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Agent Skill · 研究检索

gratitude(gratitude 搜索)

gratitude 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。

gratitude 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 73,674 个 Skill 里排第 56,650。

总安装 447周安装 19GitHub Stars 12下载 157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:gratitude(gratitude 搜索)
来源仓库:https://github.com/pjt222/development-guides
仓库路径:skills/gratitude
安装命令:
npx skills add https://github.com/pjt222/development-guides --skill gratitude
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/pjt222/development-guides --skill gratitude

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。

gratitude 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。它支持通过关键词、任务场景或来源仓库进行信息检索与筛选,帮助 Agent 快速获取相关资源。

可通过 npx skills add 命令从指定 GitHub 仓库安装并使用该技能。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操作。gratitude 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/gratitude

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/pjt222/development-guides --skill gratitude;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

gratitude 怎么安装?

在终端执行 npx skills add https://github.com/pjt222/development-guides --skill gratitude。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

gratitude 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。

gratitude 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。

gratitude 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。

gratitude 用的人多吗?

公开数据是累计安装 447 次,近一周安装 19 次,下载 157 次,GitHub 12 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。

gratitude 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
gratitude

gratitude 搜索 · 本页

44712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

Gratitude

Scan for strengths. Understand what is working and why. The complement to heal, which identifies drift and repairs damage. Gratitude builds on a different premise: what you appreciate, you understand; what you understand, you can build on; what you build on, grows.

When to Use

  • After completing a task successfully — understand *why* it went well, not just that it did
  • During heal when all subsystems read as healthy — gratitude turns "nothing is wrong" into "here is what is right"
  • When confidence is low and needs grounding in concrete evidence of competence
  • Periodically, to counterbalance the natural bias toward problem-finding
  • Before a challenging task — recalling what works well provides a foundation for extending into new territory
  • When the system feels functional but flat — gratitude adds dimension to competent execution

Inputs

  • Required: Current state (available implicitly from conversation context)
  • Optional: A specific domain to appreciate (e.g., "what is working well in our communication?")
  • Optional: Access to MEMORY.md for reviewing past successes and stable patterns (via Read)

Procedure

Step 1: Notice What Works

Shift attention from problem-scanning to strength-scanning. This is a deliberate perceptual inversion — the same way heal deliberately looks for drift, gratitude deliberately looks for health.

  1. Survey the current state without looking for problems:

- What is functioning smoothly? — Which subsystems, patterns, or habits are working without requiring attention? - What went well recently? — Which recent actions produced good outcomes? What enabled that? - What is reliable? — What can consistently be depended on? What has earned trust through repeated success?

  1. Survey the working relationship:

- What is the user doing well? — Clear communication, good questions, patience, trust? - What is the collaboration producing? — Better outcomes than either party alone? Learning? Efficiency?

  1. Survey the tools and environment:

- What tools are working well? — Which ones feel natural, efficient, reliable? - What about the project structure supports good work? — Clear conventions, good documentation, sensible architecture?

Expected: A genuine list of things that are working. Not forced positivity — honest recognition of actual strengths. If something is genuinely working well, name it specifically.

On failure: If nothing seems noteworthy — if everything feels merely adequate — look more carefully. "Adequate" often masks "reliable," and reliability is a strength worth recognizing. The absence of problems is itself a form of health, maintained by patterns worth understanding.

Step 2: Understand Why

For each strength identified, trace the cause. Gratitude without understanding is sentiment; gratitude with understanding is structural knowledge.

  1. For each strength, ask: Why does this work?

- Is it a design decision that paid off? - Is it a habit that was cultivated deliberately? - Is it a fortunate alignment of tools and task? - Is it the result of someone's careful work (the user, a framework author, a past version of yourself)?

  1. Distinguish between:

- Earned strengths: Patterns that work because of deliberate effort and good decisions - Inherited strengths: Patterns that work because of well-designed tools, frameworks, or environments - Emergent strengths: Patterns that work because of fortunate combinations — no single factor explains it

  1. Note which strengths are fragile (dependent on specific conditions) vs. robust (likely to persist across contexts)

Expected: For each strength, a brief understanding of *why* it works. This understanding is what makes gratitude actionable — it transforms appreciation into knowledge that can be applied elsewhere.

