Customer Interviews
menkesu/awesome-pm-skills
Designs customer interviews and turns the transcripts into decisions.
Run a structured 5-day process to prototype, test, and validate product ideas with real users.
$ npx skills add wondelai/skills --skill design-sprint -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wondelai/skills design-sprint --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wondelai/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/design-sprint .claude/skills/design-sprint && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "design-sprint" agent skill from https://github.com/wondelai/skills/tree/main/design-sprint into .claude/skills/design-sprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "design-sprint", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wondelai/skills/tree/main/design-sprintType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wondelai/skills --skill design-sprint -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wondelai/skills design-sprint --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wondelai/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/design-sprint .agents/skills/design-sprint && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "design-sprint" agent skill from https://github.com/wondelai/skills/tree/main/design-sprint into .agents/skills/design-sprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "design-sprint", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wondelai/skills --skill design-sprint -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wondelai/skills design-sprint --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wondelai/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/design-sprint .cursor/skills/design-sprint && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "design-sprint" agent skill from https://github.com/wondelai/skills/tree/main/design-sprint into .cursor/skills/design-sprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "design-sprint", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wondelai/skills.git --path design-sprint--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wondelai/skills --skill design-sprint -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wondelai/skills design-sprint --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wondelai/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/design-sprint .gemini/skills/design-sprint && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "design-sprint" agent skill from https://github.com/wondelai/skills/tree/main/design-sprint into .gemini/skills/design-sprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "design-sprint", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wondelai/skills design-sprintInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wondelai/skills --skill design-sprint -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wondelai/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/design-sprint .github/skills/design-sprint && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "design-sprint" agent skill from https://github.com/wondelai/skills/tree/main/design-sprint into .github/skills/design-sprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "design-sprint", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wondelai/skills --skill design-sprint -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wondelai/skills design-sprint --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wondelai/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/design-sprint .opencode/skills/design-sprint && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "design-sprint" agent skill from https://github.com/wondelai/skills/tree/main/design-sprint into .opencode/skills/design-sprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "design-sprint", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
design-sprintRun a structured 5-day process to prototype, test, and validate product ideas with real users.
Design Sprint is an agent skill from wondelai/skills. Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate before we build", "rapid prototype", "test with users", or "should we build this". Also trigger when a team is stuck in endless debate over a high-stakes product decision, or wants to de-risk a costly idea before investing in development. Covers mapping, sketching, deciding, prototyping, and testing across Monday-Friday. For ongoing experimentation and MVPs, see…
Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `references/case-studies.md`, `references/facilitation.md` and `references/friday.md`).
It sits in Product & Project Management, covering Prototyping, A/B testing and User stories. The repository describes itself as: Wondel.ai Agent Skills — Business, Marketing, UX & Coding Frameworks from Bestselling Books. 50 skills + 12 guided journeys for Claude Code, Codex, Cursor & other agentskills.io… The licence is MIT.
10 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c172996. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
amazon.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Design Sprint loads about 3.8k tokens when it runs, and up to ~35k if it reads all its reference files. Until then it costs about 159 tokens; SKILL.md has 1,974 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from wondelai/skills at commit c172996, republished under its MIT licence (© wondelai). 1,974 words, ~3,816 tokens.
.claude/skills/design-sprint/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.A five-day process for answering critical business questions through design, prototyping, and testing ideas with customers. Developed at Google Ventures and used by Google, Slack, Airbnb, and hundreds of startups.
Compress months of debate, design, and testing into one week — and test with real users before writing any production code. The sprint replaces endless discussion with a fixed Monday-to-Friday spine, hard time-boxes, and a single Decider, so a high-stakes product question gets a real answer in five days instead of five months.
Goal: 10/10. Score a sprint plan or execution by awarding 1 point for each item present and correct (10 total). Report the score and the missing items needed to reach 10/10.
A plan missing the Decider, real users, or a same-day prototype caps at 6 — those are the failure modes the sprint exists to prevent.
Monday → Tuesday → Wednesday → Thursday → Friday
Map Sketch Decide Prototype TestPrerequisites: a big challenge worth a week's focus; the right team (Decider plus 4-7 people with diverse expertise); five full days (10am-5pm) with no interruptions; a dedicated room with whiteboards. One Sprint Master facilitates, keeps time, and manages energy.
See references/facilitation.md when you are the Sprint Master — it has the full facilitation guide, time-boxing tactics, and energy-management moves for keeping a stuck or low-energy room productive.
Goal: Understand the problem and choose a target for the week.
Choose which customer and moment on the map to focus on — the biggest risk or opportunity (e.g., "the first 10 minutes after signup"). The Decider (person with authority) makes the final call.
Monday output: long-term goal, sprint questions, journey map, expert insights, organized HMW notes, target customer and moment.
See references/monday.md while facilitating Monday — step-by-step exercise scripts, HMW examples, and the target-selection method.
Goal: Generate solutions — each person sketches a detailed solution.
