MindForge: The Enterprise Agentic Framework for Claude Code & Antigravity. High-performance autonomous execution, wave-parallelism, and multi-tier governance for production-grade AI engineering.
git clone https://github.com/sairam0424/MindForge && cp MindForge/*.md ~/.claude/agents/24 items in this repository
Generate tests for a completed phase based on UAT criteria and implementation
Audit milestone completion against original intent before archiving
Run all remaining phases autonomously — discuss→plan→execute per phase
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Gather phase context through adaptive questioning before planning. Use --auto to skip interactive questions (the agent picks recommended defaults).
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Post-mortem investigation for failed MindForge workflows — analyzes git history, artifacts, and state to diagnose what went wrong
Insert urgent work as decimal phase (e.g., 72.1) between existing phases
Subagents overview
# MindForge **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. --- ## Latest: v11.3.1 - **v11.3.1 — Packaging hotfix.** Restores the full published payload: every `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.) - **v11.3.0 — "Legion".** Imports 154 specialized Claude-Code-native subagents across 10 categories into `.claude/agents/`, fully rebranded and collision-safe. Additive and backward-compatible. See [CHANGELOG.md](./CHANGELOG.md) for full release history. ## v11.0.0 — Sovereign Stability MindForge v11.0.0 "Sovereign Stability" is a production-hardening release focused on reliability, performance, and real-world deployment readiness. Key highlights: - **Memory-safe operations** — LRU-bounded caches, atomic writes, log rotation, and snapshot garbage collection eliminate resource leaks in long-running sessions. - **True wave parallelism** — Semaphore-based concurrent execution with configurable max concurrency replaces sequential task dispatch. - **Streaming SDK** — WebSocket event streaming, `streamExecution()` with AsyncIterable, and `batchExecute()` for high-throughput integrations. - **Hardened security** — Ephemeral enclave keys, session-scoped agent isolation, time-limited RBAC elevation, dashboard rate limiting, and structured ZK proof returns. - **Production observability** — `/api/v1/system` health endpoint, P95 latency tracking, heap health monitoring, and real EIS client with retry logic. - **Graduated intelligence** — Adaptive tier escalation (+1/+2/MAX) with cost-awareness, 3-tier stuck detection, and adaptive context windows. This release ships 211 personas, 73 skills, 154 specialized subagents, 174 commands, 18 pillars, and 49 swarm templates across 12 engineering domains. ## Installation & Setup ### 🔌 Claude Code Plugin (fastest) Install MindForge's commands, subagents, and skills directly from the marketplace — no project files written: ```bash /plugin marketplace add sairam0424/MindForge /plugin install mindforge@mindforge ``` Prefer just a slice (e.g. Python agents)? Install a focused pack like `mindforge-lang@mindforge` instead. See [docs/plugin-installation.md](docs/plugin-installation.md) for all 11 plugins, token-budget guidance, and team setup. ### 🚀 Quick Start (npx — full framework engine) The npx installer also writes the complete `.mindforge/` engine (governance, memory, planning) into your project: ```bash # For Claude Code npx mindforge-cc@latest --claude --global # For Antigravity npx mindforge-cc@latest --antigravity --global ``` ### 🌍 Global Installation Enable system-wide `/mindforge` commands for your primary AI coding runtime: ```bash npm install -g mindforge-cc@latest ``` ### 📂 Local Project Setup Initialize MindForge in an existing repository with specialized agent identities: ```bash # For Claude Code npx mindforge-cc@latest --claude --local # For Antigravity npx mindforge-cc@latest --antigravity --local ``` --- - **Production Hardening (v11.0.0)** — LRU caches, atomic JSON writes, log rotation, HANDOFF validation, and temporal snapshot GC for crash-safe long-running sessions. - **True Wave Parallelism (v11.0.0)** — Semaphore-based concurrent wave execution with configurable max concurrency replaces sequential dispatch. - **Streaming SDK (v11.0.0)** — WebSocket event streaming, `streamExecution()` AsyncIterable, `batchExecute()`, model streaming across Anthropic/OpenAI/Gemini providers. - **Graduated Intelligence (v11.0.0)** — Adaptive tier escalation (+1/+2/MAX) with cost-awareness, 3-tier stuck detection, and adaptive context windows (10/20/30). - **Security Hardening (v11.0.0)** — Ephemeral enclave keys, session-scoped ZTAI, time-limited RBAC elevation, dashboard rate limiting (100 req/min/IP), token expiration. - **Observability (v11.0.0)** — `/api/v1/system` health endpoint, P95 latency ring buffer, heap health monitoring, real EIS client with exponential backoff. - **Grounded Wave Execution (v9.0.0)** — AutoRunner reads HANDOFF.json wave groups, dispatches tasks with audit tracing, persists progress, and resumes on restart (Pillar XXIV). - **Model Topology Modernization (v9.0.0)** — All model references updated to the Claude 4.x family: claude-opus-4-7, claude-sonnet-4-6, claude-haiku-4-5 (Pillar XXV). - **Unified Memory Architecture (v9.0.0)** — Knowledge and graph edges consolidated into SQLite (celestial.db) with FTS5 search. Four JSONL stores replaced by one queryable store (Pillar XXVI). - **Schema Migration Engine (v9.0.0)** — `_migrations` table with versioned migration tracking and transaction-wrapped bulk imports (Pillar XXVII). - **Integration Test Chain (v9.0.0)** — 27-assertion end-to-end test suite validating the full execution pipeline (Pillar XXVIII). - **Sovereign Identity Synthesis (v8.1.1)** — Autonomous `SOUL.md` generation derived from reasoning traces and interaction sentiment (Pillar XIX). - **Autonomous SRE