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fix-false-positives

85 / 100 · Low risk

Fine to try.

By jiayaoqijia/cryptoskill (GitHub) · other · 81 stars · scanned at commit 0dc9f60

Use when the user asks to "fix false positives", "check FP stats", "triage autofixer false positives", "why is rule X getting dismissed", or wants to reduce dismissal rates in the program_autofixer. Queries live dismissal telemetry from Databricks, ranks rules by false-positive burden, diagnoses the root cause in the rule's visitor, and implements a fix with the user approving each step.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'fix-false-positives' ] || [ -L ~/.agents/skills/'fix-false-positives' ]; then echo 'A skill folder named fix-false-positives already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/jiayaoqijia/cryptoskill' "$d" && git -C "$d" checkout --quiet '0dc9f60ab1f3fcae24da49c4cef09c46c589f903' -- 'skills/mcp-servers/solana-fix-false-positives' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/mcp-servers/solana-fix-false-positives' ~/.agents/skills/'fix-false-positives' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'fix-false-positives' ~/.claude/skills/'fix-false-positives' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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