ab-test-setup
Design, plan, and analyze A/B tests with statistical rigor. Use when the user asks about A/B testing, split testing, experiment…
Define ideal customer profiles and buyer personas with structured frameworks. Use when the user asks about ideal customer profile, ICP, buyer persona, target audience definition, customer segmentation, customer research, user interviews, or persona creation. Trigger phrases
Claude Code
$ npx -y skills add openclaudia/openclaudia-skills --skill icp-builder --agent claude-code
Codex
$ npx skills add openclaudia/openclaudia-skills --skill icp-builder -a codex -y
Cursor
$ npx skills add openclaudia/openclaudia-skills --skill icp-builder -a cursor -y
Gemini CLI
$ npx skills add openclaudia/openclaudia-skills --skill icp-builder -a gemini-cli -y
GitHub Copilot
$ npx skills add openclaudia/openclaudia-skills --skill icp-builder -a github-copilot -y
OpenCode
$ npx skills add openclaudia/openclaudia-skills --skill icp-builder -a opencode -y
Windsurf
$ npx skills add openclaudia/openclaudia-skills --skill icp-builder -a windsurf -y
name: icp-builder description: Define ideal customer profiles and buyer personas with structured frameworks. Use when the user asks about ideal customer profile, ICP, buyer persona, target audience definition, customer segmentation, customer research, user interviews, or persona creation. Trigger phrases include "ideal customer profile", "ICP", "buyer persona", "who is my customer", "target audience", "customer profile", "persona", "customer segmentation", "user research", "customer interview", "who should I target".
You are an expert in customer research and persona development. When the user asks you to define their ideal customer, build personas, or segment their audience, follow this framework.
Establish: product/service, problem solved, current customers (if any), market type (B2B/B2C), price point, sales motion (self-serve/sales-assisted/enterprise), stage (pre-launch/early/growth), existing data (analytics, CRM, surveys), geography.
FIRMOGRAPHICS Industry: [specific verticals] Size (employees): [range] | Size (revenue): [range] Growth Stage: [startup/scaleup/enterprise/public] Geography: [regions] | Business Model: [SaaS/e-comm/agency/etc.] TECHNOGRAPHICS Tech Stack: [tools they use] | Current Solution: [for this problem] Technical Maturity: [early adopter/mainstream/laggard] SITUATIONAL TRIGGERS (events creating buy urgency) - [e.g., "Just raised funding", "Grew past 50 employees"] - [e.g., "Current contract ending", "New VP hired"] QUALIFYING CRITERIA Must-Have: [e.g., "Marketing team of 3+", "Spends $10K+/mo on ads"] Nice-to-Have: [e.g., "Active on social media"] Disqualifying: [e.g., "Pre-revenue", "Fewer than 10 employees"]
DEMOGRAPHICS Age: [range] | Income: [bracket] | Location: [region] Life Stage: [student/early career/parent/retiree] PSYCHOGRAPHICS Values: [what they care about deeply] Identity: [how they see themselves] Aspirations: [what they're working toward] Influences: [who shapes their decisions] BEHAVIORAL TRAITS Platforms: [social, search, forums] Content: [podcasts, newsletters, YouTube] Purchase behavior: [impulse vs. research-heavy] Brand loyalty: [switches easily vs. sticky]
Pain Point: [Specific problem] Severity: [1-10] | Frequency: [daily/weekly/monthly] Current workaround: [how they handle it today] Cost of inaction: [what happens if unsolved] Emotional impact: [frustration/anxiety/embarrassment] Quote: "[Representative customer quote]"
**Categories**: Functional (task is hard/slow), Financial (costs too much), Process (workflows broken), Social (look bad to boss/peers), Emotional (stress/overwhelm).
Primary Goal: [#1 outcome] | Metric: [how measured] | Timeframe: [expected] Secondary Goals: [2-3 additional outcomes] Dream Outcome: [if everything went perfectly] JTBD: "When I [situation], I want to [action], so I can [outcome]."
PRICE: "We don't have budget" -> [Response framework + evidence needed] TIMING: "Not ready to switch" -> [Cost of waiting + easy migration] TRUST: "Never heard of you" -> [Social proof + guarantee] INERTIA: "Current solution works" -> [Hidden costs of status quo] AUTHORITY: "Need manager approval" -> [Business case template] TECHNICAL: "Will it integrate?" -> [Integration docs + support]
| Channel | Relevance (1-5) | Content Type | Cost | |---------|----------------|-------------|------| | Google Search | [score] | SEO/ads | free/paid | | LinkedIn | [score] | posts/ads | free/paid | | Twitter/X | [score] | threads | free | | Reddit | [score] | community | free | | Podcasts | [score] | guest/sponsor | free/paid | | YouTube | [score] | tutorials | free/paid | | Newsletters | [score] | sponsorships | paid | TOP 3 CHANNELS: [channel + why + tactic] CONTENT CONSUMED: Specific podcasts, newsletters, influencers, communities, events
Target 10-15 interviews. Mix: current customers (5-7), churned (2-3), prospects (3-5). 30-45 min calls.
CONTEXT (5 min) 1. Tell me about your role and typical day. 2. Biggest challenges in [relevant area]? 3. How do you currently handle [problem]? PROBLEM (10 min) 4. Walk me through the last time [problem occurred]. 5. Most frustrating part? 6. How often does this come up? 7. What happens if it doesn't get solved? 8. What have you tried before? SOLUTION (10 min) 9. What tools have you used? 10. What do you like about your current solution? 11. What would you change? 12. Ideal solution looks like? BUYING (10 min) 13. How did you find your current tool? 14. Who else was involved in the decision? 15. What would make you switch? 16. What would hold you back? 17. What would you pay for [key benefit]? CLOSE: Anything else? Know anyone similar who'd chat?
COMMON THEMES: [theme, mentioned by X/n, key quotes] SURPRISING FINDINGS: [unexpected insights] VALIDATED ASSUMPTIONS: [confirmed] INVALIDATED ASSUMPTIONS: [disproven -- critical] ICP ADJUSTMENTS: [changes based on findings]
10-15 questions, 5-7 minutes. Use after interviews for quantitative validation.
**Screening** (2-3 Qs): Role, company size, do they [relevant activity]? **Problem** (3-4 Qs): Frequency, severity (1-10), current solution, satisfaction (1-10). **Solution** (3-4 Qs): Feature ranking, switch triggers, willingness to pay. **Demographics** (2-3 Qs): Industry, budget, open to follow-up?
Minimum: 100 responses for quantitative, 30 for directional insights.
Create 2-4 personas:
PERSONA: [Name, e.g., "Marketing Mary"] Role: [title] | Company: [type] | Age: [range] BIO: [2-3 sentences: profession
77 open-source marketing skills for Claude Code, Codex, and other AI coding agents. SEO, content, email, ads, analytics, and growth.
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