Categories › Software Development
See all Software Development tools →3,343 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Audit, investigate, design, or change REA investigation tools, CLI/MCP contracts, provider capabilities, and Evidence semantics.
npx skills add morluto/rea --skill rea-tool-designReview the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standa
npx skills add mattpocock/skills --skill code-reviewShared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a se
npx skills add mattpocock/skills --skill codebase-design| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| rea-tool-design Audit, investigate, design, or change REA investigation tools, CLI/MCP contracts, provider capabilities, and Evidence semantics. SkillInstall · skills CLI | 456,653 | — | ||
| code-review Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented cod SkillInstall · skills CLI | 323,485 | — | ||
| codebase-design Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide SkillInstall · skills CLI | 323,485 | — | ||
| domain-modeling Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLOSSARY.md, or recording or editing an ADR SkillInstall · skills CLI | 323,485 | — | ||
| implement Implement a piece of work based on a spec or set of tickets. SkillInstall · skills CLI | 323,485 | — | ||
| implement-spec Implement the result of /to-spec and /to-tickets in code. SkillInstall · skills CLI | 323,485 | — | ||
| improve-codebase-architecture Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick. SkillInstall · skills CLI | 323,485 | — | ||
| prototype Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explor SkillInstall · skills CLI | 323,485 | — | ||
| setup-ts-deep-modules Wire dependency-cruiser into a TypeScript repo so each package is a deep module, with implementation hidden in subfolders and reachable only through i SkillInstall · skills CLI | 323,485 | — | ||
| tdd Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests. SkillInstall · skills CLI | 323,485 | — | ||
| ponytail Lazy senior dev mode for any coding task: the smallest change that fully solves it, and a reply a busy human understands in one read. SkillInstall · skills CLI | 190,107 | — | ||
| ponytail Lazy senior dev mode: the smallest change that fully solves the task, and a reply a busy human understands in one read. Use on any coding task (writin SkillInstall · skills CLI | 190,107 | — | ||
| backend-code-review Use only when the user explicitly requests a review or audit of backend code under `api/`. Supports pending-change, file-focused, and pasted-diff revi SkillInstall · skills CLI | 161,089 | — | ||
| frontend-code-review Review frontend code under `web/` or `packages/dify-ui/` when the user explicitly requests a review or audit. Supports PRs, branches, pending changes, SkillInstall · skills CLI | 161,089 | — | ||
| how-to-write-component Use when implementing or refactoring React/TypeScript components and the task requires decisions about component ownership, feature boundaries, state, SkillInstall · skills CLI | 161,089 | — | ||
| api-and-interface-design Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoin SkillInstall · skills CLI | 117,009 | — | ||
| code-simplification Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or SkillInstall · skills CLI | 117,009 | — | ||
| deprecation-and-migration Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use SkillInstall · skills CLI | 117,009 | — | ||
| build Fully automate a coding task with make-plan, do, and babysit. SkillInstall · skills CLI | 116,728 | — | ||
| build-and-release Fully automate building and releasing a coding task. SkillInstall · skills CLI | 116,728 | — | ||
| do Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan. SkillInstall · skills CLI | 116,728 | — | ||
| learn-codebase Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the code SkillInstall · skills CLI | 116,728 | — | ||
| make-plan Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — esp SkillInstall · skills CLI | 116,728 | — | ||
| pathfinder Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "f SkillInstall · skills CLI | 116,728 | — | ||
| smart-explore Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, fi SkillInstall · skills CLI | 116,728 | — | ||
| diff-review Render the patch-edit run's accumulated changes as a reviewable diff, surface it through a GenUI choice surface, and persist the user's accept / rejec SkillInstall · skills CLI | 107,474 | — | ||
| fs-notebook-tabs A computer-science capstone: an on-device ML keyboard that predicts next words privately — problem, method, evaluation, and defense answers. Built as SkillInstall · skills CLI | 107,474 | — | ||
| handoff Push the run's accepted artifact to a downstream collaboration surface (cli, other code agents, cloud, desktop) and stamp the artifact manifest with t SkillInstall · skills CLI | 107,474 | — | ||
| hps-true-blueprint OpenDesign's engineering blueprint: how the sandbox, sidecar, and daemon fit — the system diagram and the invariants. Built as a decision-grade produc SkillInstall · skills CLI | 107,474 | — | ||
| patch-edit Apply one rewrite-plan step at a time as small reviewable file edits, never rewriting whole files when a localised change suffices. SkillInstall · skills CLI | 107,474 | — | ||
| rewrite-plan Author a long-running multi-file rewrite plan that subsequent patch-edit + diff-review + build-test stages will execute, with explicit ownership bound SkillInstall · skills CLI | 107,474 | — | ||
| todo-write TodoWrite-driven plan that the agent commits to before generation. SkillInstall · skills CLI | 107,474 | — | ||
| archify Create validated architecture, workflow, sequence, data-flow, lifecycle/state, ERD, class, tree, timeline, and waterfall diagrams as explorable standa SkillInstall · skills CLI | 96,129 | — | ||
| archify-tuning Improve Archify diagram accuracy, visual quality and complete authoring speed with fewer repairs. Use for generation experiments or evaluating changes SkillInstall · skills CLI | 96,129 | — | ||
| simplify-codebase Simplification audit or authorized codebase simplification whose stated objective is to remove accidental complexity. Use for evidence-backed deletion SkillInstall · skills CLI | 96,129 | — | ||
| understand Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships SkillInstall · skills CLI | 92,502 | — | ||
| understand-chat Use when you need to ask questions about a codebase or understand code using a knowledge graph SkillInstall · skills CLI | 92,502 | — | ||
| understand-diff Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks SkillInstall · skills CLI | 92,502 | — | ||
| understand-domain Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from a SkillInstall · skills CLI | 92,502 | — | ||
| understand-explain Use when you need a deep-dive explanation of a specific file, function, or module in the codebase SkillInstall · skills CLI | 92,502 | — | ||
| abstract-automation Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| ast-grep Searches and rewrites code by AST shape across 25 languages. Use when the target is a syntax pattern (every call/class/import shaped like X, a codemod SkillInstall · skills CLI | 70,891 | — | ||
| lsp Use when Codex needs language-server diagnostics, definitions, references, symbols, or rename safety checks in the current workspace. SkillInstall · skills CLI | 70,891 | — | ||
| lsp-setup Configures a language server so editor/agent tooling (diagnostics, go-to-definition, references, rename) works. Use when a project needs an LSP instal SkillInstall · skills CLI | 70,891 | — | ||
| programming Applies strict, modern language practice (typed errors, exhaustive match, tests that can fail) for Python, Rust, TypeScript, JavaScript, and Go. Use f SkillInstall · skills CLI | 70,891 | — | ||
| refactor Guides a refactor, cleanup, or restructure with the right decomposition. Use when the user asks to refactor, simplify, extract, or modernize code. SkillInstall · skills CLI | 70,891 | — | ||
| remove-ai-slops Removes AI-generated code smells from branch changes or an explicit file list behind regression tests, including junk tests (prose pins, source greps, SkillInstall · skills CLI | 70,891 | — | ||
| remove-deadcode Remove unused code from this project with ultrawork mode, LSP-verified safety, atomic commits. Triggers: remove dead code, dead code, cleanup, remove SkillInstall · skills CLI | 70,891 | — | ||
| tech-debt-audit Thorough, file-cited technical debt audit across 9 dimensions using AST-grep (tree-sitter), grep, LSP, and language-native tooling. Produces TECH_DEBT SkillInstall · skills CLI | 70,891 | — | ||
| matlab Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files SkillInstall · skills CLI | 57,038 | — | ||
