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Apply the Ponytail ladder before planning and delegation - #1388
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thornbrambles wants to merge 2 commits into
Open
thornbrambles wants to merge 2 commits into
thornbrambles wants to merge 2 commits into
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thornbrambles
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November 10, 2026 17:00
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Refs #1361
Changes
Worked example
A user asks whether the release-note writer checks for active voice. Before drafting a subagent brief, ask Does a separate check need to exist? Release editors already review drafts, and a false positive from a blocking check would delay publication and consume tokens on retries. The existing writer prompt is the first place to address the style rule.
Comparison
I ran GPT-5.6 Sol at low reasoning effort in Codex, with six trials per arm on each task. All arms received identical fixture source in their prompts. The current and patched arms loaded their respective compact rules through
AGENTS.md. I scored the delegation replies with the arm labels hidden and checked the generated order handlers with the repository'sconv-servicescorer.The patch tied on the main delegation outcome. The patched replies mentioned the cost of a separate check more often, and their median output was longer. This is a Codex comparison of the compact rules. The documented full-plugin Claude Code benchmark is pending, so this PR is a draft.
Local verification
npm testand the offline benchmark self-test showed the same failures on both the patched and untouched Windows checkouts.