⚡ Bolt: [performance improvement]#624
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👋 Jules, reporting for duty! I'm here to lend a hand with this pull request. When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down. I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job! For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with New to Jules? Learn more at jules.google/docs. For security, I will only act on instructions from the user who triggered this task. |
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Pull request overview
OpenCode reviewed the current-head bounded evidence and found no blocking issues.
Findings
No blocking findings.
Summary
Approval sufficiency: bounded evidence supplied affirmative approval evidence for changed files, coverage/docstring posture, risk surfaces, and current-head verification; approval is not based merely on the absence of known blockers.
Verification posture: CodeGraph evidence was initialized and bounded current-head evidence reviewed for changed-file evidence including .jules/bolt.md, apps/desktop/src/App.test.tsx, apps/desktop/src/App.tsx.
Linter/static: workflow/static review evidence is bounded by the current-head GitHub Checks gate and changed-file evidence.
TDD/regression: coverage execution evidence and focused changed hunks were reviewed from bounded-review-evidence.md.
Coverage: coverage execution evidence reports supported repository test suites passed.
Docstring coverage: coverage execution evidence reports configured repository docstring gates passed or docstring coverage was advisory.
DAG: CodeGraph/source-backed behavior map connects .jules/bolt.md to the affected review, runtime, or workflow path and required checks.
PoC/execution: coverage-evidence job executed on the current head and reported PASS.
DDD/domain: workflow and repository-governance invariants were reviewed against changed files in bounded evidence.
CDD/context: CodeGraph evidence, changed-file history, and focused hunks were reviewed from bounded-review-evidence.md.
Similar issues: changed-file history evidence was reviewed for comparable local precedents.
Claim/concept check: bounded evidence, repository source, current-head workflow evidence, and, where numeric, scientific, statistical, or literature-backed claims are affected, original-paper/formula evidence and parameter-recovery expectations were used for claims.
Standards search: standards and external-source checks are delegated to configured OpenCode web_search/Context7/DeepWiki sources when applicable; no evidence-backed standards blocker is present in bounded evidence.
Compatibility/convention: changed workflow/script conventions, object naming, and reserved-word safety for schema/API/config/code surfaces were checked in bounded evidence.
Breaking-change/backcompat: deployment evidence and changed-file history were checked for backward-compatibility risk.
Performance: changed surfaces were checked for performance risk in bounded evidence.
Developer experience: changed automation, review, test, setup, and maintenance surfaces were checked for helpful or obstructive DX impact in bounded evidence.
User experience: connected user, operator, API, CLI, documentation, review-comment, status-check, rendering, and workflow-reader behavior was checked for contradictions against code, docs, and tests in bounded evidence.
Visual/DOM: Playwright visual, DOM locator, ARIA snapshot, console, and responsive evidence were checked when a web UI surface was present; for non-web surfaces, API/CLI/log/docs/workflow interaction evidence was reviewed instead.
Accessibility/i18n: accessibility, localization, and human-readable text surfaces were checked where UI, CLI, API message, docs, logs, or review text changed.
Supply-chain/license: dependency, package, model, container, and external-tool changes were checked in bounded evidence.
Packaging: package, build, test, lint, and security contracts were checked in bounded evidence.
Security/privacy: workflow-token, review-gate, and repository-automation security/privacy boundaries were checked in bounded evidence.
- Result: APPROVE
- Reason: Performance improvement in ConfidenceMetric component is correctly implemented and tested.
- Head SHA:
d75bea765767d723e99d8ef4150c4f16c03e919d - Workflow run: 29099183442
- Workflow attempt: 1
Changed-File Evidence Map
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (3 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (3 files)"]
R1 --> V1["required checks"]
OpenCode Review Overview
Pull request overviewOpenCode cannot approve yet because required coverage evidence did not pass. Review outcome1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence
Coverage evidenceCoverage evidence job did not run or did not publish coverage evidence. Changed-File Evidence Mapflowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (105 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (105 files)"]
R1 --> V1["required checks"]
Evidence --> S2["Workflow (9 files)"]
S2 --> I2["GitHub Actions review job"]
I2 --> R2["Review risk: Workflow (9 files)"]
R2 --> V2["actionlint plus required checks"]
Evidence --> S3["Docs: dependency-policy.md"]
S3 --> I3["operator or user guidance"]
I3 --> R3["Review risk: Docs: dependency-policy.md"]
R3 --> V3["docs review"]
Evidence --> S4["Test (20 files)"]
S4 --> I4["regression suite"]
I4 --> R4["Review risk: Test (20 files)"]
R4 --> V4["targeted test run"]
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@copilot resolve the merge conflicts on this branch. |
Copilot 봇을 향한 명령어이므로 저는 작업을 진행하지 않고 대기하겠습니다. |
Resolved. I merged |
There was a problem hiding this comment.
Pull request overview
OpenCode reviewed the current-head bounded evidence and found no blocking issues.
Findings
No blocking findings.
