Skill observability & self-improving toolkit for agent skills.
This repository also configures its own agents. See what selftune tells them →
Agent Claude Code
Use when a specific skill has recurring low grades, warning or critical status, regressions, or unclear failures after basic doctor/status review. Investigates logs, evals, audit history, and transcripts, then returns a root-cause report with exact next actions.
Agent Claude Code
Produces one bounded, review-only SKILL.md body proposal from an already-selected local evidence cohort.
Agent Claude Code
Use when reviewing a dry-run or pending evolution proposal before deployment, especially for high-stakes skills, marginal improvements, or recent regressions. Compares old vs new content, checks evidence quality, and returns an approve or reject verdict with conditions.
Agent Claude Code
Use when setting up selftune in a complex repo: monorepo, multi-skill workspace, mixed agent platforms, unclear hook state, or install problems that basic init/doctor does not resolve. Detects project structure, validates configuration, and returns or applies a verified setup plan.
Agent Claude Code
Use when multiple skills may overlap, misroute, or interfere with each other, or when composability results suggest moderate or severe conflict. Analyzes trigger ownership, query overlap, and cross-skill health, then returns a conflict matrix and routing recommendations.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: