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ts95/SoloPianoTranscription

https://github.com/ts95/SoloPianoTranscription · scanned 2026-06-16 00:42 UTC (2 months, 1 week ago)

30 raw signals (0 security + 30 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 26 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
79.4
/100
Security checks
79
0 findings
System graph
79
55.6% cov · 26 findings
Critical
0
click to filter
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 6 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 26 Crowd 0 Layer: Software 11 Frontend 1 Security 1 Cicd 1 Quality 12
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Scan summary Repository scanned at 79.4/100 with 55.6% coverage. It contains 178 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 30 findings — concentrated in quality (16), software (11), frontend (1). Risk profile is low: 0 critical, 0 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 23 of 26 actionable findings. 30 raw detector signals were grouped into reader-sized issues. 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 Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.json
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/transcription_cleanup.py:1476
`subprocess.run(...)` 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 security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
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
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 52 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 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/transcription_cleanup.py:find_artifacts, scripts/transcription_cleanup.py:f 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.
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: avg_midi
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:1656
low System graph software Dead code conf 1.00 Possibly dead Python function: avg_pitch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:1722
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_analyze
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:255
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_beats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:1371
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_clean
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:298
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_consensus
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:1569
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_post
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:1699
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_quantize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:765
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_verify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:1439
low System graph software Dead code conf 1.00 Possibly dead Python function: f
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/transcription_cleanup.py:612
low System graph software Dead code conf 1.00 Possibly dead Python function: make_pedal_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/musescore_pedal_lib.py:439
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: scripts/transcription_cleanup.py (2178 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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