Summary
Approval sufficiency: bounded evidence supplied affirmative approval evidence for changed files, coverage/docstring posture, risk surfaces, and current-head verification; approval is not based merely on the absence of known blockers.
Verification posture: CodeGraph evidence was initialized and bounded current-head evidence reviewed for changed-file evidence including .jules/bolt.md, apps/desktop/src/App.test.tsx, apps/desktop/src/App.tsx.
Linter/static: workflow/static review evidence is bounded by the current-head GitHub Checks gate and changed-file evidence.
TDD/regression: coverage execution evidence and focused changed hunks were reviewed from bounded-review-evidence.md.
Coverage: coverage execution evidence reports supported repository test suites passed.
Docstring coverage: coverage execution evidence reports configured repository docstring gates passed or docstring coverage was advisory.
DAG: CodeGraph/source-backed behavior map connects .jules/bolt.md to the affected review, runtime, or workflow path and required checks.
PoC/execution: coverage-evidence job executed on the current head and reported PASS.
DDD/domain: workflow and repository-governance invariants were reviewed against changed files in bounded evidence.
CDD/context: CodeGraph evidence, changed-file history, and focused hunks were reviewed from bounded-review-evidence.md.
Similar issues: changed-file history evidence was reviewed for comparable local precedents.
Claim/concept check: bounded evidence, repository source, current-head workflow evidence, and, where numeric, scientific, statistical, or literature-backed claims are affected, original-paper/formula evidence and parameter-recovery expectations were used for claims.
Standards search: standards and external-source checks are delegated to configured OpenCode web_search/Context7/DeepWiki sources when applicable; no evidence-backed standards blocker is present in bounded evidence.
Compatibility/convention: changed workflow/script conventions, object naming, and reserved-word safety for schema/API/config/code surfaces were checked in bounded evidence.
Breaking-change/backcompat: deployment evidence and changed-file history were checked for backward-compatibility risk.
Performance: changed surfaces were checked for performance risk in bounded evidence.
Developer experience: changed automation, review, test, setup, and maintenance surfaces were checked for helpful or obstructive DX impact in bounded evidence.
User experience: connected user, operator, API, CLI, documentation, review-comment, status-check, rendering, and workflow-reader behavior was checked for contradictions against code, docs, and tests in bounded evidence.
Visual/DOM: Playwright visual, DOM locator, ARIA snapshot, console, and responsive evidence were checked when a web UI surface was present; for non-web surfaces, API/CLI/log/docs/workflow interaction evidence was reviewed instead.
Accessibility/i18n: accessibility, localization, and human-readable text surfaces were checked where UI, CLI, API message, docs, logs, or review text changed.
Supply-chain/license: dependency, package, model, container, and external-tool changes were checked in bounded evidence.
Packaging: package, build, test, lint, and security contracts were checked in bounded evidence.
Security/privacy: workflow-token, review-gate, and repository-automation security/privacy boundaries were checked in bounded evidence.
- Result: APPROVE
- Reason: Performance optimization for confidence level evaluation with early termination
- Head SHA:
8e25098bbc9f7410a30d550222ce7115ad005a56 - Workflow run: 29182699051
- Workflow attempt: 1
Changed-File Evidence Map
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (3 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (3 files)"]
R1 --> V1["required checks"]
There was a problem hiding this comment.
Pull request overview
OpenCode reviewed the current-head bounded evidence and found no blocking issues.
Findings
No blocking findings.
Summary
Approval sufficiency: bounded evidence supplied affirmative approval evidence for changed files, coverage/docstring posture, risk surfaces, and current-head verification; approval is not based merely on the absence of known blockers.
Verification posture: CodeGraph evidence was initialized and bounded current-head evidence reviewed for changed-file evidence including .jules/bolt.md, apps/desktop/src/App.test.tsx, apps/desktop/src/App.tsx.
Linter/static: workflow/static review evidence is bounded by the current-head GitHub Checks gate and changed-file evidence.
TDD/regression: coverage execution evidence and focused changed hunks were reviewed from bounded-review-evidence.md.
Coverage: coverage execution evidence reports supported repository test suites passed.
Docstring coverage: coverage execution evidence reports configured repository docstring gates passed or docstring coverage was advisory.
DAG: CodeGraph/source-backed behavior map connects .jules/bolt.md to the affected review, runtime, or workflow path and required checks.
PoC/execution: coverage-evidence job executed on the current head and reported PASS.
DDD/domain: workflow and repository-governance invariants were reviewed against changed files in bounded evidence.
CDD/context: CodeGraph evidence, changed-file history, and focused hunks were reviewed from bounded-review-evidence.md.
Similar issues: changed-file history evidence was reviewed for comparable local precedents.
Claim/concept check: bounded evidence, repository source, current-head workflow evidence, and, where numeric, scientific, statistical, or literature-backed claims are affected, original-paper/formula evidence and parameter-recovery expectations were used for claims.
Standards search: standards and external-source checks are delegated to configured OpenCode web_search/Context7/DeepWiki sources when applicable; no evidence-backed standards blocker is present in bounded evidence.