| matplotlib Creates and customizes scientific plots with Matplotlib. Used for fine-grained control over plot elements, novel plot types, and scientific workflows. SkillInstall · skills CLI | 57,038 | — | ||
| networkx Creates, analyzes, and visualizes complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing SkillInstall · skills CLI | 57,038 | — | ||
| nextflow Builds, runs, and debugs Nextflow DSL2 pipelines and nf-core workflows. Use for Nextflow, nf-core, .nf files, nextflow.config, processes/channels/oper SkillInstall · skills CLI | 57,038 | — | ||
| write-swift How to write modern Swift well — modeling with value types, Swift 6 data-race safety and approachable concurrency (@concurrent, main-actor-by-default, SkillInstall · skills CLI | 56,547 | — | ||
| code-mate-antigravity Run Antigravity CLI non-interactively for coding tasks. Use when the user asks to delegate work to Antigravity. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-claude-code Run Claude Code non-interactively for coding tasks. Use when the user asks to delegate work to Claude Code. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-codex Run Codex CLI non-interactively for coding tasks. Use when the user asks to delegate work to Codex. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-deepseek-harness Run DeepSeek Harness non-interactively for coding tasks. Use when the user asks to delegate work to it. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-gemini Run Gemini CLI non-interactively for coding tasks. Use when the user asks to delegate work to Gemini. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-github-copilot Run GitHub Copilot CLI non-interactively for coding tasks. Use when the user asks to delegate work to Copilot. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-hermes Run Hermes Agent non-interactively for local coding tasks. Use when the user asks to delegate work to Hermes. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-kimi-code Run Kimi Code non-interactively for coding tasks. Use when the user asks to delegate work to Kimi Code. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-minimax-code Run MiniMax Code non-interactively for coding tasks. Use when the user asks to delegate work to MiniMax Code. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-openclaw Run the local OpenClaw agent non-interactively. Use when the user asks to delegate a bounded task to OpenClaw. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-opencode Run OpenCode non-interactively for coding tasks. Use when the user asks to delegate work to OpenCode. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-qoder Run the Qoder CLI non-interactively with structured output. Use when the user asks to delegate a coding task to Qoder. SkillInstall · skills CLI | 53,485 | — | ||
| code-mate-qwen-code Run Qwen Code non-interactively for coding tasks. Use when the user asks to delegate work to Qwen Code. SkillInstall · skills CLI | 53,485 | — | ||
| find-simplifications Use when asked to find or plan Cherry Studio cleanup, simplification, refactoring, dead-code removal, duplicated state removal, unnecessary APIs, spec SkillInstall · skills CLI | 53,485 | — | ||
| api-design-principles Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time. SkillInstall · skills CLI | 49,642 | — | ||
| api-endpoint-builder Builds reviewable REST API endpoint scaffolds with validation, error handling, authentication, and documentation. Follows best practices for security SkillInstall · skills CLI | 49,642 | — | ||
| api-patterns API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. SkillInstall · skills CLI | 49,642 | — | ||
| api-rate-limit-handler Implement bounded, idempotency-aware API throttling, backoff, and retry handling for 429 and transient 5xx responses. SkillInstall · skills CLI | 49,642 | — | ||
| api-security-best-practices Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulne SkillInstall · skills CLI | 49,642 | — | ||
| async-python-patterns Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building SkillInstall · skills CLI | 49,642 | — | ||
| django-pro Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deploymen SkillInstall · skills CLI | 49,642 | — | ||
| fastapi-pro Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. SkillInstall · skills CLI | 49,642 | — | ||
| fastapi-templates Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI ap SkillInstall · skills CLI | 49,642 | — | ||
| pydantic-models-py Create Pydantic models following the multi-model pattern for clean API contracts. SkillInstall · skills CLI | 49,642 | — | ||
| python-patterns Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying. SkillInstall · skills CLI | 49,642 | — | ||
| python-pro Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python eco SkillInstall · skills CLI | 49,642 | — | ||
| claude-security Claude Security: scan the codebase (the whole repository or a scoped part of it), scan changes (this branch's or a pull request's diff, or one commit) SkillOfficial · AnthropicInstall · skills CLI | 47,113 | — | ||
| api-design-principles Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs SkillInstall · skills CLI | 42,470 | — | ||
| architecture-patterns Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when des SkillInstall · skills CLI | 42,470 | — | ||
| bash-defensive-patterns Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities SkillInstall · skills CLI | 42,470 | — | ||
| code-review-excellence Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. SkillInstall · skills CLI | 42,470 | — | ||
| dependency-upgrade Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions SkillInstall · skills CLI | 42,470 | — | ||
| dotnet-backend-patterns Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injecti SkillInstall · skills CLI | 42,470 | — | ||
| error-handling-patterns Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient app SkillInstall · skills CLI | 42,470 | — | ||
| go-concurrency-patterns Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools SkillInstall · skills CLI | 42,470 | — | ||
| memory-safety-patterns Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems SkillInstall · skills CLI | 42,470 | — | ||
| microservices-patterns Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems SkillInstall · skills CLI | 42,470 | — | ||
| modern-javascript-patterns Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional SkillInstall · skills CLI | 42,470 | — | ||
| nodejs-backend-patterns Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integ SkillInstall · skills CLI | 42,470 | — | ||
| rust-async-patterns Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementi SkillInstall · skills CLI | 42,470 | — | ||
| saga-orchestration Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across m SkillInstall · skills CLI | 42,470 | — | ||
| shellcheck-configuration Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or SkillInstall · skills CLI | 42,470 | — | ||
| typescript-advanced-types Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-s SkillInstall · skills CLI | 42,470 | — | ||
| workflow-orchestration-patterns Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determini SkillInstall · skills CLI | 42,470 | — | ||
| add-educational-comments Add educational comments to the file specified, or prompt asking for file to comment if one is not provided. SkillInstall · skills CLI | 41,117 | — | ||
| api-breaking-change-detector Cross-references C# Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or hand-written/auto SkillInstall · skills CLI | 41,117 | — | ||
| aspnet-minimal-api-openapi Create ASP.NET Minimal API endpoints with proper OpenAPI documentation SkillInstall · skills CLI | 41,117 | — | ||
| autoresearch Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, SkillInstall · skills CLI | 41,117 | — | ||
| breakdown-feature-implementation Prompt for creating detailed feature implementation plans, following Epoch monorepo structure. SkillInstall · skills CLI | 41,117 | — | ||
| cli-mastery Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts SkillInstall · skills CLI | 41,117 | — | ||
| code-exemplars-blueprint-generator Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports SkillInstall · skills CLI | 41,117 | — | ||
| code-tour Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "cr SkillInstall · skills CLI | 41,117 | — | ||
| codebase-memory-mcp Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, asses SkillInstall · skills CLI | 41,117 | — | ||
| comment-code-generate-a-tutorial Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a SkillInstall · skills CLI | 41,117 | — | ||
| copilot-cli-quickstart Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non- SkillInstall · skills CLI | 41,117 | — | ||
