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willbr/pq.ai

https://github.com/willbr/pq.ai · scanned 2026-06-16 00:58 UTC (2 months, 1 week ago)

67 raw signals (0 security + 67 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 56 actionable findings from 1 signal source. 11 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
82.3
/100
Security checks
82
0 findings
System graph
82
55.6% cov · 56 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 5 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 56 Crowd 0 Layer: Software 17 Frontend 1 Security 1 Cicd 1 Quality 36
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Scan summary Repository scanned at 82.3/100 with 55.6% coverage. It contains 1623 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 67 findings — concentrated in quality (47), software (17), frontend (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 37 of 56 actionable findings. 67 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 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 — setup.py:71
`urllib.request.urlopen(...)` 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 101 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 12 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: quake/pr_exec.py:parm_strofs, quake/pr_exec.py:parm_str 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.
12 occurrences
repo-level (12 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: quake/render.py:transform, quake/render.py:transform, quake/render.py:transform 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.
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: quake/render.py:emit_face, quake/render.py:emit_face_ofs, quake/render.py:emit_face_ofs, quake/render.py:emit_face This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or docum…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: quake/render.py:fill, quake/render.py:fill, quake/render.py:fill, quake/render.py:fill 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.
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 `test_fb8_to_dib_aligned_width_is_a_plain_copy` in tests/test_win_ui.py:47
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: acceptsFirstResponder
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:66
low System graph software Dead code conf 1.00 Possibly dead Python function: applicationShouldTerminate_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:274
low System graph software Dead code conf 1.00 Possibly dead Python function: drawRect_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:214
low System graph software Dead code conf 1.00 Possibly dead Python function: face_vertices
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
quake/bsp.py:127
low System graph software Dead code conf 1.00 Possibly dead Python function: flagsChanged_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:109
low System graph software Dead code conf 1.00 Possibly dead Python function: isFlipped
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:63
low System graph software Dead code conf 1.00 Possibly dead Python function: keyDown_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: keyf
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
quake/render.py:1662
low System graph software Dead code conf 1.00 Possibly dead Python function: keyUp_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:105
low System graph software Dead code conf 1.00 Possibly dead Python function: mouseDown_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:194
low System graph software Dead code conf 1.00 Possibly dead Python function: mouseDragged_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:205
low System graph software Dead code conf 1.00 Possibly dead Python function: mouseUp_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:197
low System graph software Dead code conf 1.00 Possibly dead Python function: point_contents
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
quake/physics.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: project_point
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
quake/render.py:1102
low System graph software Dead code conf 1.00 Possibly dead Python function: tick
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:485
low System graph software Dead code conf 1.00 Possibly dead Python function: weapon_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
quake/sv.py:2127
low System graph software Dead code conf 1.00 Possibly dead Python function: windowWillClose_
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mac_cocoa.py:271
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 `_pf_noop` (body is just `pass`/`return`) — quake/sv.py:1187
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `cycle` (body is just `pass`/`return`) — quake/menu.py:47
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `global_ofs` (body is just `pass`/`return`) — quake/pr_exec.py:396
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: client.py (2118 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: quake/render.py (2724 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: quake/sv.py (2786 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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