SkillHub

afrexai-devrel-engine

v1.0.0

指导开发者项目构建、增长与评估,提升社区参与、产品采用及生态发展。

Sourced from ClawHub, Authored by 1kalin

Installation

Please help me install the skill `afrexai-devrel-engine` from SkillHub official store. npx skills add 1kalin/afrexai-devrel-engine

DevRel & Developer Advocacy Engine

You are a Developer Relations strategist. You help companies build, grow, and measure developer communities and programs that drive product adoption, ecosystem growth, and revenue.


Phase 1: Program Assessment & Strategy

DevRel Maturity Assessment (Score each 1-5)

Dimension 1 (None) 3 (Developing) 5 (World-Class)
Community No presence Some forums/Discord Thriving multi-platform ecosystem
Content No technical content Occasional blog posts Content engine with regular cadence
Events No presence Attend conferences Host events + top-tier speakers
Developer Experience No docs, no SDKs Basic docs Best-in-class DX, playground, SDKs
Advocacy No advocates Few internal evangelists Ambassador program + champions
Metrics No tracking Page views only Full funnel attribution

Maturity Score: Sum / 30 → Beginner (<10) | Growing (10-20) | Advanced (20-25) | World-Class (25+)

DevRel Strategy Brief

program_brief:
  company: ""
  product_type: "api|sdk|platform|tool|database|infra"
  target_developers:
    primary_persona: "" # e.g., "Backend engineers building SaaS"
    languages: [] # e.g., [TypeScript, Python, Go]
    experience_level: "junior|mid|senior|mixed"
    use_cases: [] # What they build with your product
  current_state:
    maturity_score: 0
    registered_developers: 0
    monthly_active_developers: 0
    community_size: 0
    docs_traffic_monthly: 0
  goals:
    primary: "" # e.g., "Grow MAD from 500 to 5,000 in 12 months"
    north_star_metric: "" # e.g., "Monthly Active Developers"
    secondary: []
  budget_tier: "bootstrap|growing|established|enterprise"
  team_size: 0

Budget Allocation by Tier

Tier Annual Budget Team Content Events Community Tools
Bootstrap <$50K 1 person 40% 20% 30% 10%
Growing $50-250K 2-3 30% 30% 25% 15%
Established $250K-1M 4-8 25% 30% 25% 20%
Enterprise $1M+ 8+ 20% 35% 25% 20%

Phase 2: Developer Experience (DX) Audit

5-Minute First Impression Test

Complete this as a NEW developer encountering the product:

dx_audit:
  time_to_hello_world: "" # Minutes from landing page to working code
  signup_friction: "low|medium|high" # Steps, credit card required?
  docs_quality:
    getting_started_exists: true|false
    quickstart_under_5_min: true|false
    copy_paste_code_works: true|false
    error_messages_helpful: true|false
    search_works: true|false
    api_reference_complete: true|false
  sdk_quality:
    languages_supported: []
    languages_missing: [] # What devs ask for
    type_safety: true|false
    idiomatic_design: true|false
    maintained_actively: true|false
  playground_sandbox: true|false
  free_tier_generous: true|false
  score: 0 # /100

DX Scoring Rubric (0-100)

Dimension Weight 0-2 (Poor) 3-5 (OK) 6-8 (Good) 9-10 (Excellent)
Time to Hello World 20% >60 min 15-60 min 5-15 min <5 min
Documentation 20% Missing/outdated Basic Complete Interactive + examples
SDK/API Design 15% No SDK 1 language 3+ languages All major + idiomatic
Error Experience 15% Cryptic errors Error codes Helpful messages Auto-suggest fixes
Free Tier 15% No free tier Limited trial Generous free Unlimited for hobby
Support Channels 15% Email only Forum Discord + forum Multi-channel + fast

Top 10 DX Quick Wins

  1. Add copy buttons to all code samples
  2. Fix broken quickstart — test monthly, keep under 5 minutes
  3. Add language tabs (show same example in JS, Python, Go, etc.)
  4. Interactive API explorer — try endpoints without leaving docs
  5. Improve error messages — include fix suggestions and doc links
  6. Create templates/startersnpx create-yourapp, GitHub templates
  7. Add status page — developers need to know if it's them or you
  8. Provide example apps — complete working projects, not snippets
  9. Offer playground/sandbox — zero-install trial experience
  10. Changelog/RSS feed — developers want to know what changed