| copilot-instructions-blueprint-generator Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent SkillInstall · skills CLI | 41,117 | — | ||
| create-quarkus-project Create a new Quarkus project (Maven or Gradle) with the Quarkus CLI, code.quarkus.io API or Maven plugin, choose extensions, and run it in dev mode. U SkillInstall · skills CLI | 41,117 | — | ||
| csharp-async Get best practices for C# async programming SkillInstall · skills CLI | 41,117 | — | ||
| dotnet-best-practices Ensure .NET/C# code meets best practices for the solution/project. SkillInstall · skills CLI | 41,117 | — | ||
| dotnet-design-pattern-review Review the C#/.NET code for design pattern implementation and suggest improvements. SkillInstall · skills CLI | 41,117 | — | ||
| dotnet-timezone .NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving tim SkillInstall · skills CLI | 41,117 | — | ||
| dotnet-upgrade Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution SkillInstall · skills CLI | 41,117 | — | ||
| editorconfig Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences. SkillInstall · skills CLI | 41,117 | — | ||
| ef-core Get best practices for Entity Framework Core SkillInstall · skills CLI | 41,117 | — | ||
| generate-custom-instructions-from-codebase Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or relea SkillInstall · skills CLI | 41,117 | — | ||
| github-copilot-starter Set up complete GitHub Copilot configuration for a new project based on technology stack SkillInstall · skills CLI | 41,117 | — | ||
| harness-engineering Adopt repository-level harness engineering for coding agents. Use when a user wants to prevent repeated AI coding-agent mistakes by turning failures i SkillInstall · skills CLI | 41,117 | — | ||
| java-add-graalvm-native-image-support GraalVM Native Image skill for Spring Boot, Micronaut and plain Java: detects the build tool and framework, adds native image support, builds the exec SkillInstall · skills CLI | 41,117 | — | ||
| java-development Day-to-day plain Java development without a framework: Maven and Gradle usage and wrappers, project layout, dependency and vulnerability management, m SkillInstall · skills CLI | 41,117 | — | ||
| java-helidon Get best practices for developing applications with Helidon 4 (SE and MP). Use when working with Helidon SE or Helidon MP, HttpService routing, Helido SkillInstall · skills CLI | 41,117 | — | ||
| java-hibernate-jpa Diagnose and fix Hibernate ORM / Jakarta Persistence problems in plain Java: N+1 queries, lazy loading errors, identifier generation, entity equals/ha SkillInstall · skills CLI | 41,117 | — | ||
| java-refactoring-extract-method Refactoring using Extract Methods in Java Language SkillInstall · skills CLI | 41,117 | — | ||
| java-refactoring-remove-parameter Refactoring using Remove Parameter in Java Language SkillInstall · skills CLI | 41,117 | — | ||
| java-springboot Write and review application code in an existing Spring Boot 3/4 project: controllers, validation and ProblemDetail errors, Spring Data JPA/JDBC, Rest SkillInstall · skills CLI | 41,117 | — | ||
| java-upgrade Upgrade a Java project to a newer JDK (11 to 17, 17 to 21, 21 to 25) and adopt the new language and library features. Detects the current Java version SkillInstall · skills CLI | 41,117 | — | ||
| javax-to-jakarta-migration Migrate Java code from javax.* to jakarta.* namespace. Use only when the user explicitly asks for a javax to jakarta namespace or framework migration SkillInstall · skills CLI | 41,117 | — | ||
| kotlin-springboot Get best practices for developing applications with Spring Boot and Kotlin. SkillInstall · skills CLI | 41,117 | — | ||
| lean-comments Audits, writes, and refines maintained first-party source-code comments and declaration-level documentation across languages. Use when adding, editing SkillInstall · skills CLI | 41,117 | — | ||
| logicapps-custom-code-net10-migration Migrate Azure Logic Apps Standard local-function custom-code projects from .NET 8 to .NET 10. Use for legacy Logic Apps custom-code workspace upgrades SkillInstall · skills CLI | 41,117 | — | ||
| lsp-setup Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP serve SkillInstall · skills CLI | 41,117 | — | ||
| mcp-implementation-security-review Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline — authentication SkillInstall · skills CLI | 41,117 | — | ||
| mcp-security-audit Audit MCP (Model Context Protocol) server configurations for security issues. Use this skill when: - Reviewing .mcp.json files for security risks - Ch SkillInstall · skills CLI | 41,117 | — | ||
| microsoft-agent-framework Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and SkillInstall · skills CLI | 41,117 | — | ||
| minecraft-plugin-development Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, sche SkillInstall · skills CLI | 41,117 | — | ||
| msgraph-sdk Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python. Covers auth patterns (client credentials, OBO, managed identi SkillInstall · skills CLI | 41,117 | — | ||
| mvvm-toolkit CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor], [NotifyCanExecuteC SkillInstall · skills CLI | 41,117 | — | ||
| mvvm-toolkit-di Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor inject SkillInstall · skills CLI | 41,117 | — | ||
| mvvm-toolkit-messenger CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs StrongRefere SkillInstall · skills CLI | 41,117 | — | ||
| nuget-manager Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using `dotnet` SkillInstall · skills CLI | 41,117 | — | ||
| oo-component-documentation Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs. SkillInstall · skills CLI | 41,117 | — | ||
| api-integration-specialist Expert in integrating third-party APIs with proper authentication, error handling, rate limiting, and retry logic. Use when integrating REST APIs, Gra SkillInstall · skills CLI | 33,462 | — | ||
| app-builder Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, c SkillInstall · skills CLI | 33,462 | — | ||
| architecture Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or ana SkillInstall · skills CLI | 33,462 | — | ||
| avalonia-viewmodels-zafiro Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI. SkillInstall · skills CLI | 33,462 | — | ||
| avalonia-zafiro-development Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. SkillInstall · skills CLI | 33,462 | — | ||
| graph-query Query the code graph database to understand component relationships, dependencies, and change impact. Use when the user asks to "find callers", "check SkillInstall · skills CLI | 33,462 | — | ||
| ml-engineer Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and mo SkillInstall · skills CLI | 33,462 | — | ||
| templates Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. SkillInstall · skills CLI | 33,462 | — | ||
| diff-risk-explainer Use to briefly explain small code diffs. SkillInstall · skills CLI | 33,295 | — | ||
| docstring-author Write or improve Python docstrings on the ten files in pilot_files.md, making supported Cognee benefits and connections between capabilities explicit. SkillInstall · skills CLI | 33,295 | — | ||
| docstring-critic Review a docstring-author patch in the Cognee pilot. Independently verify truthfulness and promotional tone, preserve supported positive framing, and SkillInstall · skills CLI | 33,295 | — | ||
| pr-comment-evaluator Use to judge whether a PR review comment sounds polite. SkillInstall · skills CLI | 33,295 | — | ||
| skill-feedback-writer Use to identify missing instructions in another skill based on its output. SkillInstall · skills CLI | 33,295 | — | ||
| gws-script Manage Google Apps Script projects. SkillInstall · skills CLI | 32,292 | — | ||
| gws-script-push Google Apps Script: Upload local files to an Apps Script project. SkillInstall · skills CLI | 32,292 | — | ||
| api-design-reviewer Use for any PR or spec that adds or changes REST endpoints, before approving it. Lints conventions with api_linter.py, detects breaking changes with b SkillInstall · skills CLI | 29,745 | — | ||
| boost-asio-pro Use for any C++ networking code with Boost.Asio or standalone Asio (TCP/UDP, SSL, timers, strands, io_context, co_spawn, awaitable, completion handler SkillInstall · skills CLI | 29,745 | — | ||
| code-reviewer Use for any code review: a pull request, a diff, a commit, or a pasted function, handler or file in TypeScript, JavaScript, Python, Go, Swift, Kotlin, SkillInstall · skills CLI | 29,745 | — | ||
| code-tour Use when asked for a CodeTour .tour file or a step-by-step code walkthrough (onboarding, architecture, PR review, how X works). Writes persona-targete SkillInstall · skills CLI | 29,745 | — | ||