Compatibility/convention: changed workflow/script conventions, object naming, and reserved-word safety for schema/API/config/code surfaces were checked in bounded evidence.
Breaking-change/backcompat: deployment evidence and changed-file history were checked for backward-compatibility risk.
Performance: changed surfaces were checked for performance risk in bounded evidence.
Developer experience: changed automation, review, test, setup, and maintenance surfaces were checked for helpful or obstructive DX impact in bounded evidence.
User experience: connected user, operator, API, CLI, documentation, review-comment, status-check, rendering, and workflow-reader behavior was checked for contradictions against code, docs, and tests in bounded evidence.
Visual/DOM: Playwright visual, DOM locator, ARIA snapshot, console, and responsive evidence were checked when a web UI surface was present; for non-web surfaces, API/CLI/log/docs/workflow interaction evidence was reviewed instead.
Accessibility/i18n: accessibility, localization, and human-readable text surfaces were checked where UI, CLI, API message, docs, logs, or review text changed.
Supply-chain/license: dependency, package, model, container, and external-tool changes were checked in bounded evidence.
Packaging: package, build, test, lint, and security contracts were checked in bounded evidence.
Security/privacy: workflow-token, review-gate, and repository-automation security/privacy boundaries were checked in bounded evidence.
- Result: APPROVE
- Reason: Performance optimization with early break for confidence evaluation
- Head SHA:
38b354bcbe770e1d8ab5bf3dd6c1078085c15821 - Workflow run: 29184840257
- Workflow attempt: 1
Changed-File Evidence Map
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (3 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (3 files)"]
R1 --> V1["required checks"]
![github-code-quality[bot]](https://avatars.githubusercontent.com/u/9919?s=60&v=4){kind=small}
![github-actions[bot]](https://avatars.githubusercontent.com/in/15368?s=60&v=4){kind=small}
There was a problem hiding this comment.
Pull request overview
OpenCode cannot approve yet because required coverage evidence did not pass.
Review outcome
1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence
-
Problem: The required coverage-evidence job result was
failure, so OpenCode cannot establish approval sufficiency for this head. -
Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.
-
Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports
successwith required evidence or explicit no-source not-applicable evidence. -
Regression test: Keep the approval branch checking
needs.coverage-evidence.result == successbefore posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present. -
Result: REQUEST_CHANGES
-
Reason: coverage-evidence result was
failure, so required test/docstring evidence was not proven for current head548b8a0dfd4c5bdfd0040411b7b4cb459417835d. -
Head SHA:
548b8a0dfd4c5bdfd0040411b7b4cb459417835d -
Workflow run: 29192217774
-
Workflow attempt: 1
Coverage evidence
Coverage Evidence
- Head SHA:
548b8a0dfd4c5bdfd0040411b7b4cb459417835d - Required test evidence: supported repository test suites must pass.
- Required docstring evidence: repository-owned docstring gates must pass when configured; otherwise docstring coverage is advisory.
Implementation completeness scan
$ python3 /home/runner/work/bandscope/bandscope/scripts/ci/implementation_completeness_scan.py --repo-root . --changed-files /tmp/tmp.0jST5yKoCT
# Implementation Completeness Scan
- Checked runtime source files: 15
- Declaration handling: typing.Protocol, abc.ABC, @abstractmethod, and @overload placeholders are treated as contracts, not executable missing implementations.
- Result: FAIL
- Reason: changed runtime code contains executable placeholder implementations.
Findings:
- services/analysis-engine/src/bandscope_analysis/ranges/analyzer.py:165 `RangeAnalyzer.__init__` - pass-only body
- services/analysis-engine/src/bandscope_analysis/roles/extractor.py:29 `RoleExtractor.__init__` - pass-only body
- services/analysis-engine/src/bandscope_analysis/separation/separator.py:59 `StemSeparator.__init__` - pass-only body
- services/analysis-engine/src/bandscope_analysis/temporal/analyzer.py:32 `TemporalAnalyzer.__init__` - pass-only body
- Result: FAIL (exit 1)
Python project dependencies (services/analysis-engine)
$ uv sync --project services/analysis-engine --group dev
Using CPython 3.12.3 interpreter at: /usr/bin/python3.12
Creating virtual environment at: services/analysis-engine/.venv
Resolved 49 packages in 0.75ms
Building bandscope-analysis @ file:///home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine
Downloading pygments (1.2MiB)
Downloading soundfile (1.3MiB)
Downloading scikit-learn (8.5MiB)
Downloading mypy (13.0MiB)
Downloading numpy (15.8MiB)
Downloading scipy (33.6MiB)
Downloading numba (3.6MiB)
Downloading llvmlite (53.7MiB)
Downloading ruff (10.7MiB)
Downloading yt-dlp (3.0MiB)
Downloaded soundfile
Downloaded pygments
Built bandscope-analysis @ file:///home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine
Downloaded numba
Downloaded ruff
