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Development skills

Coding standards, frameworks, refactoring, and code review (15.1K skills)

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claude-devfleet

FreeSummaryAI rating 100

Coordinate coding projects through Claude DevFleet by splitting work into dependent tasks and dispatching Claude Code agents in separate Git working directories. Monitor progress, manage automatic task sequencing, and review structured reports of changes, tests, and errors.

  • Splitting a coding project into dependent tasks
  • Running coding agents in separate Git working directories
  • Monitoring concurrent development tasks
affaan-m/ECC284KUpdated Oct 16, 2026

codebase-onboarding

FreeSummaryAI rating 100

Explore an unfamiliar codebase and turn its structure, request flow, and development conventions into a concise onboarding guide. Create or update CLAUDE.md with project-specific instructions, preserving existing guidance and identifying findings that remain uncertain.

  • Understanding an unfamiliar project when joining a team
  • Setting up Claude Code in an existing repository
  • Creating CLAUDE.md from detected project conventions
affaan-m/ECC284KUpdated Oct 16, 2026

codehealth-mcp

FreeSummaryAI rating 100

Review how easy code is to maintain using CodeScene MCP. Compare structural health scores before and after edits, identify design issues, and check commits and pull requests for changes that reduce maintainability.

  • Reviewing an unfamiliar file before editing
  • Checking whether AI edits reduce maintainability
  • Refactoring while comparing health scores
affaan-m/ECC284KUpdated Oct 16, 2026

agent-introspection-debugging

FreeSummaryAI rating 100

Diagnose failed AI agent runs by capturing errors, checking likely causes, and choosing small, reversible recovery actions. The workflow produces a structured report of the failure, recovery steps, and evidence, helping explain repeated retries or stalled progress.

  • Diagnosing repeated tool calls with no progress
  • Investigating quality loss as context grows
  • Checking file paths and environment mismatches
affaan-m/ECC284KUpdated Oct 16, 2026

backend-patterns

FreeSummaryAI rating 90

Build or review server-side APIs in Node.js, Express, and Next.js. Apply patterns for organizing business logic and data access, reducing unnecessary database queries, caching results, validating requests, and handling authentication and errors.

  • Designing APIs and separating business logic from data access
  • Reducing repeated database queries
  • Adding caching and background processing
affaan-m/ECC284KUpdated Oct 16, 2026

content-hash-cache-pattern

FreeSummaryAI rating 90

Design caching for repeated PDF parsing, text extraction, or image analysis using SHA-256 hashes, identifiers calculated from file contents. Reuse results after files move or change names, and process them again when their contents change.

  • Caching repeated PDF text extraction
  • Reusing results after files move or change names
  • Adding caching around existing processing functions
affaan-m/ECC284KUpdated Oct 16, 2026

code-tour

FreeSummaryAI rating 90

Create CodeTour files that guide readers through a codebase step by step, with verified file and line references. Tailor the walkthrough to new contributors, architecture readers, PR reviewers, or investigators tracing a failure or security boundary.

  • Creating onboarding walkthroughs for new maintainers
  • Explaining architecture and feature execution paths
  • Guiding reviewers through PR changes
affaan-m/ECC284KUpdated Oct 16, 2026

bun-runtime

FreeSummaryAI rating 90

Use Bun to run JavaScript and TypeScript, manage project dependencies, build applications, and run tests. Includes guidance for choosing between Bun and Node, migrating existing projects, and configuring deployments on Vercel.

  • Setting up a new JavaScript or TypeScript project
  • Migrating scripts and dependencies from Node to Bun
  • Writing and debugging tests with bun test
affaan-m/ECC284KUpdated Oct 16, 2026

agent-payment-x402

FreeSummaryAI rating 90

Integrate x402, an HTTP payment protocol, so agents can pay for APIs or services. Configure task and session budgets, approved recipients, and wallets with privately managed keys, using integration paths for Base, X Layer, or Solana.

  • Enable an agent to pay for a paid API
  • Set task and session spending limits
  • Restrict payment recipients, networks, and assets
affaan-m/ECC284KUpdated Oct 16, 2026

autonomous-loops

FreeSummaryAI rating 80

Plan autonomous Claude Code workflows, from sequential development steps to parallel agents working from a specification. The material explains how to preserve progress between runs, check quality, coordinate merges, and set limits that stop repeated execution.

  • Designing a sequential development pipeline
  • Preserving progress across repeated agent runs
  • Coordinating parallel work and merges
affaan-m/ECC284KUpdated Oct 16, 2026

compose-multiplatform-patterns

FreeSummaryAI rating 90

Build shared interfaces for Android, iOS, Desktop, and Web with Compose. This skill guides screen state, navigation, reusable components, themes, and rendering performance, including ways to handle interface differences between platforms.

