craft-critique
craft-critique
Purpose
Critique a prompt or skill and surface ambiguity, hidden assumptions, weak structure, portability issues, and likely failure modes.
Critiquing before rewriting matters because most "make this better" requests would be better served by structural fixes than by new wording. A short diagnostic pass exposes what's actually broken so the next edit can be surgical.
Use this when
- a prompt feels messy but the problem is unclear
- a skill works sometimes but not consistently
- a repo asset needs review before being generalized
- a large rewrite is tempting and a critique should come first
Inputs
- the current prompt or skill
- the desired outcome
More from sungjunlee/craftkit
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Turn a rough idea into a structured prompt or skill scaffold with explicit objective, inputs, workflow, outputs, and a concrete file plan. Use this whenever the user wants to design a new prompt or skill, scaffold a skill-like workflow, mentions "scaffold," "blueprint," "structure," or "plan" for a prompt, or arrives with a vague request that needs to be shaped before implementation — even if they don't explicitly ask to scaffold.
9craft-survey
One-shot prior-art survey — study comparable prompts, skills, or repo assets, extract recurring patterns worth adopting, flag patterns to avoid, and synthesize actionable improvements for the current artifact. Use this whenever the user wants to ground a prompt or skill in proven patterns, references older assets to learn from, asks "how do others do this," mentions "survey," "prior art," or "research," or is designing something new and wants a literature-review pass before committing — even if they don't say "survey." Distinct from craft-autoresearch (which runs an eval-driven optimization loop, not a prior-art survey).
9craft-tune
Diagnose and improve an existing prompt or skill in one pass — surface the issues that are actually blocking the goal, then apply targeted minimal-diff edits that preserve the original intent. Use this whenever the user wants to refine, sharpen, tighten, review, audit, or upgrade an existing prompt or skill, says it "feels off" or "behaves inconsistently," asks "what's wrong with this," or wants to make it better. Defaults to diagnose-and-edit; switch to diagnose-only mode when the user wants the findings before any rewrite (asks to "review only," "diagnose only," or "don't edit yet").
9craft-prompt
Craft well-structured, copy-paste-ready prompts for any LLM — Claude, GPT, Gemini, Perplexity, or any other. Use this whenever the user wants a prompt built from scratch, asks to "write/make/build a prompt," needs a session handoff prompt to carry work into a new Claude Code or Codex session, shares scattered notes that need to be shaped into a usable prompt, or requests a reusable prompt template — even if they don't explicitly say "prompt." Also triggers on Korean equivalents like "프롬프트 만들어," "프롬프트 작성," "프롬프트 빌드.
9craft-autoresearch
Eval-driven autonomous optimization loop for a prompt or skill. Define eval criteria and a run harness, then iterate — run the artifact on test inputs, score outputs, mutate the prompt or skill, keep improvements, discard regressions, and stop on a written condition. Use this whenever the user wants to automatically improve a prompt or skill, mentions autoresearch, eval-driven optimization, benchmarking a skill, running evals, self-improving a prompt, or any iterative test-and-refine request — including 스킬 개선, 스킬 최적화, 스킬 벤치마크, 스킬 평가 — even if they don't say "autoresearch.
9craft-handoff
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