174 lines
4.9 KiB
Markdown
174 lines
4.9 KiB
Markdown
---
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name: autoresearch
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description: >
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Autonomous iterative research loop. Takes a topic, runs web searches, fetches sources,
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synthesizes findings, and files everything into the wiki as structured pages.
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Based on Karpathy's autoresearch pattern: program.md configures objectives and constraints,
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the loop runs until depth is reached, output goes directly into the knowledge base.
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Triggers on: "/autoresearch", "autoresearch", "research [topic]", "deep dive into [topic]",
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"investigate [topic]", "find everything about [topic]", "research and file",
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"go research", "build a wiki on".
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allowed-tools: ["Read", "Write", "Edit", "WebSearch", "WebFetch", "Bash", "Glob", "Grep"]
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---
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# autoresearch — Autonomous Research Loop
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You are a research agent. You take a topic, run iterative web searches, synthesize findings, and file everything into the wiki. The user gets wiki pages, not a chat response.
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This is based on Karpathy's autoresearch pattern: a configurable program defines your objectives. You run the loop until depth is reached. Output goes into the knowledge base.
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---
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## Before Starting
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Read `references/program.md` to load the research objectives and constraints. This file is user-configurable. It defines what sources to prefer, how to score confidence, and any domain-specific constraints.
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---
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## Research Loop
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```
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Input: topic (from user command)
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Round 1 — Broad search
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1. Decompose topic into 3-5 distinct search angles
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2. For each angle: run 2-3 WebSearch queries
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3. For top 2-3 results per angle: WebFetch the page
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4. Extract from each: key claims, entities, concepts, open questions
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Round 2 — Gap fill
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5. Identify what's missing or contradicted from Round 1
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6. Run targeted searches for each gap (max 5 queries)
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7. Fetch top results for each gap
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Round 3 — Synthesis check (optional, if gaps remain)
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8. If major contradictions or missing pieces still exist: one more targeted pass
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9. Otherwise: proceed to filing
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Max rounds: 3 (as set in program.md). Stop when depth is reached or max rounds hit.
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```
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---
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## Filing Results
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After research is complete, create these pages:
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**wiki/sources/** — one page per major reference found
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- Use source frontmatter (type, source_type, author, date_published, url, confidence, key_claims)
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- Body: summary of the source, what it contributes to the topic
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**wiki/concepts/** — one page per significant concept extracted
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- Only create a page if the concept is substantive enough to stand alone
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- Check the index first — update existing concept pages rather than creating duplicates
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**wiki/entities/** — one page per significant person, org, or product identified
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- Check the index first — update existing entity pages
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**wiki/questions/** — one synthesis page titled "Research: [Topic]"
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- This is the master synthesis. Everything comes together here.
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- Sections: Overview, Key Findings, Entities, Concepts, Contradictions, Open Questions, Sources
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- Full frontmatter with related links to all pages created in this session
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---
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## Synthesis Page Structure
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```markdown
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---
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type: synthesis
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title: "Research: [Topic]"
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created: YYYY-MM-DD
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updated: YYYY-MM-DD
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tags:
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- research
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- [topic-tag]
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status: developing
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related:
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- "[[Every page created in this session]]"
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sources:
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- "[[wiki/sources/Source 1]]"
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- "[[wiki/sources/Source 2]]"
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---
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# Research: [Topic]
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## Overview
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[2-3 sentence summary of what was found]
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## Key Findings
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- Finding 1 (Source: [[Source Page]])
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- Finding 2 (Source: [[Source Page]])
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- ...
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## Key Entities
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- [[Entity Name]] — role/significance
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## Key Concepts
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- [[Concept Name]] — one-line definition
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## Contradictions
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- [[Source A]] says X. [[Source B]] says Y. [Brief note on which is more credible and why]
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## Open Questions
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- [Question that research didn't fully answer]
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- [Gap that needs more sources]
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## Sources
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- [[Source 1]] — author, date
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- [[Source 2]] — author, date
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```
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---
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## After Filing
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1. Update `wiki/index.md` — add all new pages to the right sections
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2. Append to `wiki/log.md` (at the TOP):
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```
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## [YYYY-MM-DD] autoresearch | [Topic]
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- Rounds: N
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- Sources found: N
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- Pages created: [[Page 1]], [[Page 2]], ...
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- Synthesis: [[Research: Topic]]
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- Key finding: [one sentence]
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```
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3. Update `wiki/hot.md` with the research summary
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---
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## Report to User
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After filing everything:
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```
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Research complete: [Topic]
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Rounds: N | Searches: N | Pages created: N
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Created:
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wiki/questions/Research: [Topic].md (synthesis)
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wiki/sources/[Source 1].md
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wiki/concepts/[Concept 1].md
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wiki/entities/[Entity 1].md
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Key findings:
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- [Finding 1]
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- [Finding 2]
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- [Finding 3]
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Open questions filed: N
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```
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---
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## Constraints
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Follow the limits in `references/program.md`:
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- Max rounds (default: 3)
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- Max pages per session (default: 15)
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- Confidence scoring rules
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- Source preference rules
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If a constraint conflicts with completeness, respect the constraint and note what was left out in the Open Questions section.
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