Layer (v8.2.0)** — Self-healing production reliability engine with reactive sentinel observability and adversarial remediation auditing (Pillars XX-XXIII). - **Unified Persistence Layer (v8.0)** — Centralized SQLite/FTS5 engine for sub-millisecond reasoning audits and semantic reasoning (Pillar XV). - **Federated Mesh Synthesis (v8.0)** — Signed knowledge handoffs via MindForge Bundles (`.mfb`) and federated intelligence synchronization (Pillar XVI). - **Autonomous Skill Evolution (v8.0)** — Self-generating persistent skills from reasoning traces with logic-drift mining (Pillar XVII). - **Orbital Governance (v8.0)** — Hardware-bound (HSM/Biometric) attestation for high-blast-radius security gates (Pillar XVIII). - **Post-Quantum Agentic Security (v7.0)** — Lattice-based (Dilithium-5) signatures and ZK-Proof bypasses (Pillar XI). - **Proactive Semantic Homing (v7.0)** — Autonomous "Intent Hunting" and peer-healing mesh behavior (Pillar XII). - **Autonomous Resource Harvesting (v7.0)** — Real-time token arbitrage and dynamic task routing (Pillar IX). - **Neural Drift Remediation (v7.0)** — Semantic density heuristics and automated reasoning recovery (Pillar X). - **Interactive Temporal Steering (v5.10)** — Full history scrubbing, hindsight state repair, and real-time temporal slider navigation (Pillar VII). - **AgRevOps Hub (v6.0)** — Dynamic ROI tracking ($100/hr mapping), Milestone Velocity forecasting, and Governance Debt monitoring (Pillar VIII). - **Sovereign Reason Enclave (v5.8)** — TEE-simulated reasoning isolation with Zero-Knowledge (ZK) Audit Trails (Pillar VI). - **Multi-Cloud Arbitrage (v5.7)** — Dynamic routing across Vertex AI, Bedrock, and Azure with intelligence-first task affinity (Pillar V). - **Sentinel Execution (v5.6)** — JIT Binary Runtime Attestation and Zero-Trust Skill Enforcement (Pillar IV). - **Predictive Agentic Reliability (v5.5)** — Advanced loop detection and self-healing resonance (Pillar III). - **Dynamic Blast Radius (v5.3)** — Real-time impact analysis and circuit-breaker safety in the federated sync (Pillar II). - **Semantic Vector Consensus (v5.2)** — FIM v2 with cosine-similarity conflict resolution (Pillar I). - **Human-Agent Handover (v5.0)** — Nexus State Bundles and mid-wave steering injection. - **Autonomous FinOps (v4.3)** — Dynamic **C2C** (Confidence-to-Cost) routing. - **Proactive Equilibrium (v4.3)** — Real-time **Wave Divergence** monitoring and autonomous state recovery. - **MindForge Nexus (v4.1)** — High-fidelity **ART** (Agentic Reasoning Tracing). - **Zero-Trust Identity (v4.2)** — DID-signed non-repudiable audit logs with HSM/Enclave support. - **Global Intelligence Mesh (v4.2)** — Cross-repo knowledge sharing and Ghost Pattern Detection. - **Context Sharding (v3)** — relevance-dense memory management (40% token savings) - **Adversarial Synthesis (v3)** — zero-drift logic through red/blue model debate - **RAG 2.0 (v3)** — automatic semantic shadowing for background pattern retrieval - **Role personas** — specialised agent modes for each task type - **Specialized Identities** — custom `/agents/` workspace with enriched `IDENTITY.md` protocols - **Skills** — just-in-time domain knowledge loaded on demand - **Wave execution** — parallelism with dependency safety - **Autonomous Engine** — walk-away execution with steerability - **Real-time Dashboard** — web-based observability with Temporal Slider - **Browser Runtime** — headful/headless visual QA and sessions - **Multi-Model Intelligence** — dynamic routing, adversarial reviews, and deep research (v2) - **Persistent Knowledge Graph** — long-term memory across all engineering sessions (v2) - **Self-Building Skills** — automatically capture knowledge from any source into reusable skills (v2) - **Quality gates** — compliance and security are non-bypassable - **Audit trail** — append-only history of every action --- ## 🛠️ Configuration & Runtimes MindForge adapts to your existing engineering environment via runtime flags: | Runtime | Global Command | Local Setup | | :--- | :--- | :--- | | **Claude Code** | `mindforge-cc --claude --global` | `mindforge-cc --claude --local` | | **Antigravity** | `mindforge-cc --antigravity --global` | `mindforge-cc --antigravity --local` | | **Cursor** | `mindforge-cc --cursor --global` | `mindforge-cc --cursor --local` | | **GitHub Copilot** | `mindforge-cc --copilot --global` | `mindforge-cc --copilot --local` | | **Gemini CLI** | `mindforge-cc --gemini --global` | `mindforge-cc --gemini --local` | ### Advanced Setup Options - **Combined Runtimes**: `mindforge-cc --runtime claude,cursor
What people ask about MindForge
What is sairam0424/MindForge?
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sairam0424/MindForge is subagents for the Claude AI ecosystem. MindForge: The Enterprise Agentic Framework for Claude Code & Antigravity. High-performance autonomous execution, wave-parallelism, and multi-tier governance for production-grade AI engineering. It has 0 GitHub stars and was last updated today.
How do I install MindForge?
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You can install MindForge by cloning the repository (https://github.com/sairam0424/MindForge) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is sairam0424/MindForge safe to use?
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sairam0424/MindForge has not been audited yet by our security agent. Review the original repository on GitHub before using it in production.
Who maintains sairam0424/MindForge?
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sairam0424/MindForge is maintained by sairam0424. The last recorded GitHub activity is from today, with 15 open issues.
Are there alternatives to MindForge?
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Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.
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