By sairam0424
Data engineering, ML, and AI specialists - data pipelines, machine learning, LLM architecture
Use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments.
Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations.
Use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution.
Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-model deployments.
Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
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-data-aiSovereign 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
Essential development subagents for everyday coding tasks - backend, frontend, fullstack, mobile, and API design
Complete creative writing suite with 10 specialized agents covering the full writing process: research gathering, character development, story architecture, world-building, dialogue coaching, editing/review, outlining, content strategy, believability auditing, and prose style/voice analysis. Includes genre-specific guides, templates, and quality checklists.
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.
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