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task-observer: learn updates from 2026-06-12#52

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task-observer: learn updates from 2026-06-12#52
divad12 wants to merge 1 commit into
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task-observer/learn-2026-06-12

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@divad12

@divad12 divad12 commented Jun 12, 2026

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

Observations addressed

  • Observation 16 (journology/log.md): Capture learning needs contract-level extrapolation → changed: added paragraph in Abstraction section directing agents to name the changed contract, list consumer classes, and climb to the contract-ownership principle when a bug involves a shared contract

Generated by Claude Code

When a bug involves a shared contract change, the abstraction step now
explicitly asks to name the contract, list consumer classes, and climb
to the highest actionable principle (usually "when contract X changes,
every consumer needs updating"). This helps future agents find sibling
failures, not just the current incident shape.
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