| codebase-onboarding Explain an unfamiliar repo: architecture brief and onboarding docs. Use whenever someone is new to a codebase, asks how a project is structured or whe SkillInstall · skills CLI | 29,745 | — | ||
| dependency-auditor Audit project dependencies for CVEs and licenses and plan safe upgrades. Use whenever the user asks if their packages are safe, before a release or ma SkillInstall · skills CLI | 29,745 | — | ||
| focused-fix Use when a whole feature or module is broken and needs fixing end to end ('make X work', 'the Y module is broken'). Maps every file and dependency of SkillInstall · skills CLI | 29,745 | — | ||
| karpathy-coder Check a diff for overbuilt code: hidden assumptions, needless abstraction, non-surgical changes, unverified goals (Karpathy's four principles). Load w SkillInstall · skills CLI | 29,745 | — | ||
| minimalist Write the least code: no over-engineering, fewer dependencies. Use whenever the user wants it simpler; applies a ladder first: YAGNI, reuse, stdlib, n SkillInstall · skills CLI | 29,745 | — | ||
| senior-backend Build and fix backend services: REST or GraphQL APIs, auth, microservices, PostgreSQL queries, migrations and load tests. Use whenever the user's API SkillInstall · skills CLI | 29,745 | — | ||
| aspnet-core Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blaz SkillInstall · skills CLI | 28,722 | — | ||
| cli-creator Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when SkillInstall · skills CLI | 28,722 | — | ||
| code-review Moved to phuryn/product-engineering, where it is maintained in the ai-shipping plugin; this copy says where it went and how to install it. Use when as SkillInstall · skills CLI | 27,959 | — | ||
| intended-vs-implemented Moved to phuryn/product-engineering, where it is maintained in the ai-shipping plugin; this copy says where it went and how to install it. Use when as SkillInstall · skills CLI | 27,959 | — | ||
| shipping-artifacts Moved to phuryn/product-engineering, where it is maintained in the ai-shipping plugin; this copy says where it went and how to install it. Use when as SkillInstall · skills CLI | 27,959 | — | ||
| nocobase-app-development Primary entry for building complete NocoBase 3 applications and individual features: business and administration pages, routes, components, endpoints, SkillInstall · skills CLI | 24,914 | — | ||
| nocobase-app-plugin-cli-example Use when adding commands to an application's nocobase CLI, or when working out how a plugin contributes CLI commands. Covers the ./cli entry, defineCl SkillInstall · skills CLI | 24,914 | — | ||
| nocobase-app-plugin-development Create and maintain NocoBase 3 plugins inside an existing App or a NocoBase 3 source workspace, including Client, Server, CLI, database resources, UI SkillInstall · skills CLI | 24,914 | — | ||
| nocobase-app-plugin-repository-example Use the NocoBase 3 Repository API example plugin to demonstrate array and streamed findMany queries, CRM and order CRUD, relation reads and writes, op SkillInstall · skills CLI | 24,914 | — | ||
| nocobase-app-upgrade Upgrade this application to a newer release of the template it was generated from, which is how this application moves to a newer NocoBase version. Us SkillInstall · skills CLI | 24,914 | — | ||
| migrate-to-rust Clones, analyzes, plans, and migrates legacy codebases (C++, Fortran, Java, Python, C, Shell) from a GitHub URL or local directory to a modern, high-p SkillInstall · skills CLI | 24,122 | — | ||
| gsap-core Official GSAP skill for the core API — gsap.to(), from(), fromTo(), easing, duration, stagger, defaults, gsap.matchMedia() (responsive, prefers-reduce SkillInstall · skills CLI | 18,394 | — | ||
| gsap-frameworks Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount. Use when the user wants animat SkillInstall · skills CLI | 18,394 | — | ||
| gsap-performance Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching. Use when optimizing GSAP animations, reducing SkillInstall · skills CLI | 18,394 | — | ||
| gsap-plugins Official GSAP skill for GSAP plugins — registration, ScrollToPlugin, ScrollSmoother, Flip, Draggable, Inertia, Observer, SplitText, ScrambleText, SVG SkillInstall · skills CLI | 18,394 | — | ||
| gsap-react Official GSAP skill for React — useGSAP hook, refs, gsap.context(), cleanup. Use when the user wants animation in React or Next.js, or asks about GSAP SkillInstall · skills CLI | 18,394 | — | ||
| gsap-scrolltrigger Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers. Use when building or recommending scroll-based animation, SkillInstall · skills CLI | 18,394 | — | ||
| gsap-timeline Official GSAP skill for timelines — gsap.timeline(), position parameter, nesting, playback. Use when sequencing animations, choreographing keyframes, SkillInstall · skills CLI | 18,394 | — | ||
| gsap-utils Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe. Use when the user asks about gsap.uti SkillInstall · skills CLI | 18,394 | — | ||
| codebase-migrate Run large codebase migrations and multi-file refactors. Uses the Composio CLI to coordinate issue tracking, batched PRs, and CI verification while the SkillInstall · skills CLI | 17,307 | — | ||
| api-designer Use when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture. Invoke for resource modeling, versioning strat SkillInstall · skills CLI | 12,349 | — | ||
| architecture-designer Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions. Invoke to create architecture di SkillInstall · skills CLI | 12,349 | — | ||
| cli-developer Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands, displaying progre SkillInstall · skills CLI | 12,349 | — | ||
| code-reviewer Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, nam SkillInstall · skills CLI | 12,349 | — | ||
| cpp-pro Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques. Use SkillInstall · skills CLI | 12,349 | — | ||
| csharp-developer Use when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps. Builds REST APIs using minimal or controller-based routing, con SkillInstall · skills CLI | 12,349 | — | ||
| debugging-wizard Parses error messages, traces execution flow through stack traces, correlates log entries to identify failure points, and applies systematic hypothesi SkillInstall · skills CLI | 12,349 | — | ||
| django-expert Use when building Django web applications or REST APIs with Django REST Framework. Invoke when working with settings.py, models.py, manage.py, or any SkillInstall · skills CLI | 12,349 | — | ||
| dotnet-core-expert Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke for Entity Framework Core, CQRS wit SkillInstall · skills CLI | 12,349 | — | ||
| embedded-systems Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption. Invoke for STM32, ESP32, FreeRTOS, SkillInstall · skills CLI | 12,349 | — | ||
| fastapi-expert Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement SkillInstall · skills CLI | 12,349 | — | ||
| flutter-expert Use when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc state management, GoRouter naviga SkillInstall · skills CLI | 12,349 | — | ||
| fullstack-guardian Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level. C SkillInstall · skills CLI | 12,349 | — | ||
| golang-pro Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performa SkillInstall · skills CLI | 12,349 | — | ||
| graphql-architect Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for schema design, resolvers with Data SkillInstall · skills CLI | 12,349 | — | ||
| java-architect Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke to impl SkillInstall · skills CLI | 12,349 | — | ||
| javascript-pro Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when buil SkillInstall · skills CLI | 12,349 | — | ||
| kotlin-specialist Provides idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture, Compose UI constr SkillInstall · skills CLI | 12,349 | — | ||
| laravel-specialist Build and configure Laravel 10+ applications, including creating Eloquent models and relationships, implementing Sanctum authentication, configuring H SkillInstall · skills CLI | 12,349 | — | ||
| legacy-modernizer Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade des SkillInstall · skills CLI | 12,349 | — | ||
| php-pro Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9, async patter SkillInstall · skills CLI | 12,349 | — | ||
| python-pro Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, SkillInstall · skills CLI | 12,349 | — | ||
| rust-engineer Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns, manages lifetimes, desig SkillInstall · skills CLI | 12,349 | — | ||
| salesforce-developer Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs, platform events, and integratio SkillInstall · skills CLI | 12,349 | — | ||
| shopify-expert Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implemen SkillInstall · skills CLI | 12,349 | — | ||
