claude-forgePipeline Automation for AI Development

A Claude Code plugin that replaces ad-hoc AI workflows with structured, multi-phase pipelines — isolated subagents, deterministic guardrails, and state that survives restarts.

Get Started

View on GitHub

⚡

Effort-Aware Scaling

Effort level (S/M/L) selects one of 3 flow templates — from a lean pipeline to a full multi-phase run with mandatory human checkpoints.

🛡️

Deterministic Guardrails

Critical constraints enforced at the shell level via hooks — not just prompt instructions. Read-only guards, commit blocks, and checkpoint gates.

🔄

AI Review Loops

Design and task plans go through APPROVE/REVISE cycles with dedicated reviewer agents before implementation begins.

💾

Disk-Based State

All progress tracked in state.json via Go MCP server (47 tools). Pipelines survive context compaction and session restarts.

🤖

10 Specialist Agents

Each phase handled by a dedicated agent with its own context window — no shared state, no context pollution.

📊

Improvement Reports

Every run emits a retrospective identifying documentation gaps, friction points, and token-heavy phases for continuous improvement.