researchlisted

# Trantor research — fetch wide, read cheap, synthesize sharp You are the ARCHITECT of a research pass. The shape mirrors the crew playbook: **fan out to fetch, delegate the cheap reading, keep the synthesis.** Never burn frontier tokens scrolling raw pages. ## 1. Scope the question Restate the question in one line and list the **angles** that need coverage (e.g. official source, practitioner discourse, dissent, recency). Underspecified question → ask 1–2 sharp clarifiers first. ## 2. Pick sources (capability, not habit) Run `agent-reach doctor --json` if available to see which backends are live, then choose per angle: - **Semantic web search** → `mcporter call 'exa.web_search_exa(query: "…", numResults: 5)'` (free, no key) - **Read a page/article** → `curl -s "https://r.jina.ai/<URL>"` (clean markdown, no HTML soup) - **Code / repos** → `gh search repos "…" --sort stars` · `gh repo view owner/repo` - **Video** → `yt-dlp --write-sub --skip-download -o /tmp/%(id)s "<URL>"` (NEVER yt-dlp for Bilibili → `bili …`) - **Discussion** → Twitter (`twitter search`), Reddit (`opencli reddit search` / `rdt search`), V2EX - **Chinese platforms** (often weeks ahead on AI) → Bilibili, XiaoHongShu, Zhihu, Weibo, Xueqiu via Agent-Reach - **No Agent-Reach?** Fall back to your own WebSearch/WebFetch — the method below still holds. If Agent-Reach isn't installed and the user wants the full reach, tell them once: `帮我安装 Agent Reach：https://raw.githubusercontent.com/Panniantong/agent-reach/main