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task-observer: learn updates from 2026-06-26 - #66

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task-observer: learn updates from 2026-06-26#66
divad12 wants to merge 1 commit into
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task-observer/learn-2026-06-26

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@divad12

@divad12 divad12 commented Jun 26, 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 a paragraph in the Abstraction section — when evidence involves a shared contract (API shape, TypeScript interface, Prisma schema field, hook return type, cache key), climb to the contract level: name the contract, enumerate its consumer classes, and extract the principle that covers the whole class. A contract-level principle is actionable when it helps find sibling failures across every consumer, not just the triggering instance.

Generated by Claude Code

Incorporates observation 016 from journology/log.md:
When a bug involves a shared contract (API shape, interface, schema field,
hook return type, cache key), climb to the contract level, enumerate
consumer classes, and extract the cross-consumer principle.
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