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task-observer: learn updates from 2026-06-22 - #61

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task-observer: learn updates from 2026-06-22#61
divad12 wants to merge 1 commit into
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task-observer/learn-2026-06-22

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@divad12

@divad12 divad12 commented Jun 22, 2026

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skill: .agents/skills/learn/SKILL.md

Observations addressed

  • Observation 016 (journology/log.md): Capture Learning Needs Contract-Level Extrapolation → added: paragraph in the Abstraction section instructing agents to ask explicitly whether a shared contract changed when abstracting a bug, name the contract, enumerate consumer classes (UI components, API callers, tests, fixtures, docs), and check sibling consumers for the same stale assumption — a contract-level principle outlasts any single-field fix

Generated by Claude Code

Addresses observation 016 from journology/log.md:
- Add contract-level extrapolation guidance to the Abstraction section
- When abstracting a bug, ask whether a shared contract changed, name it,
  and enumerate affected consumer classes
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