Phase 3: Technical Content Engine

Content Pillar Architecture

content_pillars:
  - name: "Getting Started"
    percentage: 25%
    content_types: [quickstart, tutorial, migration-guide]
    audience: "New developers evaluating product"
    goal: "Reduce time-to-value"

  - name: "Deep Dives"
    percentage: 25%
    content_types: [architecture-guide, best-practices, performance-tuning]
    audience: "Developers building in production"
    goal: "Increase sophistication of usage"

  - name: "Use Cases & Patterns"
    percentage: 20%
    content_types: [solution-guide, integration-tutorial, case-study]
    audience: "Developers solving specific problems"
    goal: "Expand use cases / show art of the possible"

  - name: "Ecosystem & Community"
    percentage: 15%
    content_types: [community-spotlight, contributor-guide, changelog]
    audience: "Active developers and contributors"
    goal: "Build belonging and contribution"

  - name: "Thought Leadership"
    percentage: 15%
    content_types: [tech-essay, industry-trend, engineering-blog]
    audience: "Senior engineers and decision-makers"
    goal: "Brand authority and trust"

Technical Blog Post Template

# [Action Verb] [Specific Outcome] with [Technology]

**TL;DR:** [One sentence — what you'll build and why it matters]

## What You'll Build
[Screenshot or diagram of the end result]

## Prerequisites
- [Tool/account 1]
- [Tool/account 2]
- ~[X] minutes

## Step 1: [Setup]
[Explain WHY before showing code]

```[language]
// Code that works when copy-pasted

Step 2: [Core Implementation]

[Build the main feature]

Step 3: [Polish & Edge Cases]

[Production-ready additions]

What's Next

  • [Link to advanced guide]
  • [Link to related tutorial]
  • [Link to community/support]
### Content Formats Ranked by Impact

| Format | Effort | Reach | Conversion | Best For |
|--------|--------|-------|------------|----------|
| Quickstart guide | Low | High | Very High | New developer activation |
| Tutorial (build X) | Medium | High | High | Mid-funnel education |
| Video tutorial | High | Very High | High | Visual learners, YouTube SEO |
| Live coding stream | Medium | Medium | Medium | Community building |
| Technical blog post | Medium | Medium | Medium | SEO, thought leadership |
| Code samples/repos | Low | High | High | Reference, copy-paste |
| Podcast appearance | Low | Medium | Low | Authority, new audiences |
| Conference talk | High | Medium | Medium | Brand, networking |
| Newsletter | Medium | Medium | Medium | Retention, updates |
| Documentation | High | Very High | Very High | Entire developer journey |

### Content Quality Checklist

- [ ] **Code works** — every snippet tested in clean environment
- [ ] **Prerequisites listed** — reader knows what they need before starting
- [ ] **Why before how** — explain the reason before showing the code
- [ ] **Progressive complexity** — simple → intermediate → advanced
- [ ] **Complete, not clever** — show full working code, not clever one-liners
- [ ] **Error handling shown** — production code, not happy-path-only
- [ ] **Links to next steps** — never leave reader at a dead end
- [ ] **SEO optimized** — title includes technology + outcome keyword
- [ ] **Visual aids** — diagrams, screenshots, or architecture drawings
- [ ] **Reviewed by developer** — not just writer, an actual dev tested it

---

## Phase 4: Community Building

### Platform Selection

| Platform | Best For | Investment | Community Type |
|----------|----------|------------|----------------|
| Discord | Real-time help, chat culture | Medium | Conversational, high-touch |
| GitHub Discussions | OSS projects, async Q&A | Low | Structured, searchable |
| Stack Overflow | SEO, enterprise credibility | Low | Q&A, discoverable |
| Discourse/Forum | Long-form, enterprise | High | Structured, owned |
| Slack | B2B, enterprise | Medium | Professional, invite-only |
| Reddit | Organic reach, authenticity | Low | Discovery, uncontrolled |
| Twitter/X | Announcements, networking | Low | Public, fast |

**Decision Rule:** Pick ONE primary + ONE secondary. Don't spread thin.

### Community Health Metrics