Downloaded yt-dlp
Downloaded scikit-learn
Downloaded numpy
Downloaded llvmlite
Downloaded scipy
Downloaded mypy
Prepared 44 packages in 2.16s
Installed 44 packages in 65ms
+ audioread==3.1.0
+ bandit==1.9.4
+ bandscope-analysis==0.1.0 (from file:///home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine)
+ certifi==2026.2.25
+ cffi==2.0.0
+ charset-normalizer==3.4.6
+ coverage==7.13.4
+ decorator==5.2.1
+ idna==3.18
+ iniconfig==2.3.0
+ joblib==1.5.3
+ lazy-loader==0.5
+ librosa==0.11.0
+ librt==0.8.1
+ llvmlite==0.45.1
+ markdown-it-py==4.0.0
+ mdurl==0.1.2
+ msgpack==1.2.1
+ mypy==1.19.1
+ mypy-extensions==1.1.0
+ numba==0.62.1
+ numpy==2.3.5
+ packaging==26.0
+ pathspec==1.0.4
+ platformdirs==4.9.4
+ pluggy==1.6.0
+ pooch==1.9.0
+ pycparser==3.0
+ pygments==2.20.0
+ pytest==9.0.3
+ pytest-cov==7.0.0
+ pyyaml==6.0.3
+ requests==2.33.0
+ rich==15.0.0
+ ruff==0.15.5
+ scikit-learn==1.8.0
+ scipy==1.17.1
+ soundfile==0.13.1
+ soxr==1.0.0
+ stevedore==5.7.0
+ threadpoolctl==3.6.0
+ typing-extensions==4.15.0
+ urllib3==2.7.0
+ yt-dlp==2026.6.9
- Result: PASS
Python coverage with missing-line report (services/analysis-engine)
$ bash -c cd\ \"\$1\"\ \&\&\ PYTHONPATH=.\ uv\ run\ --with\ coverage\ --with\ pytest\ coverage\ run\ -m\ pytest\ tests\ \&\&\ uv\ run\ --with\ coverage\ coverage\ report\ --show-missing bash services/analysis-engine
============================= test session starts ==============================
platform linux -- Python 3.12.3, pytest-9.0.3, pluggy-1.6.0
rootdir: /home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine
configfile: pyproject.toml
plugins: cov-7.0.0
collected 438 items
tests/test_activity.py ........ [ 1%]
tests/test_anchors.py .... [ 2%]
tests/test_api.py ........................... [ 8%]
tests/test_chord_recognizer.py .................... [ 13%]
tests/test_chords.py ......................... [ 19%]
tests/test_cli.py ................. [ 23%]
tests/test_extractor.py ...... [ 24%]
tests/test_health.py . [ 24%]
tests/test_pipeline_integration.py ......... [ 26%]
tests/test_pitch_tracker.py ............... [ 30%]
tests/test_priority.py ........... [ 32%]
tests/test_ranges.py ................... [ 36%]
tests/test_release_asset_selection.py ........ [ 38%]
tests/test_release_metadata.py ....... [ 40%]
tests/test_release_packaging.py ......... [ 42%]
tests/test_roles.py ....... [ 44%]
tests/test_roles_ml.py ... [ 44%]
tests/test_segmenter.py ..................... [ 49%]
tests/test_separation.py .................................. [ 57%]
tests/test_supply_chain_policy.py ...................................... [ 65%]
........................................................................ [ 82%]
............................................ [ 92%]
tests/test_temporal.py ......... [ 94%]
tests/test_transcription.py ... [ 95%]
tests/test_tuning.py ..... [ 96%]
tests/test_youtube.py ................ [100%]
======================== 438 passed in 68.82s (0:01:08) ========================
Name Stmts Miss Cover Missing
------------------------------------------------------------------------------------
src/bandscope_analysis/__init__.py 3 0 100%
src/bandscope_analysis/api.py 590 0 100%
src/bandscope_analysis/chords/__init__.py 5 0 100%
src/bandscope_analysis/chords/analyzer.py 116 0 100%
src/bandscope_analysis/chords/capo.py 10 0 100%
src/bandscope_analysis/chords/chord_recognizer.py 192 0 100%
src/bandscope_analysis/chords/model.py 15 0 100%
src/bandscope_analysis/cli.py 68 0 100%
src/bandscope_analysis/health.py 7 0 100%
src/bandscope_analysis/ranges/__init__.py 4 0 100%
src/bandscope_analysis/ranges/analyzer.py 77 0 100%
src/bandscope_analysis/ranges/model.py 19 0 100%
src/bandscope_analysis/ranges/pitch_tracker.py 54 0 100%
src/bandscope_analysis/roles/__init__.py 4 0 100%
src/bandscope_analysis/roles/activity.py 59 0 100%
src/bandscope_analysis/roles/extractor.py 118 0 100%
src/bandscope_analysis/roles/model.py 58 0 100%
src/bandscope_analysis/roles/priority.py 13 0 100%
src/bandscope_analysis/roles/tuning.py 11 0 100%
src/bandscope_analysis/sections/__init__.py 6 0 100%
src/bandscope_analysis/sections/anchors.py 5 0 100%
src/bandscope_analysis/sections/extractor.py 38 0 100%
src/bandscope_analysis/sections/model.py 35 0 100%
src/bandscope_analysis/sections/segmenter.py 140 0 100%
src/bandscope_analysis/sections/utils.py 8 0 100%
src/bandscope_analysis/separation/__init__.py 4 0 100%
src/bandscope_analysis/separation/audio_separator.py 145 0 100%
src/bandscope_analysis/separation/model.py 31 0 100%
src/bandscope_analysis/separation/separator.py 34 0 100%
src/bandscope_analysis/temporal/__init__.py 3 0 100%
src/bandscope_analysis/temporal/analyzer.py 49 0 100%
src/bandscope_analysis/temporal/model.py 9 0 100%
src/bandscope_analysis/transcription/__init__.py 2 0 100%
src/bandscope_analysis/transcription/api.py 11 0 100%
src/bandscope_analysis/youtube.py 84 0 100%
------------------------------------------------------------------------------------
TOTAL 2027 0 100%
- Result: PASS
Python docstring coverage
- Result: DEFERRED
- Reason: package.json defines check:python-docstrings; repository-owned docstring coverage runs after package dependency setup.
