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cecil-su/ai-lab

https://github.com/cecil-su/ai-lab · scanned 2026-06-17 01:46 UTC (1 month, 1 week ago)

17 raw signals (0 security + 17 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ -3.6 (diff) · 17 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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66.7% cov · 17 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 7 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 17 Crowd 0 Layer: Frontend 4 Cicd 1 Quality 11 Security 1

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 73.1/100 with 66.7% coverage. It contains 237 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 17 findings — concentrated in quality (11), frontend (4), cicd (1). Risk profile is low: 0 critical, 0 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 14 of 17 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 Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/novel-runtime/SKILL.md

This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.

skills/novel-runtime/SKILL.md VerificationSkill file

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, lockfile. 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 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/knowledge-feed.yml CI/CD securitySupply chainGithub actions

medium System graph quality Tests conf 1.00 Very low test-to-source ratio

2 test file(s) for 21 source file(s) (ratio 0.10). 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, lockfile. 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 24 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 dependencies conf 1.00 Node manifest has dependencies but no lockfile: lab/news-curator/package.json

`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.

lab/news-curator/package.json LockfileReproducibilityGenerated repo pattern

low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: tools/create-lab/package.json

`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.

tools/create-lab/package.json LockfileReproducibilityGenerated repo pattern

low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: tools/knowledge-feed/package.json

`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.

tools/knowledge-feed/package.json LockfileReproducibilityGenerated repo pattern

low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — lab/news-curator/src/fetch.ts:54

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 — lab/news-curator/src/split.ts:71

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 — tools/create-lab/src/index.ts:2

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 — tools/knowledge-feed/src/index.ts:50

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

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