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Agent Skill · 研究检索

gtm-developer-ecosystem(GTM 开发者生态系统)

gtm-developer-ecosystem 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。

gtm-developer-ecosystem 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,权限为需要联网;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 4,749。

总安装 29,952周安装 1,184GitHub Stars 31,699下载 9,696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:gtm-developer-ecosystem(GTM 开发者生态系统)
来源仓库:https://github.com/github/awesome-copilot
仓库路径:skills/gtm-developer-ecosystem
安装命令:
npx skills add https://github.com/github/awesome-copilot --skill gtm-developer-ecosystem
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/github/awesome-copilot --skill gtm-developer-ecosystem

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。

gtm-developer-ecosystem 用于查找、检索和筛选相关信息,适合快速定位候选结果。适用于根据关键词、任务场景或来源线索进行信息检索。通过 npx skills add 命令从 GitHub 仓库安装并使用。安装前需确认权限范围和维护状态,注意可能触发联网或文件操作。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/gtm-developer-ecosystem

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/github/awesome-copilot --skill gtm-developer-e…;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

    它需要需要联网,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

gtm-developer-ecosystem 怎么安装?

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

gtm-developer-ecosystem 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。

gtm-developer-ecosystem 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

gtm-developer-ecosystem 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。

gtm-developer-ecosystem 用的人多吗?

公开数据是累计安装 29,952 次,近一周安装 1,184 次,下载 9,696 次,GitHub 31,699 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。

gtm-developer-ecosystem 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。
  • 来源仓库有 31,699 星,维护活跃度相对可查。

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
gtm-developer-ecosystem

GTM 开发者生态系统 · 本页

29,95231,699需要联网未明确通过

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

Developer Ecosystem

Build and scale developer-led adoption through ecosystem programs, community, and partnerships. Focus on what actually drives adoption, not vanity metrics.

When to Use

Triggers:

  • "How do we build a developer ecosystem?"
  • "Should we curate quality or go open?"
  • "Developer community isn't growing"
  • "Nobody's building on our API"
  • "How do we compete with larger platforms?"

Context:

  • API platforms and developer tools
  • Products with extensibility (plugins, integrations)
  • Developer-first GTM motion
  • Platform business models

Core Frameworks

1. Open vs Curated Ecosystem (The Marketplace Decision)

The Pattern:

Running ecosystem at a developer platform. Leadership debate: Open the marketplace to anyone, or curate for quality?

Quality control camp: "We need gatekeeping. Otherwise we'll get SEO spam, low-quality integrations, brand damage."

Open camp: "Developers route around gatekeepers. Network effects matter more than quality control."

The decision: Went open. Quality concerns were real, but we made a bet: control comes from discovery and trust layers, not submission gatekeeping.

What We Built Instead of Gatekeeping:

  1. Search and discovery — Surface high-quality integrations through algorithms, not human curation
  2. Trust signals — Verified badges, usage stats, health scores
  3. Community curation — User ratings, collections, recommendations
  4. Moderation — Remove spam after publication, not block before

Result: Network effects won. Thousands of integrations published. Quality surfaced through usage, not through us deciding upfront.

Decision Framework:

  • Curated works when: Brand risk high, dozens of partners, can scale human review
  • Open works when: Hundreds/thousands of potential partners, network effects matter more than quality control

Common Mistake:

Defaulting to curated because "we need quality control." This works when you have 10 partners. At 100+, you become the bottleneck. Build discovery and trust systems instead.


2. The Three-Year Student Program Arc

The Pattern:

Most developer programs optimize for quick wins. Better approach: Build long-term talent pipeline.

Year 1: University Partnerships

  • Partner with CS departments
  • Curriculum integration (hackathons, coursework)
  • Student licenses (free or heavily discounted)
  • Metrics: # universities, # students activated

Year 2: Student Community & Certification

  • Student expert certification program
  • Student-led workshops and events
  • Campus ambassadors
  • Metrics: # certified, # student-led events

Year 3: Career Bridge

  • Job board connecting students → companies
  • Enterprise partnerships (hire certified students)
  • Alumni network
  • Metrics: # hired, company partnerships

Why This Works:

Students become enterprise buyers 5-10 years later. You're building brand loyalty before they have purchasing power.

Common Mistake:

Treating students as immediate revenue. They're not. They're future enterprise decision-makers.


3. Developer Journey (Awareness → Integration → Advocacy)

Stage 1: Awareness

  • How do they discover you?
  • Content, search, word-of-mouth, events

Stage 2: Onboarding

  • First API call in <10 minutes
  • Quick-start guides
  • Sample code in popular languages

Stage 3: Integration

  • Building real use cases
  • Integration guides
  • Support when stuck

Stage 4: Production

  • Deployed and generating value
  • Monitoring usage
  • Enterprise upgrade path

Stage 5: Advocacy

  • Sharing publicly
  • Recommending to others
  • Contributing back (docs, code, community)

Metrics That Matter:

  • Time to first API call (onboarding)
  • % reaching production (integration success)
  • Monthly active developers (engagement)
  • Developer NPS (advocacy)

Common Mistake:

Measuring vanity metrics (sign-ups, downloads) instead of real engagement (API calls, production deployments).