JavaScript/TypeScript dependencies (npm ci)
$ npm ci
added 272 packages, and audited 275 packages in 8s
71 packages are looking for funding
run `npm fund` for details
found 0 vulnerabilities
- Result: PASS
Repository docstring coverage
$ npm run check:python-docstrings
> bandscope@0.1.3 check:python-docstrings
> python3 scripts/checks/run_analysis_command.py ruff check src tests ../../scripts --select D100,D101,D102,D103,D104,D105,D106,D107
All checks passed!
Running analysis command in /home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine: uv run ruff check src tests ../../scripts --select D100,D101,D102,D103,D104,D105,D106,D107
- Result: PASS
JavaScript/TypeScript test coverage
$ npm test -- --coverage
> bandscope@0.1.3 test
> node scripts/checks/run_root_tests.mjs --coverage
Running root test command: npm run test --workspaces --if-present
> @bandscope/desktop@0.1.0 test
> node -e "require('node:fs').mkdirSync('coverage/.tmp', { recursive: true })" && vitest run --coverage
�[1m�[30m�[46m RUN �[49m�[39m�[22m �[36mv4.1.9 �[39m�[90m/home/runner/work/bandscope/bandscope/pr-head/apps/desktop�[39m
�[2mCoverage enabled with �[22m�[33mv8�[39m
�[32m✓�[39m src/lib/export.test.ts �[2m(�[22m�[2m17 tests�[22m�[2m)�[22m�[32m 23�[2mms�[22m�[39m
�[32m✓�[39m src/lib/analysis.test.ts �[2m(�[22m�[2m15 tests�[22m�[2m)�[22m�[32m 26�[2mms�[22m�[39m
## Changed-File Evidence Map
```mermaid
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (105 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (105 files)"]
R1 --> V1["required checks"]
Evidence --> S2["Workflow (9 files)"]
S2 --> I2["GitHub Actions review job"]
I2 --> R2["Review risk: Workflow (9 files)"]
R2 --> V2["actionlint plus required checks"]
Evidence --> S3["Docs: dependency-policy.md"]
S3 --> I3["operator or user guidance"]
I3 --> R3["Review risk: Docs: dependency-policy.md"]
R3 --> V3["docs review"]
Evidence --> S4["Test (20 files)"]
S4 --> I4["regression suite"]
I4 --> R4["Review risk: Test (20 files)"]
R4 --> V4["targeted test run"]
seonghobae
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Rebuilt this existing PR on the current Current-head evidence:
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seonghobae
force-pushed
the
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Current-HEAD queue correction: removed the concurrent 5c253ac stale/dummy replay because it reintroduced a broad destructive diff against develop, including current product code, tests, workflow gates, and dependency regressions. Restored the already validated focused HEAD 45c5b2a with an exact force-with-lease. Local evidence for this HEAD remains: 15 test files / 194 tests pass, 100% statement/branch/function/line coverage, typecheck and lint pass, and npm audit reports 0 vulnerabilities. Please evaluate checks and reviews only on this current SHA. |
확인했습니다. develop 브랜치 베이스로 재정리된 커밋이 성공적으로 테스트 및 커버리지를 만족하는 것을 확인했습니다. |
알겠습니다. 불필요한 커밋이 정리된 현재 HEAD 버전을 기준으로 이상이 없음을 인지하였으므로 추가 작업을 종료하겠습니다. |
There was a problem hiding this comment.
Pull request overview
OpenCode cannot approve yet because required coverage evidence did not pass.
Review outcome
1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence
-
Problem: The required coverage-evidence job result was
failure, so OpenCode cannot establish approval sufficiency for this head. -
Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.