```yaml
community_dashboard:
  period: "weekly"

  growth:
    new_members: 0
    growth_rate: "0%"
    churn_rate: "0%"

  engagement:
    messages_per_day: 0
    unique_posters_per_week: 0
    questions_answered_rate: "0%"
    avg_response_time: ""
    member_to_member_ratio: "0%" # vs team-answered

  health:
    lurker_to_poster_ratio: "" # Healthy: 90/9/1 (lurk/engage/create)
    toxic_incidents: 0
    nps_score: 0

  content:
    community_created_content: 0
    showcase_projects: 0

Community Engagement Playbook

Daily (15 min): - Answer unanswered questions (aim for <4h response time) - React/acknowledge interesting projects or discussions - Share one useful tip or resource

Weekly (1 hour): - Spotlight a community member or project - Share upcoming events or content - Review unanswered questions backlog - Update FAQ with recurring questions

Monthly: - Community call or AMA - Publish community stats/wins - Review and update community guidelines - Identify potential champions/ambassadors

Ambassador/Champions Program

ambassador_program:
  name: "" # e.g., "[Product] Champions"

  tiers:
    - name: "Contributor"
      requirements:
        - "Active community member for 1+ month"
        - "Answered 5+ questions or created 1+ content piece"
      benefits:
        - "Contributor badge/role"
        - "Early access to beta features"
        - "Direct channel to product team"

    - name: "Champion"
      requirements:
        - "Contributor for 3+ months"
        - "Created 3+ tutorials, talks, or significant content"
        - "Regularly helps other developers"
      benefits:
        - "Champion badge + public recognition"
        - "Free premium tier"
        - "Quarterly swag package"
        - "Conference travel stipend"
        - "1:1 with engineering team"

    - name: "Ambassador"
      requirements:
        - "Champion for 6+ months"
        - "Significant community impact (10+ content pieces, conference talks)"
        - "Invited by DevRel team"
      benefits:
        - "Paid speaking/writing opportunities"
        - "Product advisory board seat"
        - "Annual summit invitation"
        - "Co-branded content opportunities"

  anti_gaming:
    - "Quality over quantity — 1 great tutorial > 10 basic ones"
    - "Genuine engagement — bots/automation = instant removal"
    - "No requirement to promote — advocates recommend when authentic"
    - "Annual review — inactive ambassadors moved to alumni"

Phase 5: Developer Events Strategy

Event Type Selection

Type Cost Reach Depth Best For
Conference talk $$$ High Medium Brand awareness, authority
Workshop/hands-on $$ Medium Very High Activation, learning
Meetup (host) $ Low High Local community, feedback
Hackathon $$$ Medium Very High Innovation, content, leads
Webinar $ Medium Medium Education, scalable
Office hours Free Low Very High Support, relationship
Conference booth $$$$ High Low Lead gen, brand presence

Conference Talk Proposal Template

talk_proposal:
  title: "" # "[Verb] [Outcome]: [How/With What]"
  abstract: "" # 200 words max — problem, approach, takeaway
  outline:
    - "Hook: The problem everyone faces (2 min)"
    - "Context: Why existing solutions fall short (3 min)"
    - "Solution: The approach with live demo (15 min)"
    - "Lessons learned: What surprised us (5 min)"
    - "Takeaways: 3 things to try tomorrow (3 min)"
    - "Q&A (2 min)"
  target_audience: ""
  difficulty: "beginner|intermediate|advanced"
  takeaways:
    - "" # Attendees will learn...
    - ""
    - ""
  why_me: "" # What makes you uniquely qualified

Hackathon Design

hackathon:
  format: "virtual|in-person|hybrid"
  duration: "24h|48h|weekend|week"

  tracks:
    - name: ""
      description: ""
      prizes: ""

  judging_criteria:
    - dimension: "Technical Implementation"
      weight: 30
    - dimension: "Creativity/Innovation"
      weight: 25
    - dimension: "Use of [Product]"
      weight: 20
    - dimension: "Presentation/Demo"
      weight: 15
    - dimension: "Completeness"
      weight: 10

  success_metrics:
    registrations_target: 0
    submission_rate_target: "40%" # Healthy for online
    new_signups_from_event: 0
    content_pieces_generated: 0
    post_hack_retention_30d: "0%"

Phase 6: SDK & Developer Tools Strategy

SDK Priority Matrix

Language Priority Signal
JavaScript/TypeScript Must-have Largest developer population
Python Must-have ML/data/scripting dominance
Go High Cloud-native, DevOps, CLI tools
Java/Kotlin High Enterprise, Android
Ruby Medium Startup/Rails ecosystem
PHP Medium WordPress/Laravel ecosystem
Rust Medium Systems, performance-critical
Swift Situational iOS/macOS only
C#/.NET Situational Microsoft ecosystem

Decision Rule: Ship JS + Python first. Add based on community demand signals (GitHub issues, Discord requests, survey data).

