Project Intelligence Engine

Conversation becomes
structured intelligence

Forge converts natural conversation into live project state — decisions, constraints, tensions, and artifacts that persist across sessions.

$ npx @gzoo/forge-mcp

Six-stage extraction pipeline

Every conversational turn is classified, extracted, modeled, checked for conflicts, filtered through trust calibration, then optionally executed.

🎯
Classify
🧩
Extract
📊
Model
Propagate
🔍
Surface
🚀
Execute

What Forge tracks

Not a chat log. A typed, structured, evolving representation of your project's state.

Decision Tracking

Every decision captured with rationale, certainty level, and alternatives considered. Explorations stay separate from commitments.

🔗

Constraint Propagation

Detects when decisions reduce future options. Surfaces tensions between conflicting constraints before they become problems.

📄

Artifact Generation

Automatically generates specs and structured artifacts from committed decisions. The spec exists alongside the conversation, always current.

🤝

Trust Calibration

Flow state detection and interruption budgets. Only surfaces what earns its cost. Respects your creative momentum.

🧠

Cross-Project Memory

Remembers patterns across projects. Rejections are valued signals. What you tried and rejected informs future decisions.

Execution Hooks

GitHub integration for repo creation, issue filing, and spec commits. Propose actions, approve them, then execute.

Up and running in 60 seconds

Add Forge as an MCP server to Claude Code. It automatically captures decisions, tracks constraints, and builds project intelligence from every conversation.

1

Add to your project

Add the MCP config to .mcp.json in your project root.

2

Start Claude Code

Forge connects automatically. No setup commands needed.

3

Just talk

Discuss your project naturally. Forge captures the intelligence in the background.

.mcp.json
// Add to your project root { "mcpServers": { "forge": { "command": "npx", "args": ["@gzoo/forge-mcp"], "env": { "ANTHROPIC_API_KEY": "sk-ant-..." } } } }
A builder talks. The product thinks. The system evolves.