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Development skills

Coding standards, frameworks, refactoring, and code review (15.2K skills)

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firecrawl-build-scrape

FreeSummaryAI rating 70

Integrate single-page extraction into an application using Firecrawl scrape. Retrieve Markdown, HTML, links, screenshots, metadata, or structured data from a known URL, and configure how recently cached content may be reused.

  • Preparing known web pages for summarization
  • Enriching records from company or product pages
  • Extracting pricing, changelogs, or documentation
firecrawl/firecrawl193.1KUpdated Oct 19, 2026

firecrawl-build

FreeSummaryAI rating 80

Build web search, page content retrieval, structured data extraction, and browser interactions into applications with Firecrawl. The skill guides endpoint selection, credentials, SDK or REST integration, and verification with a real request.

  • Adding web search to an application
  • Extracting structured data from known URLs
  • Building website clicks and form filling into a workflow
firecrawl/firecrawl193.1KUpdated Oct 19, 2026

firecrawl-build-search

FreeSummaryAI rating 70

Build web discovery into applications and agent workflows with Firecrawl search. Turn a query into candidate URLs, select useful sources, and decide whether to retrieve page content for further extraction or answers with cited sources.

  • Finding web sources for answers with citations
  • Discovering companies, competitors, or topics
  • Creating a shortlist of pages for deeper research
firecrawl/firecrawl193.1KUpdated Oct 19, 2026

template-skill

FreeSummaryAI rating 60

Provides a minimal starting file for defining a skill, with a name field and placeholders for its description and instructions. The supplied template contains no implemented task or workflow.

  • Starting a skill definition from a minimal template
  • Drafting a skill description and usage conditions
  • Preparing a place to write task instructions
anthropics/skills182.3KUpdated Oct 10, 2026

claude-api

FreeSummaryAI rating 70

Guides implementation and maintenance of Claude applications using language-specific references and official SDKs, the libraries used to call the API. Covers tool integration, streaming responses, model migration, cost reviews, prompt audits, and evaluation workflows.

  • Adding Claude API calls to an application
  • Building an agent that uses custom tools
  • Migrating existing Claude integrations to another model
anthropics/skills182.3KUpdated Oct 10, 2026

mcp-builder

FreeSummaryAI rating 80

Build MCP servers, connectors that let AI models use external services through tools. This skill guides API research, tool design, implementation in TypeScript or Python, testing, and evaluation with realistic questions that require multiple tool calls.

  • Connecting an external API to an AI agent
  • Building an MCP server in TypeScript or Python
  • Improving tool descriptions, inputs, and error messages
anthropics/skills182.3KUpdated Oct 10, 2026

Build complex interactive artifacts for claude.ai with React, Tailwind CSS, and shadcn/ui. Start from a configured project, develop interfaces with state management or navigation, and bundle the result into one shareable HTML file.

  • Building interactive interfaces with multiple components
  • Creating artifacts with state management and navigation
  • Developing interfaces with shadcn/ui components
anthropics/skills182.3KUpdated Oct 10, 2026

skill-creator

FreeSummaryAI rating 80

Create reusable agent skills from recurring tasks, or improve existing ones through test prompts and user feedback. Compare outputs with and without a skill, measure performance, and refine descriptions so skills are invoked for the right requests.

  • Turning a recurring workflow into a reusable skill
  • Improving an existing skill using feedback
  • Comparing results with and without a skill
anthropics/skills182.3KUpdated Oct 10, 2026

ponytail-review

FreeSummaryAI rating 100

Review code changes and connected code for bugs, security risks, load problems, missing tests, slowdowns, and unnecessary complexity. Get prioritized findings with concrete failure scenarios, small fixes, and the consequences of leaving each issue unresolved.

  • Review a pull request or the latest commit
  • Check for security and data loss risks
  • Find failures under expected load and gaps in tests
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail

FreeSummaryAI rating 90

Guide coding tasks toward the smallest complete change by reusing existing code, platform features, and installed dependencies. Address affected callers and necessary checks, then explain skipped work, unchecked areas, and risks in a brief reply.

  • Build a minimal version that meets the request
  • Fix a root cause in shared code
  • Refactor while limiting unnecessary additions
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-debt

FreeSummaryAI rating 90

Collect comments marking deferred improvements into a ledger grouped by file. Record what was simplified, its stated limit, and when to revisit it, while flagging entries that lack a trigger for future action.

  • Collect deferred improvements across a repository
  • Find shortcuts with no stated review trigger
  • Gather TODO comments using a custom marker
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-review

FreeSummaryAI rating 100

Review code changes for bugs, security risks, failures under expected usage, missing tests, slow paths, and unnecessary code. Receive prioritized findings with concrete failure cases, small fixes, and the consequences of leaving each issue unresolved.

