anzchy-skills

jack-cheng-skills

Personal Claude Code skill hub by @anzchy — productivity skills for high-quality AI-assisted coding.

English | 中文

Install

npx skills@latest add anzchy/skills

After install, restart your Claude Code session so the new skills are picked up.

To list available skills without installing:

npx skills@latest add anzchy/skills --list

Skills

Productivity

Skill	Invoke	Description
jack-prompt-master	/jack-prompt-master <draft>	Tournament-based meta-prompting. Iteratively refines a prompt across multiple rounds using parallel Claude + Codex candidate generation, an LLM-as-judge with a 7-criterion rubric, and a synthesizer. Best for high-stakes coding prompts.
jack-loop-prompt	/jack-loop-prompt <rough prompt>	Rewrites a rough long-running-task prompt into a paste-ready prompt with binary done-criteria, a project-type–matched self-verification loop, and a final adversarial review stage. Use before a /goal, /loop, or /workflow run.

When to use which skill

Rough idea → /jack-loop-prompt  → polished /goal prompt  → paste into agent
Weak prompt → /jack-prompt-master → tournament-refined prompt → paste into agent

• Use /jack-loop-prompt when you have a rough task description and want Claude to self-verify as it works.
• Use /jack-prompt-master when you have a draft prompt and want maximum quality through multi-round competition.

Repository structure

.claude-plugin/
  plugin.json          # manifest read by the `skills` CLI
skills/
  productivity/
    jack-prompt-master/
      SKILL.md         # skill entrypoint (frontmatter + body)
      README.md
      references/      # supporting prompts / scripts
    jack-loop-prompt/
      SKILL.md
      reference/       # supporting reference docs
docs/                  # planning docs (not installed)

Adding a new skill

1. Create skills/<category>/<skill-name>/SKILL.md with frontmatter:

   ---
   name: <skill-name>
   description: <one-line trigger description>
   version: 0.1.0
   ---
   

2. Append the skill path to .claude-plugin/plugin.json.
3. Commit and push — npx skills add anzchy/skills pulls the latest main.

License

MIT

---

中文

个人 Claude Code 技能集，作者 @anzchy，专注于提升 AI 辅助编程质量的生产力技能。

安装

npx skills@latest add anzchy/skills

安装后重启 Claude Code 会话，新技能即可生效。

技能列表

技能	调用方式	描述
jack-prompt-master	/jack-prompt-master <草稿>	基于锦标赛的元提示词优化。通过多轮 Claude + Codex 并行候选生成、7 条标准的 LLM 裁判评分、合成器综合最优版本，迭代精炼提示词。适合对质量要求极高的编程提示词。
jack-loop-prompt	/jack-loop-prompt <粗糙描述>	将粗糙的长任务描述改写为可直接粘贴的精炼提示词，包含二元完成标准、与项目类型匹配的自我验证循环，以及最终的对抗性审查阶段。在启动 /goal、/loop 或 /workflow 前使用。

使用场景

粗糙想法 → /jack-loop-prompt  → 精炼 /goal 提示词  → 粘贴到 agent
弱提示词 → /jack-prompt-master → 锦标赛精炼提示词 → 粘贴到 agent