Skip to content
SkillCheatSheet Sign in

pandas-pro

An AI agent skill from Jeffallan/claude-skills, scored 66 out of 100 by code.

66/ 100C

Code score by group

  • Spec20/20
  • Description7/20
  • Procedure7/15
  • Done criteria8/15
  • Resources10/10
  • Scripts2/8
  • Safety7/7
  • Upkeep5/5

It loses the most points in Description (13), the group that checks whether the description says what the skill does and when to use it.

What the author says it does

Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggregation, merging, or time series analysis. Invoke for data manipulation tasks such as joining DataFrames on multiple keys, pivoting tables, resampling time series, handling NaN values with interpolation or forward-fill, groupby aggregations, type conversion, or performance optimization of large datasets.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
Jeffallan/claude-skills
Folder
skills/pandas-pro
License
MIT
GitHub stars
12,332
SKILL.md lines
184
Other files
5

Add pandas-pro to your agent

npx skills add Jeffallan/claude-skills --skill pandas-pro

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

More skills from Jeffallan/claude-skills

  1. chaos-engineer

    Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, rollback pr…

    Verified81B
  2. nestjs-expert

    Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applications. Use when building NestJS REST AP…

    79B
  3. python-pro

    Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mod…

    78B
  4. javascript-pro

    Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript appli…

    77B
  5. react-expert

    Use when building React 18+ applications in .jsx or .tsx files, Next.js App Router projects, or create-react-app setups. Creates components, implements custom hooks, debugs render…

    77B
  6. rust-engineer

    Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns, manages lifetimes, designs trait hierarchies, builds…

    77B
  7. vue-expert

    Builds Vue 3 components with Composition API patterns, configures Nuxt 3 SSR/SSG projects, sets up Pinia stores, scaffolds Quasar/Capacitor mobile apps, implements PWA features, a…

    76B
  8. laravel-specialist

    Build and configure Laravel 10+ applications, including creating Eloquent models and relationships, implementing Sanctum authentication, configuring Horizon queues, designing REST…

    75B

All skills in Jeffallan/claude-skills

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.