What problem does it solve?
Forge Executor solves the problem of brittle, single-model coding workflows by coordinating planning, execution, review, and escalation across multiple LLM families while keeping all state durable in markdown files.
Core Features & Use Cases
- Multi-LLM task routing: Assigns planning, execution, review, and advocacy roles to the model best suited for each job.
- Persistent markdown state: Stores milestones, roadmaps, plans, reviews, knowledge, and ledgers in
.gsd/ so work resumes after restarts.
- Adversarial review workflow: Uses cross-family challenge and defense passes to surface objections before handing unresolved issues back to the user.
- Use case: A developer launches a milestone, lets the system decompose it into slices, executes the work autonomously, and then resolves review objections with a dedicated fix pass.
Quick Start
Ask Forge Executor to initialize a project milestone, choose suitable models, and carry the work through planning, execution, review, and follow-up in durable markdown state.