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Agent Skill · 研究检索

utility-pm-skill-iterate(实用程序 pm 技能迭代)

utility-pm-skill-iterate 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

utility-pm-skill-iterate 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,权限为调用外部服务;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 47,393。

总安装 734周安装 30GitHub Stars 168下载 235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:utility-pm-skill-iterate(实用程序 pm 技能迭代)
来源仓库:https://github.com/product-on-purpose/pm-skills
仓库路径:skills/utility-pm-skill-iterate
安装命令:
npx skills add https://github.com/product-on-purpose/pm-skills --skill utility-pm-skill-iterate
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/product-on-purpose/pm-skills --skill utility-pm-skill-iterate

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。

用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词快速定位结果。通过 npx skills add 命令从指定仓库安装并使用。安装前需确认权限范围和维护状态,避免不必要的联网或文件操作。

utility-pm-skill-iterate 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/utility-pm-skill-iterate

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/product-on-purpose/pm-skills --skill utility-p…;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

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

utility-pm-skill-iterate 怎么安装?

在终端执行 npx skills add https://github.com/product-on-purpose/pm-skills --skill utility-pm-skill-it…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

utility-pm-skill-iterate 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。

utility-pm-skill-iterate 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

utility-pm-skill-iterate 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。

utility-pm-skill-iterate 用的人多吗?

公开数据是累计安装 734 次,近一周安装 30 次,下载 235 次,GitHub 168 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。

utility-pm-skill-iterate 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。

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。

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
utility-pm-skill-iterate

实用程序 pm 技能迭代 · 本页

734168调用外部服务未明确通过

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

PM Skill Iterate

This skill improves an existing pm-skills skill by applying targeted changes based on input you provide. It reads the current skill files, proposes changes as before/after previews grouped by file, and writes them on your confirmation. After applying changes, it suggests a version bump class and offers to update HISTORY.md.

The iterator accepts any of these as input:

  • A validation report from /pm-skill-validate
  • Direct feedback ("the template is missing section X")
  • A convention change ("all skills now need a Limitations section")
  • A general improvement request ("make the example more realistic")

When to Use

  • After running /pm-skill-validate and getting a report with findings
  • When you have specific feedback on a skill and want to apply it
  • When a repo convention changes and a skill needs to conform
  • When a skill's example, template, or instructions need improvement
  • When iterating on a skill before a release

When NOT to Use

  • To create a new skill from scratch -> use /pm-skill-builder
  • To audit a skill before making changes -> use /pm-skill-validate first
  • To make bulk convention changes across many skills -> run /pm-skill-validate --all first to triage, then iterate one skill at a time

Instructions

When asked to iterate on a skill, follow these steps:

Step 1: Identify the Target Skill

Accept the skill name in any form:

  • Directory name: deliver-prd
  • Full path: skills/deliver-prd/SKILL.md
  • Slash command: /prd

Resolve to the canonical directory path: skills/{name}/.

If the skill directory does not exist, stop and report: "Skill directory skills/{name}/ does not exist. Use /pm-skill-builder to create it."

Step 2: Read Current Skill Files

Read all files in the skill directory:

FileRequiredPurpose
SKILL.mdyesFrontmatter + instructions (the primary edit target)
references/TEMPLATE.mdyesOutput template
references/EXAMPLE.mdyesWorked example
HISTORY.mdnoVersion history (needed for Step 7)

Record the exact content of each file at this point. You will compare against this content before writing in Step 5 (stale-preview guard).

If reading files is not possible (MCP/embedded environment), ask the user to paste the relevant file contents before proceeding (see Degraded Mode).

Step 3: Normalize Input into Intended Changes

Regardless of input type, extract a structured list of intended changes before generating any edits. This normalization step is what makes the unified flow work consistently across all input types.

If the input is a validation report (from /pm-skill-validate):

  • Check for Report schema: v1 in the header. If absent or a different schema version, warn: "This report uses an unrecognized schema. I'll do my best but may miss structured fields."
  • Parse the ## Recommendations section.
  • Split each recommendation line on | to extract:

- Position 1: severity (FAIL, WARN, INFO) - Position 2: check ID - After Target:: file path - After Action: (next line): what to change

  • Build the intended changes list from these fields.

If the input is free text (feedback, convention change, improvement request):

  • Read the input and identify what needs to change.
  • Map each change to a specific target file and section.
  • If the input is vague, ask ONE clarifying question before proceeding.

Present the normalized list for user confirmation:

Intended changes:
1. Target: skills/{name}/SKILL.md -> {section}
   Change: {what will change}
   Source: {validation report check ID | user feedback | convention change}
2. Target: skills/{name}/references/EXAMPLE.md -> {section}
   Change: {what will change}
   Source: {source}

If the user wants to modify the list (add, remove, or change items), adjust and re-present before proceeding.

Step 4: Preview Proposed Changes

For each intended change, generate the proposed edit and present it as a before/after block grouped by file:

### skills/{name}/SKILL.md

**{Section name} -- before:**
> {exact current content of the section being changed}

**{Section name} -- after:**
> {proposed new content for this section}

### skills/{name}/references/EXAMPLE.md

**{Section name} -- before:**
> {exact current content}

**{Section name} -- after:**
> {proposed new content}

Preview rules:

  • Group all changes by file. Show each file once, with all its changes.
  • Show enough surrounding context for the user to understand the change.
  • For small edits (a few lines), show the full section before and after.
  • For large edits (rewriting most of a section), show the section header and the first/last few lines of before, then the full after.
  • Do NOT show files that are not being changed.

