blueprint

Multi-session project planning converts a single high-level objective into a structured five-phase pipeline: research, design, draft, review, and register. This creates dependency-aware, self-contained steps executable by autonomous agents across sessions.

An adversarial review gate validates plan completeness and robustness during the drafting phase. It applies anti-pattern checks to ensure generated multi-session steps are executable and logically sound before final registration.

Yes, plan mutation protocols allow you to split, insert, reorder, or remove steps after generation. All mutations maintain audit trails to preserve dependency graph integrity and sequencing accuracy.

Cold-start execution support ensures each generated step contains self-contained context. This allows fresh autonomous agents to execute individual steps without prior session memory or loaded project history.

Dependency graphs detect parallel steps within the generated construction plan to maximize parallel work and minimize bottlenecks. This allows multiple autonomous agents to execute independent tasks simultaneously.

The planning pipeline outputs ready-to-run plans that generate PRs, branches, or direct edits depending on your environment. This executes the dependency-sequenced steps through autonomous agents.