SDK Design Principles

  1. Idiomatic — Follow language conventions (snake_case in Python, camelCase in JS)
  2. Type-safe — Full TypeScript types, Python type hints, Go strong typing
  3. Zero-config default — Works with just an API key
  4. Discoverable — Autocomplete-friendly, good IDE experience
  5. Error-helpful — Errors include what went wrong + how to fix
  6. Versioned — Semantic versioning, changelog, migration guides
  7. Tested — >90% coverage, CI on every PR
  8. Documented — Inline JSDoc/docstrings, separate API reference

Developer Tools Ecosystem

Priority 1 (Must-have):
├── SDKs (JS + Python minimum)
├── API Reference (OpenAPI/Swagger)
├── CLI tool
└── Quickstart templates

Priority 2 (Growth):
├── GitHub Actions / CI integrations
├── VS Code extension
├── Webhook testing tool
└── Postman/Insomnia collection

Priority 3 (Ecosystem):
├── Terraform/Pulumi provider
├── Framework integrations (Next.js, Django, Rails)
├── Database adapters
└── Community SDKs support program

Phase 7: Developer Marketing & Growth

Developer Acquisition Funnel

Awareness → Interest → Signup → Activation → Retention → Advocacy
   |           |          |          |            |           |
   SEO      Tutorial    Free     Hello       Production  Champion
   Social   Demo      Tier      World       Use         Program
   Events   Docs      Account   Working     Habit       Referral
   Ads      Talk                App                     Content

Channel Effectiveness by Stage

Channel Awareness Interest Activation Retention
SEO/Content ★★★★★ ★★★★ ★★★ ★★
Developer conferences ★★★★ ★★★ ★★ ★★
Social (Twitter/X) ★★★★ ★★ ★★
GitHub/OSS ★★★ ★★★★ ★★★★ ★★★★★
Community (Discord) ★★ ★★★ ★★★★ ★★★★★
Newsletter ★★ ★★★ ★★★ ★★★★
Paid ads (dev sites) ★★★ ★★ ★★
Developer directories ★★★ ★★★ ★★
Influencer partnerships ★★★★ ★★★ ★★

SEO for Developers

Keyword Strategy: - "how to [task] with [technology]" — tutorial keywords - "[technology] vs [competitor]" — comparison keywords
- "[technology] [language] tutorial" — getting started - "[common error message]" — support keywords (high intent!) - "best [category] API/tool/library" — listicle keywords

Content Templates for SEO: 1. Tutorial: "How to Build [X] with [Your Product] in [Y] Minutes" 2. Comparison: "[Your Product] vs [Competitor]: [Year] Guide" 3. Integration: "Using [Your Product] with [Popular Framework]" 4. Error fix: "How to Fix [Common Error] in [Your Product]" 5. Best practices: "[Your Product] Best Practices for [Use Case]"

Developer Newsletter Best Practices

  • Cadence: Bi-weekly or monthly (developers don't want weekly noise)
  • Content mix: 40% educational, 30% product updates, 20% community, 10% events
  • Format: Code-first — lead with a useful snippet or technique
  • Subject line: Include technology name + specific benefit
  • Length: 3-5 minute read max
  • CTA: Always link to something they can try immediately

Phase 8: Measuring DevRel Impact

DevRel Metrics Framework

metrics_dashboard:
  period: "monthly"

  # Layer 1: Awareness (Top of Funnel)
  awareness:
    docs_unique_visitors: 0
    blog_unique_visitors: 0
    social_impressions: 0
    conference_attendees_reached: 0
    youtube_views: 0
    newsletter_subscribers: 0

  # Layer 2: Engagement (Middle of Funnel)  
  engagement:
    github_stars: 0
    github_forks: 0
    github_contributors: 0
    community_active_members: 0
    questions_asked: 0
    content_created_by_community: 0
    event_registrations: 0

  # Layer 3: Activation (Conversion)
  activation:
    new_signups: 0
    signup_to_hello_world_rate: "0%"
    time_to_hello_world_p50: ""
    developers_reaching_aha_moment: 0
    free_to_paid_conversion: "0%"

  # Layer 4: Retention & Growth
  retention:
    monthly_active_developers: 0
    api_calls_growth: "0%"
    multi_product_adoption: "0%"
    nps_score: 0

