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Agent Skill · 研究检索

optimize-issue(优化问题)

用于围绕 GitHub 仓库、Issue、Pull Request、分支、提交和代码协作流程提供辅助能力。它适合让 Agent 查询项目状态、整理变更、辅助创建或检查协作事项,并把仓库中的信息转成可执行的下一步。使用时需要区分只读查询和写入操作;涉及创建 PR、修改 Issue、推送分支或访问私有仓库时,应确认 token 权限、目标仓库范围和用户授权。

optimize-issue 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 62,939。

总安装 324周安装 13GitHub Stars 124下载 105核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:optimize-issue(优化问题)
来源仓库:https://github.com/kenneth-liao/ai-launchpad-marketplace
仓库路径:skills/optimize-issue
安装命令:
npx skills add https://github.com/kenneth-liao/ai-launchpad-marketplace --skill optimize-issue
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/kenneth-liao/ai-launchpad-marketplace --skill optimize-issue

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于围绕 GitHub 仓库、Issue、PR 和协作流程提供辅助能力,支持状态查询与变更整理。适用于查询项目状态、整理变更或辅助创建协作事项的场景。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。涉及写入操作时需确认 token 权限和仓库访问范围。

optimize-issue 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/optimize-issue

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/kenneth-liao/ai-launchpad-marketplace --skill…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

optimize-issue 怎么安装?

在终端执行 npx skills add https://github.com/kenneth-liao/ai-launchpad-marketplace --skill optimize-i…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

optimize-issue 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

optimize-issue 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

optimize-issue 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

optimize-issue 用的人多吗?

公开数据是累计安装 324 次,近一周安装 13 次,下载 105 次,GitHub 124 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

optimize-issue 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
optimize-issue

优化问题 · 本页

324124只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Optimize Newsletter Issue

Orchestrate foundation skills to transform outlines into full drafts or optimize rough drafts into high-performing newsletter issues. This is a thin orchestrator — it sequences skill invocations and manages the user review workflow, but delegates all content generation to foundation skills.

Core Principle: This is a thin orchestrator. Never write newsletter content manually. Always delegate to the appropriate foundation skill.

When to Use

Use this skill when:

  • Transforming an outline into a full newsletter draft
  • Optimizing or polishing an existing rough draft
  • The user has newsletter content that needs quality improvement
  • Converting notes or bullet points into a publication-ready issue

Do NOT use this skill when:

  • Starting from a topic with no existing content (use substack:plan-issue instead)
  • Creating visual assets for a newsletter (use visual-design:newsletter-visuals)

Prerequisites

MANDATORY: Existing content must be available. Either:

  1. A newsletter outline (bullet points, topic structure, notes), OR
  2. A rough draft that needs optimization

Newsletter Workflow

Execute all steps below in order.

Step 1: Assess the Input

Determine the input type and issue type:

  • Outline: Bullet points, topic structure, or notes → full draft workflow
  • Rough draft: Existing prose that needs optimization → audit and optimize workflow

Present the assessment to the user: input type, detected issue type, and the workflow that follows.

Step 2: Draft or Optimize Content

From outline:

  1. MANDATORY: Invoke writing:copywriting with content type "newsletter" to write the full draft.

- Pass the outline as source material - The copywriting skill loads references/newsletter.md for section rules, issue types, and writing conventions

  1. The draft follows the Newsletter Arc: Hook → Context → Value → Close

From rough draft:

  1. MANDATORY: Invoke writing:copywriting with content type "newsletter" to audit and optimize each section.

- Pass the draft as source material with instruction to optimize - The copywriting skill checks against section rules and body writing rules

  1. Present findings: what works, what needs improvement, and specific recommendations
  2. Rewrite/optimize sections that fall short

Step 3: Generate Subject Lines

  1. MANDATORY: Invoke content-strategy:title with content type "newsletter" to generate 3 subject line options.

- Pass the draft content as context - The title skill loads references/newsletter-subject-lines.md for formulas and rules

  1. Each option includes preview text (subtitle)
  2. Document all options with star ratings and recommendation

Step 4: Generate Opening Hook

  1. MANDATORY: Invoke content-strategy:hook with content type "newsletter" to generate 2-3 hook options.

- Pass the selected subject line and draft content as context - The hook skill loads references/newsletter-hooks.md for hook patterns

  1. Each hook must extend curiosity from the subject line (not repeat it)
  2. Document all options with rationale

Step 5: Present Options and Get User Selection

  1. Present subject line options with star ratings
  2. Present hook options with rationale
  3. Present the full draft (or optimized draft)
  4. Ask the user to select subject line + hook

CRITICAL: Present ALL options. Do not select on the user's behalf.

Step 6: Run Pre-Publish Checklist

  1. MANDATORY: Read references/pre-publish-checklist.md
  2. Run through every check against the final draft
  3. Flag any items that don't pass
  4. Present results to the user with specific fixes for any failures

Step 7: Finalize

  1. Assemble the final issue: selected subject line + preview text + selected hook + optimized body + close + P.S.
  2. Present the complete, publication-ready issue to the user

Output Structure

Present the final issue in this structure:

# [Subject Line]
*[Preview Text]*

[Opening Hook]

[Body Content - sections with subheadings]

[Close]

P.S. [Secondary CTA or personal touch]

Execution Guidelines

NEVER generate content manually. Always delegate:

  • writing:copywriting for all newsletter prose (drafting and optimization)
  • content-strategy:title for subject line generation
  • content-strategy:hook for opening hook generation
  • writing:voice is invoked automatically by the copywriting skill

CRITICAL: Always present ALL options with star ratings and rationale.

Quality Checklist

  • Input type assessed (outline vs. draft)
  • writing:copywriting invoked for content generation/optimization
  • content-strategy:title invoked for subject lines (3 options generated)
  • content-strategy:hook invoked for opening hooks (2-3 options generated)
  • All options presented with star ratings
  • User selected subject line and hook
  • Pre-publish checklist run (all items pass or flagged)
  • Final issue assembled and presented
  • No content generated manually by this orchestrator

Common Pitfalls

  1. Writing content manually: Generating newsletter prose instead of delegating to writing:copywriting.
  2. Single option: Presenting one subject line or hook instead of multiple options.
  3. Skipping the pre-publish checklist: The checklist catches issues the draft workflow misses.
  4. Fat orchestrator: Adding copywriting techniques, section rules, or formatting guidance here instead of keeping them in foundation skill references.

平台分布

Codex

36.66%
按下载量换算38

Claude

30.15%
按下载量换算32

Cursor

20.2%
按下载量换算21

Gemini CLI

9.21%
按下载量换算10

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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