task-observer: learn updates from 2026-06-24

[divad12]

Target

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

Observations addressed

• Observation 015 (journology/log.md): Bug bashes need principle and enforcement capture → changed: added guidance to the Abstraction section calling out the full prevention loop — root cause → principle → candidate enforcement artifact (test, lint, shared helper, docs).
• Observation 016 (journology/log.md): Capture learning needs contract-level extrapolation → changed: added "contract-level extrapolation" paragraph to the Abstraction section — for bug-fix captures, ask whether a shared contract changed, name it, list consumer classes, and climb to the highest actionable enforcement surface to surface sibling bugs.

---

Generated by Claude Code