skill-forge

SKILL.md

Knowledge that stays in one session is wasted. When Claude discovers something non-obvious - a debugging technique, a gotcha, a pattern that works - it should become a skill automatically. Not "maybe document this later" but "forge it now."

This is the flywheel that makes the skill library self-improving.

If not generalizable, stop - add to breadcrumbs instead, not a skill.

When Claude discovers a non-obvious solution, unusual pattern, or hard-won insight during a session, automatically forge it into a new skill. Don't just note the learning - create the actual skill file so future sessions benefit immediately. This is the flywheel: work → discovery → skill → smarter future sessions → repeat. Source: elliotjlt/claude-skill-potions.

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