clippy, build, and test validation.\n- **#5** — introduces a config-driven `ServiceRegistry` and refactors the binary into a `BrainstemDaemon` library runtime.\n- **#4** — documents the daemon's role, ownership boundaries, allowed/forbidden dependencies, and relationships to other projects.\n\nAll verification commands pass locally:\n- `cargo fmt --check`\n- `cargo clippy --all-targets --all-features -- -D warnings`\n- `cargo build --all-features`\n- `cargo test --all-features`\n\nCloses #4, closes #5, closes #6, closes #7\n<!-- devin-review-badge-begin -->\n\n<a href=\"https://app.devin.ai/review/limen-neural/brainstem-daemon/pull/8\" target=\"_blank\">\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://static.devin.ai/assets/gh-open-in-devin-review-dark.svg?v=1\">\n    <img src=\"https://static.devin.ai/assets/gh-open-in-devin-review-light.svg?v=1\" alt=\"Open in Devin Review\">\n  </picture>\n</a>\n<!-- devin-review-badge-end -->\n\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\n## Summary by CodeRabbit\n\n* **New Features**\n  * Added a config-driven service registry and a TOML-configured, headless daemon runtime.\n  * Refactored the daemon executable into a thin entry point with default config resolution.\n* **Bug Fixes**\n  * Improved configuration validation and startup failure messaging.\n  * Hardened tick processing with tick-rate limits, safer defaults for partial readout data, and resilient handling of publish errors.\n* **Documentation**\n  * Updated README and changelog with clarified ownership guidance and dual **MIT/Apache-2.0** licensing.\n* **CI / Chores**\n  * Added automated CI to run formatting checks, linting, builds, and tests.\n* **Tests**\n  * Added unit tests covering registry behavior and input/modulator decoding.\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n<!-- Rovo Dev code review status -->\n\nRovo Dev code review: <strong>Rovo Dev has reviewed this pull request</strong>\nAny suggestions or improvements have been posted as pull request comments.\n<!-- /Rovo Dev code review status -->\n\n\n___\n\n## **CodeAnt-AI Description**\n**Refactor the daemon into a library runtime with config-based services and updated project licensing**\n\n### What Changed\n- The daemon now runs through a shared library runtime, with the binary acting as a thin startup wrapper\n- Service registration can be defined in config, and disabled services are ignored\n- Startup now fails with clearer errors for invalid config paths, invalid tick rates, and spike IDs that do not fit the output format\n- Documentation now explains the daemon’s role, supported dependencies, and relationship to other projects\n- The project license moved from GPL-3.0 to dual MIT/Apache-2.0, and CI now checks formatting, linting, build, and tests\n\n### Impact\n`✅ Easier daemon configuration`\n`✅ Fewer startup failures from bad settings`\n`✅ Clearer licensing for reuse and distribution`\n<details><summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true},{"id":"86194420-b993-4460-9f66-ca6d5dffc68c","excerpt":"feat: add Mergify PR automation (size labels, auto-merge, stale management) — ## **User description**\n## Summary\n\n- **`.mergify.yml`** — 16-rule Mergify config: t-shirt size labelling (XS→XXL via `toggle_labels`), content labels (security/ci/docs/deps), review automation (reviewer request + stale review dismissal), aut","url":"https://github.com/DashFin-FarDb/financial-asset-relationship-db/pull/925","role":"demand","weight":1.1975259,"occurredAt":"2026-02-27T09:00:52.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"DashFin-FarDb/financial-asset-relationship-db","intent":"alternative_search","painScore":0.515,"sentiment":-0.5,"confidence":0.7904461,"matchedPatterns":["alternative_to","missing_feature","product:claude"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"feat: add Mergify PR automation (size labels, auto-merge, stale management)","body":"## **User description**\n## Summary\n\n- **`.mergify.yml`** — 16-rule Mergify config: t-shirt size labelling (XS→XXL via `toggle_labels`), content labels (security/ci/docs/deps), review automation (reviewer request + stale review dismissal), auto-merge for Dependabot/Snyk patch updates (gated on `check-success=Test Python 3.12`), and stale PR management (14-day threshold)\n- **`tests/unit/test_mergify_config.py`** — fixed `NameError` in `test_all_size_labels_are_unique` (missing `for` loop), added `pytestmark = pytest.mark.unit`, added 5 new test classes (25 new tests); all 48 unit tests pass\n- **`tests/integration/test_mergify_workflow.py`** — new file with `TestMergifyConfigIntegration` (6 cross-rule tests: tier continuity, no duplicate toggle labels, CI check name, bot exclusion, stale rule pairing); all 6 pass\n- **`docs/mergify.md`** — documentation for all rule groups and instructions for adding new rules\n\nCloses the valid parts of PR #606 without the unrelated source-file syntax errors.\n\n## Test plan\n\n- [x] `python3 -c \"import yaml; yaml.safe_load(open('.mergify.yml'))\"` — YAML valid\n- [x] `python3 -m py_compile tests/unit/test_mergify_config.py` — no syntax errors\n- [x] `python3 -m py_compile tests/integration/test_mergify_workflow.py` — no syntax errors\n- [x] `pytest tests/unit/test_mergify_config.py -v` — 48 passed\n- [x] `pytest tests/integration/test_mergify_workflow.py -v` — 6 passed\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n<!-- This is an auto-generated description by cubic. -->\n---\n## Summary by cubic\nAdds Mergify automation for PR size/content labels, review routing, CI-gated auto-merge, and stale management. Updates tests and docs, syncs stale-label behavior, and applies repo-wide formatting with style-only fixes.\n\n- New Features\n  - .mergify.yml with 16 rules: t‑shirt size labels (XS–XXL via toggle), content labels (security/ci/docs/deps), review automation, CI‑gated auto‑merge for Dependabot/Snyk (requires “Test Python 3.12”), and 14‑day stale handling.