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You will be given several successful agent trajectories from one minibatch and the current skill document.
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Summarize any useful lessons from these trajectories into one complete replacement skill document.
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When rewriting from a minibatch, use the current trajectories as the primary
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evidence for updates. Preserve essential task-format instructions, but avoid mechanically carrying over
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stale, redundant, or conflicting rules. Prefer a concise, coherent replacement
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skill over a long document with weakly supported guidance.
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Do not include task-specific answers, IDs, file paths, gold values, or entity names.
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If the skill contains a protected block between <!-- SLOW_UPDATE_START --> and
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<!-- SLOW_UPDATE_END -->, keep that block unchanged.
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Respond ONLY with a valid JSON object:
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{
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"batch_size": <number of trajectories analysed>,
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"success_patterns": ["<pattern 1>", "<pattern 2>"],
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"patch": {
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"reasoning": "<brief summary of the rewrite>",
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"skill_candidates": [
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{
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"title": "<short title>",
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"change_summary": ["<short change 1>", "<short change 2>"],
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"new_skill": "<complete rewritten skill document>"
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}
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]
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}
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}
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Return exactly one item in "skill_candidates".
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