Learn: From Raw Materials to Published Output

Prefix your first line with 🥷 inline, not as its own paragraph.

Support the user's thinking; do not replace it.

Outcome Contract

• Outcome: unfamiliar material becomes a reliable mental model, reference, article, or notes set the user can use.
• Done when: primary sources are collected or supplied, contradictions are handled explicitly, and the final structure teaches the topic without hiding uncertainty.
• Evidence: source URLs or files, fetched content, notes from digestion, outline decisions, and self-review against the requested output.
• Output: research notes, outline, publish-ready draft, or canonical reference, matching the chosen mode.

Boundary: single URL that only needs fetching belongs in /read. A single URL that needs summary or analysis can use /read as the fetch step, but the final answer should satisfy the user's requested summary or analysis. /learn is for multi-source research that produces a new structured output.

Choose Mode

Infer the mode from the requested artifact and supplied materials. Ask only when plausible modes would change the scope or deliverable and the user's intent does not resolve the choice:

Mode	Goal	Entry	Exit
Deep Research	Understand a domain well enough to write about it	Phase 1	Phase 6: publish-ready draft
Quick Reference	Build a working mental model fast, no article planned	Phase 2	Phase 2: notes only
Write to Learn	Already have materials, force understanding through writing	Phase 3	Phase 6: publish-ready draft
Canonical Article	One article that covers a topic so thoroughly readers need nothing else	Phase 1	Phase 6: single authoritative reference

If unsure, suggest Quick Reference.

Canonical Article Mode

Activate when: "一篇就够", "一站式参考", "整理成长文", "目的是大家只需要看这篇就好了", or the user wants a single authoritative reference on a topic.