\n  - docs/mergify.md with guidance on all rule groups and how to add new rules.\n\n- Bug Fixes\n  - Broadened security workflow pattern to catch names like snyk‑scan.yml and codeql‑analysis.yml.\n  - Test cleanup and style-only fixes; added guard in integration tests for size tier continuity; synced docs to the updated 2‑day stale label removal threshold; ran pre-commit.ci auto-fixes.\n  - All tests pass: 47 unit + 40 integration.\n\n<sup>Written for commit 14ebd8370f1cc77d6ea5b1d0a395217bc2d5950d. Summary will update on new commits. <a href=\"https://cubic.dev/pr/DashFin-FarDb/financial-asset-relationship-db/pull/925\">Review in cubic</a></sup>\n\n<!-- End of auto-generated description by cubic. -->\n\n___\n\n## **CodeAnt-AI Description**\nAdd Mergify automation: size/content labels, review automation, auto-merge, stale management\n\n### What Changed\n- PRs are automatically labeled with a t-shirt size (size/XS → size/XXL) based on modified lines so reviewers immediately see expected review effort\n- PRs touching workflows, security files, docs, or dependency files receive persistent content labels (ci, security, documentation, dependencies)\n- Non-draft, non-bot PRs with no reviewers will automatically request a review from the maintainer; approvals are dismissed when new commits are pushed to PRs targeting main\n- Dependabot and Snyk bot patch updates will auto-merge (squash) when the CI job \"Test Python 3.12\" passes and other narrow safety conditions are met\n- Inactive PRs are marked stale after 14 days (label + comment) and the stale label is removed when activity resumes\n- Adds comprehensive unit and integration tests that validate the Mergify rules and a docs page explaining the automation and how to add rules\n\n### Impact\n`✅ Shorter review triage`\n`✅ Fewer manual merges for Dependabot/Snyk patch updates`\n`✅ Clearer stale PR status`\n<details>\n<summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true},{"id":"1db309e0-2842-42cb-bf76-4461ee220ad6","excerpt":"test: full test coverage, alignment verification, Docker CI (#16, #22, #27) — ## **User description**\n## Summary\n\nImplements comprehensive testing, alignment verification, and Docker CI infrastructure for issues #16, #22, and #27.\n\n## Changes\n\n### Issue #16: Testing and verification\n\n**BackendKernel Error Handling:**\n-","url":"https://github.com/rmems/grok-ozempic/pull/29","role":"demand","weight":1.0354224,"occurredAt":"2026-06-24T11:01:45.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"rmems/grok-ozempic","intent":"alternative_search","painScore":0.49857143,"sentiment":-0.5714286,"confidence":0.69093966,"matchedPatterns":["alternative_to","product:docker"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"test: full test coverage, alignment verification, Docker CI (#16, #22, #27)","body":"## **User description**\n## Summary\n\nImplements comprehensive testing, alignment verification, and Docker CI infrastructure for issues #16, #22, and #27.\n\n## Changes\n\n### Issue #16: Testing and verification\n\n**BackendKernel Error Handling:**\n- Added `GrokOzempicError::BackendNotAvailable(String)` error variant\n- Changed `BackendKernel` trait to return `Result<T, GrokOzempicError>` for all 5 methods\n- Replaced `MyelinBackend::unimplemented!()` with structured `Err(BackendNotAvailable(...))` returns\n- `LocalBackend` wraps all returns in `Ok(...)` — no logic changes, identical output to direct `quantizer.rs` calls\n\n**New Tests (12 total):**\n\n*LocalBackend (7 tests):*\n- `local_pack_ternary_matches_direct_call` — verifies byte layout matches `quantizer::pack_trits`\n- `local_pack_ternary_empty_slice` — edge case: empty input\n- `local_quantize_f32_matches_direct_call` — identical packed, rms, threshold, sparsity\n- `local_quantize_f32_empty_slice` — edge case: empty input\n- `local_quantize_f16_matches_direct_call` — same for f16 path\n- `local_passthrough_f16_matches_direct_call` — compare bytes\n- `local_convert_f32_to_f16_matches_direct_call` — compare bytes\n\n*MyelinBackend (5 tests):*\n- `myelin_pack_ternary_returns_error`\n- `myelin_quantize_f32_returns_error`\n- `myelin_quantize_f16_returns_error`\n- `myelin_passthrough_f16_returns_error`\n- `myelin_convert_f32_to_f16_returns_error`\n\n### Issue #22: Alignment verification\n\n**New Tests (9 total):**\n- `dry_run_structural_manifest_coverage_is_full` — verifies `CoverageStatus::Full`\n- `dry_run_no_tensor_double_counted` — no tensor matched by multiple rules\n- `dry_run_router_tensors_are_preserve` — all router tensors classified as Preserve\n- `dry_run_expert_tensors_are_ternary` — all MoE/attn_proj_i8 tensors classified as TernaryCandidate\n- `dry_run_overcomplete_never_triggered_by_valid_manifest` — no OverComplete status\n- `every_manifest_rule_matches_at_least_one_inventory_tensor` — no orphan rules\n- `every_inventory_tensor_matched_by_manifest_rule` — no gaps in coverage\n- `preserve_fp16_ternary_boundaries_match_xai_dissect` — 321 preserve, 0 fp16, 449 ternary, 0 default\n- `no_router_tensor_classified_as_ternary` — routing-critical tensors never quantized\n\n### Issue #27: Docker CI\n\n**New Files:**\n- `Dockerfile` — multi-stage build (builder/tester/runtime)\n- `docker-compose.yml` — test and app services\n- `.dockerignore` — excludes target/, .git/, .idea/, etc.\n\n**Enhanced GH Actions:**\n- Added Docker build job (builds tester and runtime images)\n- Added cargo audit job for security scanning\n\n## Validation\n\n- **118 tests pass** (up from 89)\n- `cargo clippy --all-targets --all-features -- -D warnings` — clean\n- `cargo fmt --all -- --check` — clean\n- `cargo doc --no-deps --all-features` — clean\n\n## Agent\n\nKilo Code — OpenCode Go / Qwen3.7 Max\n\n<!