Replay the last 24h of a repository — git log and reflog, CI, reviews,
memory, session transcripts — score every action as held, broke or unknown
against its evidence, harden the resulting hypotheses with dialectic, and
persist what survives. The objective is a measurably more confident next
run: a class of error counts as closed only once a test, check, hook or
written rule prevents it.
Derived improvements to the code and to the agent instructions are offered
as single-select questions, and the run ends in autotune and autoskill.
The reminder hook stamps into each repository's git dir, so every repo
carries its own twelve-hour cadence and the hook stays silent outside a
git repository.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
The skill generates new skills and optimizes existing ones for token
usage, error rate, focus and persisted learnings. Every decision is
confirmed through single-select (radio button) questions, and the skill
only runs on an explicit operator trigger.
A UserPromptSubmit hook reminds the operator at most once an hour that
/autotune exists; the reminder is a hint for the operator, never a
trigger for the agent. The install-time settings patch registers it
alongside the caveman and ponytail plugins.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