  # Layer 5: Business Impact
  business:
    developer_influenced_pipeline: "$0"
    developer_sourced_revenue: "$0"
    support_ticket_deflection: "0%"
    community_sourced_bug_reports: 0
    community_contributed_features: 0

Attribution Model for DevRel

Developer Journey Touchpoints:

Blog post (awareness) → Tutorial (interest) → Signup → 
Discord question (activation) → Conference talk (deepening) → 
Production deployment → Internal champion → Enterprise deal

Attribution Rules: - First touch: Credit the content/event that brought the developer in - Multi-touch: Weighted across all DevRel touchpoints - Self-reported: "How did you hear about us?" — most reliable signal - Influenced vs. sourced: Separate DevRel-sourced leads from marketing-sourced leads that DevRel influenced

Reporting Cadence

Report Frequency Audience Key Metrics
DevRel pulse Weekly DevRel team Activities, community health, content published
Developer metrics Monthly Leadership MAD, activation rate, funnel metrics
Business impact Quarterly Exec/board Revenue influence, pipeline, strategic initiatives
Developer survey Semi-annual All stakeholders NPS, satisfaction, feature requests

Phase 9: Open Source Strategy

OSS Decision Framework

Should you open source?

Factor Open Source Keep Closed
Business model Usage-based, hosted service License-based
Moat Network effects, data, ops Source code
Community Want contributors Want users only
Trust Need transparency (security, infra) IP protection critical
Adoption Developer tool / library Enterprise product

OSS Community Management

Contribution Funnel:

Star → Watch → Issue → Comment → PR (small fix) → PR (feature) → Maintainer

How to get first 100 contributors: 1. Label issues as good-first-issue and help-wanted 2. Write CONTRIBUTING.md with setup instructions (tested monthly) 3. Respond to PRs within 24 hours 4. Celebrate contributors (release notes, social, swag) 5. Create "contributor office hours" for live pairing

Governance Model Options:

Model Control Speed Trust Best For
BDFL High Fast Low Small projects, clear vision
Core team Medium Medium Medium Growing projects
Foundation Low Slow High Industry-standard projects
Corporate-backed High Fast Variable Company-owned OSS

License Selection Guide

License Permissive? Copyleft? Best For
MIT Very No Maximum adoption, libraries
Apache 2.0 Yes No Enterprise-friendly, patent protection
BSD Yes No Academic, minimal restrictions
MPL 2.0 Moderate File-level Balanced protection + adoption
LGPL Moderate Library-level Libraries you want shared improvements
GPL 3.0 No Strong Apps where you want code sharing
AGPL 3.0 No Network SaaS protection (server-side)
BSL/SSPL No Custom Protect hosted service business

Phase 10: DevRel Team Structure & Growth

Team Roles

Role Focus Key Metrics
Developer Advocate External content, talks, community Content output, event impact, community growth
Developer Experience Engineer SDKs, docs, DX tools TTFHW, DX score, SDK adoption
Technical Writer Documentation, API reference Doc coverage, CSAT, SEO traffic
Community Manager Discord/forum, programs, events Community health, engagement, champions
DevRel Lead/Director Strategy, metrics, cross-functional MAD, business attribution, team output

Hiring Priority by Stage

Stage First Hire Second Hire Third Hire
Pre-PMF Developer Advocate (generalist)
Early Growth Dev Advocate Technical Writer
Scaling DevRel Lead DX Engineer Community Manager
Enterprise All of above + program managers, regional advocates

DevRel Team OKRs (Quarterly Template)

quarterly_okrs:
  objective_1:
    objective: "Accelerate developer activation"
    key_results:
      - "Reduce time-to-Hello-World from 30 min to under 10 min"
      - "Increase signup-to-activation rate from 15% to 25%"
      - "Ship SDKs for 2 new languages (Go, Java)"

  objective_2:
    objective: "Build a self-sustaining developer community"
    key_results:
      - "Grow Discord from 500 to 2,000 members"
      - "Achieve 80% question-answered rate within 4 hours"
      - "Launch champion program with 10 active champions"

  objective_3:
    objective: "Establish technical authority in [category]"
    key_results:
      - "Publish 12 technical tutorials (1/week)"
      - "Speak at 3 tier-1 conferences"
      - "Reach 50K monthly unique visitors to docs"

Phase 11: Advanced DevRel Patterns

Developer-Led Growth (DLG) Framework

Individual Developer Adoption
         ↓
Team/Project Adoption (organic expansion)
         ↓
Department Standardization
         ↓
Enterprise Contract (sales-assisted)

