03-execute
Land the plan as separate, verified commits. This is the only phase that edits the suite and writes history.
$ARGUMENTS may pass --from=<index> to start at a specific plan item,
--dry-run to apply and verify without committing (reverting after each), and
--memory-dir to override the memory location.
Step 1: Preconditions
Read plan.json, baseline.json, and the project quality-check + test commands.
Refuse to run unless:
- the working tree is clean (one commit per speedup needs a clean base), and
plan.jsonexists and was approved in thepytest-optimizer-02-planskill.
Read execution-log.json if present and resume from last_applied_index + 1
(or --from). Never re-apply an item that already has a commit_sha.
Step 2: Apply each item in order
For each plan item not yet applied:
Apply the single change (the heuristic's action). Touch only the files the plan lists for this item.
Verify green. Run the project quality checks (formatter, linter, type checker) and the test suite, as declared in the project's
AGENTS.md/CLAUDE.md— substitute that command wherever this file writespytest:pytest -p no:cacheprovider -qFor a typing/parametrize item (goals 9, 10), the type checker must cover
tests/and pass.On success — commit this change alone with the drafted why/what message (
templates/commit-message.tmpl, adapted to the target project's convention). Record thecommit_sha.On failure — revert the change (
git checkout -- <files>/ discard), mark the itemskippedwith the reason. Do not let one failure block the rest.Checkpoint — append the item's outcome to
execution-log.jsonimmediately and updatestate.json(phase=execute,last_applied_index). This makes the loop crash-safe: a re-run continues from the last durable checkpoint.
Under --dry-run, perform 1–2 then revert and log the verify result without
committing.
Step 3: Re-measure and report
After the plan is exhausted, re-run the baseline measurement (serial, cache
disabled, N runs) and compare total wall-time to baseline.json. Emit the
03-execute sections from references/output-contract.md:
hero block, then ## Applied (commit SHAs + measured verify), ## Skipped
(revert reasons), ## Result (post-suite wall-time vs baseline, total recovered).
Step 4: Offer another pass
Close with an ask-user-choice panel: re-scan for a second pass (the suite is now
leaner, so new candidates may surface), scaffold the opt-in cache/timing plugin,
or stop. Re-scanning restarts the loop at the pytest-optimizer-00-scan skill with a fresh
baseline.
Portability notes
ask-user-choice— present the listed options and wait for the user to pick one. Hosts with a structured multiple-choice tool (Claude Code'sAskUserQuestion) should use it; otherwise print a numbered list and wait for a numbered reply. Never proceed on an assumed answer.$ARGUMENTS— the text the user passed when invoking this skill. If your host does not substitute it, read it as the user's request in the current turn, and ask when there is none.- Bundled files — every relative path in this skill points at a file shipped inside this skill directory. Read them from here, not from the host's plugin tree.