skill-distillery

Use when designing, running, or improving a meta-harness: an agent workflow that iteratively improves prompts, tools, or scaffolding by comparing before/after agent runs. Prefer explicit state, transition logs, prompt deltas, expected-vs-actual observations, regression checks, and accepted-version tracking.

Use when a coding task depends on structural code understanding: architecture summaries, symbol inspection, caller or reference analysis, renames, whole-symbol rewrites, or multi-file refactors where symbol-aware tools materially reduce risk. Prefer outline-first inspection, targeted symbol reads, reference mapping, minimal safe edits, and scoped verification.