gtm-developer-ecosystem
Helps your agent build and scale programs to attract developers. Allows scaling platform adoption and designing student programs.
What it does
This tool helps build and scale developer programs, focusing on how to get more people to use your platform or product. It guides decisions on balancing open versus curated programs and building a pipeline for students to become future users.
When to use it
- ✓When deciding if a developer program should be open or restricted.
- ✓When planning how to attract and retain developers on a platform.
- ✓When thinking about how to turn students into long-term users.
Example of what to ask your AI
“How can I build a successful developer program that encourages adoption of my platform?”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
The tool provides frameworks for choosing between open or curated ecosystems, emphasizing discovery and trust over strict gatekeeping. It also outlines a three-year student program arc, from university partnerships to building a future talent pipeline.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add github/awesome-copilot --skill gtm-developer-ecosystemOr download just the file:
curl -L https://raw.githubusercontent.com/github/awesome-copilot/main/skills/gtm-developer-ecosystem/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
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:
- Search and discovery — Surface high-quality integrations through algorithms, not human curation
- Trust signals — Verified badges, usage stats, health scores
- Community curation — User ratings, collections, recommendations
- 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
…
FAQ
What's the difference between an open and a curated ecosystem?
An open ecosystem allows anyone to contribute, relying on discovery and trust mechanisms to surface good options. A curated ecosystem has stricter control over who can participate, ensuring quality upfront.
Why focus on students?
Students become future technology buyers and influencers. Building a relationship with them now creates brand loyalty and secures future users and customers.
What metrics matter for a developer ecosystem?
Key metrics include time to first API call, percentage reaching production, and monthly active developers, rather than just sign-up numbers.
Details
Original description by the author
Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.
repo: github/awesome-copilot
Popularity
- GitHub stars
- 40k
- Ranking position
- #5180
- License
- MIT
- Updated
- 10/15/2026
Comments
- …
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