-- devin-review-badge-begin -->\n\n<a href=\"https://app.devin.ai/review/rmems/grok-ozempic/pull/29\" target=\"_blank\">\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://static.devin.ai/assets/gh-open-in-devin-review-dark.svg?v=1\">\n    <img src=\"https://static.devin.ai/assets/gh-open-in-devin-review-light.svg?v=1\" alt=\"Open in Devin Review\">\n  </picture>\n</a>\n<!-- devin-review-badge-end -->\n\n\n___\n\n## **CodeAnt-AI Description**\n**Add safer backend failures, dry-run coverage checks, and Docker CI**\n\n### What Changed\n- Backend calls now return a clear \"backend not available\" error instead of crashing when the accelerator path is not linked\n- Local backend results stay the same, with tests confirming they match the existing CPU quantization output\n- Dry-run and alignment checks now verify full manifest coverage, prevent double-counting, and confirm the expected tensor class mapping\n- Added Docker build and test support, plus a security audit job in CI\n\n### Impact\n`✅ Clearer accelerator fallback errors`\n`✅ Fewer crashes from unavailable backend paths`\n`✅ Safer manifest coverage checks`\n`✅ Docker builds verified in CI`\n<details><summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true},{"id":"a13d450c-0765-44ba-ad14-0ed2e5c5667d","excerpt":"🎨 Palette: [UX improvement] Add ARIA labels and focus rings to icon buttons — ## **User description**\n💡 What: Added `aria-label`s to icon-only buttons (Play, Pause, Trash, Refresh), `aria-hidden=\"true\"` to their internal icons, `aria-busy` to buttons in loading states, and Tailwind `focus-visible` outlines for keyboard","url":"https://github.com/Trancendos/Tranc3/pull/1230","role":"demand","weight":0.8547113,"occurredAt":"2026-09-21T21:10:04.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"Trancendos/Tranc3","intent":"alternative_search","painScore":0.27,"sentiment":0.16666667,"confidence":0.673001,"matchedPatterns":["alternative_to","product:tailwind"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"🎨 Palette: [UX improvement] Add ARIA labels and focus rings to icon buttons","body":"## **User description**\n💡 What: Added `aria-label`s to icon-only buttons (Play, Pause, Trash, Refresh), `aria-hidden=\"true\"` to their internal icons, `aria-busy` to buttons in loading states, and Tailwind `focus-visible` outlines for keyboard navigation.\n🎯 Why: To improve screen reader compatibility and keyboard usability without changing visual design.\n📸 Before/After: Visuals look identical to mouse users, but keyboard users now see clear focus rings, and screen readers read actionable button names instead of skipping them.\n♿ Accessibility: Ensures buttons are not empty to AT, and focus order is visually apparent.\n\n*PR created automatically by Jules for task [8344405675936992477](https://jules.google.com/task/8344405675936992477) started by @Trancendos*\n\n## Summary by Sourcery\n\nImprove accessibility across cache and hive controls while updating Rust service compatibility and consolidating security alert tracking.\n\nNew Features:\n- Improve cache and hive controls with descriptive screen-reader labels, decorative icon hiding, loading announcements, and visible keyboard focus indicators.\n\nBug Fixes:\n- Update Rust cryptographic service dependencies and compatibility handling, including TLS, PKCS#11 initialization, authentication PIN conversion, and KEK context decoding.\n\nEnhancements:\n- Make the wiki security alert page point to the repository's canonical register instead of maintaining a duplicate copy.\n\nBuild:\n- Update the Rust dependency lockfile and switch reqwest to the rustls feature configuration.\n\nDocumentation:\n- Clarify that security alert triage is maintained in the repository-level register and keep the wiki page as an administrative pointer.\n\nChores:\n- Record new vulnerability census history entries.\n\n\n___\n\n## **CodeAnt-AI Description**\nImprove accessibility of cache and hive controls and update service compatibility\n\n### What Changed\n- Screen readers now receive clear names for cache and hive actions, while decorative icons are ignored to prevent duplicate announcements\n- Keyboard users now see focus indicators on refresh, delete, start, pause, flush, and dissolve controls\n- Refresh buttons announce loading status while data is being fetched\n- Updated HSM initialization, PIN handling, and key context decoding to work with current cryptographic service dependencies\n- The wiki security alert page now directs users to the repository’s canonical register instead of maintaining a duplicate copy\n\n### Impact\n`✅ Clearer screen reader controls`\n`✅ Visible keyboard focus`\n`✅ Successful HSM startup with current dependencies`\n<details><summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true},{"id":"f69b4e2c-999d-4410-b503-defba0a6e0bb","excerpt":"feat: restoration-sync integration — ## **User description**\n## Summary\n\nIntegrate restoration feature with latest improvements from mobile-first-layout and supporting branches.\n\n## Included changes\n\n- Restoration feature sync + cleanup\n- pnpm v11.8.0 upgrade\n- Merge `origin/feat/mobile-first-layout` (mobile layout, se","url":"https://github.com/bl1nk-bot/bl1nk-studio-mcp/pull/90","role":"demand","weight":0.84323657,"occurredAt":"2026-06-21T22:04:59.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"bl1nk-bot/bl1nk-studio-mcp","intent":"alternative_search","painScore":0.32714286,"sentiment":-0.14285715,"confidence":0.6353774,"matchedPatterns":["alternative_to","product:next.js"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"feat: restoration-sync integration","body":"## **User description**\n## Summary\n\nIntegrate restoration feature with latest improvements from mobile-first-layout and supporting branches.