Everyone sketches alone — no group brainstorming. Individual work produces better, more diverse ideas.
Tuesday output: one detailed, anonymous, self-explanatory solution sketch per person.
See references/tuesday.md before the Four-Step Sketch — Crazy 8s and solution-sketch templates plus worked examples to show the team.
Goal: Critique solutions and choose the best one to prototype and test.
If multiple sketches win, choose: Rumble (competing prototypes testing different approaches) or All-in-One (combine the best ideas into one prototype — simpler, and what most sprints do).
Wednesday output: winning solution(s) and a detailed storyboard ready to prototype.
See references/wednesday.md when running the Sticky Decision and storyboard — facilitation steps for the vote and a panel-by-panel storyboard template.
Goal: Build a realistic facade in one day — you need something to test on Friday.
Mindset: Fake it; prototype only what you'll test. Aim for Goldilocks fidelity — sketches are too low for honest reactions, working code wastes time. It should look real without working for real (facades, click-throughs, video).
| Role | Responsibility |
|---|---|
| Makers (2+) | Build the prototype pieces (design, assets) |
| Stitcher (1) | Combines pieces into the final prototype (Keynote, Figma) |
| Writer (1) | All copy: headlines, button labels, descriptions |
| Collector (1-2) | Gathers photos, icons, competitor screenshots |
| Interviewer (1) | Writes and rehearses Friday's interview script |
| Sprint Master | Helps where needed, keeps energy up |
Tools: Figma, Keynote, or PowerPoint linked slides for web/apps; video walkthrough or 3D-printed mockup for physical products; role-play video or scripted interaction for services.
Morning: divide the storyboard into scenes and assign them to makers. Afternoon: stitch together, review against the storyboard, rehearse the full flow, and run a trial with someone outside the sprint team.
Prototype checklist:
Thursday output: realistic prototype, interview script, prepared interview room.
See references/thursday.md while building the prototype — tool-by-tool techniques (Keynote/Figma facades, video, mockups) for hitting Goldilocks fidelity in a day.
Goal: Interview 5 customers; learn what works and what doesn't.
Interview room: quiet space, laptop with the prototype, camera recording screen and customer's face. Observation room: live video feed where the whole team watches and takes notes on a whiteboard. One Interviewer conducts all five interviews.
About 45 minutes per customer (the five acts run ~35 min plus setup and transitions), with 30-minute breaks between to discuss observations and adjust questions. See references/friday.md for the full 9am-5pm schedule.
| Act | Time | What to Do |
|---|---|---|
| 1. Friendly welcome | 5 min | Greet warmly; explain you're testing the prototype, not them; get recording permission; encourage thinking aloud |
| 2. Context questions | 5 min | "Tell me about how you currently handle [problem]" — understand mindset and current behavior |
| 3. Introduce prototype | 5 min | "What's this? What do you think it's for?" Don't explain — let them interpret |
| 4. Tasks and nudges | 15 min | Open-ended exploration, then storyboard tasks. When stuck: "What would you do next?", "What's going through your mind?" Don't help — watch them struggle |
| 5. Debrief | 5 min | "What did you think overall?", "Who is this for?", "What worked? What was confusing?" |
Patterns emerge after 3-5 people and returns diminish after 5 — and five interview-plus-break slots fit one day (see references/friday.md). Recruit target customers via a screener survey and offer an incentive ($100-$200 B2B, $50-$100 B2C).
See references/recruiting.md two weeks before the sprint — it has screener-survey questions, recruiting channels, scheduling logistics, and incentive guidance for locking in five on-target users.
Capture observations in a grid, one column per customer:
| Customer 1 | Customer 2 | Customer 3 | Customer 4 | Customer 5 |
|---|---|---|---|---|
| notes | notes | notes | notes | notes |
Mark each observation ✓ (positive, success), ✗ (negative, failure), or ~ (neutral/mixed). After all five interviews, count marks per row and look for patterns — did all 5 struggle with the same thing?
Organize findings: ✓ what worked (flows everyone understood, messaging that resonated), ✗ what failed (confusing terminology, missing steps, wrong assumptions), ~ mixed (some got it, some didn't). Then decide next steps:
Friday output: interview recordings, pattern notes, a clear list of what works and what doesn't, decision on next steps.
See references/friday.md before interviewing — verbatim Five-Act scripts, note-taking templates, the fuller next-steps decision table, and the common Friday mistakes to avoid.
Run when: the decision is high-stakes, there's no time to build and test normally, the team is stuck in endless debate, multiple solutions compete, it's a new product/feature/major redesign, or you need to de-risk before investing.
Don't run when: the problem and solution are obvious and you just need to execute, the team isn't bought in, or you can't get the Decider for the full week.
