Product Discovery
majiayu000/spellbook
Product discovery and market research expert. An agent skill from majiayu000/spellbook.
Product management expertise for product strategy, roadmap planning, feature prioritization (RICE, ICE, MoSCoW), customer research, A/B testing, product analytics, and product-market fit.
$ npx skills add travisjneuman/.claude --skill product-management -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install travisjneuman/.claude product-management --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/travisjneuman/.claude.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/product-management .claude/skills/product-management && 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 "product-management" agent skill from https://github.com/travisjneuman/.claude/tree/master/skills/product-management into .claude/skills/product-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-management", 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/travisjneuman/.claude/tree/master/skills/product-managementType 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 travisjneuman/.claude --skill product-management -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install travisjneuman/.claude product-management --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/travisjneuman/.claude.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/product-management .agents/skills/product-management && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "product-management" agent skill from https://github.com/travisjneuman/.claude/tree/master/skills/product-management into .agents/skills/product-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-management", 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 travisjneuman/.claude --skill product-management -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install travisjneuman/.claude product-management --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/travisjneuman/.claude.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/product-management .cursor/skills/product-management && 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 "product-management" agent skill from https://github.com/travisjneuman/.claude/tree/master/skills/product-management into .cursor/skills/product-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-management", 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/travisjneuman/.claude.git --path skills/product-management--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 travisjneuman/.claude --skill product-management -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install travisjneuman/.claude product-management --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/travisjneuman/.claude.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/product-management .gemini/skills/product-management && 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 "product-management" agent skill from https://github.com/travisjneuman/.claude/tree/master/skills/product-management into .gemini/skills/product-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-management", 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 travisjneuman/.claude product-managementInstalls 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 travisjneuman/.claude --skill product-management -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/travisjneuman/.claude.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/product-management .github/skills/product-management && 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 "product-management" agent skill from https://github.com/travisjneuman/.claude/tree/master/skills/product-management into .github/skills/product-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-management", 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 travisjneuman/.claude --skill product-management -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install travisjneuman/.claude product-management --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/travisjneuman/.claude.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/product-management .opencode/skills/product-management && 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 "product-management" agent skill from https://github.com/travisjneuman/.claude/tree/master/skills/product-management into .opencode/skills/product-management/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-management", 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.
product-managementProduct management expertise for product strategy, roadmap planning, feature prioritization (RICE, ICE, MoSCoW), customer research, A/B testing, product analytics, and product-market fit.
Product Management is an agent skill from travisjneuman/.claude. Product management expertise for product strategy, roadmap planning, feature prioritization (RICE, ICE, MoSCoW), customer research, A/B testing, product analytics, and product-market fit. Use when building product roadmaps, prioritizing features, or defining product strategy.
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/analytics-and-experimentation.md`, `references/customer-research-methods.md` and `references/product-strategy-expert.md`).
It sits in Product & Project Management, covering Product strategy, Prioritization frameworks and Product roadmapping. The repository describes itself as: The Ultimate Claude Code Toolkit: 180 skills, 10 agents, 29 commands, 7 hooks, and 81 marketplace repos (11,000+ community skills). Drop-in ~/.claude config with a generated… The licence is MIT.
Read from SKILL.md and the folder at commit 446a461. 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.
No URLs in SKILL.md.
From 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.
Product Management loads about 2.9k tokens when it runs, and up to ~15k if it reads all its reference files. Until then it costs about 74 tokens; SKILL.md has 450 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 travisjneuman/.claude at commit 446a461, republished under its MIT licence (© travisjneuman). 450 words, ~2,882 tokens.
.claude/skills/product-management/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Comprehensive product frameworks for strategy, roadmapping, prioritization, and product-market fit.
VISION COMPONENTS:
TARGET CUSTOMER:
- Who are we building for?
- What segments? What personas?
CUSTOMER NEED:
- What problem are we solving?
- What job to be done?
KEY BENEFIT:
- Primary value proposition
- Why customers will choose us
DIFFERENTIATOR:
- What makes us unique?