-
Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports
successwith required evidence or explicit no-source not-applicable evidence. -
Regression test: Keep the approval branch checking
needs.coverage-evidence.result == successbefore posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present. -
Result: REQUEST_CHANGES
-
Reason: coverage-evidence result was
failure, so required test/docstring evidence was not proven for current headbfd6bd563538e5f187c26d02f15ea01a24cd1580. -
Head SHA:
bfd6bd563538e5f187c26d02f15ea01a24cd1580 -
Workflow run: 29193590440
-
Workflow attempt: 1
Coverage evidence
Coverage Evidence
- Head SHA:
bfd6bd563538e5f187c26d02f15ea01a24cd1580 - Required test evidence: supported repository test suites must pass.
- Required docstring evidence: repository-owned docstring gates must pass when configured; otherwise docstring coverage is advisory.
Implementation completeness scan
$ python3 /home/runner/work/bandscope/bandscope/scripts/ci/implementation_completeness_scan.py --repo-root . --changed-files /tmp/tmp.KSM0yqfZQR
# Implementation Completeness Scan
- Checked runtime source files: 15
- Declaration handling: typing.Protocol, abc.ABC, @abstractmethod, and @overload placeholders are treated as contracts, not executable missing implementations.
- Result: FAIL
- Reason: changed runtime code contains executable placeholder implementations.
Findings:
- services/analysis-engine/src/bandscope_analysis/ranges/analyzer.py:165 `RangeAnalyzer.__init__` - pass-only body
- services/analysis-engine/src/bandscope_analysis/roles/extractor.py:29 `RoleExtractor.__init__` - pass-only body
- services/analysis-engine/src/bandscope_analysis/separation/separator.py:59 `StemSeparator.__init__` - pass-only body
- services/analysis-engine/src/bandscope_analysis/temporal/analyzer.py:32 `TemporalAnalyzer.__init__` - pass-only body
- Result: FAIL (exit 1)
Python project dependencies (services/analysis-engine)
$ uv sync --project services/analysis-engine --group dev
Using CPython 3.12.3 interpreter at: /usr/bin/python3.12
Creating virtual environment at: services/analysis-engine/.venv
Resolved 49 packages in 0.63ms
Building bandscope-analysis @ file:///home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine
Downloading pygments (1.2MiB)
Downloading mypy (13.0MiB)
Downloading ruff (10.7MiB)
Downloading llvmlite (53.7MiB)
Downloading numpy (15.8MiB)
Downloading scipy (33.6MiB)
Downloading scikit-learn (8.5MiB)
Downloading numba (3.6MiB)
Downloading yt-dlp (3.0MiB)
Downloading soundfile (1.3MiB)
Downloaded soundfile
Downloaded pygments
Built bandscope-analysis @ file:///home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine
Downloaded numba
Downloaded ruff
Downloaded scikit-learn
Downloaded yt-dlp
Downloaded numpy
Downloaded llvmlite
Downloaded scipy
Downloaded mypy
Prepared 44 packages in 2.35s
Installed 44 packages in 150ms
+ audioread==3.1.0
+ bandit==1.9.4
+ bandscope-analysis==0.1.0 (from file:///home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine)
+ certifi==2026.2.25
+ cffi==2.0.0
+ charset-normalizer==3.4.6
+ coverage==7.13.4
+ decorator==5.2.1
+ idna==3.18
+ iniconfig==2.3.0
+ joblib==1.5.3
+ lazy-loader==0.5
+ librosa==0.11.0
+ librt==0.8.1
+ llvmlite==0.45.1
+ markdown-it-py==4.0.0
+ mdurl==0.1.2
+ msgpack==1.2.1
+ mypy==1.19.1
+ mypy-extensions==1.1.0
+ numba==0.62.1
+ numpy==2.3.5
+ packaging==26.0
+ pathspec==1.0.4
+ platformdirs==4.9.4
+ pluggy==1.6.0
+ pooch==1.9.0
+ pycparser==3.0
+ pygments==2.20.0
+ pytest==9.0.3
+ pytest-cov==7.0.0
+ pyyaml==6.0.3
+ requests==2.33.0
+ rich==15.0.0
+ ruff==0.15.5
+ scikit-learn==1.8.0
+ scipy==1.17.1
+ soundfile==0.13.1
+ soxr==1.0.0
+ stevedore==5.7.0
+ threadpoolctl==3.6.0
+ typing-extensions==4.15.0
+ urllib3==2.7.0
+ yt-dlp==2026.6.9
- Result: PASS
Python coverage with missing-line report (services/analysis-engine)
$ bash -c cd\ \"\$1\"\ \&\&\ PYTHONPATH=.\ uv\ run\ --with\ coverage\ --with\ pytest\ coverage\ run\ -m\ pytest\ tests\ \&\&\ uv\ run\ --with\ coverage\ coverage\ report\ --show-missing bash services/analysis-engine
============================= test session starts ==============================
