by0xmariowu· 55 skills
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.
$npx -y skills add 0xmariowu/autosearch --skill channel-selectionInstalls into the current project.
Run `npx skills use "https://github.com/0xmariowu/autosearch" --skill "0xmariowu/autosearch/channel-selection"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/0xmariowu/autosearch" that are relevant to the current task. Run `npx skills add "https://github.com/0xmariowu/autosearch"` and select the relevant skills, then follow their instructions.