continuous-learning

SKILL.md

This skill provides a systematic framework for extracting and preserving valuable patterns discovered during work sessions. Rather than letting hard-won insights disappear when a session ends, it captures solutions, techniques, and project-specific knowledge as reusable learned skills.

The most valuable knowledge often emerges through struggle - debugging sessions that reveal non-obvious solutions, user corrections that expose better approaches, and workarounds that navigate framework limitations. This tacit knowledge typically evaporates between sessions, forcing repeated rediscovery.

| Specificity over Generality | A pattern that solves a specific problem well beats a vague principle | | Context Preservation | Include enough context to understand when the pattern applies | | Actionable Format | Patterns should be immediately usable, not just informative |

Pattern extraction framework for learning from sessions. This skill captures valuable patterns discovered during work sessions including error resolutions, user corrections, workarounds, debugging techniques, and project-specific patterns. Triggers on Stop hook, end of session, "save learnings", "extract patterns", or when explicitly asked to capture knowledge from the current session. Outputs learned skills to ~/.claude/skills/learned/. Source: mhylle/claude-skills-collection.

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