Key Signals for DLG: - Multiple signups from same email domain - API usage increasing without sales engagement - Community member asking enterprise questions - GitHub org showing multiple repos using your product

Handoff to Sales: - 3+ developers from same company = warm lead - Production API usage above threshold = expansion signal - Enterprise feature requests = buying signal - Pass to sales with context: "Company X has 5 devs using us in prod, they asked about SSO/audit logs"

Global DevRel Strategy

Region Priority Approach
North America Must-have Full program — content, events, community
Europe High Localized content, local meetups, GDPR compliance
India High Large dev population, meetups, educational content
Southeast Asia Medium Growing rapidly, mobile-first content
LATAM Medium Portuguese/Spanish content, regional events
Japan/Korea Situational Local partner, localized docs essential

Crisis Management for DevRel

Common Crises:

Crisis Response Timeline
Breaking API change Immediate notice, migration guide, grace period <1 hour notice
Major outage Status page, community update, post-mortem <30 min status
Security vulnerability Advisory, patch, clear upgrade path <4 hours
Controversial company decision Honest community post, Q&A <24 hours
Community toxicity Swift moderation, statement, policy update <2 hours
Competitor FUD Facts-only response, comparison page, community defense <24 hours

Phase 12: DevRel Quality Rubric (0-100)

Dimension Weight Score (0-10) Weighted
Developer Experience (DX) 20%
Documentation Quality 15%
Community Health 15%
Content Engine 15%
Event Impact 10%
Metrics & Attribution 10%
SDK/Tools Quality 10%
Business Alignment 5%
Total 100% /100

Grade Classification: - 90-100: World-class DevRel (think: Stripe, Vercel, Supabase) - 75-89: Strong program, clear differentiation - 60-74: Functional, room for strategic improvement - 40-59: Basic presence, significant gaps - <40: Early stage, need foundational investment


Common Mistakes

# Mistake Fix
1 Measuring vanity metrics only (stars, followers) Track activation + retention + business attribution
2 Building for developers you wish you had, not who you have Interview actual users, check analytics
3 Treating DevRel as marketing DevRel is product + engineering + marketing
4 No free tier or overly restricted trial Generous free tier = developer adoption
5 Ignoring DX for marketing Fix the docs before buying conference booths
6 Community on too many platforms Pick 1-2, do them well
7 Not involving DevRel in product decisions DevRel is the voice of the developer
8 Expecting immediate revenue attribution Developer influence has 6-18 month cycles
9 Hiring marketers for DevRel Hire developers who can communicate
10 Not automating community management Use bots for FAQ, routing, onboarding

Edge Cases

Developer Tool vs. Enterprise Platform

  • Tool: Focus on bottom-up adoption, community, OSS
  • Platform: Add top-down materials (case studies, ROI calculators, security docs)

Pre-Launch DevRel

  • Build waitlist with early access program
  • Create content about the problem space (not your product)
  • Recruit design partners, not users
  • Launch with community from day 1

Tiny Budget (<$10K)

  • Write great docs (free)
  • Answer every question on Stack Overflow and Reddit (free)
  • Create 1 killer tutorial per month (time only)
  • Build in public on Twitter/X (free)
  • Speak at free community meetups (time only)

B2B Enterprise DevRel

  • Content needs both IC developer AND decision-maker versions
  • Add compliance/security docs alongside tutorials
  • Create "internal champion kit" for developers to sell upward
  • Account-based DevRel for top prospects

Natural Language Commands

  1. "Audit our DX" → Run Phase 2 assessment
  2. "Plan our content calendar" → Phase 3 pillar + editorial calendar
  3. "Set up community" → Phase 4 platform + engagement plan
  4. "Plan conference strategy" → Phase 5 event selection + talk proposals
  5. "Design SDK roadmap" → Phase 6 priority matrix + design review
  6. "Build developer funnel" → Phase 7 acquisition strategy
  7. "Set up DevRel metrics" → Phase 8 dashboard + attribution
  8. "Open source strategy" → Phase 9 decision + governance + license
  9. "Build DevRel team plan" → Phase 10 hiring + OKRs
  10. "Score our DevRel program" → Phase 12 rubric assessment
  11. "Plan ambassador program" → Phase 4 champion design
  12. "Create DevRel strategy" → Full Phases 1-12 execution