Ask: "Apply these changes? [yes / no]"

If the user says no, ask what to adjust and return to Step 3 or Step 4.

Step 5: Apply Changes (with Stale-Preview Guard)

Before writing any file, re-read each target file and compare its content to what you recorded in Step 2.

If any target file has changed since Step 2:

  • Do NOT write any files.
  • Report: "File {path} has changed since the preview was generated. Regenerating preview with current content."
  • Return to Step 2 with the same intended changes list.

If all target files match:

  • Write the changes to each target file.
  • Update the updated field in SKILL.md frontmatter to today's date. (The updated field tracks when the file was last modified, regardless of whether a version bump is accepted.)
  • Report what was written: list each file and a one-line summary of what changed.

Step 6: Suggest Version Bump

After changes are applied, classify the overall change and suggest a version bump class. Do NOT auto-write the version number.

Classification rules (from docs/internal/skill-versioning.md):

Change typeBump classExamples
Wording clarified, examples improved, typos fixedpatchReworded checklist item, better example scenario, description expanded
New optional capability or section addedminorNew optional output section, handles more scenarios, new quality check
Required contract changed, interaction pattern breaksmajorCommand renamed, required section removed, "done" definition narrowed

Tie-breaker: If a user must do something new to stay compliant with the skill's required contract, classify as major. If the new behavior is additive or optional, classify as minor. If the required behavior is unchanged and only clarified, classify as patch.

Present the suggestion:

Suggested bump: {class} ({reason}).
Current version: {current}.
Bump to {suggested}? [yes / override / skip]
  • yes: Write the new version to SKILL.md frontmatter.
  • override: Ask for the desired version, validate it's valid SemVer and higher than current, then write it.
  • skip: Leave the version unchanged. The user may bump it later during release prep.

Step 7: Offer HISTORY.md Update

After the version decision, produce a change summary and handle HISTORY.md based on the current state:

If HISTORY.md exists and version was bumped:

  1. Read HISTORY.md and validate its format:

- Has a summary table with | Version | Date | Release |... header - Versions are newest-first in the table - Each table version has a corresponding ## X.Y.Z section below

  1. If format is valid: offer to append. "Would you like me to add this version to HISTORY.md? [yes / no]" On yes: add a new row to the summary table (newest-first) and a new ## X.Y.Z section with the change summary.
  2. If format is invalid: warn and show the proposed content without writing. "HISTORY.md doesn't follow the expected format. Here's what I would add -- you can paste it manually:" Then show the proposed table row and version section.

If HISTORY.md does not exist and this is the skill's second version: Offer to create it. "This is the second version of this skill. Would you like me to create HISTORY.md with entries for both versions? [yes / no]" On yes: create HISTORY.md with the format from docs/internal/skill-versioning.md, including entries for both the original version (from release history or effort brief) and the new version.

If HISTORY.md does not exist and version was not bumped: No offer. HISTORY.md is premature until the skill has shipped a second version.

If HISTORY.md exists but version was not bumped (skip): No offer. The change summary is available in the conversation for the user to use at their discretion.

Step 8: Report Summary

Present a final summary:

## Iteration Complete: {skill-name}

**Files changed:**
- skills/{name}/SKILL.md -- {summary}
- skills/{name}/references/EXAMPLE.md -- {summary}

**Version:** {current} -> {new} ({class}) | or: unchanged (skipped)
**HISTORY.md:** updated | created | skipped | not applicable

**Next steps:**
- Run `/pm-skill-validate {name}` to verify the changes pass
- Run local CI: `bash scripts/lint-skills-frontmatter.sh`
- If satisfied, commit the changes

Degraded Mode

If you cannot read skill files directly (e.g., running via MCP or in an embedded environment without file system access):

  1. Validation-report-driven iteration is preferred in this mode. The report carries the context (check IDs, target paths, actions).
  2. For free-text iteration, ask the user to paste the content of each relevant file before proposing changes.
  3. The stale-preview guard (Step 5) cannot run -- note in the summary: "Applied without stale-preview check (file system not available)."
  4. HISTORY.md operations require the user to paste the current file content or confirm it does not exist.

Output Contract

The iterator MUST:

  • Normalize input into a structured intended-changes list before editing
  • Present all proposed changes as before/after previews grouped by file
  • Require explicit user confirmation before writing any file
  • Re-read target files before writing to guard against stale previews
  • Update the updated frontmatter field on every apply
  • Suggest a version bump class without auto-writing the version number
  • Handle HISTORY.md according to the rules in Step 7

The iterator MUST NOT:

  • Write files without showing a preview first
  • Write files without user confirmation
  • Auto-increment the version number without explicit confirmation
  • Create HISTORY.md for a skill still on its first version
  • Append to HISTORY.md without validating its format first

Quality Checklist

Before completing the iteration, verify:

  • Input was normalized into an intended-changes list before editing
  • All proposed changes were shown as before/after previews
  • User confirmed before any files were written
  • Stale-preview guard ran before writing (or noted as unavailable)
  • updated date was set to today in SKILL.md frontmatter
  • Version bump class was suggested with correct reasoning
  • Version was only written after explicit user confirmation
  • HISTORY.md was handled correctly per Step 7 rules
  • Final summary was presented with next steps

Examples

See references/EXAMPLE.md for a completed iteration demonstrating a validation-report-driven improvement to a real shipped skill.

平台分布

Codex

34.59%
按下载量换算81

Claude

31.85%
按下载量换算75

Cursor

19.65%
按下载量换算46

Gemini CLI

10.57%
按下载量换算25

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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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