0xmariowu

Use for biomedical and life-science literature searches when query expects PubMed articles, clinical trials, or medical research papers.

Session-level policy for keeping the runtime AI's context window healthy across long research — keep-last-k tool results, offload older evidence to disk, trigger compaction at thresholds. Borrows MiroThinker's keep_tool_result, deepagents' summarization middleware, and deer-flow's SummarizationEvent pattern. Orthogonal to assemble-context (which is per-synthesis-step); this is per-session.

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

Use to scrape a URL into clean Markdown when the page is JS-rendered, behind anti-bot, or a PDF — and FIRECRAWL_API_KEY is available. Degrades gracefully to warn when key is missing.

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

Distill reusable knowledge from successful session tool-call traces. Reads runtime tool-call logs + Evidence outputs + user acceptance signals, filters successful paths, and writes compact patterns to per-skill experience/patterns.jsonl. Differs from outcome-tracker (which only records downstream acceptance) by parsing the full trace structure — inputs, tool choices, branches, recoveries.

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

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

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

Chinese engineering articles covering architecture, AI, and enterprise tech from InfoQ 中文, via public RSS feed.

Transcribe video/audio URL to text + word-level timestamps using Bilibili Bcut ASR API (free, no API key). Preferred for Chinese content — Bcut gives character-level timestamps vs Whisper word-level. Returns text + segments [{start, end, text}]. Requires yt-dlp + ffmpeg.

Chinese stock market platform — stock search, trending posts, hot stock rankings. Use for financial/investment queries in Chinese.