platform linux -- Python 3.12.3, pytest-9.0.3, pluggy-1.6.0
rootdir: /home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine
configfile: pyproject.toml
plugins: cov-7.0.0
collected 438 items
tests/test_activity.py ........ [ 1%]
tests/test_anchors.py .... [ 2%]
tests/test_api.py ........................... [ 8%]
tests/test_chord_recognizer.py .................... [ 13%]
tests/test_chords.py ......................... [ 19%]
tests/test_cli.py ................. [ 23%]
tests/test_extractor.py ...... [ 24%]
tests/test_health.py . [ 24%]
tests/test_pipeline_integration.py ......... [ 26%]
tests/test_pitch_tracker.py ............... [ 30%]
tests/test_priority.py ........... [ 32%]
tests/test_ranges.py ................... [ 36%]
tests/test_release_asset_selection.py ........ [ 38%]
tests/test_release_metadata.py ....... [ 40%]
tests/test_release_packaging.py ......... [ 42%]
tests/test_roles.py ....... [ 44%]
tests/test_roles_ml.py ... [ 44%]
tests/test_segmenter.py ..................... [ 49%]
tests/test_separation.py .................................. [ 57%]
tests/test_supply_chain_policy.py ...................................... [ 65%]
........................................................................ [ 82%]
............................................ [ 92%]
tests/test_temporal.py ......... [ 94%]
tests/test_transcription.py ... [ 95%]
tests/test_tuning.py ..... [ 96%]
tests/test_youtube.py ................ [100%]
============================= 438 passed in 57.74s =============================
Name Stmts Miss Cover Missing
------------------------------------------------------------------------------------
src/bandscope_analysis/__init__.py 3 0 100%
src/bandscope_analysis/api.py 590 0 100%
src/bandscope_analysis/chords/__init__.py 5 0 100%
src/bandscope_analysis/chords/analyzer.py 116 0 100%
src/bandscope_analysis/chords/capo.py 10 0 100%
src/bandscope_analysis/chords/chord_recognizer.py 192 0 100%
src/bandscope_analysis/chords/model.py 15 0 100%
src/bandscope_analysis/cli.py 68 0 100%
src/bandscope_analysis/health.py 7 0 100%
src/bandscope_analysis/ranges/__init__.py 4 0 100%
src/bandscope_analysis/ranges/analyzer.py 77 0 100%
src/bandscope_analysis/ranges/model.py 19 0 100%
src/bandscope_analysis/ranges/pitch_tracker.py 54 0 100%
src/bandscope_analysis/roles/__init__.py 4 0 100%
src/bandscope_analysis/roles/activity.py 59 0 100%
src/bandscope_analysis/roles/extractor.py 118 0 100%
src/bandscope_analysis/roles/model.py 58 0 100%
src/bandscope_analysis/roles/priority.py 13 0 100%
src/bandscope_analysis/roles/tuning.py 11 0 100%
src/bandscope_analysis/sections/__init__.py 6 0 100%
src/bandscope_analysis/sections/anchors.py 5 0 100%
src/bandscope_analysis/sections/extractor.py 38 0 100%
src/bandscope_analysis/sections/model.py 35 0 100%
src/bandscope_analysis/sections/segmenter.py 140 0 100%
src/bandscope_analysis/sections/utils.py 8 0 100%
src/bandscope_analysis/separation/__init__.py 4 0 100%
src/bandscope_analysis/separation/audio_separator.py 145 0 100%
src/bandscope_analysis/separation/model.py 31 0 100%
src/bandscope_analysis/separation/separator.py 34 0 100%
src/bandscope_analysis/temporal/__init__.py 3 0 100%
src/bandscope_analysis/temporal/analyzer.py 49 0 100%
src/bandscope_analysis/temporal/model.py 9 0 100%
src/bandscope_analysis/transcription/__init__.py 2 0 100%
src/bandscope_analysis/transcription/api.py 11 0 100%
src/bandscope_analysis/youtube.py 84 0 100%
------------------------------------------------------------------------------------
TOTAL 2027 0 100%
- Result: PASS
Python docstring coverage
- Result: DEFERRED
- Reason: package.json defines check:python-docstrings; repository-owned docstring coverage runs after package dependency setup.
JavaScript/TypeScript dependencies (npm ci)
$ npm ci
added 272 packages, and audited 275 packages in 8s
71 packages are looking for funding
run `npm fund` for details
found 0 vulnerabilities
- Result: PASS
Repository docstring coverage
$ npm run check:python-docstrings
> bandscope@0.1.3 check:python-docstrings
> python3 scripts/checks/run_analysis_command.py ruff check src tests ../../scripts --select D100,D101,D102,D103,D104,D105,D106,D107
All checks passed!
