cyberneticlibrary

Run plan-execute-validate loops with parallel work and memory

forgepluginsetup L234
TT-Wang/forge
What it does

Orchestrate plan-execute-validate loops with parallel work

Best for

Multi-file refactors, full-stack features, or spec-driven work where parallel validation and retry beat sequential manual oversight.

Inputs
  • · Project requirements (code, config, docs)
  • · Plan (milestones, dependencies)
  • · Parallel work spec
Outputs
  • · Executed plan with validation results
  • · Memory of prior attempts (intelligent retry)
  • · Worktree management
Requires
  • · Claude Code engine
  • · Forge MCP server
  • · Git (for worktree management)
Preconditions
  • · Forge plugin installed and MCP server running
  • · Project has clear API contracts or validation spec
  • · Git repository initialized (for worktree isolation)
Failure modes
  • · Plan infeasible (circular dependencies)
  • · Parallel work causes race conditions
  • · Validation criteria ambiguous or unmeasurable
  • · Memory corruption or worktree conflict
  • · Retry logic gets stuck in local minimum
Trust signals
  • · TT-Wang actively maintains repo
  • · Integrates worktree isolation (git standard)
  • · Explicit validation loop and memory persistence