Toil Mining

Mine usage history (session archaeology, rtk analytics, shell history) for repeated toil, score frequency x pain, and emit ranked automation candidates.

majiayu000 Updated 567 repo stars

File contents

toil-mining (Codex)

Codex-native entry point for the toil-mining operator skill.

The AgentOps source skill ../../skills/toil-mining/SKILL.md is the source of truth for domain behavior: the evidence sources, clustering and scoring rules, the machine-echo filter, and the ranked candidate handoff to automation-shape-routing. Read it first, then use prompt.md for the Codex runtime profile.

Codex Runtime Contract

  • Use Codex plus the local shell. Do not invoke Claude Code as an executor.
  • Headless or scheduled dispatch uses codex exec (or the local llama lane), never claude -p.
  • Read evidence sources read-only; never rewrite or prune session archives, analytics DBs, or shell history.
  • Load only the relevant source references or scripts for the task.
  • Verify command syntax from local --help or checked-in references before acting.
  • Return concrete evidence: commands run, files touched, exit codes, and any remaining blocker.

majiayu000/claude-skill-registry-data/tree/main/other/toil-mining commit c7cfa689b3

Frequently asked questions

npx skillmds@latest add majiayu000/toil-mining