  • Review a pull request before merging
  • Check uncommitted changes for bugs and risks
  • Find missing tests for risky logic
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-gain

FreeSummaryAI rating 100

Display a text scoreboard of published Ponytail 5 benchmark results, comparing code volume, generated text tokens, cost, time, and check results against an agent without the skill. The figures describe benchmark averages, not savings in the current project.

  • View published code volume and cost comparisons
  • Review benchmark correctness and testing figures
  • Check benchmark conditions alongside the results
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-help

FreeSummaryAI rating 100

Look up ponytail’s three operating levels, related skills, and commands in one reference card. Find how to activate or stop it, set the default mode, and update it in supported environments.

  • Compare the lite, full, and ultra levels
  • Find commands for related skills
  • Check how to set the default mode
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-help

FreeSummaryAI rating 100

Look up ponytail’s three operating modes, related skills, and commands in a single reference card. Find how to invoke skills, stop or resume the mode, configure defaults, and update the plugin.

  • Compare Lite, Full, and Ultra modes
  • Find commands for related skills
  • Check how to stop or resume ponytail
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-debt

FreeSummaryAI rating 100

Collect comments marking deliberate coding shortcuts into a file-by-file debt ledger. The report shows each shortcut’s stated limit and revisit trigger, flags missing triggers, and leaves the code unchanged.

  • Reviewing deferred implementation work
  • Finding shortcuts without revisit triggers
  • Creating a file-by-file technical debt ledger
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-gain

FreeSummaryAI rating 100

View published benchmark results comparing ponytail with the same agent without the skill. A simple bar chart shows code volume, output tokens, cost, time, and quality checks, clearly separated from results for the current project.

  • Check benchmark results for code and cost savings
  • Compare execution time and output tokens
  • Review quality checks alongside savings
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail

FreeSummaryAI rating 100

Guide coding tasks toward the smallest complete change by checking affected code, reusing existing features, and avoiding unnecessary additions. It also calls for relevant checks and concise explanations of what changed, what remains unchecked, and any risks.

  • Build the smallest version that meets a request
  • Fix a shared bug across affected callers
  • Avoid unnecessary dependencies and abstractions
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

ponytail-audit

FreeSummaryAI rating 100

Audit an entire code repository or a selected folder for bugs, security risks, load problems, missing tests, slow paths, and excess code. Get up to 20 prioritized findings explaining concrete problems, minimal fixes, and consequences.

  • Assess the quality of an inherited codebase
  • Find security and load risks across a project
  • Identify code to delete, merge, or split
DietrichGebert/ponytail168.2KUpdated Oct 18, 2026

add-or-fix-type-checking

FreeSummaryAI rating 80

Fix Python type checking failures found locally or in CI, the automated checks run on code changes. It identifies affected files, applies targeted fixes to type declarations and checks, then reruns validation.

  • Fix type checking failures reported by CI
  • Resolve errors involving values that may be None
  • Add a directory to automated type checking
huggingface/transformers167.9KUpdated Oct 19, 2026

Writing Hookify Rules

FreeSummaryAI rating 90

Create Hookify rules that warn Claude or block operations when commands or file edits match specified conditions. The skill explains rule files, text matching patterns, multiple conditions, and how to test and refine the rules.

  • Blocking dangerous shell commands
  • Warning about edits to sensitive files
  • Detecting debug code in file edits
anthropics/claude-code152.7KUpdated Oct 20, 2026

Plugin Settings

FreeSummaryAI rating 80

Make Claude Code plugin behavior configurable per project using local Markdown files. Learn to store structured settings and notes, read them from hooks or commands, and handle defaults, validation, and user-local configuration.

  • Adding per-project settings to a plugin
  • Controlling whether hooks are enabled
  • Saving agent task details and progress state
anthropics/claude-code152.7KUpdated Oct 20, 2026

MCP Integration

FreeSummaryAI rating 90

Connect external services to Claude Code plugins through MCP, a protocol that exposes service functions as tools. Get guidance on server configuration, connection methods, authentication, tool permissions, and testing connections and tool calls.

  • Adding a local MCP server to a plugin
  • Configuring authentication for a hosted service
  • Using multiple services in commands and agents
anthropics/claude-code152.7KUpdated Oct 20, 2026

Plugin Structure

FreeSummaryAI rating 80

Build and organize Claude Code plugins with guidance on directory layout, configuration files, commands, agents, skills, and hooks. Learn how automatic component discovery works and how to reference bundled files across different installation locations.

  • Scaffolding a Claude Code plugin
  • Organizing commands, agents, and skills
  • Configuring paths for different installation locations
anthropics/claude-code152.7KUpdated Oct 20, 2026