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YujunZhou/TRACE_exp

https://github.com/YujunZhou/TRACE_exp · scanned 2026-06-16 01:08 UTC (2 months, 1 week ago)

33 raw signals (0 security + 33 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 27 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
96.8
/100
Security checks
97
0 findings
System graph
97
55.6% cov · 27 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 4 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 27 Crowd 0 Layer: Software 7 Frontend 1 Security 2 Cicd 1 Quality 16
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Scan summary Repository scanned at 96.8/100 with 55.6% coverage. It contains 320 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 33 findings — concentrated in quality (22), software (7), security (2). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 20 of 27 actionable findings. 33 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 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 'subprocess_shell_true' in experiments/clawarena/clawarena/exec_checks.py:72
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
experiments/clawarena/clawarena/exec_checks.py:72 Subprocess shell true
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 Debug conf 1.00 Debug logging residue appears in source files
Found 12 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 Tests conf 1.00 Low test-to-source ratio
5 tests / 26 src (ratio 0.19).
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: experiments/memoryarena/memoryarena/claude_cli_runtime.py:generate_artifact_with_claude, experiments/memoryarena/memoryarena/claude_cli_runtime.py:generate_artifact_with_anthropic_api This is *the* AI-coder failure mode (4× more duplication in vibe-c…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: experiments/clawarena/clawarena/conditions.py:memory_notes, experiments/clawarena/clawarena/conditions.py:memory_notes, experiments/clawarena/clawarena/conditions.py:memory_notes This is *the* AI-coder failure mode (4× more duplication in vibe-coded …
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `memoryarena_v1` in experiments/memoryarena/memoryarena/runner.py:1022
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 `skill_library_v2` in experiments/memoryarena/memoryarena/skill_manifest.py:14
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: is_frozen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/clawarena/clawarena/conditions.py:498
low System graph software Dead code conf 1.00 Possibly dead Python function: memory_hash_frozen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/memoryarena/memoryarena/runner.py:443
low System graph software Dead code conf 1.00 Possibly dead Python function: memory_hash_frozen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/clawarena/clawarena/conditions.py:504
low System graph software Dead code conf 1.00 Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/memoryarena/memoryarena/claude_cli_runtime.py:88
low System graph software Dead code conf 1.00 Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/clawarena/clawarena/exec_checks.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: restore_workspace_snapshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/clawarena/clawarena/workspace.py:241
low System graph software Dead code conf 1.00 Possibly dead Python function: snapshot_workspace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
experiments/clawarena/clawarena/workspace.py:222
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 Integrity conf 1.00 Stub function `observe_correction` (body is just `pass`/`return`) — experiments/clawarena/clawarena/conditions.py:67
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: experiments/memoryarena/memoryarena/runner.py (1201 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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