| spec-miner Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited p SkillInstall · skills CLI | 12,349 | — | ||
| spring-boot-engineer Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA reposit SkillInstall · skills CLI | 12,349 | — | ||
| typescript-pro Implements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and configures tRPC for end-to-end type saf SkillInstall · skills CLI | 12,349 | — | ||
| drawio-skill Create and edit draw.io/diagrams.net diagrams as editable `.drawio` files. Covers architecture, UML/ERD/sequence, BPMN, network, and swimlane views au SkillInstall · skills CLI | 10,755 | — | ||
| agp-9-upgrade Upgrades, or migrates, an Android project to use Android Gradle Plugin (AGP) version 9. Do not use this skill for migrating Kotlin Multiplatform (KMP) SkillInstall · skills CLI | 10,498 | — | ||
| android-cli Provides instructions for installing and using the `android` CLI. The `android` command-line tool is a critical tool for Android development and helps SkillInstall · skills CLI | 10,498 | — | ||
| android-for-cars-parked-apps Adapt existing Android video streaming apps, games, and web browsers to run as parked apps on Android Auto and Android Automotive OS. Covers manifest SkillInstall · skills CLI | 10,498 | — | ||
| camerax Provide technical guidance for Android camera development with CameraX. Use when implementing camera features, handling asynchronous recording lifecyc SkillInstall · skills CLI | 10,498 | — | ||
| migrate-xml-views-to-jetpack-compose Provides a structured workflow for migrating an Android XML View to Jetpack Compose. This skill details the step-by-step process, from planning and de SkillInstall · skills CLI | 10,498 | — | ||
| navigation-3 Learn how to install and migrate to Jetpack Navigation 3, and how to implement features and patterns such as deep links, multiple backstacks, scenes ( SkillInstall · skills CLI | 10,498 | — | ||
| navigation-event Intercept back gestures and run Predictive Back animations using the NavigationEvent (androidx.navigationevent) library in Compose Android. Handles Ac SkillInstall · skills CLI | 10,498 | — | ||
| r8-analyzer Analyzes Android build files and R8 keep rules to identify redundancies, broad package-wide rules, and rules that subsume library consumer keep rules. SkillInstall · skills CLI | 10,498 | — | ||
| ontoly-software-graph Use Ontoly's deterministic Software Graph and MCP capabilities for architecture review, request tracing, dependency analysis, configuration lookup, an SkillInstall · skills CLI | 9,516 | — | ||
| replica-architect Plans the stack, database schema and API for an app clone, from the recon map replica-recon wrote. Picks boring, managed tech, turns the inferred data SkillInstall · skills CLI | 9,187 | — | ||
| replica-backend Builds the backend of an app clone: auth, database migrations and access rules, payments with Stripe, email, background jobs and third-party integrati SkillInstall · skills CLI | 9,187 | — | ||
| replica-brand Names and rebrands an app clone so it is the user's own: name candidates with the trademark, domain, store and handle checks to run, a new palette che SkillInstall · skills CLI | 9,187 | — | ||
| replica-build Rebuilds an app screen by screen from the recon map: app shell first, then the core flow as a vertical slice, then every screen with all its states, t SkillInstall · skills CLI | 9,187 | — | ||
| replica-design Rebuilds an app's design system for a clone: colour roles, type scale, spacing, radius, shadows and every component with its states, as design tokens SkillInstall · skills CLI | 9,187 | — | ||
| replica-diff Compares an app clone against the original: a feature parity score from the feature matrix (weighted by must, should, could) with the missing list in SkillInstall · skills CLI | 9,187 | — | ||
| replica-entrepreneur Researches the app being cloned and reads what its real users say in public reviews (App Store, Google Play, G2, Capterra, Trustpilot, Reddit, Hacker SkillInstall · skills CLI | 9,187 | — | ||
| replica-launch Writes the launch for an app clone: the landing page built on the positioning angle, pricing set against the original's public pricing and its users' SkillInstall · skills CLI | 9,187 | — | ||
| replica-recon Reverse-engineers any app into a recon map: screen inventory, user flows, component list, inferred data model and a feature matrix, from public pages, SkillInstall · skills CLI | 9,187 | — | ||
| antislop-code Code comment hygiene for AI coding agents: remove generic AI-slop comments, keep the valuable ones, never touch the code. SkillInstall · skills CLI | 9,096 | — | ||
| antislop-copywriting Copy and text skill for antislop. Use when writing or editing prose: headlines, tone, CTAs, and anti-AI-writing patterns. Load with the core. SkillInstall · skills CLI | 9,096 | — | ||
| chinese-code-review 中文 review 沟通参考——话术模板、分级标注（必须修复/建议修改/仅供参考）、国内团队常见反模式应对。仅在用户显式 /chinese-code-review 时调用，不要根据上下文自动触发。 SkillInstall · skills CLI | 8,536 | — | ||
| chinese-commit-conventions 中文 commit 与 changelog 配置参考——Conventional Commits 中文适配、commitlint/husky/commitizen 中文模板、conventional-changelog 中文配置。仅在用户显式 /chinese-commit-conventions SkillInstall · skills CLI | 8,536 | — | ||
| audit-context-building Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere. Use when start SkillInstall · skills CLI | 8,169 | — | ||
| audit-prep-assistant Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, re SkillInstall · skills CLI | 8,169 | — | ||
| c-review Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use whe SkillInstall · skills CLI | 8,169 | — | ||
| code-improver Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user names: any SkillInstall · skills CLI | 8,169 | — | ||
| code-maturity-assessor Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access con SkillInstall · skills CLI | 8,169 | — | ||
| constant-time-analysis Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, s SkillInstall · skills CLI | 8,169 | — | ||
| devcontainer-setup Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support SkillInstall · skills CLI | 8,169 | — | ||
| diagramming-code Generates Mermaid diagrams from Trailmark code graphs. Produces call graphs, class hierarchies, module dependency maps, containment diagrams, complexi SkillInstall · skills CLI | 8,169 | — | ||
| differential-review Performs security-focused differential review of code changes. Adapts analysis depth to codebase size, uses git blame for context, calculates blast ra SkillInstall · skills CLI | 8,169 | — | ||
| dimensional-analysis Audits code for unit and decimal-scaling bugs and annotates it with dimensional comments recording the units of each value. Use when someone asks to a SkillInstall · skills CLI | 8,169 | — | ||
| entry-point-analyzer Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify sta SkillInstall · skills CLI | 8,169 | — | ||
| guidelines-advisor Smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/specifications, review architec SkillInstall · skills CLI | 8,169 | — | ||
| implement-patch Use when a confirmed local bug needs an invariant-level fix, variant search, tests, and one local commit. SkillInstall · skills CLI | 8,169 | — | ||
| modern-cpp Guides C++ code toward modern idioms (C++20/23/26). Use when writing new C++ code, modernizing legacy patterns, or working on security-critical C++. R SkillInstall · skills CLI | 8,169 | — | ||
| modern-python Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/my SkillInstall · skills CLI | 8,169 | — | ||
| patching-bugs Use when a known bug or falsifiable bug hypothesis in a local codebase needs a patch commit and reviewable proof report. SkillInstall · skills CLI | 8,169 | — | ||
| prove-patch Use when a local security patch commit needs independent scoped and three-arm proof. SkillInstall · skills CLI | 8,169 | — | ||
| reproduce-bug Use when a named runtime or compiler bug in a local repository needs independent reproduction. SkillInstall · skills CLI | 8,169 | — | ||
| review-walkthrough Generates an interactive HTML walkthrough for reviewing code changes. Use only when explicitly called. SkillInstall · skills CLI | 8,169 | — | ||
| rust-review Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, F SkillInstall · skills CLI | 8,169 | — | ||
| second-opinion Gets independent code reviews from Codex or Antigravity for uncommitted changes, branch diffs, and commits. Use when the user requests an external rev SkillInstall · skills CLI | 8,169 | — | ||
| secure-workflow-guide Guides through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token in SkillInstall · skills CLI | 8,169 | — | ||
| semgrep-rule-creator Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custo SkillInstall · skills CLI | 8,169 | — | ||