4. Documentation Hierarchy

Tier 1: Quick Starts (Get to Value Fast)

  • "Hello World" in 5 minutes
  • Common use case examples
  • Copy-paste code that works

Tier 2: Guides (Solve Real Problems)

  • Use case-specific tutorials
  • Integration patterns
  • Best practices

Tier 3: Reference (Complete API Docs)

  • Every endpoint documented
  • Request/response examples
  • Error codes and handling

Tier 4: Conceptual (Understand the System)

  • Architecture overviews
  • Design philosophy
  • Advanced patterns

Most developers need: Tier 1 first, then Tier 2. Very few read Tier 4.

Common Mistake:

Starting with Tier 3 (comprehensive API reference). Developers want quick wins first.


5. Community vs Support (When to Use Which)

Community (Async, Scalable):

  • Slack/Discord for real-time help
  • Forum for searchable Q&A
  • GitHub discussions for feature requests
  • Best for: Common questions, peer-to-peer help

Support (Sync, Expensive):

  • Email support for enterprise
  • Dedicated Slack channels for partners
  • Video calls for complex integrations
  • Best for: Paying customers, strategic partners

How to Route:

Community first:

  • Developer asks question
  • Community member answers
  • You validate and upvote
  • Searchable for future developers

Escalate to support when:

  • No community answer in 24 hours
  • Enterprise/paying customer
  • Security or compliance issue
  • Complex integration requiring custom work

Common Mistake:

Providing white-glove support to everyone. Doesn't scale. Build community that helps itself.


6. Partner Tiering for Developer Ecosystems

Tier 1: Integration Partners (Self-Serve)

  • Build with public API
  • You provide: docs, Slack channel, office hours
  • They drive their own marketing
  • Best for: Ambitious partners with resources

Tier 2: Strategic Partners (Co-Development)

  • Co-developed integration
  • You provide: dedicated channel, co-marketing
  • Joint case studies
  • Best for: High-impact integrations

Don't over-tier. 2 tiers is enough. More creates confusion.


Decision Trees

Open or Curated Ecosystem?

Is brand damage risk high if low-quality partners join?
├─ Yes (regulated, security) → Curated
└─ No → Continue...
    │
    Can you scale human review?
    ├─ No (hundreds/thousands) → Open + discovery systems
    └─ Yes (dozens) → Curated

Community or Support?

Is this a common question?
├─ Yes → Community (forum, Slack, docs)
└─ No → Continue...
    │
    Is requester paying customer?
    ├─ Yes → Support (email, dedicated)
    └─ No → Community (with escalation path)

Common Mistakes

1. Building ecosystem before product-market fit

  • Fix core product first, then build ecosystem

2. No developer success team

  • Developers need help to succeed beyond docs

3. Poor documentation

  • Foundation of ecosystem, non-negotiable

4. Treating all developers equally

  • Tier support by strategic value (paying > free, partners > hobbyists)

5. No integration quality standards

  • Low-quality integrations hurt your brand

6. Measuring only vanity metrics

  • Track activation and production usage, not just sign-ups

7. Developer advocates with no technical depth

  • Hire developers who can code and teach

Quick Reference

Open ecosystem checklist:

  • Search and discovery (surface quality algorithmically)
  • Trust signals (verified badges, usage stats, ratings)
  • Community curation (user recommendations, collections)
  • Moderation (remove spam after publication)

Developer journey metrics:

  • Awareness: Traffic, sign-ups
  • Onboarding: Time to first API call (<10 min target)
  • Integration: % reaching production deployment
  • Advocacy: Developer NPS, public sharing

Documentation hierarchy:

  1. Quick starts (5-min "Hello World")
  2. Use case guides (solve real problems)
  3. API reference (complete documentation)
  4. Conceptual (architecture, philosophy)

Partner tiers:

  • Tier 1: Self-serve (public API, docs, community)
  • Tier 2: Strategic (co-development, co-marketing)

Student program timeline:

  • Year 1: University partnerships, activation
  • Year 2: Certification, student community
  • Year 3: Job board, enterprise hiring bridge

Related Skills

  • partnership-architecture: Partner deal structures and co-marketing
  • product-led-growth: Self-serve activation funnels for developer products
  • 0-to-1-launch: Launching developer products

*Based on building developer ecosystems at multiple platform companies, including the open vs curated marketplace decision, student program development (3-year arc building talent pipeline), and partner ecosystem growth. Not theory — patterns from building developer ecosystems that actually drove platform adoption and multi-year brand loyalty.*

平台分布

Codex

36.29%
按下载量换算3,519

Claude

28.13%
按下载量换算2,727

Cursor

19.27%
按下载量换算1,868

Gemini CLI

9.26%
按下载量换算898

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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