\n\n## Included changes\n\n- Restoration feature sync + cleanup\n- pnpm v11.8.0 upgrade\n- Merge `origin/feat/mobile-first-layout` (mobile layout, security fixes, CI-doctor workflow, Next.js vulnerability fixes)\n- Conflict resolutions:\n  - kept restoration branch versions for core deps (package.json, pnpm-lock.yaml, support-agent deps)\n  - adopted grouped dependabot config and explicit workspace booleans\n  - removed obsolete `.qwen/settings.json` and `packages/bl1nk-desktop/postcss.config.js`\n\n## Related branches\n\n- Merged: feat/mobile-first-layout\n- Recommended follow-ups: vercel-config-error, add-workflow-ci-doctor-7017\n- Candidates for deletion: project-consolidation, billlzzz26-patch-1\n\n## Checklist\n\n- [x] Merge conflicts resolved\n- [x] Branch pushed to origin\n- [ ] CI passes\n- [ ] Reviewed\n\n<!-- This is an auto-generated description by cubic. -->\n---\n## Summary by cubic\nSyncs the restoration branch with mobile-first work, finalizes the move to `@bl1nk/core`, and stabilizes the MCP toolchain and types for a clean, type-safe build. Also preserves earlier fixes (task sync/autosave, OAuth) and keeps CI standardized on `pnpm@11.8.0`.\n\n- **Refactors**\n  - Completed migration by removing legacy `packages/bl1nk-core/*`; all MCP configs now point to `packages/core/dist/index.js`.\n  - Finalized tool registration: added minimal `Schemas`, fixed tool import paths, and aligned `ToolResult` shape with `@modelcontextprotocol/sdk`.\n\n- **Bug Fixes and Dependencies**\n  - Resolved TypeScript issues across `core`, `sync`, and `ui` so `pnpm run typecheck` passes.\n  - `sync`: fixed `gray-matter` default import; `ui`: safer note parsing (optional matches) with updated tests.\n  - Upgrades retained: `@modelcontextprotocol/sdk@^1.29.0`, `zod@^4`; OAuth token exchange includes `client_id`; CI relies on `packageManager` for `pnpm@11.8.0`.\n\n<sup>Written for commit b20cae68756412904eb28bc8d0319e09be99f932. Summary will update on new commits.</sup>\n\n<a href=\"https://cubic.dev/pr/billlzzz26/gvs-ext/pull/90?utm_source=github\" target=\"_blank\" rel=\"noopener noreferrer\" data-no-image-dialog=\"true\"><picture><source media=\"(prefers-color-scheme: dark)\" srcset=\"https://www.cubic.dev/buttons/review-in-cubic-dark.svg\"><source media=\"(prefers-color-scheme: light)\" srcset=\"https://www.cubic.dev/buttons/review-in-cubic-light.svg\"><img alt=\"Review in cubic\" src=\"https://www.cubic.dev/buttons/review-in-cubic-dark.svg\"></picture></a>\n\n<!-- End of auto-generated description by cubic. -->\n\n___\n\n## **CodeAnt-AI Description**\n**Rebuild the story graph system around modular branches and keep note tasks from disappearing**\n\n### What Changed\n- Story data now uses a modular structure for project info, characters, timeline, logic, and narrative details, so the app can keep older data while supporting new story branches\n- Validation and test data were updated to match the new story structure and to treat event tone and importance values as required, valid defaults\n- The new `search_entries` tool can scan story text, collect characters, scenes, and locations, and prepare markdown files for each entry\n- The MCP API was simplified to return a basic operational response and keep CORS preflight requests working\n- Saving notes and auto-syncing tasks now keeps standalone tasks instead of overwriting them\n- Editor autosave now clears its pending state after saving, reducing repeated save triggers\n- Support agent agent-modes and skill prompts were reorganized, and OAuth now sends the client ID during token exchange\n- Project dependencies and docs were refreshed for the new toolchain and operating rules\n\n### Impact\n`✅ Fewer lost standalone tasks`\n`✅ Clearer story validation for branched graphs`\n`✅ Faster entity cataloging from story text`\n<details><summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true},{"id":"3cdc4210-5327-42d5-b140-8741b1349607","excerpt":"ci: add Checkmarx One scan workflow and formatting fixes from PR #613 — ## **User description**\n### **User description**\n## Summary\n\n- **New workflow** `.github/workflows/checkmarx-one.yml`: Checkmarx One SAST/SCA/KICS security scans on PRs to main, uploads SARIF to GitHub code scanning, with concurrency cancellation o","url":"https://github.com/DashFin-FarDb/financial-asset-relationship-db/pull/931","role":"demand","weight":0.8406066,"occurredAt":"2026-02-27T18:06:51.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"DashFin-FarDb/financial-asset-relationship-db","intent":"alternative_search","painScore":0.27,"sentiment":0.16666667,"confidence":0.6618949,"matchedPatterns":["alternative_to","product:github actions"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"ci: add Checkmarx One scan workflow and formatting fixes from PR #613","body":"## **User description**\n### **User description**\n## Summary\n\n- **New workflow** `.github/workflows/checkmarx-one.yml`: Checkmarx One SAST/SCA/KICS security scans on PRs to main, uploads SARIF to GitHub code scanning, with concurrency cancellation of superseded runs\n- **`api/database.py`**: Formatting improvements only — wrap long `ValueError` message, fix `_is_memory_db` docstring indentation, wrap long if-condition, reformat `initialize_schema` call\n- **`tests/integration/test_documentation_validation.py`**: Formatting improvements + fix heading-hierarchy regex (proper `re.findall` with `MULTILINE` instead of naive string count); rename `test_has_clear_structure` → `test_heading_hierarchy`\n\n**Skipped** `src/analysis/formulaic_analysis.py`: the added `_calculate_empirical_relationships` method calls 5 helper methods that do not exist in the codebase.\n\n## Test plan\n\n- [x] `pytest tests/integration/test_documentation_validation.py` — 31 passed\n- [x] `python -m py_compile api/database.py` — syntax OK\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n\n___\n\n### **Description**\n- Introduced a new GitHub Actions workflow for Checkmarx One security scans, enhancing the security posture of the project.\n- Improved code formatting in `api/database.py` for better readability and maintainability.