Running analysis command in /home/runner/work/bandscope/bandscope/pr-head/services/analysis-engine: uv run ruff check src tests ../../scripts --select D100,D101,D102,D103,D104,D105,D106,D107
- Result: PASS
JavaScript/TypeScript test coverage
$ npm test -- --coverage
> bandscope@0.1.3 test
> node scripts/checks/run_root_tests.mjs --coverage
Running root test command: npm run test --workspaces --if-present
> @bandscope/desktop@0.1.0 test
> node -e "require('node:fs').mkdirSync('coverage/.tmp', { recursive: true })" && vitest run --coverage
�[1m�[30m�[46m RUN �[49m�[39m�[22m �[36mv4.1.9 �[39m�[90m/home/runner/work/bandscope/bandscope/pr-head/apps/desktop�[39m
�[2mCoverage enabled with �[22m�[33mv8�[39m
�[32m✓�[39m src/lib/export.test.ts �[2m(�[22m�[2m17 tests�[22m�[2m)�[22m�[32m 24�[2mms�[22m�[39m
�[32m✓�[39m src/lib/analysis.test.ts �[2m(�[22m�[2m15 tests�[22m�[2m)�[22m�[32m 38�[2mms�[22m�[39m
## Changed-File Evidence Map
```mermaid
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (105 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (105 files)"]
R1 --> V1["required checks"]
Evidence --> S2["Workflow (9 files)"]
S2 --> I2["GitHub Actions review job"]
I2 --> R2["Review risk: Workflow (9 files)"]
R2 --> V2["actionlint plus required checks"]
Evidence --> S3["Docs: dependency-policy.md"]
S3 --> I3["operator or user guidance"]
I3 --> R3["Review risk: Docs: dependency-policy.md"]
R3 --> V3["docs review"]
Evidence --> S4["Test (20 files)"]
S4 --> I4["regression suite"]
I4 --> R4["Review risk: Test (20 files)"]
R4 --> V4["targeted test run"]
bfd6bd5 to
45c5b2a
Compare
|
Queue correction repeated for current HEAD bfd6bd5. That single commit replayed a stale repository snapshot while claiming only the ConfidenceMetric optimization: it deleted the current Rust core, numerous analysis functions and regression tests, weakened Trivy from Medium+ to High-only, downgraded pinned actions, and removed current governance guidance. The destructive replay was removed with an exact force-with-lease and focused validated HEAD 45c5b2a is current again. This recurrence is also being treated as a central replay-guard defect in ContextualWisdomLab/.github rather than accepted as repository work. |
알겠습니다. 잘못된 HEAD 덮어쓰기로 인해 발생했던 파괴적인 변경 사항들은 제거되었으며, 올바른 현재 HEAD( |
There was a problem hiding this comment.
Pull request overview
OpenCode cannot approve yet because required coverage evidence did not pass.
Review outcome
1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence
-
Problem: The required coverage-evidence job result was
failure, so OpenCode cannot establish approval sufficiency for this head. -
Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.
-
Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports
successwith required evidence or explicit no-source not-applicable evidence. -
Regression test: Keep the approval branch checking
needs.coverage-evidence.result == successbefore posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present. -
Result: REQUEST_CHANGES
-
Reason: coverage-evidence result was
failure, so required test/docstring evidence was not proven for current head62c4caa118a64faeaa240fc38048750f7d196c16. -
Head SHA:
62c4caa118a64faeaa240fc38048750f7d196c16 -
Workflow run: 29201472862
-
Workflow attempt: 1
Coverage evidence
Coverage evidence job did not run or did not publish coverage evidence.
Changed-File Evidence Map
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (105 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (105 files)"]
R1 --> V1["required checks"]
Evidence --> S2["Workflow (9 files)"]
S2 --> I2["GitHub Actions review job"]
I2 --> R2["Review risk: Workflow (9 files)"]
R2 --> V2["actionlint plus required checks"]
Evidence --> S3["Docs: dependency-policy.md"]
S3 --> I3["operator or user guidance"]
I3 --> R3["Review risk: Docs: dependency-policy.md"]
R3 --> V3["docs review"]
Evidence --> S4["Test (20 files)"]
S4 --> I4["regression suite"]
I4 --> R4["Review risk: Test (20 files)"]
R4 --> V4["targeted test run"]
This reverts commit 62c4caa.
💡 What:
ConfidenceMetric컴포넌트에서 가장 낮은 confidence 레벨을 찾을 때 사용하던 무조건적인.reduce()호출을for...of루프와break문으로 교체했습니다.🎯 Why: 'low'는 가능한 가장 낮은 confidence 레벨이므로, 이를 발견했을 때 나머지 배열 요소를 순회할 필요가 없습니다. 하지만 기존의
.reduce()는 모든 요소를 O(N)으로 순회하여 불필요한 연산이 발생했습니다.📊 Impact: 절대적인 최소값인 'low'를 발견하는 즉시 순회를 중단(short-circuit)하므로 불필요한 O(N) 순회가 단축됩니다.
🔬 Measurement:
App.test.tsx에서 'low' 레벨을 가진 섹션 이후에 다른 섹션들이 존재하는 케이스를 테스트하여 early return(break)이 정상 작동하는지 커버리지를 검증했습니다. 100% 테스트 커버리지를 유지합니다.PR created automatically by Jules for task 12832571389246788449 started by @seonghobae