Build and maintain developer audience context documents
Developer Audience Context builds one reusable audience document that other developer marketing skills read first.
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Why it matters
Create and maintain a comprehensive developer audience profile that serves as the foundational reference for all developer marketing activities, ensuring consistent targeting and messaging across campaigns.
Outcomes
What it gets done
Extract developer persona details from existing codebases, documentation, and GitHub issues
Capture verbatim developer language from community conversations and support channels
Document technical trust signals, pain points, and competitive alternatives
Generate structured audience context files that other marketing skills can reference
Install
Add it to your toolbox
Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/ag-developer-audience-context | bash After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.
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Overview
Developer Audience Context
Developer Audience Context builds and maintains .agents/developer-audience-context.md, a ten-section foundational document covering persona, pain points, alternatives, differentiators, verbatim language, trust signals, conversion actions, and voice and tone, that every other developer marketing skill reads first. Use it when defining or updating a developer audience, or at the start of any other developer marketing skill so foundational context is loaded before it runs.
What it does
Developer Audience Context creates and maintains .agents/developer-audience-context.md, a single foundational document capturing everything about a product's target developers, so every other developer marketing skill can read it once instead of re-deriving audience facts each time. It builds this document in one of two ways: auto-drafting from existing materials - README, /docs, landing pages, package.json/pyproject.toml dependencies for ecosystem signals, GitHub issues for common questions and frustrations, and existing blog posts - and then walking through each section to validate and fill gaps, or starting from scratch by asking questions section by section and not advancing until the current section is complete. The document covers ten fixed sections: product overview (name, one-liner, category, core technology, pricing model); developer persona, deliberately specific rather than generic - primary role, seniority, company size, industry vertical, tech stack, and decision authority; where they hang out (specific subreddits, Discord or Slack communities, Twitter/X hashtags, blogs, newsletters, podcasts, conferences, GitHub topics, Stack Overflow tags); problems and pain points at the functional, emotional, and situational level, captured as verbatim quotes from Reddit, Hacker News, and Stack Overflow rather than paraphrased; current alternatives - direct competitors, DIY/build-it-yourself, indirect workarounds, or doing nothing - with why developers choose each and what would make them switch; key differentiators in developer terms (technical, developer experience, ecosystem, philosophy) with an explicit warning against marketing fluff like "best-in-class" or "enterprise-grade" that developers see through; verbatim developer language for describing the problem, describing the product, objections, and praise, sourced from GitHub issues, Twitter mentions, Hacker News comments, support tickets, sales calls, and community chat; technical trust signals (adoption metrics like GitHub stars or npm downloads, quality signals like test coverage or security audits, community size, credibility, and transparency); conversion actions mapped per funnel stage from awareness through activation to conversion; and voice and tone across four spectrums (formality, technicality, personality, humor), illustrated with named examples such as Stripe as professional and precise, Vercel as modern and confident, Supabase as friendly and community-driven, and Tailwind as opinionated and direct.
When to use - and when NOT to
Use it when the user wants to establish or update their developer audience context, or at the start of any other developer marketing skill to ensure foundational context is loaded first - trigger phrases include "developer persona," "target developers," "who are our developers," or "developer audience." Before starting, check whether .agents/developer-audience-context.md already exists: if it does, read it and offer to update specific sections rather than rebuilding from scratch; if it doesn't, create the directory and file and walk through each section. Five related, separate skills are named as consumers of this document rather than needing to duplicate its content: devrel-content, hacker-news-strategy, developer-onboarding, developer-seo, and competitor-tracking.
Inputs and outputs
Input, in auto-draft mode, is the existing codebase and its public-facing artifacts - README, docs, landing pages, dependency manifests, GitHub issues, blog posts; in from-scratch mode it's the user's own answers to section-by-section prompts, such as "Describe the developer who gets the most value from your product in one paragraph. What's their day-to-day like?" or "What's the #1 frustration that brings developers to you?" Output is a single markdown file at .agents/developer-audience-context.md with a fixed ten-section structure and a "Last updated" date, meant to be revisited whenever new user research surfaces, a great verbatim quote is found, positioning changes, or the product expands into a new developer segment.