\n- Refactored tests in `tests/integration/test_documentation_validation.py` to improve clarity and fix issues with heading hierarchy validation.\n\n\n___\n\n\n\n### **Changes walkthrough** 📝\n<table><thead><tr><th></th><th align=\"left\">Relevant files</th></tr></thead><tbody><tr><td><strong>Enhancement\n</strong></td><td><table>\n<tr>\n  <td>\n    <details>\n      <summary><strong>checkmarx-one.yml</strong><dd><code>Add Checkmarx One Security Scan Workflow</code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; </dd></summary>\n<hr>\n\n.github/workflows/checkmarx-one.yml\n<li>Added a new workflow for Checkmarx One security scans.<br> <li> Configured SAST, SCA, and KICS scans on pull requests to the main <br>branch.<br> <li> Included steps to upload SARIF results to GitHub code scanning.<br> <li> Implemented concurrency control for scan runs.<br>\n\n\n</details>\n\n\n  </td>\n  <td><a href=\"https://github.com/DashFin-FarDb/financial-asset-relationship-db/pull/931/files#diff-4905dbda7e76391ac99ce32253444fd20e0c8377e0f98933d50b7d1904476e49\">+60/-0</a>&nbsp; &nbsp; </td>\n</tr>\n</table></td></tr><tr><td><strong>Formatting\n</strong></td><td><table>\n<tr>\n  <td>\n    <details>\n      <summary><strong>database.py</strong><dd><code>Formatting Improvements in Database API</code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; </dd></summary>\n<hr>\n\napi/database.py\n<li>Improved formatting of error messages and docstrings.<br> <li> Wrapped long lines for better readability.<br> <li> Reformatted SQL table creation call.<br>\n\n\n</details>\n\n\n  </td>\n  <td><a href=\"https://github.com/DashFin-FarDb/financial-asset-relationship-db/pull/931/files#diff-6a0d8c37c66441e7248ec676d7eb0ee364b9f747350c1d71e3f4fdcf448c029e\">+17/-9</a>&nbsp; &nbsp; </td>\n</tr>\n\n<tr>\n  <td>\n    <details>\n      <summary><strong>test_documentation_validation.py</strong><dd><code>Refactor Documentation Validation Tests</code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; </dd></summary>\n<hr>\n\ntests/integration/test_documentation_validation.py\n<li>Enhanced formatting and readability of test code.<br> <li> Fixed regex for heading hierarchy validation.<br> <li> Renamed test function for clarity.<br>\n\n\n</details>\n\n\n  </td>\n  <td><a href=\"https://github.com/DashFin-FarDb/financial-asset-relationship-db/pull/931/files#diff-f1f4568716786a20ac19e8efcdb04f497b391508ae196966936d916bae8322c7\">+72/-34</a>&nbsp; </td>\n</tr>\n</table></td></tr></tr></tbody></table>\n\n___\n\n> 💡 **Penify usage**:\n>Comment `/help` on the PR to get a list of all available Penify tools and their descriptions\n\n\n___\n\n## **CodeAnt-AI Description**\nAdd Checkmarx One PR scan workflow and tighten documentation tests\n\n### What Changed\n- New GitHub Actions workflow runs Checkmarx One SAST/SCA/KICS scans on pull requests to main and uploads SARIF results to GitHub code scanning.\n- Documentation validation tests were refactored: a heading-hierarchy test was renamed and made robust using multiline regex; several assertions were clarified to reduce brittle failures and improve message formatting.\n- Small formatting-only cleanups in database-related code and SQL formatting; no change to user-facing database behavior.\n\n### Impact\n`✅ Security scans on pull requests`\n`✅ SARIF results appear in GitHub code scanning`\n`✅ Stricter, less brittle documentation validation tests`\n<details>\n<summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true},{"id":"604a1a0d-845f-4c0d-8b2d-e4e0f191171f","excerpt":"data: build exhaustive eligibility and quality ledger — ## **User description**\n## Summary\n\n- add a query-only GitHub source inventory collector for every public repository and every PR state under `rmems` and `Limen-Neural`\n- add strict Draft-07 contracts for the frozen snapshot, eligibility policy, repository rows, c","url":"https://github.com/rmems/operation-prometheus/pull/64","role":"demand","weight":0.82953453,"occurredAt":"2026-08-30T09:50:31.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"rmems/operation-prometheus","intent":"alternative_search","painScore":0.27,"sentiment":0.5,"confidence":0.6531768,"matchedPatterns":["alternative_to","source:github"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"data: build exhaustive eligibility and quality ledger","body":"## **User description**\n## Summary\n\n- add a query-only GitHub source inventory collector for every public repository and every PR state under `rmems` and `Limen-Neural`\n- add strict Draft-07 contracts for the frozen snapshot, eligibility policy, repository rows, candidate ledger, duplicate groups, baseline report, and manifest\n- build a deterministic, fail-closed ledger with five states, reason codes, task families, explicit lineage, nine independent quality dimensions, and no aggregate quality score\n- audit current corpus representations for exact/shared-head/near-title duplicates while preserving the released `grok-ozempic#42` duplicate\n- keep the raw frozen snapshot outside Git and commit only thin inventory, drift evidence, and content-addressed manifests\n\n## Measured live inventory\n\nFrozen snapshot collected 2026-08-30:\n\n- 46 current active/public repositories\n- 1,006 unique pull-request candidates across all states\n- 710 merged non-dependency PRs\n- 456 formally issue-linked merged PRs\n- 62 closed-unmerged non-dependency PRs\n- 103 open/draft watchlist candidates\n- 39 duplicate-evidence groups: one exact current-corpus duplicate, eight exact-title groups, 27 near-title groups, and three shared-head groups (two exact after base-state comparison)\n\nThe strict baseline report explains the 47 → 46 repository drift with current GitHub evidence: `rmems/agent-afk` is unavailable (404), while `Ship-of-Theseus-HPC` redirects to `Ship-of-Theseus-Workstation` with the same repository database ID. A versioned alias maps historical `rmems/myelin-accelerator` rows to the transferred `Limen-Neural/myelin-accelerator` repository by immutable ID, leaving zero orphaned existing rows.