Dos Self Improve

Run a self-improving work loop where the kernel — not the agent's say-so — decides whether each candidate change actually improved the codebase. The propose→verify→measure→keep-or-revert cycle with one rule no prior auto-improver enforced: a candidate is KEPT only if a witness the candidate's author did not write CONFIRMS it improved (the test suite green on a clean worktree, the truth syscall clean, and a strictly-measured metric gain). Otherwise it is REVERTED. The keep/revert/escalate decision is the kernel's typed `improve` verdict (`dos improve`), not inline prose; a run of non-keeps trips a breaker that ESCALATEs to a human. Each candidate is applied in an ISOLATED git worktree so the kernel adjudicating it is never the kernel being rewritten. Driven entirely by `dos` verbs + the workspace's own `dos.toml` — no host-specific paths, lanes, or commit conventions. The DOS reference recursive-self-improvement loop (SKP Axis 5, docs/280).

mkdir -p ~/.claude/skills/dos-self-improve
curl -L https://claudskills.com/skills/dos-self-improve/SKILL.md \
  -o ~/.claude/skills/dos-self-improve/SKILL.md

@misc{dos-self-improve-2026,
  author    = {anthony-chaudhary},
  title     = {Dos Self Improve [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/dos-self-improve/}
}