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lhfer/claude-howto-zh-cn

https://github.com/lhfer/claude-howto-zh-cn · scanned 2026-05-17 01:37 UTC (14 hours, 43 minutes ago) · 10 languages

142 findings (6 legacy + 136 scanner) 8/10 scanners ran 82nd percentile · Python · small (2-20K LoC) Scanner says 88 (lower by 7)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 14 hours, 42 minutes ago · v2 · 74 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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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.

Fragile runtime 5 findings

What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.

Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.

How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.

Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).

5 matching findings on this repo

medium Agent control bridge may listen on a network interface without visible auth scripts/vendor_assets.py:1
medium Agent auto-approve or skip-permissions mode is easy to enable 09-advanced-features/README.md:453
low Duplicated implementation block across source files 06-hooks/context-tracker.py:26
medium Network/subprocess call without timeout or try/except — scripts/vendor_assets.p…
medium Network/subprocess call without timeout or try/except — scripts/validate_locali…

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Config drift 1 finding

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.

1 matching finding on this repo

low File has no detected symbols: scripts/website_templates/tailwind.config.js

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{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}

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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