skills/autoresearch-finalize/SKILL.md
Finalize an autoresearch session into clean, reviewable branches. Use when asked to "finalize autoresearch", "clean up experiments", or "prepare autoresearch for review".
npx skillsauth add davebcn87/pi-autoresearch autoresearch-finalizeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Turn a noisy autoresearch branch into clean, independent branches — one per logical change, each starting from the merge-base.
autoresearch.jsonl. Filter to kept experiments only.autoresearch.md for context.git rev-parse <short_hash>git merge-base HEAD main$BASE..<commit> for the first, <prev_kept>..<commit> for subsequent).api.js and group 2 calls it in parser.js, group 2's branch won't work in isolation. When proposing groups, flag dependencies: "group 2 depends on group 1 — review together." If the dependency is tight, merge the groups.Present the proposed grouping to the user:
Proposed branches (each from merge-base, independent):
1. **Switch test runner to forks pool** (commits abc1234, def5678)
Files: vitest.config.ts, package.json
Metric: 42.3s → 38.1s (-9.9%)
2. **Tune worker count and timeouts** (commits ghi9012, jkl3456)
Files: test/setup.ts
Metric: 38.1s → 31.7s (-16.8%)
Wait for approval before proceeding.
Write groups.json:
{
"base": "<full merge-base hash>",
"trunk": "main",
"final_tree": "<full hash of current HEAD>",
"goal": "short-slug",
"groups": [
{
"title": "Switch to forks pool",
"body": "Why + what changed.\n\nExperiments: #3, #5\nMetric: total_time 42.3s → 38.1s (-9.9%)",
"last_commit": "<full hash of last kept commit in this group>",
"slug": "forks-pool"
}
]
}
Key rules:
last_commit must be a full hash. Expand from jsonl short hashes with git rev-parse.Then run:
bash <SKILL_DIR>/finalize.sh /tmp/groups.json
The script creates one branch per group from the merge-base, verifies the union matches the original branch, and prints a summary with all branches, cleanup commands, and any ideas from autoresearch.ideas.md.
On creation failure: rolls back (deletes branches, restores original branch, pops stash). On verification failure: exits non-zero but leaves branches intact for inspection.
After the script finishes, report to the user:
development
Author pre/post-iteration hooks for an autoresearch session. Use when the user asks to add research fetching, Slack/webhook notifications, persistent learnings, auto-tagging, anti-thrash intervention, idea rotation, or any side effect around iterations.
content-media
Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately. Use when asked to "run autoresearch", "optimize X in a loop", "set up autoresearch for X", or "start experiments".
research
コーディング前の調査ワークフロー。カスタムコードを書く前に既存のツール、ライブラリ、パターンを検索します。researcher エージェントを呼び出します。
research
証拠優先のECC現状調査ワークフロー。ユーザーが現在の公開証拠と提供されたローカルコンテキストに基づいて最新の事実、比較、情報の充実、または推奨事項を求める場合に使用する。