Solo Swarm

/swarm

Create an agent team to research "$ARGUMENTS" from multiple perspectives in parallel.

Team Structure

Spawn 3 teammates, each with a distinct research focus:

1. Market Researcher

Focus: competitors, market size, pricing models, business models.

• Search for direct and indirect competitors
• Find market reports with TAM/SAM/SOM figures
• Analyze pricing strategies and monetization
• Identify market gaps and opportunities
• Check Product Hunt, G2, Capterra for existing products

2. User Researcher

Focus: pain points, user sentiment, feature requests.

• Search Reddit for user discussions (site:reddit.com <query> via WebSearch, or MCP web_search if available)
• Search Hacker News for tech community opinions (site:news.ycombinator.com)
• If MCP session_search available: check if this idea was researched before in past sessions
• Find app reviews and ratings
• Extract direct user quotes about frustrations
• Identify unmet needs and feature requests

3. Technical Analyst

Focus: feasibility, tech stack, existing solutions, implementation complexity.

• Search GitHub for open-source alternatives (site:github.com <query>)
• Evaluate tech stack options
• If MCP project_info available: check existing projects for reusable code
• If MCP codegraph_explain available: get architecture overview of similar existing projects
• If MCP codegraph_query available: find shared packages across projects
• If MCP project_code_search available: search for reusable patterns, services, infrastructure across existing projects
• Assess implementation complexity and timeline

Search Backends

Teammates should use available search tools:

• WebSearch (built-in) — broad discovery, market reports, always available
• WebFetch — scrape specific URLs for details, always available
• MCP web_search (if available) — additional search with engine routing
• MCP web_extract (if available) — read a single page as clean markdown
• MCP kb_search (if available) — search local knowledge base for related research

Domain filtering: use site:github.com, site:reddit.com etc. for targeted results.

Coordination

• Each teammate writes findings to a shared task list
• Require plan approval before teammates start deep research
• After all complete, synthesize findings into research.md
• Use the research.md format from /research skill

Output

After team completes, the lead should:

1. Synthesize findings from all 3 teammates
2. Write research.md to docs/ in the current project directory
3. Provide GO / NO-GO / PIVOT recommendation
4. Suggest next step: /validate <idea>

Common Issues

Agent team not available

Cause: CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS env var not set. Fix: Ensure .claude/settings.json has "env": {"CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS": "1"}.

Teammates produce overlapping findings

Cause: Research areas not clearly separated. Fix: Each teammate has a distinct focus (market/users/tech). The lead synthesizes and deduplicates findings.

Web search returns limited results

Cause: No additional search backends configured. Fix: Teammates fall back to WebSearch (built-in) which is always available. For richer results with engine routing (Reddit, GitHub, YouTube), set up SearXNG (private, self-hosted, free) and configure solograph MCP.