Route autosearch tasks to 1–3 skill groups and 3–8 leaf skills.
npx skills add https://github.com/0xmariowu/Autosearch --skill autosearch-router
Please help me install this Agent Skill. Skill: autosearch:router Source: https://github.com/0xmariowu/Autosearch/tree/main/autosearch/skills/router Command: npx skills add https://github.com/0xmariowu/Autosearch --skill autosearch-router
The Runtime AI often loads many leaf SKILL.md files at session start. This Skill routes an autosearch task to the smallest relevant group of skills, loading only the matching leaf skills.
Provide a research query to see the router pick 1–3 groups and 3–8 leaf skills.
High-intent search queries and answers about installing and using this skill.
Task routing minimizes context size by lazily loading only the matching leaf skills at runtime. It identifies 1–3 group indexes and selects 3–8 leaf skills from those groups, bypassing the need to load all files initially.
Progressive-disclosure routing is a task discovery mechanism that narrows ambiguous queries by first selecting 1–3 group indexes, then extracting 3–8 leaf skills. This approach reduces startup overhead by loading only the most relevant skills on demand.
Skill discovery handles ambiguous intent by routing autosearch tasks to the smallest relevant group of skills. It selects 1–3 group indexes and 3–8 leaf skills, ensuring only the matching skills are lazily loaded.
Yes, mandatory SKILL.md frontmatter with a name and description is required for skill discovery. This enforces standard metadata so the router can accurately identify and load the smallest relevant group of skills.
When no group indexes match a task routing query, the system degrades gracefully. It falls back to generic web channels to ensure the autosearch task still receives a response without crashing.
Yes, optional resources such as scripts, references, and assets are supported for on-demand loading. The router enforces mandatory SKILL.md frontmatter for discovery while allowing these supplementary resources to load only when needed.
ceshineDefine and package agent Skills with SKILL.md frontmatter and resource directories.
NoogearCreate reusable Claude skills with SKILL.md templates and resource organization.
SufficientDaikonDesign internationalization systems with namespace-driven translations and type-safe keys.
CarbeneAIAuto-loads core PAI identity, response format, and routing triggers at session start.
