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autosearch:channel-selection

100 / 100 · Low risk

Fine to try.

By 0xmariowu/Autosearch (GitHub) · research · 55 stars · scanned at commit 00ad54c

Group-first channel selection algorithm for v2 tool-supplier architecture. Given a research query + clarify rubrics + channel_priority hints, picks 1-3 relevant groups from the router index, then 3-8 leaf channels from within those groups. Replaces flat-rank selection across 41 channels with a two-stage pick so runtime AI never has to read all 41 SKILL.md bodies.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'autosearch-channel-selection' ] || [ -L ~/.agents/skills/'autosearch-channel-selection' ]; then echo 'A skill folder named autosearch-channel-selection already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/0xmariowu/Autosearch' "$d" && git -C "$d" checkout --quiet '00ad54c022a3effb9e848bb70b158b79584f6014' -- 'autosearch/skills/meta/channel-selection' && mkdir -p ~/.agents/skills && cp -R "$d"/'autosearch/skills/meta/channel-selection' ~/.agents/skills/'autosearch-channel-selection' && 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/'autosearch-channel-selection' ~/.claude/skills/'autosearch-channel-selection' (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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