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YouAreSpecialToMe/gaokaomap

https://github.com/YouAreSpecialToMe/gaokaomap · scanned 2026-06-16 01:07 UTC (2 months, 1 week ago)

28 raw signals (0 security + 28 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 19 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
94.8
/100
Security checks
95
0 findings
System graph
95
88.9% cov · 19 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 9 Low 8 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 19 Crowd 0 Layer: Software 3 Frontend 1 Security 6 Cicd 1 Quality 8
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Scan summary Repository scanned at 94.8/100 with 88.9% coverage. It contains 158 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 28 findings — concentrated in quality (13), software (7), security (6). Risk profile is low: 0 critical, 0 high, 9 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 17 of 19 actionable findings. 28 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in app.py:165
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
app.py:165 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in scripts/serve-api.py:114
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
scripts/serve-api.py:114 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in serve-api.py:161
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
serve-api.py:161 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in index.html:1015
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
index.html:1015 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_outerhtml_assignment' in index.html:1839
Found a known-risky pattern (direct_outerhtml_assignment). Review and replace if possible.
index.html:1839 Direct outerhtml assignment
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
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 22 source file(s) (ratio 0.05). 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 96 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 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: serve-api.py:rank_of, app.py:rank_of 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.
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: serve-api.py:quiz_unis, app.py:quiz_unis, scripts/serve-api.py:quiz_unis 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.
3 occurrences
repo-level (3 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 3 occurrences Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
app.py:196
scripts/serve-api.py:121
serve-api.py:168
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
app.py:175
scripts/serve-api.py:119
serve-api.py:166
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_file
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/etl-batch2.py:70
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
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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