\n\n## Validation\n\n- `ruff check scripts/`\n- `pytest -q` — 247 passed\n- `python scripts/validate_jsonl.py --strict-policy datasets/jsonl/*.jsonl` — all 15 files passed\n- real snapshot rebuild with `--check --check-determinism --strict-baseline` — current and byte-identical\n- all five generated inventory artifact types pass their committed Draft-07 schemas\n- `python scripts/build_status.py --check` — generated status/index current\n- `git diff --check`\n- staged secret scan hook — no secrets detected\n\n## Relationships\n\nCloses #49\n\n- Parent roadmap: #33\n- Prerequisite schema: #48 (closed)\n- Completing #49 unblocks the native issue dependencies on #50 and #51.\n\n## Scope boundaries\n\nThis PR does not collect full event histories or content-addressed code bundles (#50), add weekly/release integrity CI (#51), publish to Hugging Face (#52), materialize corpus shards, or rewrite released v0 rows.\n\n<!-- This is an auto-generated description by cubic. -->\n---\n## Summary by cubic\nBuilds an exhaustive eligibility and quality ledger accounting for every public repository and pull request under `rmems` and `Limen-Neural`. Previously the corpus had no exhaustive source inventory; now a frozen GitHub snapshot is collected read-only and classified offline into five eligibility states, with terminal candidates quarantined until evidence supports them and only thin artifacts, drift evidence, and hashes committed to the repo.\n\n**Ledger contents**\n\n- Covers 46 active public repositories and 1,006 candidate PR records across all states.\n- Flags 39 duplicate groups (exact, shared-head, near-title) while preserving the released `grok-ozempic#42` representation duplicate.\n- Explains baseline drift with evidence: `rmems/agent-afk` returns 404, `Ship-of-Theseus-HPC` redirects to `Ship-of-Theseus-Workstation` with the same repository database ID, and PR-count deltas are accounted for.\n- Maps historical `rmems/myelin-accelerator` rows to `Limen-Neural/myelin-accelerator` by immutable ID, leaving zero orphaned rows.\n\n**Validation and boundaries**\n\n- 250 tests pass; `ruff`, strict schema validation, Codacy, and Qodana are clean; a snapshot rebuild is byte-identical.\n- The eligibility and source-inventory logic were split into focused modules with shared test fixtures, driving CodeScene to 10.00; behavior is unchanged.\n- The HTTP client now rejects anonymous or mutation documents, follows only same-origin HTTPS redirects, and runs only read-only queries.\n- Out of scope: no full event histories or code bundles (#50), no integrity CI (#51), no Hugging Face publishing (#52), and released v0 rows are not rewritten.\n\n<sup>Written for commit 4dfd347eef20f2911a652775eddf52f2f489ce20. Summary will update on new commits.</sup>\n\n<a href=\"https://cubic.dev/pr/rmems/operation-prometheus/pull/64?utm_source=github\" target=\"_blank\" rel=\"noopener noreferrer\" data-no-image-dialog=\"true\"><picture><source media=\"(prefers-color-scheme: dark)\" srcset=\"https://www.cubic.dev/buttons/review-in-cubic-dark.svg\"><source media=\"(prefers-color-scheme: light)\" srcset=\"https://www.cubic.dev/buttons/review-in-cubic-light.svg\"><img alt=\"Review in cubic\" src=\"https://www.cubic.dev/buttons/review-in-cubic-dark.svg\"></picture></a>\n\n<!-- End of auto-generated description by cubic. -->\n\n___\n\n## **CodeAnt-AI Description**\nAdd a complete, auditable eligibility ledger for GitHub pull requests\n\n### What Changed\n- Collects a frozen, read-only inventory of public repositories and pull requests across all states, including drafts, closed work, archived repositories, labels, and linked issues.\n- Builds deterministic candidate records with explicit eligibility states, task categories, reason codes, lineage links, nine independent quality assessments, and no combined quality score.\n- Detects existing duplicate records, shared code heads, exact titles, and near-matching titles while preserving evidence for review.\n- Validates snapshots, policies, generated files, counts, pagination, hashes, aliases, and baseline drift; strict checks fail instead of producing incomplete or unexplained results.\n- Keeps raw snapshots outside the repository and tracks only thin metadata, reports, schemas, hashes, and manifests.\n\n### Impact\n`✅ Complete PR coverage across open, closed, merged, and draft states`\n`✅ Auditable eligibility decisions with explicit evidence`\n`✅ Fewer orphaned records after repository transfers`\n`✅ Reproducible inventory builds from unchanged inputs`\n<details><summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true},{"id":"6ebb0021-e835-41b3-a2c4-19a2f8c57177","excerpt":"docs: architecture truth pass, module map, dead-module + archive removal — ## **User description**\r\n## Problem\r\n\r\nThe docs described the codebase as it was mid-port, and the repo still carried its port-era process archive:\r\n\r\n- `Architecture.md` claimed the `api` facade was \"stubbed (`todo!()`) for five families\" (all ","url":"https://github.com/redstone-md/mosh-flutter/pull/19","role":"demand","weight":0.7750265,"occurredAt":"2026-09-21T23:04:55.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"redstone-md/mosh-flutter","intent":"alternative_search","painScore":0.27,"sentiment":0.5,"confidence":0.6102571,"matchedPatterns":["alternative_to","product:render"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"docs: architecture truth pass, module map, dead-module + archive removal","body":"## **User description**\r\n## Problem\r\n\r\nThe docs described the codebase as it was mid-port, and the repo still carried its port-era process archive:\r\n\r\n- `Architecture.md` claimed the `api` facade was \"stubbed (`todo!