| name | autosearch:router |
| description | Route an autosearch task to the smallest relevant group of skills, then load only the matching leaf skills. First line of defense against loading all 80+ skill SKILL.md files at session start. |
| version | 0.1.0 |
| layer | router |
| domains | ["meta"] |
| scenarios | ["task-routing","skill-discovery"] |
| trigger_keywords | ["autosearch","研究","research","查资料","find information","搜索","search"] |
| model_tier | Fast |
| auth_required | false |
| cost | free |
| loads | ["references/groups/channels-chinese-ugc.md","references/groups/channels-cn-tech.md","references/groups/channels-academic.md","references/groups/channels-code-package.md","references/groups/channels-market-product.md","references/groups/channels-community-en.md","references/groups/channels-social-career.md","references/groups/channels-generic-web.md","references/groups/channels-video-audio.md","references/groups/tools-fetch-render.md","references/groups/workflow-planning.md","references/groups/workflow-quality.md","references/groups/workflow-synthesis.md","references/groups/workflow-growth.md"] |
Routing Policy
When the runtime AI picks up an autosearch research task, do not try to read every leaf SKILL.md. Follow this three-step routing:
- Identify 1–3 groups from the query intent. Use the keyword hints below as a first pass; use the domain + scenario tags on each group index for ambiguity.
- Read only those group indexes (
references/groups/<group>.md). Each group index lists its leaf skills with one-line triggers and suggested model tier.
- Pick 3–8 leaf skills from the matched groups. Read their
SKILL.md only when you're about to call them.
Do not enumerate every leaf skill to the main model. That defeats the entire progressive-disclosure design and burns tokens.
Group Selection Hints
Content surface
| If the query mentions… | Pick group |
|---|
| 小红书 / 抖音 / B站 / 微博 / 知乎 / 播客 / 快手 / 雪球 / V2EX | channels-chinese-ugc |
| 36kr / CSDN / 掘金 / InfoQ 中文 / 微信公众号 | channels-cn-tech |
| paper / arxiv / citation / benchmark / 论文 / survey / openreview | channels-academic |
| github / repo / code / issue / npm / pypi / huggingface | channels-code-package |
| crunchbase / 融资 / producthunt / G2 review | channels-market-product |
| stack overflow / hacker news / dev.to / reddit | channels-community-en |
| twitter / X / linkedin / 职业 / career | channels-social-career |
| 一般网页 / 搜索引擎 / tavily / exa / ddgs / searxng / rss | channels-generic-web |
| 视频 / 字幕 / 转录 / podcast / youtube | channels-video-audio |
Tool surface
| If the task is… | Pick group |
|---|
| Fetch a URL, render JS, run interactive browser, download media | tools-fetch-render |
| Clarify user intent, decompose a task, recall known info, gene queries | workflow-planning |
| Normalize, rerank, anti-cheat, extract dates, score with LLM, apply rubrics | workflow-quality |
| Assemble context, extract knowledge, build knowledge map, synthesize report | workflow-synthesis |
| Track outcomes, auto-evolve skills, create new skills, capture/compact experience | workflow-growth |
Model Tier Escalation
Every group index and leaf skill carries a model_tier field (Fast / Standard / Best). Default router execution is Fast. Escalate only when the group index or leaf skill calls for a higher tier on the specific step (for example, synthesize-knowledge needs Best; search-bilibili is Fast).
Rule of thumb:
- Fast: retrieval, normalization, schema checks, URL reading — the bulk of every session.
- Standard: semantic ranking, evidence extraction, source curation, mid-complexity planning.
- Best: clarify, decompose, synthesize, evaluate delivery, skill evolution — the 1–2 steps that shape the whole outcome.
See autosearch:model-routing (if available in the runtime) for the full advisory catalog.
What the Router Does Not Do
- Does not call any leaf skill itself — it only points.
- Does not guess: if no group matches, ask the user or degrade to
channels-generic-web.
- Does not cache across sessions — skill state lives in each skill's
experience.md (read lazily).
Quality Bar
- Evidence items have non-empty title and url.
- No crash on empty or malformed API response.
- Source channel field matches the channel name.
