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AMAP-ML/SkillClaw

https://github.com/AMAP-ML/SkillClaw · scanned 2026-05-17 01:36 UTC (16 hours, 44 minutes ago) · 10 languages

112 findings (24 legacy + 88 scanner) 69th percentile · Python · medium (20-100K LoC) Scanner says 86 (lower by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 16 hours, 43 minutes ago · v1 · 112 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 10 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).

10 matching findings on this repo

medium Public web service has no security.txt .well-known/security.txt
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … skillclaw/dashboard_server.py:181
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … skillclaw/cli.py:220
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … skillclaw/api_server.py:1236
medium localStorage write failures are swallowed silently skillclaw/dashboard_assets/app.js:1116
medium Agent control bridge may listen on a network interface without visible auth skillclaw/config.py:6
medium Agent control bridge may listen on a network interface without visible auth evolve_server/__main__.py:260
low Duplicated implementation block across source files skillclaw/validation_store.py:45
low Duplicated implementation block across source files evolve_server/pipeline/skill_verifier.py:60
low Duplicated implementation block across source files evolve_server/engines/workflow.py:98

View all fragile runtime findings →

Legacy markers 13 findings

What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.

Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.

How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.

Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.

12 matching findings on this repo

low Legacy-named symbol `bundle_v1` in tests/test_dashboard.py:66
low Legacy-named symbol `bundle_v1` in tests/test_skill_bundle_support.py:63
low Legacy-named symbol `bundle_v1` in skillclaw/dashboard_ingest.py:90
low Legacy-named symbol `list_objects_v2` in skillclaw/object_store.py:164
low Legacy-named symbol `restored_from_backup` in skillclaw/api_server.py:2882
low Legacy-named symbol `restored_from_backup` in skillclaw/launcher.py:141
low Legacy-named symbol `latest_backup` in skillclaw/cli.py:74
low Legacy-named symbol `bundle_v1` in skillclaw/dashboard_server.py:137
low Legacy-named symbol `latest_backup` in skillclaw/claw_adapter.py:536
low Legacy-named symbol `bundle_v1` in skillclaw/skill_hub.py:181
low Legacy-named symbol `bundle_v1` in evolve_server/engines/workflow.py:189
low Legacy-named symbol `bundle_v1` in evolve_server/engines/agent.py:327

View all legacy markers findings →

{# ── 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. #}

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