()`) for five families\" (all real for a long time), a moss pin at `v0.8.14` (it is `v0.9.0`), and drew deleted `src-tauri/`/`src/` directories in the repo-boundary diagram\r\n- `docs/superpowers/` — 10,495 lines of task-by-task implementation plans for the deleted React/Tauri app (`.tsx` file trees, WebCodecs pipelines, Tauri command registrations); nothing references the directory and the ADRs supersede it\r\n- Three Rust voice-call modules were dead: `voice_call_drain` (never wired) and `voice_call_frame_crypto` + `voice_call_jitter` (the Dart twins in `lib/src/features/voice_call/` are the live path with their own tests)\r\n\r\n## Change\r\n\r\n- Architecture truth pass: every stale claim fixed; React/Tauri framing in the state-ownership and rail sections rewritten in current terms; a runtime file-layout section with a module-map Mermaid diagram documents the new split\r\n- `docs/superpowers/` deleted (10,495 lines; history keeps it)\r\n- Dead Rust modules deleted (659 lines); test count delta is exactly the tests inside them (366→361)\r\n- CHANGELOG \"Unreleased\" section covers the whole drive\r\n\r\n## Verification\r\n\r\n- All 14 Mermaid blocks in `Architecture.md` still render (balanced, node refs defined)\r\n- `cargo test` 361 passed 0 failed; `cargo clippy -D warnings` clean\r\n- `flutter analyze` clean, all 838 tests pass\r\n\r\nStack: PR 6/6 (on #18). Merge in order: #14 → #15 → #16 → #17 → #18 → this.\r\n\r\n### Series totals (main → this branch, tracked text files)\r\n\r\n- −10,547 lines (−8.7%)\r\n- Handwritten code (Dart + Rust, generated + submodule excluded): −1,712 (−2.1%)\r\n- Every repo file-size budget now met; every gate green at each step\r\n\r\n\r\n___\r\n\r\n## **CodeAnt-AI Description**\r\nAlign architecture documentation with the current codebase and remove obsolete port-era material\r\n\r\n### What Changed\r\n- Updated `Architecture.md` to describe the fully implemented API families, current moss version, Flutter/Dart runtime layout, shared conversation modules, and current state-ownership guidance\r\n- Removed the obsolete `docs/superpowers/` archive containing plans and specifications for the deleted React/Tauri application\r\n- Removed three unused Rust voice-call modules and their tests; the active voice-call path remains in Dart\r\n- Added an Unreleased changelog entry covering the documentation cleanup, module split, shared runtime behavior, and removed dead code\r\n\r\n### Impact\r\n`✅ Current architecture guidance`\r\n`✅ No obsolete React/Tauri plans to follow`\r\n`✅ Smaller repository with unused voice-call code removed`\r\n<details><summary><strong>💡 Usage Guide</strong></summary>\r\n\r\n### Checking Your Pull Request\r\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\r\n\r\n### Talking to CodeAnt AI\r\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\r\n<pre>\r\n<code>@codeant-ai ask: Your question here</code>\r\n</pre>\r\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\r\n\r\n#### Example\r\n<pre>\r\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\r\n</pre>\r\n\r\n### Preserve Org Learnings with CodeAnt\r\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\r\n<pre>\r\n<code>@codeant-ai: Your feedback here</code>\r\n</pre>\r\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\r\n\r\n#### Example\r\n<pre>\r\n<code>@codeant-ai: Do not flag unused imports.</code>\r\n</pre>\r\n\r\n### Retrigger review\r\nAsk CodeAnt AI to review the PR again, by typing:\r\n<pre>\r\n<code>@codeant-ai: review</code>\r\n</pre>\r\n\r\n### Check Your Repository Health\r\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\r\n\r\n</details>\r\n","offTopic":true},{"id":"765439e0-de94-4837-b206-190776f1de39","excerpt":"feat: add PetCanvas and DistrictScene React components — ## **User description**\n## What changed\n- **PetCanvas**: React canvas component rendering .rpet pets with animation loop, eye-tracking sparkle, per-state timing\n- **DistrictScene**: Full scene viewer with district HUD, speech bubbles, artifact display, queue list","url":"https://github.com/RemyLoveLogicAI/Pixel-Agent/pull/14","role":"demand","weight":0.73847765,"occurredAt":"2026-05-30T00:56:31.000Z","sourceKey":"github","sourceName":"GitHub","credibility":0.78,"venue":"RemyLoveLogicAI/Pixel-Agent","intent":"alternative_search","painScore":0.27,"sentiment":0.5,"confidence":0.5814785,"matchedPatterns":["alternative_to","product:render"],"statement":"#### Example @codeant-ai ask: Can you suggest a safer alternative to storing this secret?","title":"feat: add PetCanvas and DistrictScene React components","body":"## **User description**\n## What changed\n- **PetCanvas**: React canvas component rendering .rpet pets with animation loop, eye-tracking sparkle, per-state timing\n- **DistrictScene**: Full scene viewer with district HUD, speech bubbles, artifact display, queue list, scenario switching\n- **Standalone demo page**: hermes-pet-demo.html with embedded frygar.rpet and 5 scenario presets\n- Components placed in `components/pet/` for mockup sandbox consumption\n\n## Scenarios\n| Button | District | Pet State | Scene |\n|--------|----------|-----------|-------|\n| Build Mode | The Hearthworks | talking | build |\n| Raise Alert | The Thresholds | alert | alert |\n| Deliver | Courier Lanes | happy | deliver |\n| Cool Down | Repair Yard | sleeping | rest |\n| Inspect | The Stacks | lookLeft | inspect |\n\n## Summary by Sourcery\n\nIntroduce a pixel-pet canvas renderer and a district scene viewer for mockup sandbox demos.\n\nNew Features:\n- Add PetCanvas React component to render animated .rpet pets on a pixel canvas with basic interaction.\n- Add DistrictSceneView React component to present pet states within narrative district scenarios, including HUD, speech, artifact, tags, and queue panels.\n- Add standalone hermes-pet-demo HTML page to showcase Frygar pet animations across preset operational scenarios.\n\n<!-- This is an auto-generated description by cubic. -->\n---\n## Summary by cubic\nAdds `PetCanvas` pixel-pet renderer and `DistrictSceneView` scene UI for the mockup sandbox, plus a standalone demo that showcases Frygar across five district scenarios.