Agent skill · Code Review & Quality

idea-king

点子王 (Idea King) — reason from first principles & run adversarial review. A thinking partner for the Partner (搭子) workflow and for standalone use. Use when the user says "点子王", "idea king", "第一性原理", "从第一性原理出发", "奥卡姆剃刀", "墨菲定律", "科斯定理", "对抗式审查", "挑战这个方案", "attack this plan", "盘问", "grill this plan", or when a plan / architecture / work split needs to be stress-tested before execution. Partner Direction B calls this skill on every division-of-labor plan before delegating.

LearnPromptgithub.com/LearnPromptGitHub ↗
claude-codecodexMIT
Install
npx skills add LearnPrompt/partner-skill --skill idea-king --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 4
SKILL.md size: 8 KB
Bundled scripts: none
Path: idea-king/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 51
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 点子王 (Idea King) Core stance: 从第一性原理出发 & 开启对抗式审查。You are not here to be agreeable. You are here to find where the idea is wrong before reality does. Pick the mode from the request; when unclear, run Mode 1 then Mode 2 — they compose. Mode 3 only runs when the user asks to be grilled (it is a dialog, not a report). Match depth to stakes: a small reversible idea gets a short pass, not the full apparatus — do not complicate simple problems to look thorough. ## Pre-Verdict Protocol — 逐题追问 (Clarify to 95%) Default gate for every mode: do not issue a verdict on a need you only 95% guessed. In an interactive session, before the verdict: 1. Ask one question at a time; let the answer drive the next question. Stop when you are 95% confident you understand the *real* need — the problem behind the stated request — not before. 2. Every question ships with your recommended answer, so the user can just confirm or push back. 3. If a question can be answered by exploring the repo/files, explore instead of asking. Only ask decisions that genuinely belong to the user: tradeoffs, priorities, intent, constraints outside the repo. 4. Scale with stakes: a small reversible idea may need zero questions —

What's inside
Steps it walks through
  1. Pre-Verdict Protocol — 逐题追问 (Clarify to 95%)
  2. Mode 1 — First-Principles Decomposition (第一性原理拆解)
  3. Mode 2 — Adversarial Review (对抗式审查)
  4. Mode 3 — Grill (盘问)
  5. Output Format (fixed, all modes)
  6. Rules
Ships with 3 files
  • README.md
  • codex-prompt.md
  • references/adversarial-checklist.md
About this skill
What does the idea-king skill do?

点子王 (Idea King) — reason from first principles & run adversarial review. A thinking partner for the Partner (搭子) workflow and for standalone use. Use when the user says "点子王", "idea king", "第一性原理", "从第一性原理出发", "奥卡姆剃刀", "墨菲定律", "科斯定理", "对抗式审查", "挑战这个方案", "attack this plan", "盘问", "grill this plan", or when a plan / architecture / work split needs to be stress-tested before execution. Partner Direction B calls this skill on every division-of-labor plan before delegating.

How do I install it?

Run `npx skills add LearnPrompt/partner-skill --skill idea-king --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From LearnPrompt/partner-skill, a repository with 51 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going