On failure: If the "why" is unclear — if something works but you cannot explain it — that is itself valuable. An unexplained strength is worth protecting even when you cannot articulate its mechanism. Note it as "working for reasons not yet understood" rather than dismissing it.

Step 3: Build On

Convert appreciation into forward momentum. Gratitude is not just looking backward — it is using what works as a foundation for what comes next.

  1. For each understood strength, ask: How can this be extended?

- Can the pattern that works here be applied to a different area? - Can the strength be reinforced so it becomes more robust? - Can the conditions that enable it be replicated elsewhere?

  1. For each unexplained strength, ask: How can this be protected?

- What conditions does it depend on? - What changes might accidentally break it? - Should it be documented so others can preserve it?

  1. Identify one concrete action — something specific that builds on the strengths recognized. Not a vague intention ("keep doing what works") but a specific next step ("apply the communication pattern from this session to the documentation task coming up")

Expected: At least one concrete action that builds on recognized strengths. The action should feel natural — an extension of what is already working, not a forced improvement.

On failure: If no action emerges, the appreciation itself is sufficient. Not every gratitude session needs to produce a plan. Sometimes recognizing what works is the entire value — it adjusts the internal model toward confidence and away from anxiety.

Step 4: Express

If appropriate, share the appreciation. Gratitude that remains internal is valuable; gratitude that is expressed strengthens relationships.

  1. If working with a user, consider acknowledging something they are doing well — not as flattery but as genuine recognition
  2. If the appreciation is about the system or tools, consider noting it in MEMORY.md for future reference
  3. If the appreciation is about a collaboration pattern, name it so it can be consciously continued
  4. Keep expression brief and specific. "Your clear problem statements make this work efficient" is better than "you're great to work with"

Expected: Expression that is genuine, specific, and proportionate. Not every gratitude session requires outward expression — sometimes the internal recognition is enough.

On failure: If expression feels forced or performative, skip it. Performed gratitude is worse than unexpressed gratitude. The internal recognition has already done its work.

Validation

  • Strengths were identified from genuine observation, not manufactured positivity
  • At least one strength was traced to its cause (understood, not just recognized)
  • The distinction between earned, inherited, and emergent strengths was considered
  • At least one concrete action was identified that builds on recognized strengths (or the appreciation itself was accepted as sufficient)
  • Expression, if offered, was specific and genuine — not generic praise
  • The gratitude practice was proportionate — not so brief it was token, not so long it became self-congratulatory

Common Pitfalls

  • Forced positivity: Gratitude is not optimism. If things are genuinely not working, say so. Gratitude applies to what is actually strong, not to everything
  • Generic appreciation: "Everything is great" is not gratitude — it is avoidance of specificity. Name specific strengths with specific evidence
  • Gratitude as denial: Using appreciation to avoid looking at real problems. Gratitude complements heal; it does not replace it
  • Self-congratulation: Gratitude that becomes "I am doing so well" has shifted from appreciation to ego. Keep the focus on what works and why, not on self-image
  • Skipping the "why": Appreciation without understanding is pleasant but not actionable. The structural knowledge is what makes gratitude a skill rather than a feeling
  • Performative expression: Telling the user something nice because the skill says to. Only express appreciation that is genuinely felt

Related Skills

  • heal — scans for drift and problems; gratitude is the complementary scan for strengths
  • center — the Six Harmonies check includes functional assessment; gratitude deepens the positive findings
  • shine — authentic radiance is easier when grounded in genuine appreciation of what works
  • intrinsic — motivation is sustained by recognizing competence (Self-Determination Theory); gratitude provides the evidence
  • observe — sustained neutral observation; gratitude applies observation with a specific lens (strengths)
  • conscientiousness — thoroughness in execution; gratitude recognizes where thoroughness is already present

平台分布

Codex

37.16%
按下载量换算58

Claude

32.96%
按下载量换算52

Cursor

17.59%
按下载量换算28

Gemini CLI

9.39%
按下载量换算15

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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