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skills/autoresearch/references/program.md

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+# Research Program
+
+This file configures the autoresearch loop. Edit it to match your domain and research style. The autoresearch skill reads it before every run.
+
+---
+
+## Search Objectives
+
+Default objectives for every research session:
+
+- Find authoritative sources (prefer: .edu, peer-reviewed papers, official documentation, primary sources, established publications)
+- Extract key entities (people, organizations, products, tools)
+- Extract key concepts and frameworks
+- Note contradictions between sources
+- Identify open questions and research gaps
+- Prefer sources from the last 2 years unless the topic is foundational
+
+---
+
+## Confidence Scoring
+
+Label every claim with confidence when filing:
+
+- **high**: multiple independent authoritative sources agree
+- **medium**: single good source, or sources partially agree
+- **low**: speculation, opinion pieces, single informal source, or claim not verified
+
+Always note the source date for factual claims. Mark claims from sources older than 3 years as potentially stale.
+
+---
+
+## Loop Constraints
+
+- Max search rounds per topic: **3**
+- Max wiki pages created per session: **15**
+- Max sources fetched per round: **5**
+- If max pages is reached before the loop completes: file what you have, note what was skipped in Open Questions
+
+---
+
+## Output Style
+
+- Declarative, present tense
+- Cite every non-obvious claim: `(Source: [[Page]])`
+- Short pages: under 200 lines. Split if longer.
+- No hedging language ("it seems", "perhaps", "might be")
+- Flag uncertainty explicitly: `> [!gap] This claim needs verification.`
+
+---
+
+## Domain Notes
+
+[Add domain-specific instructions here. Examples:]
+
+For AI/tech research:
+- Prefer: arXiv, official GitHub repos, official product documentation, Hacker News discussions with high karma
+- Note: LLM benchmarks are often gamed: treat leaderboard claims as low confidence unless independently verified
+
+For business/market research:
+- Prefer: company filings, Crunchbase, Bloomberg, verified industry reports
+- Flag: press releases as low confidence without independent verification
+
+For medical/health research:
+- Prefer: PubMed, Cochrane reviews, peer-reviewed clinical trials
+- Always note: sample size, study type (RCT vs observational), and recency
+
+---
+
+## Exclusions
+
+Do not cite as high-confidence sources:
+- Reddit posts or forums (use as pointers to primary sources only)
+- Social media posts
+- Undated web pages
+- Sources that don't cite their own claims