- Competitive advantage
AMAZON PRESS RELEASE FORMAT:
- Headline
- Summary (who, what, when, where, why)
- Problem statement
- Solution description
- Customer quote
- How to get startedPMF INDICATORS:
QUANTITATIVE:
- 40%+ would be "very disappointed" without product (Sean Ellis)
- Strong organic growth/referrals
- Low churn, high retention
- Improving unit economics
QUALITATIVE:
- Customers actively advocating
- Word of mouth driving acquisition
- Pull from market (not push)
- Customers expanding usage
PMF SURVEY:
"How would you feel if you could no longer use [product]?"
- Very disappointed → Target 40%+
- Somewhat disappointed
- Not disappointed
PMF STAGES:
1. Problem-Solution Fit: Validated problem worth solving
2. Product-Market Fit: Solution resonates with market
3. Business Model Fit: Sustainable economics
4. Scale: Growth mechanics workJOB STATEMENT:
When [situation], I want to [motivation], so I can [expected outcome].
FORCES OF PROGRESS:
Push: Current pain/frustration
Pull: Attraction to new solution
Anxiety: Concerns about switching
Habit: Comfort with status quoSee Customer Research Methods for detailed JTBD methodology and interview techniques.
| Type | Timeframe | Audience | Detail Level |
|---|---|---|---|
| Vision | 2-5 years | Board, executives | Themes |
| Strategic | 1-2 years | Leadership | Initiatives |
| Release | 3-6 months | Teams, stakeholders | Features |
| Sprint | 2-4 weeks | Dev team | User stories |
PRODUCT OKR STRUCTURE:
OBJECTIVE: [Qualitative goal]
KEY RESULT 1: [Metric] from [X] to [Y]
KEY RESULT 2: [Metric] from [X] to [Y]
KEY RESULT 3: [Metric] from [X] to [Y]
EXAMPLE:
O: Become the preferred solution for enterprise customers
KR1: Increase enterprise NPS from 40 to 60
KR2: Reduce enterprise churn from 8% to 4%
KR3: Increase enterprise ACV from $50K to $75KRICE SCORE = (Reach x Impact x Confidence) / Effort
REACH: How many customers affected per quarter
- Count: Number of users, customers, transactions
IMPACT: Effect on individual customer
- 3 = Massive
- 2 = High
- 1 = Medium
- 0.5 = Low
- 0.25 = Minimal
CONFIDENCE: How sure are we
- 100% = High confidence
- 80% = Medium
- 50% = Low
EFFORT: Person-months of work
- Engineering time
- Design time
- PM time
EXAMPLE:
| Feature | Reach | Impact | Conf | Effort | RICE |
|---------|-------|--------|------|--------|------|
| A | 5000 | 2 | 80% | 3 | 2667 |
| B | 1000 | 3 | 100% | 1 | 3000 |
| C | 10000 | 1 | 50% | 5 | 1000 |ICE SCORE = Impact x Confidence x Ease
IMPACT (1-10):
How much will this move our key metric?
CONFIDENCE (1-10):
How sure are we about impact estimate?
EASE (1-10):
How easy to implement?
Note: Simpler than RICE, good for quick decisions| Category | Definition | Guidance |
|---|---|---|
| Must Have | Non-negotiable for release | Core functionality |
| Should Have | Important but not critical | High value, can defer |
| Could Have | Nice to have | If time permits |
| Won't Have | Out of scope (this release) | Future consideration |
CATEGORIES:
BASIC (Must-be):
- Expected features
- Absence causes dissatisfaction
- Example: Login functionality
PERFORMANCE (Linear):
- More is better
- Satisfaction proportional to fulfillment
- Example: Speed, capacity
DELIGHTERS (Excitement):
- Unexpected features
- Absence doesn't cause dissatisfaction
- Presence greatly increases satisfaction
- Example: Innovative features| Method | When to Use | Sample Size | Time |
|---|---|---|---|
| User Interviews | Deep understanding | 5-15 | 2-4 weeks |
| Surveys | Quantify findings | 100-1000+ | 1-2 weeks |
| Usability Tests | Validate designs | 5-8 | 1-2 weeks |
| A/B Tests | Compare options | 1000+ | 2-4 weeks |
| Analytics | Understand behavior | N/A | Ongoing |
| Card Sorting | Information architecture | 15-30 | 1 week |
| Diary Studies | Long-term behavior | 10-20 | 2-4 weeks |
See Customer Research Methods for detailed interview frameworks, persona templates, and usability testing protocols.