| semgrep-rule-variant-creator Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and target SkillInstall · skills CLI | 8,169 | — | ||
| sharp-edges Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes. Use when reviewing API designs, configuratio SkillInstall · skills CLI | 8,169 | — | ||
| skill-improver Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escal SkillInstall · skills CLI | 8,169 | — | ||
| spec-to-code-compliance Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does SkillInstall · skills CLI | 8,169 | — | ||
| supply-chain-risk-auditor Audits a project's dependencies for supply-chain risk: version-matched advisories for direct dependencies and the full lockfile tree, abandoned or arc SkillInstall · skills CLI | 8,169 | — | ||
| token-integration-analyzer Token integration and implementation analyzer based on Trail of Bits' token integration checklist. Analyzes token implementations for ERC20/ERC721 con SkillInstall · skills CLI | 8,169 | — | ||
| validate-bug Use when a bug PoC package needs an independent rerun and judgment before patching. SkillInstall · skills CLI | 8,169 | — | ||
| context7-version-aware-implementation Use the current project dependency versions and Context7 documentation to implement or upgrade code without importing APIs from a different release li SkillInstall · skills CLI | 7,450 | — | ||
| ipollowork-maintainable-code Mandatory iPolloWork code-change gate for modern, minimal, performant, reuse-first implementation and clean repository ownership. Use whenever AI crea SkillInstall · skills CLI | 7,450 | — | ||
| best-practices Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", SkillInstall · skills CLI | 7,165 | — | ||
| codenavi Your pathfinder for navigating unknown codebases. Investigates with precision, implements surgically, and never assumes — if it doesn't know, it says SkillInstall · skills CLI | 7,165 | — | ||
| coding-guidelines Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, modifying, or reviewing code — implementation tasks, code changes, refac SkillInstall · skills CLI | 7,165 | — | ||
| component-common-domain-detection Finds duplicate business logic spread across multiple components and suggests consolidation. Use when asking "where is this logic duplicated?", "find SkillInstall · skills CLI | 7,165 | — | ||
| component-flattening-analysis Detects misplaced classes and fixes component hierarchy problems — finds code that should belong inside a component but sits at the root level. Use wh SkillInstall · skills CLI | 7,165 | — | ||
| component-identification-sizing Maps architectural components in a codebase and measures their size to identify what should be extracted first. Use when asking "how big is each modul SkillInstall · skills CLI | 7,165 | — | ||
| coupling-analysis Analyzes coupling between modules using the three-dimensional model (strength, distance, volatility) from "Balancing Coupling in Software Design". Use SkillInstall · skills CLI | 7,165 | — | ||
| create-adr Creates Architecture Decision Records (ADRs) to document significant architectural choices and their rationale for future team members. Use when the u SkillInstall · skills CLI | 7,165 | — | ||
| create-rfc Creates structured Request for Comments (RFC) documents for proposing and deciding on significant changes. Use when the user says "write an RFC", "cre SkillInstall · skills CLI | 7,165 | — | ||
| decomposition-planning-roadmap Creates step-by-step decomposition plans and migration roadmaps for breaking apart monolithic applications. Use when asking "what order should I extra SkillInstall · skills CLI | 7,165 | — | ||
| domain-analysis Maps business domains and suggests service boundaries in any codebase using DDD Strategic Design. Use when asking "what are the domains in this codeba SkillInstall · skills CLI | 7,165 | — | ||
| domain-identification-grouping Groups existing components into logical business domains to plan service-based architecture. Use when asking "which components belong together?", "gro SkillInstall · skills CLI | 7,165 | — | ||
| evolutionary-modular-architecture Guides design and implementation of evolutionary modular-monolith platforms with DDD (strategic + tactical), flat-by-aggregate organization, an Anti-C SkillInstall · skills CLI | 7,165 | — | ||
| frontend-blueprint AI frontend specialist and design consultant that guides users through a structured discovery process before generating any code. Collects visual refe SkillInstall · skills CLI | 7,165 | — | ||
| harness-eval Evaluate a repo agent harness (AGENTS.md, rules, skills, skill refs) for broken paths/commands, redundant instructions, and usefulness using a stack-a SkillInstall · skills CLI | 7,165 | — | ||
| legacy-migration-planner Use when planning legacy system migrations, codebase modernization, monolith decomposition, microservices consolidation, cross-language rewrites, or f SkillInstall · skills CLI | 7,165 | — | ||
| modular-decomposition Runs a sequenced monolith-to-modular pipeline that sizes and inventories components, finds shared domain duplication, addresses flattening and hierarc SkillInstall · skills CLI | 7,165 | — | ||
| modular-design-principles Technology-agnostic guidance for modular systems: bounded contexts, clear boundaries, composability, state isolation, explicit contracts, failure cont SkillInstall · skills CLI | 7,165 | — | ||
| nestjs-modular-monolith Specialist in designing and implementing scalable modular monolith architectures using NestJS with DDD, Clean Architecture, and CQRS patterns. Use whe SkillInstall · skills CLI | 7,165 | — | ||
| nx-generate Generate code using Nx generators — scaffold projects, libraries, features, or run workspace-specific generators with proper discovery, validation, an SkillInstall · skills CLI | 7,165 | — | ||
| nx-run-tasks Execute build, test, lint, serve, and other tasks in an Nx workspace using single runs, run-many, and affected commands. Use when user says "run tests SkillInstall · skills CLI | 7,165 | — | ||
| nx-workspace Configure, explore, and optimize Nx monorepo workspaces. Use when setting up Nx, exploring workspace structure, configuring project boundaries, analyz SkillInstall · skills CLI | 7,165 | — | ||
| rails-dev Opinionated Rails conventions: rich models, concerns, CRUD-everything, state-as-records, minimal dependencies, Minitest with fixtures. Load this skill SkillInstall · skills CLI | 7,165 | — | ||
| react-best-practices React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensur SkillInstall · skills CLI | 7,165 | — | ||
| react-composition-patterns React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or desi SkillInstall · skills CLI | 7,165 | — | ||
| security-best-practices Perform language and framework specific security best-practice reviews and suggest improvements. Use when the user explicitly requests security best p SkillInstall · skills CLI | 7,165 | — | ||
| spec-driven-eval Scores how completely an implementation fulfills a PRD/spec, case by case, and produces a single comparable final grade. Invoke only when explicitly n SkillInstall · skills CLI | 7,165 | — | ||
| tactical-ddd Detects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns (Entities, Value Objects, Aggre SkillInstall · skills CLI | 7,165 | — | ||
| technical-design-doc-creator Creates comprehensive Technical Design Documents (TDD) with mandatory and optional sections through interactive discovery. Use when user asks to "writ SkillInstall · skills CLI | 7,165 | — | ||
| genlayer-cli Use the GenLayer CLI to deploy, interact with, and debug intelligent contracts. SkillInstall · skills CLI | 7,112 | — | ||
| genvm-lint Validate GenLayer intelligent contracts with the GenVM linter. SkillInstall · skills CLI | 7,112 | — | ||
| magicblock Design, implement, and debug MagicBlock applications on Solana. Covers Ephemeral Rollups with delegated state; ER/PER architecture and settlement; pri SkillInstall · skills CLI | 7,112 | — | ||
| near-api-js Guide for developing with near-api-js v7 - the JavaScript/TypeScript library for NEAR blockchain interaction. Use when: (1) building apps that interac SkillInstall · skills CLI | 7,112 | — | ||
| near-dapp Build NEAR Protocol dApps. Use for: (1) creating new NEAR dApps with `create-near-app` (Vite+React, Next.js), (2) adding NEAR wallet connection to exi SkillInstall · skills CLI | 7,112 | — | ||
| near-kit TypeScript library for NEAR Protocol blockchain interaction. Use this skill when writing code that interacts with NEAR Protocol, including viewing con SkillInstall · skills CLI | 7,112 | — | ||
| near-smart-contracts NEAR Protocol smart contract development in Rust. Use when writing, reviewing, or deploying NEAR smart contracts. Covers contract structure, state man SkillInstall · skills CLI | 7,112 | — | ||
