ad-spend-optimizer
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad…
Test big ideas in just 5 days. Apply Google Ventures' proven methodology to go from problem to validated prototype without months of development. Use when: **New product concepts** that need validation before building; **Big feature decisions** with significant investment
$ npx -y skills add guia-matthieu/clawfu-skills --skill design-sprint --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/design-sprintContext preview
The summary Claude sees to decide when to auto-load this skill.
Test big ideas in just 5 days. Apply Google Ventures' proven methodology to go from problem to validated prototype without months of development. Use when: **New product concepts** that need validation before building; **Big feature decisions** with significant investment
name: design-sprint description: "Test big ideas in just 5 days. Apply Google Ventures' proven methodology to go from problem to validated prototype without months of development. Use when: **New product concepts** that need validation before building; **Big feature decisions** with significant investment required; **Stuck teams** needing to break through analysis paralysis; **Startup pivots** when direction is uncertain; **High-risk bets** where failure is expensive" license: MIT metadata: author: ClawFu version: 1.0.0 mcp-server: "@clawfu/mcp-skills"
> Test big ideas in just 5 days. Apply Google Ventures' proven methodology to go from problem to validated prototype without months of development.
| Aspect | Details | |--------|---------| | **Source** | Jake Knapp - Sprint (2016), developed at Google Ventures | | **Core Principle** | "5 days to go from problem to tested solution. Prototype and test with real users instead of debating and building." | | **Validation** | Used in 150+ startups by GV, adopted by teams at Google, Slack, Uber, IDEO | | **Why This Matters** | Months of work compressed into a week. Learn in 5 days what would take months to discover after launch. |
| Claude Does | You Decide | |-------------|------------| | Structures video workflow | Final creative vision | | Suggests shot compositions | Equipment selection | | Creates storyboard templates | Brand aesthetics | | Generates script frameworks | Final approval | | Identifies technical requirements | Budget allocation |
1. **Structures a 5-day process** - Monday to Friday, full schedule 2. **Facilitates divergent thinking** - Generate many ideas 3. **Enables rapid prototyping** - Realistic but fake 4. **Validates with real users** - Test on Friday 5. **Aligns teams quickly** - Shared understanding and decision 6. **Reduces risk** - Learn before you build
I want to run a design sprint to solve [challenge]. Help me plan the 5-day schedule and prepare materials. Team: [who's involved]
We're on [Day] of our design sprint. Guide me through today's activities for [challenge].
I need to run a design sprint remotely [or: in 3 days instead of 5]. Help me adapt the methodology.
## The 5-Day Sprint ### Why 5 Days? **Day 1 (Monday): Map** Understand the problem and pick a target **Day 2 (Tuesday): Sketch** Generate solutions individually **Day 3 (Wednesday): Decide** Choose the best solution **Day 4 (Thursday): Prototype** Build a realistic facade **Day 5 (Friday): Test** Get real user feedback ### The Philosophy **Before sprints:** - Debate ideas for weeks - Build something over months - Launch and hope - Discover problems late **With sprints:** - 1 day to understand - 2 days to generate and decide - 1 day to prototype - 1 day to validate - Learn before building ### What You Need **Team (7 or fewer):** - Decider (authority to make calls) - Facilitator (runs the sprint) - Product person - Designer - Engineer - Domain expert - Customer-facing person **Space:** - Dedicated room for 5 days - Whiteboards or wall space - Post-its, markers, dot stickers **Prep:** - 5 user interviews scheduled for Friday - Sprint challenge defined - Long-term goal agreed
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## Monday: Map ### Goal Understand the problem. Pick where to focus. ### Schedule **10:00 - Long-term goal** "Where do we want to be in 6 months / 2 years?" Write on whiteboard. Get Decider agreement. **10:30 - Sprint questions** "What could go wrong? What do we need to learn?" Turn fears into questions. "Will users understand our value prop?" "Can we convert free users to paid?" **11:00 - Make a map** Customer journey map:
[Actor] → [Action 1] → [Action 2] → [Goal] ↓ ↓ [Touchpoint] [Touchpoint]
Simple is better. Show how customers interact. **1:00 - Ask the experts** Interview team members and stakeholders. 20 minutes each. "How Might We" notes. **How Might We (HMW):** Turn problems into opportunities. Problem: "Users don't understand pricing" HMW: "How might we make pricing instantly clear?" **3:30 - Organize HMWs** Affinity map the HMW notes. Dot vote on most important. **4:30 - Pick a target** Choose ONE part of the map to focus on. Decider makes the call. ### Monday Output - Long-term goal on wall - Sprint questions on wall - Map on wall - Target circled on map
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## Tuesday: Sketch ### Goal Generate solutions. Everyone contributes. ### Schedule **10:00 - Lightning demos** Show inspiring solutions from other products/industries. 3 minutes each. Capture "Big Ideas" on post-its. **11:30 - Divide or swarm** If multiple targets, assign team members to each. If one target, everyone tackles it. **1:00 - Four-step sketch (individual work)** **Step 1: Notes (20 min)** Walk around room. Take notes on what's there. Review goals, map, HMWs, demos. **Step 2: Ideas (20 min)** Write rough ideas. No polish. Quantity over quality. **Step 3: Crazy 8s (8 min)** Fold paper into 8 sections. 1 minute per section: sketch a variation. Forces rapid iteration. **Step 4: Solution sketch (30-90 min)** Create a 3-panel storyboard. Self-explanatory (words + pictures). Anonymous (no names). **Key rules:** - Work alone (no groupthink) - No collaboration yet - Keep sketches anon
175 expert marketing methodologies for AI agents. Free. Open source. MIT licensed. Dunford on positioning. Schwartz on copywriting. Cialdini on persuasion. Ogilvy on advertising. Hormozi on offers. Voss on negotiation.
Repo: guia-matthieu/clawfu-skills
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