Analyze events through the disciplinary lens of physics, applying fundamental physical laws (conservation of energy, momentum, mass; thermodynamics; electromagnetism; relativity), quantitative modeling, dimensional analysis, and systems dynamics to understand causation, evaluate constraints, assess technological feasibility, analyze energy systems, and identify physical limits that govern complex systems.
Create detailed user stories, acceptance criteria, and feature specs
Example: Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example: Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example: Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example: Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Submit your Claude Code skill and start earning
epx add rysweet/amplihack --skill physicist-analystCompatible with
Supported agents
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionphysicist-analystExecute the skills CLI command in your project's root directory to begin installation:
epx add rysweet/amplihack --skill physicist-analystFetches physicist-analyst from rysweet/amplihack and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
.cursor/skills/physicist-analyst
Restart Cursor to activate physicist-analyst. Access via /physicist-analystin your agent's command palette.
Learn more:View source on GitHubSkills CLI docsAbout CursorWhat are agent skills?
Time estimate: 30-60 minutes to see productivity improvements
Prerequisites
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
quant-analyst
404kidwiz/claude-supercode-skills · Productivity · tag: analyst
grill-me
mattpocock/skills · Productivity · same category
travel-planner
ailabs-393/ai-labs-claude-skills · Productivity · same category
clean-code-principles
asyrafhussin/agent-skills · Productivity · same category
wordpress-elementor
jezweb/claude-skills · Productivity · same category
nestjs-best-practices
kadajett/agent-nestjs-skills · Productivity · same category
Keeps context tight: physicist-analyst is the kind of skill you can hand to a new teammate without a long onboarding doc.
physicist-analyst has been reliable in day-to-day use. Documentation quality is above average for community skills.
physicist-analyst is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
Solid pick for teams standardizing on skills: physicist-analyst is focused, and the summary matches what you get after install.
Solid pick for teams standardizing on skills: physicist-analyst is focused, and the summary matches what you get after install.
Registry listing for physicist-analyst matched our evaluation — installs cleanly and behaves as described in the markdown.
We added physicist-analyst from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Useful defaults in physicist-analyst — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Keeps context tight: physicist-analyst is the kind of skill you can hand to a new teammate without a long onboarding doc.
We added physicist-analyst from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
showing 1-10 of 60