acquire-codebase-knowl…
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document…
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.
$ npx -y skills add github/awesome-copilot --skill gtm-developer-ecosystem --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/gtm-developer-ecosystemContext preview
The summary Claude sees to decide when to auto-load this skill.
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.
name: gtm-developer-ecosystem description: 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. license: MIT metadata: author: Smit Patel (https://linkedin.com/in/smitkpatel) source: https://github.com/beingsmit/technical-product-gtm
Build and scale developer-led adoption through ecosystem programs, community, and partnerships. Focus on what actually drives adoption, not vanity metrics.
**Triggers:**
**Context:**
---
**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:**
**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.
---
**The Pattern:**
Most developer programs optimize for quick wins. Better approach: Build long-term talent pipeline.
**Year 1: University Partnerships**
**Year 2: Student Community & Certification**
**Year 3: Career Bridge**
**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.
---
**Stage 1: Awareness**
**Stage 2: Onboarding**
**Stage 3: Integration**
**Stage 4: Production**
**Stage 5: Advocacy**
**Metrics That Matter:**
**Common Mistake:**
Measuring vanity metrics (sign-ups, downloads) instead of real engagement (API calls, production deployments).
---
**Tier 1: Quick Starts (Get to Value Fast)**
**Tier 2: Guides (Solve Real Problems)**
**Tier 3: Reference (Complete API Docs)**
**Tier 4: Conceptual (Understand the System)**
**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.
---
**Community (Async, Scalable):**
**Support (Sync, Expensive):**
**How to Route:**
**Community first:**
**Escalate to support when:**
**Common Mistake:**
Providing white-glove support to everyone. Doesn't scale. Build community that helps itself.
---
A community-created collection of custom agents, instructions, skills, hooks, workflows, and plugins to supercharge your GitHub Copilot experience.
Repo: github/awesome-copilot
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