| starknet-js Reference for building Starknet applications using starknet.js v9.x SDK, including contract interaction, account management, transaction handling, fee SkillInstall · skills CLI | 7,112 | — | ||
| starknet-wallet Create and manage Starknet wallets for AI agents. Transfer tokens, check balances, manage session keys, deploy accounts, and interact with smart contr SkillInstall · skills CLI | 7,112 | — | ||
| write-contract Write production-quality GenLayer intelligent contracts. Always pins concrete GenVM runner version hashes and never uses local-only test/latest runner SkillInstall · skills CLI | 7,112 | — | ||
| remotion-saas Build an app with Remotion SkillInstall · skills CLI | 6,937 | — | ||
| n8n-code-javascript Write, review, or debug JavaScript in an n8n Code node. Use when a Code node is already in the workflow (editing it, fixing an error, choosing its mod SkillInstall · skills CLI | 6,639 | — | ||
| n8n-code-python Write Python in n8n Code nodes (native Python, `language` pythonNative, n8n 2.x). Use when the user explicitly wants Python in a Code node, when migra SkillInstall · skills CLI | 6,639 | — | ||
| n8n-expression-syntax Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troublesho SkillInstall · skills CLI | 6,639 | — | ||
| code-review Comprehensive code review assistant that analyzes code quality, security, and best practices SkillInstall · skills CLI | 6,388 | — | ||
| analyzing-dotnet-performance Scans .NET code for ~50 performance anti-patterns across async, memory, strings, collections, LINQ, regex, serialization, and I/O with tiered severity SkillInstall · skills CLI | 6,118 | — | ||
| android-tombstone-symbolication Symbolicate the .NET runtime frames in an Android tombstone file. Extracts BuildIds and PC offsets from the native backtrace, downloads debug symbols SkillInstall · skills CLI | 6,118 | — | ||
| apple-crash-symbolication Symbolicate .NET runtime frames in Apple platform .ips crash logs (iOS, tvOS, Mac Catalyst, macOS). Extracts UUIDs and addresses from the native backt SkillInstall · skills CLI | 6,118 | — | ||
| author-component Create or review Blazor components (.razor files) with correct architecture. USE FOR: writing new Blazor components that do NOT involve JavaScript int SkillInstall · skills CLI | 6,118 | — | ||
| binlog-failure-analysis Analyze MSBuild binary logs to diagnose build failures. USE FOR: build errors that are unclear from console output, diagnosing cascading failures acro SkillInstall · skills CLI | 6,118 | — | ||
| binlog-generation Generate MSBuild binary logs (binlogs) for build diagnostics and analysis. USE FOR: adding /bl:{} to any dotnet build, test, pack, publish, or restore SkillInstall · skills CLI | 6,118 | — | ||
| build-parallelism Analyze MSBuild scheduling across at least two distinct projects in a solution/filter/Build.proj. USE FOR: measured idle workers, -m not scaling, seri SkillInstall · skills CLI | 6,118 | — | ||
| build-perf-baseline Establish MSBuild/.NET baselines before optimizing. USE FOR: unranked slow builds; cold/warm/incremental/no-op measurements; before/after comparisons; SkillInstall · skills CLI | 6,118 | — | ||
| build-perf-diagnostics Diagnose MSBuild bottlenecks from binlog timelines and Target/Task Performance Summaries after baseline measurements. USE FOR: unknown build slowness, SkillInstall · skills CLI | 6,118 | — | ||
| check-bin-obj-clash Find OutputPath/IntermediateOutputPath collisions between distinct projects or required property/TFM variants. USE FOR: missing/overwritten bin/obj or SkillInstall · skills CLI | 6,118 | — | ||
| clr-activation-debugging Diagnoses .NET Framework CLR activation issues using CLR activation logs (CLRLoad logs) produced by mscoree.dll. Use when: the shim picks the wrong ru SkillInstall · skills CLI | 6,118 | — | ||
| collect-user-input Build forms, validate data, and react to user input in Blazor. USE FOR adding forms, search boxes, filter panels, inline editing, data-entry UI, file SkillInstall · skills CLI | 6,118 | — | ||
| configure-auth Add authentication and authorization to a Blazor Web App, accounting for the app's render mode. USE WHEN the user needs [Authorize] on pages, Authoriz SkillInstall · skills CLI | 6,118 | — | ||
| convert-blazor-server-to-webapp Guides conversion of a pre-.NET 8 Blazor Server app into a .NET 8+ Blazor Web App. USE FOR: migrating apps that use AddServerSideBlazor and MapBlazorH SkillInstall · skills CLI | 6,118 | — | ||
| coordinate-components Share state between components that don't have a direct parent-child parameter relationship, using cascading values, scoped services with change event SkillInstall · skills CLI | 6,118 | — | ||
| copy-to-output-directory Choosing an MSBuild CopyToOutputDirectory / CopyToPublishDirectory mode: Never, PreserveNewest, Always, and IfDifferent (MSBuild 17.13+), plus $(SkipU SkillInstall · skills CLI | 6,118 | — | ||
| create-blazor-project Create a new ASP.NET Core web application or web site using Blazor. USE FOR: creating a new Blazor web app, scaffolding a new web project, starting a SkillInstall · skills CLI | 6,118 | — | ||
| create-datadriven-aspnetcore Generate or scaffold ASP.NET Core code — Razor Pages, Blazor components, MVC controllers, views, and Minimal API endpoints — without using ASP.NET Cor SkillInstall · skills CLI | 6,118 | — | ||
| csharp-refactoring Safely refactors C#/.NET code without changing behavior. USE FOR any request to refactor, rename, move, extract, inline, merge, consolidate, deduplica SkillInstall · skills CLI | 6,118 | — | ||
| csharp-scripts Run file-based C# apps with the .NET CLI when the user explicitly wants C#/.NET code without creating a project. Use for C# language/API experiments, SkillInstall · skills CLI | 6,118 | — | ||
| directory-build-organization USE ONLY for (1) two or more projects with repeated MSBuild policy, targets, or package versions, or (2) an existing Directory.Build.props/targets/rsp SkillInstall · skills CLI | 6,118 | — | ||
| dotnet-pinvoke Correctly call native (C/C++) libraries from .NET using P/Invoke and LibraryImport. Covers function signatures, string marshalling, memory lifetime, S SkillInstall · skills CLI | 6,118 | — | ||
| dotnet-trace-collect Guide developers through capturing diagnostic artifacts to diagnose production .NET performance issues. Use when the user needs help choosing diagnost SkillInstall · skills CLI | 6,118 | — | ||
| dotnet-webapi Guides creation and modification of ASP.NET Core Web API endpoints with correct HTTP semantics, OpenAPI metadata, and error handling. USE FOR: adding SkillInstall · skills CLI | 6,118 | — | ||
| dump-collect Configure and collect crash dumps for modern .NET applications. USE FOR: enabling automatic crash dumps for CoreCLR or NativeAOT, capturing dumps from SkillInstall · skills CLI | 6,118 | — | ||
| eliminate-redundant-restores Remove repeated NuGet restores from multi-step .NET builds safely. USE FOR: build/test/publish steps that each restore, Directory.Build.rsp with -rest SkillInstall · skills CLI | 6,118 | — | ||
| eval-performance Diagnose measured MSBuild evaluation cost before targets run. USE FOR: evaluation-only repeats under global-property variants, expensive node_modules/ SkillInstall · skills CLI | 6,118 | — | ||
| extension-points Own MSBuild import and hook discovery. USE FOR: CustomBefore/CustomAfter hooks, ordered wildcard and NuGet auto-imports, control properties, build/bui SkillInstall · skills CLI | 6,118 | — | ||
| fetch-and-send-data Call APIs, load data into components, and handle the async lifecycle in Blazor. USE FOR fetching data from a backend, submitting data to an API, displ SkillInstall · skills CLI | 6,118 | — | ||
| find-repeated-work-within-one-build Use ONLY for auditing executed-task counts or batching/hoisting costs within ONE MSBuild invocation: per-project Exec, duplicate dependency builds, pe SkillInstall · skills CLI | 6,118 | — | ||
| including-generated-files Own MSBuild generated-artifact integration. USE FOR: a target that creates or should create source, Content, None, or another physical file but the ar SkillInstall · skills CLI | 6,118 | — | ||
| incremental-build Fix MSBuild incremental/no-op builds: 'nothing changed but it rebuilds anyway'. USE FOR: targets re-executing on subsequent builds, missing Inputs/Out SkillInstall · skills CLI | 6,118 | — | ||
| nuget-trusted-publishing Set up NuGet trusted publishing (OIDC) on a GitHub Actions repo — replaces long-lived API keys with short-lived tokens. USE FOR: trusted publishing, N SkillInstall · skills CLI | 6,118 | — | ||
| optimizing-ef-core-queries Review and optimize application data access that uses Entity Framework Core (EF Core). Use for EF Core performance and correctness reviews of services SkillInstall · skills CLI | 6,118 | — | ||
