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scout-loop

97 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By anthony-chaudhary/fak (GitHub) · coding · 47 stars · scanned at commit 22403c3

The super-loop that closes the research→backlog loop — it chains the outward CRAWLERS (the daily `idea-scout` arXiv/GitHub feed, the industry scans, the RESEARCH/CONCEPT corpus) into the STUDY pipeline (`/study-repo` → `/field-borrow`) and runs the whole thing on a cadence. The crawler surfaces repo-shaped leads into a needs-triage queue and stops; turning any one into scoped, witnessed, license-clean backlog is still a manual pass someone has to remember to run. This skill is that seam, automa…

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

anthony-chaudhary/fak has 1 more folder with a skill named scout-loop. This page shows the lowest-scoring copy.

• .claude/skills/scout-loop 97/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'scout-loop' ] || [ -L ~/.agents/skills/'scout-loop' ]; then echo 'A skill folder named scout-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/anthony-chaudhary/fak' "$d" && git -C "$d" checkout --quiet '22403c3c639b6c8232b331d7efd03a405046ae41' -- '.agents/skills/scout-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/scout-loop' ~/.agents/skills/'scout-loop' && 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/'scout-loop' ~/.claude/skills/'scout-loop' (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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