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task-observer: learn skill updates from 2026-06-29#71

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task-observer: learn skill updates from 2026-06-29#71
divad12 wants to merge 1 commit into
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task-observer/learn-2026-06-29

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@divad12

@divad12 divad12 commented Jun 29, 2026

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Target\nskill: .agents/skills/learn/SKILL.md\n\n## Observations addressed\n- Observation 016 (journology/log.md): Capture learning needs contract-level extrapolation — bug-learning workflows stop one rung too low, preserving a specific symptom without extracting the broader contract-ownership principle → changed: added a paragraph to the Abstraction section directing agents to explicitly ask "which contract changed and which consumer classes depend on it?" when a bug finding involves a shared contract (model field, API shape, hook return type, cache key, fixture format, type definition), then climb to the highest actionable principle and pair it with a candidate enforcement hook


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