0xmariowu

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Use for Docker image and container registry searches when query involves Docker images, containers, or deployment artifacts.

Advisory skill — three-tier (Fast / Standard / Best) model routing catalog for autosearch skills. Tells the runtime AI which tier each leaf skill needs, and how to escalate or de-escalate. Autosearch does not switch models itself; the runtime AI is the decision-maker.

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Deep URL fetch using crawl4ai (Playwright-powered) for JS-rendered pages, anti-bot sites, and dynamic content. Slower than fetch-jina but handles sites that block simple fetchers. Requires user-installed crawl4ai package.

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Structured entity data (people, places, concepts) from Wikidata knowledge graph.

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Search scholarly works through OpenAlex's public works search API with open-access URL fallback.

Define the execution contract for isolating a research sub-task — input schema, budget, return summary, evidence list, failure status. Complements decompose-task (which only splits the problem) by giving each split a bounded, auditable execution unit the runtime AI can farm out to a sub-agent or parallel session.

Authoritative encyclopedia articles via the Wikipedia Action API (English edition).