devtu-self-evolve

What problem does it solve?

Coordinates and automates the end-to-end developer loop for ToolUniverse to reduce manual coordination, eliminate noisy agent false positives, and ensure verified, high-quality tool updates are produced and landed safely.

Core Features & Use Cases

• Phase orchestration: Runs discovery, tool creation, researcher-persona testing, verified fixes, optimization, documentation checks, and shipping in sequence.
• Persona-driven testing: Launches paired researcher agents with scenario templates to surface real-world failures and severity-tagged issues.
• Verification-first fixes: Enforces CLI verification before code changes, runs a code-simplifier, linters, and guided commit/PR workflows to prevent regressions.
• Release discipline: Automates branch creation, rebase rules, push policies, and PR validation to comply with Git rules and repository conventions.
• Use Case: Run a test round to discover API gaps, build or repair a tool, validate fixes with persona agents, optimize descriptions and skills, and open a PR for review.

Quick Start

Use the devtu-self-evolve skill to run a full ToolUniverse test round with researcher personas, verify reported issues via the CLI, apply validated fixes, run the code-simplifier and linters, and prepare a branch for a pull request.