🎉 Agent Skills are now supported for Regtrace!
RegtraceRegtrace

Agent Skill

Agent skill for teaching AI agents about the regtrace CLI

skills/regtrace/ is an agent skill that teaches AI coding agents how to use the regtrace CLI. Agents load it automatically when a user asks about LLM output quality, golden sets, or regtrace commands.

Installation

npx skills add decimozs/regtrace/skills/regtrace

This registers the skill with your agent harness (OpenCode, Claude Code, Cursor, Zed, etc.). The agent then loads it automatically when you ask about LLM quality, golden sets, or regtrace commands.

Contents

FilePurpose
SKILL.mdTrigger phrases, quick-start, golden set format, score interpretation, common tasks
cli.mdFull CLI reference: commands, flags, config YAML, golden set format, env vars

Coverage

The skill covers:

  • Project scaffolding and configuration
  • Golden set YAML format (single-turn and RAG)
  • Evaluation metrics — factuality, format, tone, regression
  • Quality gates and pass/fail criteria
  • All CLI commands and flags
  • CI integration patterns
  • Debugging failing test cases
  • Judge provider configuration
  • Run comparison via history --diff

Agent harness integration

Type /regtrace init inside an agent harness (OpenCode, Claude Code, Cursor, Zed, Aider, etc.) to bootstrap regtrace without writing config by hand. The agent scans your project for LLM signals — prompts, client calls, RAG chains, tools, and API routes — then generates golden sets and config wired to your actual code.

See skills/regtrace/SKILL.md for the full workflow.

On this page