PIRATE METRICS (AARRR):
ACQUISITION:
- How do users find us?
- Metrics: Traffic, signups, installs
ACTIVATION:
- First positive experience
- Metrics: Onboarding completion, first value
RETENTION:
- Do they come back?
- Metrics: DAU/MAU, cohort retention
REVENUE:
- Do they pay?
- Metrics: Conversion, ARPU, LTV
REFERRAL:
- Do they tell others?
- Metrics: NPS, referral rate, viral coefficient| Metric | Formula | Target |
|---|---|---|
| DAU/MAU | Daily users / Monthly users | 20-50%+ |
| Activation Rate | Completed setup / Signups | 40-60%+ |
| Feature Adoption | Users using feature / Total users | Varies |
| Time to Value | Days to first value | Minimize |
| Power Users | Heavy users / Total users | 15-25% |
See Analytics and Experimentation for detailed cohort analysis, retention benchmarks, and event tracking strategies.
EXPERIMENT DESIGN:
HYPOTHESIS:
If we [change], then [metric] will [improve/decrease] because [rationale].
METRICS:
- Primary: The metric you're trying to move
- Secondary: Other metrics to monitor
- Guardrails: Metrics that shouldn't degrade
SAMPLE SIZE:
Use calculator based on:
- Baseline conversion rate
- Minimum detectable effect (MDE)
- Statistical significance (usually 95%)
- Power (usually 80%)
DURATION:
- At least 1 business cycle
- Adequate sample size
- Account for novelty effectsSee Analytics and Experimentation for detailed statistical concepts, common pitfalls, and segmentation analysis.
PRE-LAUNCH:
- [ ] Feature complete and tested
- [ ] Documentation ready
- [ ] Support team trained
- [ ] Marketing materials prepared
- [ ] Sales team enabled
- [ ] Beta feedback incorporated
- [ ] Success metrics defined
LAUNCH:
- [ ] Staged rollout plan
- [ ] Monitoring dashboards live
- [ ] War room established
- [ ] Communication sent
- [ ] Feature flags enabled
POST-LAUNCH:
- [ ] Monitor metrics and feedback
- [ ] Address critical issues
- [ ] Gather early learnings
- [ ] Celebrate wins
- [ ] Retrospective scheduled| Element | Description |
|---|---|
| Target Segment | Who is this for? |
| Value Proposition | Why will they care? |
| Pricing | How will we charge? |
| Distribution | How will they get it? |
| Messaging | What will we say? |
| Enablement | How will teams sell/support? |
| Measurement | How will we track success? |
| Technique | Purpose | When to Use |
|---|---|---|
| Opportunity Mapping | Identify problems | Early discovery |
| Story Mapping | Visualize journeys | Planning releases |
| Design Sprints | Rapid prototyping | Big bets |
| Fake Door Tests | Validate demand | Before building |
| Wizard of Oz | Test concepts | Complex features |
| Concierge MVP | Manual service first | New markets |
OPPORTUNITY CANVAS:
PROBLEM:
What problem are we solving?
Who has this problem?
How do they solve it today?
EVIDENCE:
What data supports this?
Customer quotes/feedback?
Market research?
SOLUTION:
What are we proposing?
Why will it work?
What's the MVP?
ASSUMPTIONS:
What must be true?
What risks exist?
How will we validate?
OUTCOME:
Success metrics?
Business impact?
Customer impact?1. EXECUTIVE SUMMARY (3-4 sentences)
- What: One-line description
- Why: Core problem being solved
- Who: Target users
- Success: How we'll measure it
2. BACKGROUND & CONTEXT
- Current situation and pain points
- Supporting data
- Strategic alignment
3. GOALS & SUCCESS METRICS
- Primary goal and success metric
- Secondary goals and metrics
- Guardrail metrics
4. USER STORIES
Format: "As a [persona], I want to [action], so that [benefit]"
- Acceptance criteria
- Priority (Must/Should/Could Have)
5. SOLUTION OVERVIEW
- High-level description
- Key user flows
- Out of scope
6. DESIGN & TECHNICAL CONSIDERATIONS
- Mockups/wireframes
- Dependencies
- Scalability
7. LAUNCH PLAN
- Rollout strategy
- Success criteria
- Risk mitigation
8. OPEN QUESTIONS
- Unresolved decisions
- Areas needing researchFor comprehensive product management frameworks and methodologies:
© travisjneuman, 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 3 other files (references) in skills/product-management of travisjneuman/.claude.
