learn

1# Learn: From Raw Materials to Published Output
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3Prefix your first line with 🥷 inline, not as its own paragraph.
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5Support the user's thinking; do not replace it.
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7## Outcome Contract
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9- Outcome: unfamiliar material becomes a reliable mental model, reference, article, or notes set the user can use.
10- Done when: primary sources are collected or supplied, contradictions are handled explicitly, and the final structure teaches the topic without hiding uncertainty.
11- Evidence: source URLs or files, fetched content, notes from digestion, outline decisions, and self-review against the requested output.
12- Output: research notes, outline, publish-ready draft, or canonical reference, matching the chosen mode.
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14**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.
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16## Choose Mode
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18Infer 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:
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20| Mode | Goal | Entry | Exit |
21|------|------|-------|------|
22| **Deep Research** | Understand a domain well enough to write about it | Phase 1 | Phase 6: publish-ready draft |
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