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Angelcotech/townwatch

https://github.com/Angelcotech/townwatch · scanned 2026-06-17 01:16 UTC (1 month, 2 weeks ago)

88 raw signals (0 security + 88 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +15.6 (diff) · 76 actionable findings from 1 signal source. 12 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
92.3
/100
Security checks
92
0 findings
System graph
92
77.8% cov · 76 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 5 Medium 8 Low 34 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 76 Crowd 0 Layer: Software 22 Hardware 2 Security 6 Quality 46
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Scan summary Repository scanned at 92.3/100 with 77.8% coverage. It contains 1250 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 88 findings — concentrated in quality (58), software (22), security (6). Risk profile is high: 0 critical, 5 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 47 of 76 actionable findings. 88 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.

high System graph security auth conf 1.00 FastAPI POST `post_comment` without auth dependency — etl/townwatch_etl/api.py:149
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
etl/townwatch_etl/api.py:149 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `post_correction` without auth dependency — etl/townwatch_etl/api.py:90
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
etl/townwatch_etl/api.py:90 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `post_email_delivery_event` without auth dependency — etl/townwatch_etl/api.py:172
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
etl/townwatch_etl/api.py:172 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `post_home_jurisdiction` without auth dependency — etl/townwatch_etl/api.py:132
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
etl/townwatch_etl/api.py:132 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `post_user_sync` without auth dependency — etl/townwatch_etl/api.py:114
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
etl/townwatch_etl/api.py:114 securityAuth fastapi unauth mutation
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 hardware Security conf 1.00 Dockerfile runs as root: etl/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — etl/townwatch_etl/extractors/pdf_text.py:81
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — etl/townwatch_etl/jobs/daily_refresh.py:325
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — etl/townwatch_etl/jobs/scaffold.py:153
`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 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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 35 placeholder/mock markers across 13 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
2 test file(s) for 134 source file(s) (ratio 0.01). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 8 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `DATABASE_PUBLIC_URL`, `INTAKE_TOKEN`, `MISTRAL_API_KEY`, `PORT`, `RESEND_API_KEY`, `RESEND_FROM`, `RESEND_REPLY_TO`, `VISION_RENDER_DPI`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
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 664 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
etl/Dockerfile:18 containersPinned dependencies
low System graph quality Integrity conf 1.00 10 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: etl/townwatch_etl/identity.py:resolve, etl/townwatch_etl/identity.py:resolve 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.
10 occurrences
repo-level (10 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: etl/townwatch_etl/jobs/sync_capabilities.py:main, etl/townwatch_etl/jobs/monitor_clerk_contact.py:main, etl/townwatch_etl/jobs/monitor_roster_changes.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://j…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: etl/townwatch_etl/patterns/qa_data_anomalies.py:detect, etl/townwatch_etl/patterns/qa_data_anomalies.py:detect, etl/townwatch_etl/patterns/qa_data_anomalies.py:detect, etl/townwatch_etl/patterns/qa_data_anomalies.py:detect This is *the* AI-coder fail…
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 quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in etl/townwatch_etl/extractors/agendas.py:477
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 `model_copy` in etl/townwatch_etl/extractors/minutes.py:524
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: backfill_genesis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/activity.py:70
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_from_screenshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/extractors/election_results.py:256
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_from_screenshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/extractors/council_roster.py:202
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_categories
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/scrapers/civicclerk_meetings.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: go_to_roster
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/streamlit_app.py:116
low System graph software Dead code conf 1.00 Possibly dead Python function: kwargs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/meetings_inventory.py:134
low System graph software Dead code conf 1.00 Possibly dead Python function: mark_url_healthy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/audit.py:138
low System graph software Dead code conf 1.00 Possibly dead Python function: observe_agenda_missing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/refresh_findings.py:117
low System graph software Dead code conf 1.00 Possibly dead Python function: observe_budget_adoption_overdue
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/refresh_findings.py:361
low System graph software Dead code conf 1.00 Possibly dead Python function: observe_campaign_finance_missing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/refresh_findings.py:189
low System graph software Dead code conf 1.00 Possibly dead Python function: observe_meeting_notice_too_short
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/refresh_findings.py:278
low System graph software Dead code conf 1.00 Possibly dead Python function: observe_member_roster_missing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/refresh_findings.py:157
low System graph software Dead code conf 1.00 Possibly dead Python function: observe_minutes_missing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/refresh_findings.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: pdf_page_count
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/extractors/chunking.py:42
low System graph software Dead code conf 1.00 Possibly dead Python function: record_alias
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/identity.py:516
low System graph software Dead code conf 1.00 Possibly dead Python function: record_process_error
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/pipeline_errors.py:16
low System graph software Dead code conf 1.00 Possibly dead Python function: release
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/funds.py:277
low System graph software Dead code conf 1.00 Possibly dead Python function: source_name
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/jobs/meetings_inventory.py:154
low System graph software Dead code conf 1.00 Possibly dead Python function: spending_allowed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/funds.py:104
low System graph software Dead code conf 1.00 Possibly dead Python function: split_pdf_to_windows
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/extractors/chunking.py:46
low System graph software Dead code conf 1.00 Possibly dead Python function: split_text_to_windows
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/extractors/chunking.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: upsert
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
etl/townwatch_etl/ingest_base.py:146
low System graph quality Complexity conf 1.00 Very large file: etl/streamlit_app.py (1274 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: etl/townwatch_etl/jobs/prepare_records_request.py (1176 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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