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VentureLabAI/picture-hunt

https://github.com/VentureLabAI/picture-hunt · scanned 2026-06-16 00:48 UTC (2 months, 1 week ago)

57 raw signals (0 security + 57 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 57 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
82.6
/100
Security checks
83
0 findings
System graph
83
66.7% cov · 57 findings
Critical
0
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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 24 Low 14 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 57 Crowd 0 Layer: Frontend 10 Security 16 Quality 31
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Scan summary Repository scanned at 82.6/100 with 66.7% coverage. It contains 526 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 57 findings — concentrated in quality (31), security (16), frontend (10). Risk profile is low: 0 critical, 0 high, 24 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 38 of 57 actionable findings. 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 Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — play/paywall.js:232
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — play/sw.js:364
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — worker/worker.js:39
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
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, tests, operator-readme. 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 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 quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests, operator-readme. 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 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 'direct_innerhtml_assignment' in play/app.js:38
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/app.js:38 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/content/daily-challenge-streak.js:264
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/content/daily-challenge-streak.js:264 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/content/memory-hunt.js:120
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/content/memory-hunt.js:120 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/content/phonics-hunt.js:215
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/content/phonics-hunt.js:215 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/content/review-mode.js:223
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/content/review-mode.js:223 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/content/sorting-safari.js:277
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/content/sorting-safari.js:277 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/content/sticker-book.js:128
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/content/sticker-book.js:128 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/hint-system.js:200
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/hint-system.js:200 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/install-prompt.js:102
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/install-prompt.js:102 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/parent-dashboard.js:159
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/parent-dashboard.js:159 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/paywall.js:171
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/paywall.js:171 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/storyline-mode.js:299
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/storyline-mode.js:299 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in play/sw-register.js:110
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
play/sw-register.js:110 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_outerhtml_assignment' in play/app.js:808
Found a known-risky pattern (direct_outerhtml_assignment). Review and replace if possible.
play/app.js:808 Direct outerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'insert_adjacent_html' in play/app.js:800
Found a known-risky pattern (insert_adjacent_html). Review and replace if possible.
play/app.js:800 Insert adjacent html
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
0 test file(s) for 22 source file(s) (ratio 0.00). 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 16 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 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 Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/app.js:458
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/content/daily-challenge-streak.js:389
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/content/sticker-book.js:403
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/hint-system.js:635
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/progress-sync.js:59
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/storyline-mode.js:236
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/sw-register.js:21
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — play/sw.js:320
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — worker/worker.js:355
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: play/app.js (2057 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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