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zl1212-ship-it/education-policy-care-audit

https://github.com/zl1212-ship-it/education-policy-care-audit · scanned 2026-06-16 01:13 UTC (2 months, 1 week ago)

53 raw signals (0 security + 53 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 36 actionable findings from 1 signal source. 17 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
92.0
/100
Security checks
92
0 findings
System graph
92
55.6% cov · 36 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 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 36 Crowd 0 Layer: Software 19 Frontend 1 Security 1 Cicd 1 Quality 14
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Scan summary Repository scanned at 92.0/100 with 55.6% coverage. It contains 569 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 53 findings — concentrated in software (25), quality (25), frontend (1). Risk profile is low: 0 critical, 0 high, 6 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 31 of 36 actionable findings. 53 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 Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/update_data.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — j3_admissions/validate_fairtest.py:40
`urllib.request.urlretrieve(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — j7_proctoring/run_detectors.py:69
`urllib.request.urlretrieve(...)` 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 quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 103 source file(s) (ratio 0.01). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests. 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 615 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 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scrape_usaspending.py:fetch_recipient_spending, scrape_usaspending.py:fetch_top_agency 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.
11 occurrences
repo-level (11 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: j7_proctoring/run_detectors.py:run, j7_proctoring/run_detectors.py:run, j7_proctoring/run_detectors.py:run, j7_proctoring/run_detectors.py:run This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
2 occurrences
repo-level (2 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: binv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j4_adoption/analyze_did.py:41
low System graph software Dead code conf 1.00 Possibly dead Python function: build_panel_CT
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j10_accountability/build_rdd_states.py:170
low System graph software Dead code conf 1.00 Possibly dead Python function: build_panel_WA
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j10_accountability/build_rdd_states.py:97
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_promote
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j4_adoption/collect_regents.py:131
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_scan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j4_adoption/collect_regents.py:86
low System graph software Dead code conf 1.00 Possibly dead Python function: ctier
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j2_audit/robustness_audit.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: det_mediapipe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j7_proctoring/run_detectors.py:141
low System graph software Dead code conf 1.00 Possibly dead Python function: det_mtcnn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j7_proctoring/run_detectors.py:161
low System graph software Dead code conf 1.00 Possibly dead Python function: event_quarter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j9_aipolicy/build_panel.py:156
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_top_agency
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scrape_usaspending.py:66
low System graph software Dead code conf 1.00 Possibly dead Python function: first_int
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j5_governance/build_governance_panel.py:37
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: handle_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
j6_detection/build_policy_corpus.py:59
j7_proctoring/build_vendor_corpus.py:57
j9_aipolicy/build_panel.py:104
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: handle_endtag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
j6_detection/build_policy_corpus.py:55
j7_proctoring/build_vendor_corpus.py:51
j9_aipolicy/build_panel.py:100
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: handle_starttag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
j6_detection/build_policy_corpus.py:51
j7_proctoring/build_vendor_corpus.py:45
j9_aipolicy/build_panel.py:94
low System graph software Dead code conf 1.00 Possibly dead Python function: has_any_student
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j5_governance/build_governance_panel.py:91
low System graph software Dead code conf 1.00 Possibly dead Python function: has_voting_student
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j5_governance/build_governance_panel.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: has_voting_teacher
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j5_governance/build_governance_panel.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: lab
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j4_adoption/robustness.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: stier
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
j2_audit/robustness_audit.py:47
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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