Open the folder on GitHubat commit 446a461
Product Management 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 |
|---|---|---|---|---|---|---|
| Product Management this skilltravisjneuman/.claude | 100 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Product Discoverymajiayu000/spellbook | 287 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Crest Roadmapjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.5k | Automated safety check: Notes | MIT | |
| Product Strategistalirezarezvani/claude-skills | 28k | 2 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Strategic Roadmap Planningdeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~4.7k | Automated safety check: Pass | Custom licence | |
| Product Competitive AnalysisFokkyp/claude-skills | 226 | — | ~1.2k | Automated safety check: Pass | None |
majiayu000/spellbook
Product discovery and market research expert. An agent skill from majiayu000/spellbook.
jeremylongshore/tons-of-skills-marketplace
Build a product roadmap with sequenced bets and explicit tradeoffs.
alirezarezvani/claude-skills
OKR cascade toolkit for product leaders: generates aligned company-to-team OKRs from five strategy types and scores how well they line up.
deanpeters/Product-Manager-Skills
Sequences prioritization, epic definition, and stakeholder alignment into a release plan that ladders up to business outcomes.
Fokkyp/claude-skills
Produces product-manager competitive analysis reports in Chinese, with a confirm-first scoping gate, three-phase evidence collection and single or multi-product modes.
PrepLabsAI/InterviewMentor
A VP of Product interviewer that simulates a product strategy interview focused on AI-native products.
travisjneuman/.claude
Test-writing patterns for JS/TS, Python, Go, and Rust (unit, integration, E2E, visual regression).
travisjneuman/.claude
Write codebase documentation: READMEs, architecture docs, getting-started guides, API docs, and code comments.
travisjneuman/.claude
Business strategy expertise for strategic planning, competitive analysis, market entry, M&A strategy, portfolio management, and strategic decision-making.
travisjneuman/.claude
Data science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business intelligence, predictive modeling, and analytics strategy.
travisjneuman/.claude
Financial analysis expertise for financial modeling (DCF, LBO, M&A), valuation, financial statement analysis, capital allocation, treasury management, and corporate finance decisions.
travisjneuman/.claude
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Categories
Product management expertise for product strategy, roadmap planning, feature prioritization (RICE, ICE, MoSCoW), customer research, A/B testing, product analytics, and product-market fit. claude. Product management expertise for product strategy, roadmap planning, feature prioritization (RICE, ICE, MoSCoW), customer research, A/B testing, product analytics, and product-market fit.
Product Management fits situations like: building product roadmaps; prioritizing features; defining product strategy.
Run `npx skills add travisjneuman/.claude --skill product-management -a claude-code`. Or copy the skill folder (skills/product-management in travisjneuman/.claude) into .claude/skills/product-management in your project. Claude Code loads it when a task matches its description.
Run `npx skills add travisjneuman/.claude --skill product-management -a codex`. Or copy the skill folder (skills/product-management in travisjneuman/.claude) into .agents/skills/product-management 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 travisjneuman/.claude --skill product-management -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/product-management, .gemini/skills/product-management, .github/skills/product-management and .opencode/skills/product-management in your project.
SKILL.md names no scripts, command-line tools or credentials: Product Management is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Product Management is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 12k 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 12k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Product Management: Product Discovery (majiayu000/spellbook, 287 stars), Crest Roadmap (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Product Strategist (alirezarezvani/claude-skills, 28k stars) and Strategic Roadmap Planning (deanpeters/Product-Manager-Skills, 7.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
travisjneuman (a GitHub user) maintains it in travisjneuman/.claude, which has 100 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 9, 2026.
Source: travisjneuman/.claude on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.