See references/case-studies.md for worked sprint walk-throughs (Slack, Blue Bottle Coffee, Savioke and more) when you need a concrete precedent for how a sprint played out in a domain like yours.
| Mistake | Why It Fails | Fix |
|---|---|---|
| Skip prototyping | Nothing to test | Always prototype, even if simple |
| Over-engineer prototype | Waste time on details that don't matter | Facade only, not working code |
| Test with wrong users | Invalid feedback | Screen for target customers |
| Explain prototype to users | Defeats the test; confusion is the data | Run Acts 3-4 as written — they interpret and struggle unaided |
| No decision maker | Can't commit to decision | Get Decider for full week or don't sprint |
| Interruptions | Breaks focus | Protect the week, no meetings/emails |
Audit any sprint plan:
| Question | If No | Action |
|---|---|---|
| Do we have a Decider for full week? | Sprint will fail | Get commitment or postpone |
| Is the problem important enough? | Waste of time | Only sprint on big challenges |
| Can we prototype in 1 day? | Wrong problem for sprint | Choose more concrete problem |
| Can we recruit 5 target users? | Can't test properly | Start recruiting now (2 weeks ahead) |
| Will team commit to no interruptions? | Won't maintain focus | Get buy-in from leadership |
For the complete methodology, exercises, and case studies:
Jake Knapp created the Design Sprint at Google, where he ran sprints on Gmail, Chrome, and Google X, then refined the process across 100+ startup sprints as a design partner at Google Ventures. The sprint is now used at Google, Slack, Airbnb, LEGO, and thousands of companies worldwide. He is also the author of Make Time.
© wondelai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 9 other files (references) in design-sprint of wondelai/skills.
Open the folder on GitHubat commit c172996
Design Sprint next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Design Sprint this skillwondelai/skills | 2.4k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Customer Interviewsmenkesu/awesome-pm-skills | 434 | — | ~4.4k | Automated safety check: Pass | Custom licence | |
| Interview Scriptkillvxk/pm-skills-zh | 167 | — | ~547 | Automated safety check: Pass | MIT | |
| Building ProductGTM-Strategist/gtm-strategist-skills | 264 | — | ~5.8k | Automated safety check: Pass | MIT | |
| Summarize Interviewphuryn/pm-skills | 27k | — | ~508 | Automated safety check: Pass | MIT | |
| User Personasphuryn/pm-skills | 27k | — | ~762 | Automated safety check: Pass | MIT |
menkesu/awesome-pm-skills
Designs customer interviews and turns the transcripts into decisions.
killvxk/pm-skills-zh
创建结构化的用户访谈脚本,包含 JTBD(用户待办任务)探测问题、破冰环节、核心探索及收尾部分。遵循"老妈测试"原则——不引导、不推销,聚焦过去的实际行为。适用于准备用户访谈、创建访谈指南或规划探索性研究时使用。
GTM-Strategist/gtm-strategist-skills
A skill your agent uses when the user needs to define their MVP, create a product roadmap, plan metrics and tracking, refine their value proposition with JTBD, or run usability tests.
phuryn/pm-skills
Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items.
phuryn/pm-skills
Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights.
majiayu000/spellbook
Product discovery and market research expert. An agent skill from majiayu000/spellbook.
wondelai/skills
Navigate the technology adoption lifecycle from early adopters to mainstream market.
wondelai/skills
Apply foundational design principles: affordances, signifiers, constraints, feedback, and conceptual models.
wondelai/skills
Design habit-forming product loops using the Hook Model (Trigger, Action, Variable Reward, Investment).
wondelai/skills
Diagnose and fix retention problems using behavior design (B=MAP).
wondelai/skills
Design products and pricing around validated willingness to pay, from Ramanujam & Tacke's "Monetizing Innovation".
wondelai/skills
Build a scalable outbound B2B sales machine with specialized roles (SDR, AE, CSM).
Categories
Run a structured 5-day process to prototype, test, and validate product ideas with real users. Design Sprint is an agent skill from wondelai/skills. Run a structured 5-day process to prototype, test, and validate product ideas with real users.
Design Sprint fits situations like: the user mentions design sprint; validate before we build; rapid prototype; test with users.
Run `npx skills add wondelai/skills --skill design-sprint -a claude-code`. Or copy the skill folder (design-sprint in wondelai/skills) into .claude/skills/design-sprint in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wondelai/skills --skill design-sprint -a codex`. Or copy the skill folder (design-sprint in wondelai/skills) into .agents/skills/design-sprint in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wondelai/skills --skill design-sprint -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/design-sprint, .gemini/skills/design-sprint, .github/skills/design-sprint and .opencode/skills/design-sprint in your project.
SKILL.md names no scripts, command-line tools or credentials: Design Sprint is instructions for the agent only.
SKILL.md names 1 domain. As links in the text: amazon.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Design Sprint is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.8k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 32k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Design Sprint: Customer Interviews (menkesu/awesome-pm-skills, 434 stars), Interview Script (killvxk/pm-skills-zh, 167 stars), Building Product (GTM-Strategist/gtm-strategist-skills, 264 stars) and Summarize Interview (phuryn/pm-skills, 27k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wondelai (a GitHub organization) maintains it in wondelai/skills, which has 2,371 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on September 10, 2026.
Source: wondelai/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.