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rm91learn-lab/aifactory

https://github.com/rm91learn-lab/aifactory · scanned 2026-06-15 23:52 UTC (2 months, 3 weeks ago)

310 raw signals (0 security + 310 graph)

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Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 303 actionable findings from 1 signal source. 7 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 303 findings

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Severity: Critical 2 High 17 Medium 228 Low 40 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 303 Crowd 0 Layer: Software 26 Api 1 Frontend 3 Security 130 Cicd 1 Quality 142

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Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 4 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

4 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 6 places repo-level
low Near-duplicate function bodies in 9 places
low Near-duplicate function bodies in 3 places

View all duplicates & near-duplicates findings →

Commented-out code 13 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (8 lines) in scripts/build-dashboard.mjs:2
info Commented-code block (5 lines) in scripts/build-vault.mjs:2
info Commented-code block (5 lines) in scripts/monitor.mjs:2
info Commented-code block (5 lines) in daemon/factory-daemon.mjs:437
info Commented-code block (8 lines) in .claude/skills/systematic-debugging/condition…
info Commented-code block (5 lines) in .claude/skills/last30days/scripts/last30days.…
info Commented-code block (7 lines) in .claude/skills/last30days/scripts/lib/rerank.…
info Commented-code block (6 lines) in .claude/skills/last30days/scripts/lib/bluesky…
info Commented-code block (5 lines) in .claude/skills/last30days/scripts/lib/http.py…
info Commented-code block (7 lines) in .claude/skills/last30days/scripts/lib/render.…
info Commented-code block (5 lines) in .claude/skills/last30days/scripts/lib/env.py:…
info Commented-code block (5 lines) in .claude/skills/last30days/scripts/lib/pipelin…

View all commented-out code findings →

Config drift 18 findings

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

12 matching findings on this repo

low Possibly dead Python function: cmd_config .claude/skills/last30days/scripts/watchlist.py:233
low Possibly dead Python function: config_exists .claude/skills/last30days/scripts/lib/env.py:460
high Agent instruction/config may expose a secret: .claude/gsd-core/references/works… .claude/gsd-core/references/workstream-flag.md:101
high Agent instruction/config may expose a secret: .claude/skills/cso/SKILL.md .claude/skills/cso/SKILL.md:696
high Agent instruction/config may expose a secret: .claude/skills/health/SKILL.md .claude/skills/health/SKILL.md:692
high Agent instruction/config may expose a secret: .claude/skills/plan-design-review… .claude/skills/plan-design-review/SKILL.md:693
high Agent instruction/config may expose a secret: .claude/skills/office-hours/SKILL… .claude/skills/office-hours/SKILL.md:727
high Agent instruction/config may expose a secret: .claude/skills/writing-skills/ant… .claude/skills/writing-skills/anthropic-best-prac…:1063
high Agent instruction/config may expose a secret: .claude/skills/autoplan/SKILL.md .claude/skills/autoplan/SKILL.md:698
high Agent instruction/config may expose a secret: .claude/skills/design-consultatio… .claude/skills/design-consultation/SKILL.md:716
high Agent instruction/config may expose a secret: .claude/skills/design-html/SKILL.… .claude/skills/design-html/SKILL.md:697
high Agent instruction/config may expose a secret: .claude/skills/document-generate/… .claude/skills/document-generate/SKILL.md:696

View all config drift findings →

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