Integrations
Named research tools: Octolens for monitoring developer conversations across GitHub, Hacker News, Reddit, Stack Overflow, and Twitter, called out as essential for capturing verbatim language and finding where developers hang out; GitHub Search for how developers describe problems in issues; Twitter Advanced Search for space-specific discussions; and Google Alerts for tracking competitor and problem-keyword mentions.
Who it's for
Anyone doing developer marketing, DevRel, or developer-facing product positioning who wants one canonical, reusable audience document instead of re-defining "who are our developers" from scratch inside every content, SEO, or community skill they run afterward.
Source README
Developer Audience Context
When to Use
Use this skill when you need when the user wants to establish or update their developer audience context. Also use when starting any other developer marketing skill to ensure foundational context is loaded. Trigger phrases include "developer persona," "target developers," "who are our developers," "developer...
This skill helps you create and maintain .agents/developer-audience-context.md - a foundational document that captures everything about your target developers. All other developer marketing skills reference this document first, so you only define your audience once.
Before You Start
Check if .agents/developer-audience-context.md exists:
- If it exists: Read it and offer to update specific sections
- If it doesn't exist: Create the directory and file, then walk through each section
Two Ways to Build Context
Option 1: Auto-Draft from Codebase (Recommended)
Analyze existing materials to draft an initial version:
- README.md - Product description, features, getting started
- Documentation -
/docs, API reference, tutorials - Landing pages -
index.html, marketing copy - package.json / pyproject.toml - Dependencies reveal ecosystem
- GitHub Issues - Common questions, frustrations, use cases
- Existing blog posts - Technical content, tutorials
After drafting, walk through each section to validate and fill gaps.
Option 2: Start from Scratch
Ask questions section-by-section. Don't advance until the current section is complete.
The 10 Sections to Capture
1. Product Overview
| Field | What to capture |
|---|---|
| Product name | Official name and any aliases |
| One-liner | "We help [developers] do [X] without [Y]" |
| Category | API, SDK, CLI, SaaS, open source library, infrastructure |
| Core technology | Languages, frameworks, platforms supported |
| Pricing model | Free/open source, freemium, usage-based, seat-based |
2. Developer Persona
Not "developers" generically - get specific:
| Field | What to capture |
|---|---|
| Primary role | Backend, frontend, full-stack, DevOps, data, ML, mobile |
| Seniority | Junior, mid, senior, staff, lead, architect |
| Company size | Solo, startup, scale-up, enterprise |
| Industry verticals | Fintech, healthtech, e-commerce, gaming, B2B SaaS |
| Tech stack | Languages, frameworks, cloud providers they use |
| Decision authority | Individual contributor, team lead, buyer, influencer |
Ask: "Describe the developer who gets the most value from your product in one paragraph. What's their day-to-day like?"
3. Where They Hang Out
Developers research before they buy. Know where:
| Channel | Specifics to capture |
|---|---|
| Communities | Specific subreddits, Discord servers, Slack groups |
| Social | Twitter/X hashtags, LinkedIn groups |
| Content | Blogs they read, newsletters they subscribe to, podcasts |
| Events | Conferences, meetups, hackathons |
| Code | GitHub topics, Stack Overflow tags |
Pro tip: Use social listening tools to monitor conversations across Hacker News, Reddit, Stack Overflow, GitHub, and Twitter. See where discussions about your problem space happen organically.
4. Problems & Pain Points
Capture the actual problems, not your solution's features:
| Level | What to capture |
|---|---|
| Functional | "I can't do X" / "X takes too long" / "X is error-prone" |
| Emotional | Frustration, anxiety, embarrassment, fear |
| Situational | When does the pain occur? What triggers the search? |
Ask: "What's the #1 frustration that brings developers to you?"
Research: Search Reddit, Hacker News, and Stack Overflow for complaints about your problem space. Capture verbatim quotes.
