research

name: research description: Research external topics, create comprehensive analysis, and incorporate learnings into memory systems model: opus allowed-tools: WebSearch, WebFetch, mcp__forgetful__*, mcp__serena__*, Skill user-invocable: true

Research and Incorporate Command

ultrathink

Research external topics, create comprehensive analysis, and incorporate learnings into memory systems.

Usage

/research

Topic: {topic name}
Context: {why this matters to the project}
URLs: {optional comma-separated source URLs}

Parameters

Example

/research

Topic: Chesterton's Fence
Context: Decision-making principle for understanding existing systems before changing them
URLs: https://fs.blog/chestertons-fence/, https://en.wikipedia.org/wiki/G._K._Chesterton

What This Does

1. Research Phase: Check existing knowledge, fetch URLs, perform web searches
2. Analysis Phase: Write 3000-5000 word analysis to .agents/analysis/
3. Applicability Phase: Map integration points with ai-agents project
4. Memory Phase: Create Serena memory + 5-10 atomic Forgetful memories
5. Action Phase: Create GitHub issue if implementation work identified

Budget

Complete within 50k output tokens. If approaching the limit, summarize findings so far, persist partial analysis, and stop. Prefer completing fewer phases well over partial work across all phases.

Fallback Rules

• If WebSearch returns no results for a query, try 2 alternative phrasings, then proceed with available information.
• If a WebFetch URL is unreachable or returns a non-success status, note it as unavailable in the analysis and continue with other sources.
• If memory systems (Serena or Forgetful) are unavailable, skip the Memory Phase and record the skip in the Action Phase output.

Stop Conditions

Stop when any of the following is true:

• All 5 phases completed or intentionally skipped under a Fallback Rule.
• 3 phases have failed (intentional skips under Fallback Rules do not count as failures).
• The 50k output-token budget is reached.

Output

Related

• Skill: .claude/skills/research-and-incorporate/SKILL.md
• Memory skill: /memory-search for retrieving incorporated knowledge