Comprehensive market research toolkit for Claude Code with report generation, GitHub issue creation, and trend-based analysis.
# 1. Start research with a topic
/sigint:start AI-powered code review tools
# 2. Answer elicitation questions (decision context, audience, priorities)
# 3. Check progress
/sigint:status
# 4. Generate report
/sigint:report
# 5. Create GitHub issues (optional)
/sigint:issuesSee the Getting Started Tutorial for a detailed walkthrough.
- Swarm-Orchestrated Research: Parallel dimension-analysts coordinate via Atlatl blackboard
- Iterative Research Workflow: Start, refine, and finalize market research through commands
- Multi-Audience Reports: Generate reports for executives, PMs, investors, and developers
- Trend-Based Modeling: Three-valued logic analysis (INC/DEC/CONST) for uncertain data
- GitHub Integration: Automatically create sprint-sized issues from findings
- Atlatl Memory: Persist research state across sessions via Atlatl MCP
- RLM Large Document Processing: Source-chunker handles documents exceeding context limits
- Multi-Format Output: Markdown, HTML, Mermaid diagrams
# Option 1: Plugin Marketplace (recommended)
/plugins add sigint
# Option 2: Local development
claude --plugin-dir /path/to/sigint
# Option 3: Manual install to plugins directory
cp -r sigint ~/.claude/plugins/- Open Claude Desktop app > Cowork tab
- Click Customize > Browse plugins
- Search for "sigint" and click Install
For organization-wide deployment and detailed setup, see the Cowork deployment guide.
| Command | Description |
|---|---|
/sigint:start <topic> |
Begin new research session |
/sigint:augment <area> |
Deep-dive into specific area |
/sigint:update |
Refresh existing research data |
/sigint:report |
Generate comprehensive report |
/sigint:issues |
Create GitHub issues from findings |
/sigint:resume |
Resume previous research session |
/sigint:status |
Show current research state |
/sigint:init |
Initialize plugin configuration |
- research-orchestrator: Coordinates parallel dimension-analysts via blackboard, merges findings
- dimension-analyst: Focused research on a single dimension (competitive, sizing, trends, etc.)
- source-chunker: RLM processor for large documents — partitions, analyzes chunks, synthesizes
- issue-architect: Converts findings to sprint-sized GitHub issues
- report-synthesizer: Generates multi-format reports with visualizations
Each skill teaches AND executes the methodology:
- Competitive Analysis: Porter's 5 Forces, competitor mapping
- Market Sizing: TAM/SAM/SOM calculations
- Trend Analysis: Macro/micro trend identification
- Customer Research: Persona development, needs analysis
- Tech Assessment: Technology evaluation, feasibility
- Financial Analysis: Revenue models, unit economics
- Regulatory Review: Compliance, legal considerations
- Report Writing: Executive report best practices
- Trend Modeling: Three-valued logic (INC/DEC/CONST), scenario graphs
Reports include:
- Executive Summary
- Market Size (TAM/SAM/SOM)
- Competitive Landscape
- SWOT Analysis
- Recommendations
- Risk Assessment
- Data Sources & Methodology
- Transitional Scenario Graphs (Mermaid)
./reports/
├── README.md # Master index of all research
└── topic-name/
├── README.md # Topic research index
├── state.json
├── YYYY-MM-DD-research.md
├── YYYY-MM-DD-report.md
├── YYYY-MM-DD-report.html
└── YYYY-MM-DD-issues.json
Configuration uses a cascading system where project settings override global defaults.
| Location | Scope | Purpose |
|---|---|---|
~/.claude/sigint.local.md |
Global | User-wide defaults for all projects |
./.claude/sigint.local.md |
Project | Project-specific overrides |
Resolution order: Project > Global > Built-in defaults
Create sigint.local.md in either location:
---
default_repo: owner/repo
report_format: markdown
audiences:
- executives
- product-managers
auto_atlatl: true
---
Additional research context or preferences...# Global defaults (applies to all projects)
mkdir -p ~/.claude
cat > ~/.claude/sigint.local.md << 'EOF'
---
report_format: markdown
audiences:
- executives
---
EOF
# Project-specific override
mkdir -p .claude
cat > .claude/sigint.local.md << 'EOF'
---
default_repo: myorg/myrepo
audiences:
- developers
- product-managers
---
EOFRequired:
- WebSearch/WebFetch tools for research
Optional:
- Atlatl MCP server for blackboard coordination and persistent memory (falls back to file-based state)
- GitHub MCP server or GitHub CLI (
gh) for issue creation
This plugin's trend modeling methodology is based on:
Bočková, N., Volná, B., & Dohnal, M. (2025). "Optimisation of complex product innovation processes based on trend models with three-valued logic." arXiv:2601.10768v1. https://arxiv.org/abs/2601.10768
Key concepts adapted from this research:
- Three-valued logic (INC/DEC/CONST): Minimally information-intensive quantifiers for trend analysis
- Transitional scenario graphs: Visual representation of possible state transitions
- Qualitative modeling: Analysis under information scarcity without precise numerical parameters
- Porter's Five Forces: Porter, M.E. (1979). "How Competitive Forces Shape Strategy." Harvard Business Review, 57(2), 137-145.
- SWOT Analysis: Learned, E.P., Christensen, C.R., Andrews, K.R., & Guth, W.D. (1965). Business Policy: Text and Cases. Homewood, IL: Irwin.
- TAM/SAM/SOM: Blank, S. & Dorf, B. (2012). The Startup Owner's Manual. K&S Ranch.
- Competitive Analysis: Fleisher, C.S. & Bensoussan, B.E. (2015). Business and Competitive Analysis: Effective Application of New and Classic Methods. FT Press.
- Customer Research & Personas: Cooper, A. (1999). The Inmates Are Running the Asylum. Sams Publishing.
- Technology Assessment: Coates, J.F. (1976). "Technology Assessment." American Scientist, 59(4), 412-418.
- Three-Valued Logic Foundations: Kleene, S.C. (1952). Introduction to Metamathematics. North-Holland.
- Scenario Planning: Schwartz, P. (1991). The Art of the Long View. Doubleday.
- Unit Economics: Ries, E. (2011). The Lean Startup. Crown Business.
- Revenue Modeling: Osterwalder, A. & Pigneur, Y. (2010). Business Model Generation. Wiley.
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