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shoal-rat/quant-research-lab

https://github.com/shoal-rat/quant-research-lab · scanned 2026-06-16 00:11 UTC (2 months, 2 weeks ago)

27 raw signals (0 security + 27 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 27 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
82.6
/100
Security checks
83
0 findings
System graph
83
88.9% cov · 27 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 10 Low 9 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 27 Crowd 0 Layer: Software 1 Security 3 Cicd 1 Quality 22
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Scan summary Repository scanned at 82.6/100 with 88.9% coverage. It contains 642 nodes across 8 cross-layer flows, written primarily in mixed languages. Engine surfaced 27 findings — concentrated in quality (22), security (3), software (1). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 19 of 27 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/fetch-market-data.mjs:53
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/store/AppStore.tsx:613
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in scripts/dialogue-bridge.mjs:476
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
scripts/dialogue-bridge.mjs:476 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/build-wallpaper.mjs:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/build-wallpaper.mjs:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/dialogue-bridge.mjs:26
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/dialogue-bridge.mjs:26 Node child process
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/video/render_video.py:404
`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 54 placeholder/mock markers across 19 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
8 test file(s) for 105 source file(s) (ratio 0.08). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 91 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/video/music_gen.py:midi, scripts/video/music_gen.py:m This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `board_v2` in scripts/capture-v2.mjs:86
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `board_v2` in scripts/video/build_gifs_v2.py:37
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `close_real_final_v2` in src/engines/dialogue/banks/generated.ts:4085
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `w_old` in scripts/dialogue-bridge.mjs:163
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: add
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/video/music_gen.py:109
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Complexity conf 1.00 Very large file: src/engines/dialogue/banks/generated.ts (4280 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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