  • Building shared screens across platforms
  • Organizing screen state and user actions
  • Implementing navigation and dialogs
affaan-m/ECC284KUpdated Oct 16, 2026

mpp-agent

FreeSummaryAI rating 90

Access paid APIs using Machine Payments Protocol (MPP), a protocol for request payments. The skill checks payment requirements, selects a compatible wallet or client, submits payment, and helps inspect the API response and receipt.

  • Paying for an API request that returns HTTP 402
  • Choosing a client for a payment method
  • Finding paid services and setting spending controls
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

ast-grep

FreeSummaryAI rating 100

Search and rewrite code by its syntax structure, such as function definitions or calls. Preview changes across files before applying them, and use YAML rules for repeatable checks and automatic fixes.

  • Finding functions or calls with a specific structure
  • Replacing matching code across multiple files
  • Previewing changes before applying them
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

grill-me

FreeSummaryAI rating 100

Test a plan before implementation through structured, challenging questions. Work through decisions in dependency order, receive recommendations with each question, and finish with a clear account of agreed choices, open issues, and scope.

  • Clarifying an idea before implementation
  • Testing authentication or payment plans
  • Examining failure scenarios and rollback options
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

rest-graphql-debug

FreeSummaryAI rating 80

Diagnose REST and GraphQL API failures by checking connectivity, authentication, request formats, and returned data. Prepare reproducible commands, identify likely causes, and build regression tests that check whether a fix keeps working.

  • Investigating API authentication failures
  • Reproducing requests that work in Postman but fail in code
  • Checking pagination and rate limits
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

har-derived-api-client

FreeSummaryAI rating 90

Record a website's network traffic in a HAR file, a log of requests and responses, then derive an HTTP client from its JSON requests. Reuse captured request details to run searches or fetch data without repeated browser interaction.

  • Building a command-line client for a website
  • Repeating searches without browser interaction
  • Examining autocomplete or feed requests
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

subagent-driven-development

FreeSummaryAI rating 80

Carry out an implementation plan by assigning each task to a fresh subagent, a separate agent with its own context. Review specification compliance first, then code quality, repeat fixes as needed, and finish with an integration review.

  • Execute a feature implementation plan task by task
  • Check specification compliance before reviewing code quality
  • Develop with tests written before implementation
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

page-agent

FreeSummaryAI rating 100

Add an AI assistant to an existing web app so users can operate its interface with everyday instructions. Covers embedding the panel, connecting a language model, testing interactions, and protecting API keys in production.

  • Add natural-language controls to a business dashboard
  • Introduce an AI assistant into a legacy web app
  • Build guided product demos using the actual interface
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

pr-lens

FreeSummaryAI rating 100

Turn code changes and system structure into animated SVG diagrams. The skill maps changed components, surrounding context, and ordered data flows, then helps prepare diagrams for sharing in pull requests or through an optional published link.

  • Explain a pull request with an architecture diagram
  • Animate the sequence of a data flow
  • Map changed components and their unchanged neighbors
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

gitnexus-explorer

FreeSummaryAI rating 70

Turn a codebase into an interactive graph of code relationships. Explore functions, call chains, related groups, and execution flows in a browser, with optional Cloudflare tunneling to share the explorer remotely.

  • Explore the architecture of an unfamiliar codebase
  • Trace function calls and execution flows
  • Share an interactive code graph remotely
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

fastmcp

FreeSummaryAI rating 90

Build Python MCP servers that let AI agents use APIs, databases, and file workflows. MCP is a connection standard for agent tools. The skill covers starter templates, local testing, client registration, and deployment as HTTP endpoints.

  • Making an existing API available to AI agents
  • Exposing read-only SQLite queries
  • Providing text-file inspection and search tools
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

unreal-mcp

FreeSummaryAI rating 100

Control the Unreal Engine editor to build scenes, place objects, adjust lighting and materials, and frame camera shots. The skill guides inspection, incremental edits, visual checks, saving, and producing screenshots or renders.

  • Building and dressing a 3D level
  • Adjusting lighting for a specific mood
  • Framing camera shots and producing renders
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

mcporter

FreeSummaryAI rating 90

Helps you discover, authenticate, and call MCP servers from the terminal. MCP connects agents to external tools. You can inspect available tools, manage connections, make one-off calls, and generate command-line wrappers or TypeScript clients.

  • Checking configured MCP servers and their tools
  • Calling an MCP tool for a one-off task
  • Managing server authentication and configuration
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026

setup-wizard-generator

FreeSummaryAI rating 100

Generate an interactive bash script that guides people through manual service setup. It opens relevant pages, explains what to click, collects credentials, and saves values to .env files or GitHub secrets with stage confirmations.

  • Guide manual setup of external services
  • Collect credentials for local settings and CI
  • Prepare a setup procedure for teammates
NousResearch/hermes-agent255.2KUpdated Oct 19, 2026