| plan-ui-change Plan complex Blazor UI features by decomposing them into focused components. USE FOR: building a complex Blazor page with multiple sections, planning SkillInstall · skills CLI | 6,118 | — | ||
| support-prerendering Make interactive Blazor components work correctly with prerendering. USE FOR fixing duplicate data loads, UI flicker during prerender-to-interactive h SkillInstall · skills CLI | 6,118 | — | ||
| use-igniteui-blazor Add, configure, or review Ignite UI for Blazor Lite component support in Blazor applications. USE FOR: installing IgniteUI.Blazor.Lite or IgniteUI.Bla SkillInstall · skills CLI | 6,118 | — | ||
| use-js-interop Add, review, or fix JavaScript interop in Blazor components. USE FOR: calling JavaScript from Blazor, calling .NET from JavaScript, collocated .razor. SkillInstall · skills CLI | 6,118 | — | ||
| vectorization Design, implement, optimize, and review SIMD code in .NET. USE FOR: vectorizing scalar loops with TensorPrimitives, Vector64/128/256/512, or platform SkillInstall · skills CLI | 6,118 | — | ||
| pnpm Node.js package manager with strict dependency resolution. Use when running pnpm specific commands, configuring workspaces via pnpm-workspace.yaml, or SkillInstall · skills CLI | 6,067 | — | ||
| vite Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or b SkillInstall · skills CLI | 6,067 | — | ||
| scikit-learn Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clusterin SkillInstall · skills CLI | 5,944 | — | ||
| simpy Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, an SkillInstall · skills CLI | 5,944 | — | ||
| statistical-analysis Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, p SkillInstall · skills CLI | 5,944 | — | ||
| statsmodels Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, SkillInstall · skills CLI | 5,944 | — | ||
| sympy Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations SkillInstall · skills CLI | 5,944 | — | ||
| narrow-react-prop-types narrow React component prop types to match live code paths SkillInstall · skills CLI | 5,768 | — | ||
| migrate-to-shoehorn 将测试文件从 `as` 类型断言迁移到 @total-typescript/shoehorn。适用于用户提到 shoehorn、想替换测试中的 `as`，或需要局部测试数据时。 SkillInstall · skills CLI | 5,759 | — | ||
| scaffold-exercises 创建包含章节、题目、答案和讲解的练习目录结构，并确保通过 linting。适用于用户想 scaffold exercises、创建 exercise stubs，或设置新的课程章节时。 SkillInstall · skills CLI | 5,759 | — | ||
| setup-ts-deep-modules 在 TypeScript repo 中接入 dependency-cruiser，让每个 package 成为 deep module：implementation 隐藏在 subfolders 中，只能通过 entry-point files 访问。User-invoked。 SkillInstall · skills CLI | 5,759 | — | ||
| guarding-destructive-operations Add and review preconditions on operations that delete, overwrite, rewrite history, or resolve a caller-supplied name to a filesystem path — refusing SkillInstall · skills CLI | 5,375 | — | ||
| reviewing-ffmpeg-skill-changes Review a change to the ffmpeg-skill repository for the failures its own contract makes possible — a claim in a result document that is true at one lay SkillInstall · skills CLI | 5,375 | — | ||
| sweeping-defect-siblings Turn one reported defect in ffmpeg-skill into the full list of places the same thing happens — naming the defect's class (an input property, a shared SkillInstall · skills CLI | 5,375 | — | ||
| verifying-external-behavior Confirms what a third-party library, remote API, build backend, or scraped document actually does before writing code that depends on it — throwaway p SkillInstall · skills CLI | 5,375 | — | ||
| writing-defect-reports Establish a finding before you publish it, and correct it after — headlines that overstate what actually reproduces at the layer a user sees, reportin SkillInstall · skills CLI | 5,375 | — | ||
| algorithm-designer Design and document statistical algorithms with pseudocode and complexity analysis SkillInstall · skills CLI | 5,013 | — | ||
| causal-inference-r Run IV, DiD, and RDD analyses in R with proper diagnostics. Use when implementing causal inference methods, event studies, or treatment effect estimat SkillInstall · skills CLI | 5,013 | — | ||
| code-simplifier Simplify and clean up code after changes are complete. Reduces complexity, improves readability, and ensures consistency. SkillInstall · skills CLI | 5,013 | — | ||
| coding-guidelines Standardized Python & Stata coding practices for empirical research projects SkillInstall · skills CLI | 5,013 | — | ||
| compile-latex Compile a LaTeX manuscript with pdflatex (3 passes + bibtex). Use when compiling the research paper. SkillInstall · skills CLI | 5,013 | — | ||
| computational-inference Computational methods for statistical inference and optimization SkillInstall · skills CLI | 5,013 | — | ||
| data-analysis End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures. SkillInstall · skills CLI | 5,013 | — | ||
| econometrics-julia Julia-based econometric and structural estimation for computationally intensive tasks. Use for structural models, maximum likelihood, GMM, numerical o SkillInstall · skills CLI | 5,013 | — | ||
| econometrics-r R-based econometric analysis for academic research. Use when writing R code for panel data, difference-in-differences, instrumental variables, spatial SkillInstall · skills CLI | 5,013 | — | ||
| env-snapshot Captures tool versions, packages, and kernel info as a reproducibility record in notes/. Use when documenting the environment. SkillInstall · skills CLI | 5,013 | — | ||
| execute Executes all registered notebooks, strips noisy cell metadata, and syncs Jupytext pairs. Use when asked to re-run notebooks or refresh outputs. SkillInstall · skills CLI | 5,013 | — | ||
| freeze-check Checks whether registered notebooks have current, stale, or missing outputs. Use before rendering or to verify freshness. SkillInstall · skills CLI | 5,013 | — | ||
| init Fills all [FILL:] placeholders across the template to initialize a new research project. Use when setting up a freshly cloned project. SkillInstall · skills CLI | 5,013 | — | ||
| marimo Reactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment. Use when assembling S SkillInstall · skills CLI | 5,013 | — | ||
| new-analysis Scaffolds a method-specific analysis notebook (DiD, IV, RDD, LASSO, Panel FE) with boilerplate. Use when starting a new econometric analysis. SkillInstall · skills CLI | 5,013 | — | ||
| new-notebook Creates a Jupyter notebook with Jupytext pairing and registers it in _quarto.yml. Use when adding a new notebook. SkillInstall · skills CLI | 5,013 | — | ||
| numerical-methods Numerical algorithms and computational techniques for statistics SkillInstall · skills CLI | 5,013 | — | ||
| review-julia Run the Julia code review protocol on Julia scripts. Checks code quality, type stability, parallel computing patterns, and scientific computing standa SkillInstall · skills CLI | 5,013 | — | ||
| review-r Run the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report w SkillInstall · skills CLI | 5,013 | — | ||
| robustness-table Generates robustness check code and formats results as a combined table. Use for sensitivity analysis. SkillInstall · skills CLI | 5,013 | — | ||
| simulation-architect Design and implementation of comprehensive simulation studies SkillInstall · skills CLI | 5,013 | — | ||
| sync-tex Transfers prose edits from latex/index.tex (Overleaf) back into index.qmd. Use after pulling LaTeX edits from a collaborator. SkillInstall · skills CLI | 5,013 | — | ||
| techdebt Find and fix technical debt including duplicated code, dead code, outdated patterns, and code smells. Run at the end of sessions to clean up. SkillInstall · skills CLI | 5,013 | — | ||
| api-shape-explorer Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interfac SkillInstall · skills CLI | 4,708 | — | ||
| code-to-diagram Analyze codebases and automatically generate architecture diagrams, flowcharts, and org charts. Uses AST parsing to map import dependencies for Python SkillInstall · skills CLI | 4,708 | — | ||
| deep-module-refactor Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Us SkillInstall · skills CLI | 4,708 | — | ||
| linux-shell-scripting This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage use SkillInstall · skills CLI | 4,708 | — | ||
| typescript-pro Use when building TypeScript applications requiring advanced type systems, generics, or full-stack type safety. Invoke for type guards, utility types, SkillInstall · skills CLI | 4,708 | — | ||
| fable-review Launch an independent Fable code review and return it verbatim. Use for /fable-review, or when the user or another agent asks for a Fable review. SkillInstall · skills CLI | 4,307 | — |
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