By sairam0424
Research, search, and analysis specialists - market research, competitive analysis, trend forecasting, and idea validation
Use when the user wants to analyze A/B test results, interpret p-values, determine statistical significance, or make a ship/no-ship decision. Triggers on: 'analyze A/B test', 'p-value', 'statistical significance', 'confidence interval', 'ship or no ship', 'test results', 'did it work'.
Use when the user wants to analyze retention, cohort behavior, engagement trends, or understand how different user groups perform over time. Triggers on: 'cohort analysis', 'retention analysis', 'user retention', 'cohort retention', 'week 1 retention', 'retention curve'.
Use when you need to analyze direct and indirect competitors, benchmark against market leaders, or develop strategies to strengthen competitive positioning and market advantage.
Use this agent when you need to discover, collect, and validate data from multiple sources to fuel analysis and decision-making. Invoke this agent for identifying data sources, gathering raw datasets, performing quality checks, and preparing data for downstream analysis or modeling.
Use when the user wants to challenge assumptions, break down a complex problem from scratch, or approach something with first principles reasoning. Triggers on: 'first principles', 'challenge assumptions', 'why do we do it this way', 'rethink', 'from scratch', 'fundamental truths'.
Uses power tools
Uses Bash, Write, or Edit tools
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An agentic intelligence framework for Claude Code — orchestrates multi-agent workflows with governance, memory, and autonomous execution. Production-hardened with true parallelism, streaming SDK, and zero-trust security. Install once, get structured AI-driven development with built-in quality gates.
npx mindforge-cc install now delivers all 174 slash commands, 73 skills, 154 subagents, and the complete .mindforge/ framework. (v11.3.0 shipped a too-narrow npm allowlist that silently dropped commands and skills — fixed here, with a tarball regression test so it cannot recur.).claude/agents/, fully rebranded and collision-safe. Additive and backward-compatible.See CHANGELOG.md for full release history.
MindForge v11.0.0 "Sovereign Stability" is a production-hardening release focused on reliability, performance, and real-world deployment readiness. Key highlights:
streamExecution() with AsyncIterable, and batchExecute() for high-throughput integrations./api/v1/system health endpoint, P95 latency tracking, heap health monitoring, and real EIS client with retry logic.This release ships 211 personas, 73 skills, 154 specialized subagents, 174 commands, 18 pillars, and 49 swarm templates across 12 engineering domains.
Run MindForge immediately for a specific runtime without a permanent installation:
# For Claude Code
npx mindforge-cc@latest --claude --global
# For Antigravity
npx mindforge-cc@latest --antigravity --global
Enable system-wide /mindforge commands for your primary AI coding runtime:
npm install -g mindforge-cc@latest
Initialize MindForge in an existing repository with specialized agent identities:
# For Claude Code
npx mindforge-cc@latest --claude --local
# For Antigravity
npx mindforge-cc@latest --antigravity --local
streamExecution() AsyncIterable, batchExecute(), model streaming across Anthropic/OpenAI/Gemini providers./api/v1/system health endpoint, P95 latency ring buffer, heap health monitoring, real EIS client with exponential backoff._migrations table with versioned migration tracking and transaction-wrapped bulk imports (Pillar XXVII).SOUL.md generation derived from reasoning traces and interaction sentiment (Pillar XIX).npx claudepluginhub sairam0424/mindforge --plugin mindforge-researchData engineering, ML, and AI specialists - data pipelines, machine learning, LLM architecture
Sovereign Agentic Intelligence for Claude Code — 182 commands, 164 subagents, 74 skills, and governance hooks. The full MindForge framework as one plugin.
Testing, security, and code quality experts - code review, penetration testing, QA automation, and UI flow validation
Language-specific expert agents with deep framework knowledge - Python, TypeScript, Go, Rust, Java, and more
Tooling and developer productivity experts - CLI tools, documentation, README generation, and DX optimization
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex, antigravity, and grok CLIs when installed) to get diverse perspectives on coding problems
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
Use this agent when creating user interfaces, designing components, building design systems, or improving visual aesthetics. This agent specializes in creating beautiful, functional interfaces that can be implemented quickly within 6-day sprints. Examples:\n\n<example>\nContext: Starting a new app or feature design
Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review
Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research