5. Current Alternatives
What are developers using today instead of you?
| Alternative type | Examples |
|---|---|
| Direct competitors | Tools that solve the same problem |
| DIY / build it yourself | Custom scripts, internal tools |
| Indirect solutions | Workarounds, manual processes |
| Do nothing | Live with the pain |
For each alternative, capture:
- Why developers choose it
- What's frustrating about it
- What would make them switch
6. Key Differentiators
What makes you different - in developer terms:
| Differentiator type | Example |
|---|---|
| Technical | "10x faster," "No dependencies," "Type-safe" |
| DX (Developer Experience) | "5-minute setup," "Great docs," "First-class CLI" |
| Ecosystem | "Works with X," "Built for Y framework" |
| Philosophy | "Open source," "Privacy-first," "Local-first" |
Warning: Avoid marketing fluff. Developers see through "best-in-class" and "enterprise-grade." Use specific, provable claims.
7. Verbatim Developer Language
Capture exact phrases developers use - not polished marketing copy:
| Category | Examples |
|---|---|
| Describing the problem | "This is such a pain," "I wish I could just..." |
| Describing your product | How they explain it to others |
| Objections | "But what about...", "I'm worried that..." |
| Praise | Testimonials, tweets, GitHub comments |
Sources: GitHub issues, Twitter mentions, Hacker News comments, support tickets, sales calls, community Slack/Discord.
8. Technical Trust Signals
What proof points matter to developers:
| Signal type | Examples |
|---|---|
| Adoption | GitHub stars, npm downloads, Docker pulls |
| Quality | Test coverage, security audits, uptime SLA |
| Community | Contributors, Discord members, forum activity |
| Credibility | Backed by X, used by Y, created by Z |
| Transparency | Open source, public roadmap, changelog |
9. Conversion Actions
What does success look like at each stage?
| Stage | Primary action | Secondary actions |
|---|---|---|
| Awareness | Star repo, follow on Twitter | Read blog post, share content |
| Consideration | Clone repo, read docs | Watch demo, join Discord |
| Trial | Sign up, install SDK | Complete quickstart, make first API call |
| Activation | Reach "Hello World" moment | Integrate into real project |
| Conversion | Upgrade to paid | Add team members, expand usage |
10. Voice & Tone
How should you sound when talking to these developers?
| Dimension | Spectrum |
|---|---|
| Formality | Casual ← → Professional |
| Technicality | Accessible ← → Deep technical |
| Personality | Neutral ← → Opinionated |
| Humor | Serious ← → Playful |
Examples:
- Stripe → Professional, precise, clean
- Vercel → Modern, confident, developer-first
- Supabase → Friendly, accessible, community-driven
- Tailwind → Opinionated, direct, practical
Output Format
Save to .agents/developer-audience-context.md with this structure:
### Developer Audience Context
Last updated: [DATE]
### Product Overview
[Section content]
### Developer Persona
[Section content]
### Where They Hang Out
[Section content]
### Problems & Pain Points
[Section content]
### Current Alternatives
[Section content]
### Key Differentiators
[Section content]
### Verbatim Developer Language
[Section content]
### Technical Trust Signals
[Section content]
### Conversion Actions
[Section content]
### Voice & Tone
[Section content]
Maintenance
Update this document when:
- You learn something new from user research
- You find great verbatim quotes
- Your positioning or differentiation changes
- You expand to new developer segments
Tools
| Tool | Use case |
|---|---|
| Octolens | Monitor developer conversations across GitHub, Hacker News, Reddit, Stack Overflow, Twitter. Essential for capturing verbatim language, finding pain points, and understanding where your developers hang out. |
| GitHub Search | Find how developers describe problems in issues |
| Twitter Advanced Search | Find discussions about your space |
| Google Alerts | Track mentions of competitors and problem keywords |
Related Skills
After establishing context, these skills will reference it:
devrel-content- Writing content that resonateshacker-news-strategy- Engaging on HN authenticallydeveloper-onboarding- Optimizing time-to-valuedeveloper-seo- Targeting the right technical queriescompetitor-tracking- Understanding your competitive landscape
Limitations
- Use this skill only when the task clearly matches its upstream source and local project context.
- Verify commands, generated code, dependencies, credentials, and external service behavior before applying changes.
- Do not treat examples as a substitute for environment-specific tests, security review, or user approval for destructive or costly actions.
FAQ
Common questions
Discussion
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