\n\n- New Features\n  - `PetCanvas`: Renders `.rpet` pets on a 16×16 canvas with an animation loop, per-state timing, and interactive eye sparkle tracking.\n  - `DistrictSceneView`: Full scene viewer with district HUD, speech bubble, artifact panel, tags, queue list, and scenario switching.\n  - Demo: `artifacts/mockup-sandbox/public/hermes-pet-demo.html` with 5 presets (build, deliver, inspect, alert, rest) and embedded Frygar data.\n\n<sup>Written for commit 820a2cfc0a30ca42b27fbddfcfe81f3068007e0d. Summary will update on new commits.</sup>\n\n<a href=\"https://cubic.dev/pr/RemyLoveLogicAI/Pixel-Agent/pull/14?utm_source=github\" target=\"_blank\" rel=\"noopener noreferrer\" data-no-image-dialog=\"true\"><picture><source media=\"(prefers-color-scheme: dark)\" srcset=\"https://cubic.dev/buttons/review-in-cubic-dark.svg\"><source media=\"(prefers-color-scheme: light)\" srcset=\"https://cubic.dev/buttons/review-in-cubic-light.svg\"><img alt=\"Review in cubic\" src=\"https://cubic.dev/buttons/review-in-cubic-dark.svg\"></picture></a>\n\n<!-- End of auto-generated description by cubic. -->\n\n\n\n<!-- Macroscope's pull request summary starts here -->\n<!-- Macroscope will only edit the content between these invisible markers, and the markers themselves will not be visible in the GitHub rendered markdown. -->\n<!-- If you delete either of the start / end markers from your PR's description, Macroscope will append its summary at the bottom of the description. -->\n> [!NOTE]\n> ### Add PetCanvas and DistrictScene React components for animated pixel pet rendering\n> - Adds [PetCanvas.tsx](https://github.com/RemyLoveLogicAI/Pixel-Agent/pull/14/files#diff-d7a7fe1cb8ffce2be87938785d3972992710dc8ef1c94728b4ce93a88b10fc92), a canvas renderer for 16x16 pixel `.rpet`-like sprites with multiple named animation states (idle, alert, talking, sleeping, etc.), frame timing via `requestAnimationFrame`, and cursor-driven eye sparkle offsets.\n> - Adds [DistrictScene.tsx](https://github.com/RemyLoveLogicAI/Pixel-Agent/pull/14/files#diff-cb43b7b7cf1cd084df793c2b9e181284eab081fe3448c8f3b0c21e66dc01f4cf), a full-screen UI panel that renders a HUD, animated pet canvas, speech bubble, artifact metadata, and scenario buttons; driven by a typed `SCENARIOS` record with five predefined scenarios (build, deliver, inspect, alert, rest).\n> - Adds a standalone demo in [hermes-pet-demo.html](https://github.com/RemyLoveLogicAI/Pixel-Agent/pull/14/files#diff-e4b32e1c51038d37fa25889818c1e806817f8c03bd769a39b2b0f6ad33bfa77d) that embeds the FRYGAR sprite and lets users switch scenarios via buttons.\n>\n> <!-- Macroscope's review summary starts here -->\n>\n> <details>\n> <summary>📊 <a href=\"https://app.macroscope.com\">Macroscope</a> summarized 820a2cf. 2 files reviewed, 0 issues evaluated, 0 issues filtered, 0 comments posted</summary>\n>\n> ### 🗂️ Filtered Issues\n> No issues evaluated.\n>\n>\n> </details><!-- Macroscope's review summary ends here -->\n>\n<!-- macroscope-ui-refresh -->\n<!-- Macroscope's pull request summary ends here -->\n\n\n___\n\n## **CodeAnt-AI Description**\n**Add an interactive district scene viewer for pet previews**\n\n### What Changed\n- Added a full scene view that shows a pet inside themed district scenarios, with buttons to switch between build, alert, deliver, rest, and inspect modes\n- Each scenario now includes visible district details, a speech bubble, an artifact panel, scene tags, and an active queue list\n- Added a canvas pet viewer that animates `.rpet` pets, supports state-based motion, and reacts to mouse movement with eye sparkle tracking\n- Added a standalone demo page with Frygar and the same scenario presets for quick preview in the sandbox\n\n### Impact\n`✅ Clearer pet scene previews`\n`✅ Faster switching between district scenarios`\n`✅ More interactive demo playback`\n<details><summary><strong>💡 Usage Guide</strong></summary>\n\n### Checking Your Pull Request\nEvery time you make a pull request, our system automatically looks through it. We check for security issues, mistakes in how you're setting up your infrastructure, and common code problems. We do this to make sure your changes are solid and won't cause any trouble later.\n\n### Talking to CodeAnt AI\nGot a question or need a hand with something in your pull request? You can easily get in touch with CodeAnt AI right here. Just type the following in a comment on your pull request, and replace \"Your question here\" with whatever you want to ask:\n<pre>\n<code>@codeant-ai ask: Your question here</code>\n</pre>\nThis lets you have a chat with CodeAnt AI about your pull request, making it easier to understand and improve your code.\n\n#### Example\n<pre>\n<code>@codeant-ai ask: Can you suggest a safer alternative to storing this secret?</code>\n</pre>\n\n### Preserve Org Learnings with CodeAnt\nYou can record team preferences so CodeAnt AI applies them in future reviews. Reply directly to the specific CodeAnt AI suggestion (in the same thread) and replace \"Your feedback here\" with your input:\n<pre>\n<code>@codeant-ai: Your feedback here</code>\n</pre>\nThis helps CodeAnt AI learn and adapt to your team's coding style and standards.\n\n#### Example\n<pre>\n<code>@codeant-ai: Do not flag unused imports.</code>\n</pre>\n\n### Retrigger review\nAsk CodeAnt AI to review the PR again, by typing:\n<pre>\n<code>@codeant-ai: review</code>\n</pre>\n\n### Check Your Repository Health\nTo analyze the health of your code repository, visit our dashboard at [https://app.codeant.ai](https://app.codeant.ai). This tool helps you identify potential issues and areas for improvement in your codebase, ensuring your repository maintains high standards of code health.\n\n</details>\n","offTopic":true}],"breakdown":[{"sourceKey":"github","sourceName":"GitHub","count":10}],"total":10}}