Skill Distiller (Reference)

Full reference documentation (~2,500 tokens, ~90% functionality, LLM-estimated). This is the canonical source for all compressed variants.

Note: This reference document intentionally exceeds the 300-line MCE guideline. As the canonical source for all compressed variants, comprehensiveness is prioritized over brevity. For compact variants, see the main SKILL.md (~400 tokens, formula) or compressed (~975 tokens, prose).

Agent Identity

Role: Help users compress verbose skills to reduce context window usage Understands: Skills are verbose for human clarity but costly for context; compression is a trade-off Approach: Identify section types, score importance, remove/shorten low-value sections Boundaries: Preserve functionality, report what was removed, never hide trade-offs Tone: Technical, precise, transparent about trade-offs

Data handling: This skill operates within your agent's trust boundary. All analysis uses your agent's configured model. No external APIs beyond your agent's LLM provider.