Analyze datasets
Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.
Try this task
I need my agent to analyze CSV data, produce insights, and explain trends.
Agent should be able to
Resolve
Returns the best skill, alternatives, install handoff, risk summary, and safety gate.
Text plan
Plain text version for Codex, Claude Code, Cursor, and custom agent runtimes.
Browse
Open the filtered registry view for this workflow and compare candidates manually.
Workflow map
Profile a dataset
Generate charts
Explain business metrics
Validate spreadsheet outputs
Best first installs
Create a structured post-earnings equity research update with key metrics, estimate changes, charts, and thesis review.
Install
Human review before install
Risk
Needs review
Agent fit
Claude Code + OpenAI Agents
Updated
Aug 4, 2026
$ npx -y skills add anthropics/financial-services --skill earnings-analysisGuidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Install
Agent install candidate
Risk
Safe to try
Agent fit
Claude Code + OpenAI Agents
Updated
Jul 17, 2026
$ npx skills add anthropics/skills --skill frontend-designUse Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.
Install
Agent install candidate
Risk
Safe to try
Agent fit
Claude Code + OpenAI Agents
Updated
Jul 17, 2026
$ npx skills add anthropics/skills --skill webapp-testingSkill shortlist
Review portfolio-company financial packages, flag variance to plan, and prepare monitored KPI summaries.
Review before production · Require human approval before installing into a real workspace.
Complete and link income statement, balance sheet, and cash flow statement model templates with formulas and checks.
Review before production · Require human approval before installing into a real workspace.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Low metadata risk · Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Football pitch plotting and soccer analytics visuals for match reports and dashboards.
Review before production · Review the audit page, then allow agent install in a sandboxed workflow.
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
Low metadata risk · Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.
Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings.
Review before production · Require human approval before installing into a real workspace.
Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Deploy applications and websites to Vercel, including preview deployments and shareable deployment links.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Translate Figma designs into production-ready UI code with close visual fidelity and component-level detail.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Automate a real browser from the terminal for navigation, form filling, snapshots, screenshots, extraction, and UI-flow debugging.
Low metadata risk · Require human approval before installing into a real workspace.
Measure portfolio returns, risk, drawdowns, benchmarks, rolling metrics, and strategy performance from approved data.
Review before production · Require human approval before installing into a real workspace.
Workflow automation for connecting agents to repeated operational tasks.
Review before production · Require human approval before installing into a real workspace.
Convert PDFs, Office documents, and web files into clean markdown for agents.
Review before production · Review the audit page, then allow agent install in a sandboxed workflow.
FAQ
These answers are written for both human builders and agents consuming the Registry API.
Start by comparing Equity Research Earnings Analysis, Frontend Design, Webapp Testing. OpenAgentSkill ranks them by workflow fit, GitHub adoption, trust score, safety gate, and install readiness.
Yes. Use the linked Registry API prompt to query /api/skills/search with the task: "I need my agent to analyze CSV data, produce insights, and explain trends." and retrieve install handoff links for the top results.
No. Start with the highest-fit skill, test it in a sandbox workflow, and add companion skills only when the task needs extra coverage.
Analyze datasets
Discover skills for inspecting CSVs, summarizing datasets, creating charts, validating metrics, and helping agents reason over structured data.
Try this task
I need my agent to analyze CSV data, produce insights, and explain trends.
Agent should be able to
Resolve
Returns the best skill, alternatives, install handoff, risk summary, and safety gate.
Text plan
Plain text version for Codex, Claude Code, Cursor, and custom agent runtimes.
Browse
Open the filtered registry view for this workflow and compare candidates manually.
Workflow map
Profile a dataset
Generate charts
Explain business metrics
Validate spreadsheet outputs
Best first installs
Create a structured post-earnings equity research update with key metrics, estimate changes, charts, and thesis review.
Install
Human review before install
Risk
Needs review
Agent fit
Claude Code + OpenAI Agents
Updated
Aug 4, 2026
$ npx -y skills add anthropics/financial-services --skill earnings-analysisGuidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Install
Agent install candidate
Risk
Safe to try
Agent fit
Claude Code + OpenAI Agents
Updated
Jul 17, 2026
$ npx skills add anthropics/skills --skill frontend-designUse Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.
Install
Agent install candidate
Risk
Safe to try
Agent fit
Claude Code + OpenAI Agents
Updated
Jul 17, 2026
$ npx skills add anthropics/skills --skill webapp-testingSkill shortlist
Review portfolio-company financial packages, flag variance to plan, and prepare monitored KPI summaries.
Review before production · Require human approval before installing into a real workspace.
Complete and link income statement, balance sheet, and cash flow statement model templates with formulas and checks.
Review before production · Require human approval before installing into a real workspace.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Low metadata risk · Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.
Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Football pitch plotting and soccer analytics visuals for match reports and dashboards.
Review before production · Review the audit page, then allow agent install in a sandboxed workflow.
React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.
Low metadata risk · Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.
Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings.
Review before production · Require human approval before installing into a real workspace.
Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Deploy applications and websites to Vercel, including preview deployments and shareable deployment links.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Translate Figma designs into production-ready UI code with close visual fidelity and component-level detail.
Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.
Automate a real browser from the terminal for navigation, form filling, snapshots, screenshots, extraction, and UI-flow debugging.
Low metadata risk · Require human approval before installing into a real workspace.
Measure portfolio returns, risk, drawdowns, benchmarks, rolling metrics, and strategy performance from approved data.
Review before production · Require human approval before installing into a real workspace.
Workflow automation for connecting agents to repeated operational tasks.
Review before production · Require human approval before installing into a real workspace.
Convert PDFs, Office documents, and web files into clean markdown for agents.
Review before production · Review the audit page, then allow agent install in a sandboxed workflow.
FAQ
These answers are written for both human builders and agents consuming the Registry API.
Start by comparing Equity Research Earnings Analysis, Frontend Design, Webapp Testing. OpenAgentSkill ranks them by workflow fit, GitHub adoption, trust score, safety gate, and install readiness.
Yes. Use the linked Registry API prompt to query /api/skills/search with the task: "I need my agent to analyze CSV data, produce insights, and explain trends." and retrieve install handoff links for the top results.
No. Start with the highest-fit skill, test it in a sandbox workflow, and add companion skills only when the task needs extra coverage.