Find the best skill for the current task across the entire skill library, including the dormant majority whose descriptions are never loaded into context.
Optimize agent skills for discoverability on ClawdHub/MoltHub. Use when improving search ranking, writing descriptions for semantic search, understanding how the registry indexes…
[METHODOLOGY] Design test scenarios for skills through user interview. Reads the target skill, interviews about scope and edge cases, saves scenario files for skill-testing to…
Evaluate a skill, draft the trust audit, and package the approved recommendation.
Validate Skill structure, contracts, dependencies, anti-patterns, and isolated execution — use when checking a Skill before promotion.
Use when creating, editing, auditing, or debugging skill names, descriptions, SKILL.md frontmatter, plugin skill metadata, discovery triggers, routing phrases, under-triggering,…
Internal skill that validates a new or modified AI DevStudio skill against project standards. Checks YAML frontmatter, token optimization section, line limit, and naming…
Execute robust HTTP/HTTPS requests (GET, POST, PUT, DELETE) with custom headers, JSON bodies, and query parameters.
Automate repetitive tasks efficiently using scripts, scheduled jobs, and workflows. Streamline builds, deployments, and manual processes with cron, Task Scheduler, or custom…
How WinDAGs constructs prompts for agent nodes. Encodes the hypertree structure, DSPy signature model, 4-section subagent pattern, discourse metadata, and memory-scored context…
Generate comprehensive Spanish README.md documentation for Svelte 5 projects with Mermaid diagrams. Use when art-vandeley detects a Svelte/SvelteKit codebase.
Generate structured AI agent skills (SKILL.md) and llms.txt from your TypeScript API documentation — from pradeepmouli/skillit
Bootstrap an AI-agent skill from a TypeScript codebase by running the deterministic skillit generate/audit loop and enriching repo source (JSDoc, README, config-type properties,…
Documentation conventions for generating high-quality AI agent skills from TypeScript source. Use when preparing a library for skill generation, auditing JSDoc quality, f — from…
TypeDoc plugin that generates AI agent skills (SKILL.md) from TypeScript API documentation Use when working with agent-skills, ai, documentation, llm, skill-md, typedoc — from…
Biblioteca de componentes Three.js + React Three Fiber para webs 3D. Usar cuando el usuario pida: esferas 3D con texturas, campos de estrellas, modelos glTF, partículas WebGL,…
MONAD-grounded cognitive architecture for AI memory as morphemic substrate navigation. Memory is not storage but substrate sampling - accessing the same structure that underlies…
Build high-quality Agent Skills for Claude following official Anthropic best practices. Covers SKILL.md structure, frontmatter, description writing, progressive disclosure,…
PaaS self-hosted alternativa a Vercel/Heroku/Netlify. Deploy de apps Docker con push-to-deploy, SSL automático, 280+ servicios one-click, gestión multi-servidor.
Analisa lacunas de capacidade da força de trabalho contra um conjunto de capacidades-alvo e recomenda build/buy/borrow por gap.
Create and maintain AGENTS.md / CLAUDE.md snippet indexes that route tasks to the correct dotnet-skills skills and agents (including compressed Vercel-style indexes).
Multi-backend deep learning library for building, training, running inference, and saving neural network models in Python.
N-dimensional array computing library providing array types, vectorized operations, linear algebra, FFT, random sampling, and testing utilities.
用 vercel-labs/skills（npx skills）发现、搜索、安装、移除、更新 Agent Skills。用户提及 skills store、技能商店、安装 skill、搜索 skill、npx skills、skills.sh 时使用。安装/移除/更新必须明确指定项目目录或全局。外部 skill 安装前必须做安全审计。
Suppress skill-listing attachments in test mode so discoverability noise does not interfere with deterministic test behavior.
Set up or repair a Skipper environment so the `skipper` skill can run: locate/install the CLI, start Docker, sign in, and check balance.
Install and use the Skirmish CLI to write, test, and submit JavaScript battle strategies. Use when building Skirmish bots, running matches, or submitting to the ladder at…
Run, inspect, and manage entries in the user's skit library — their personal hub, manager, and launcher for scripts in many languages (Python, shell, JS/TS, and more),…
Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.
Yeni özellikler yazarken, hata düzeltirken veya kod refactor ederken bu skill'i kullanın. Unit, integration ve E2E testlerini içeren %80+ kapsam ile test güdümlü geliştirmeyi…
The GraphQL pipeline for SKMTC generators — authoring generators whose input schema is GraphQL SDL rather than OpenAPI.
The Kotlin target-language layer for Skmtc generators (@skmtc/lang-kotlin): base factories, KtSnippet, the seven entity kinds, packages-from-paths imports, the head+value render…
The TypeScript target-language layer for Skmtc generators (@skmtc/lang-typescript): projection base factories, TsSnippet, the three register shapes, identifier kinds and the…
Skopeo is a command-line tool for working with container images and registries without requiring a running daemon.
Skriptoteket frontend development (FastAPI backend + full Vue/Vite SPA) using the HuleEdu-aligned stack (Vue 3.5.x + Vite + TypeScript, Pinia, Vue Router, Tailwind CSS v4…
Use when authoring, building, debugging, or auditing a native SKSE/CommonLibSSE-NG C++ plugin, hook, event sink, or Papyrus-native DLL interface.
Read-only Skyrim-specific correctness and maintainability review for Papyrus, native code, plugin tooling, runtime-patching
Understanding the Osprey moderation infrastructure — system architecture, ClickHouse data access, schema reference, and relationship to Ozone labelling.
Use when fixing Osprey SML validation errors or reviewer-identified issues. Contains error categories, fix patterns, and debugging workflow.
Generate PPTs from topics or templates, edit existing presentations via natural language, or perform local file operations (delete/reorder/merge slides).
Testing Service Level Agreements and Objectives including availability targets, latency percentiles, error budgets, and automated SLO compliance reporting.
Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAut — from…
Foundation skill for Slack Go SDK. Use when setting up a new Slack bot, initializing the API client, choosing between Web API vs Socket Mode vs Events API, implementing error…
Real-time Slack event listener via WebSocket. Use when the user wants to watch for Slack messages, monitor channels, listen for notifications, or stream Slack events in real-time.
Search for Slack users by username with intelligent caching. Returns user IDs for DMs and maintains a local cache to avoid repeated API calls.
Receive and verify Slack Events API webhooks. Use when setting up Slack webhook handlers, debugging Slack signature verification, handling the url_verification challenge, or…
Builds interactive Slack workflows using the Bolt SDK for JavaScript and Block Kit Builder API. Handles modal forms, scheduled messages, and webhook integrations.
Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics,…
Slash GraphQL integration. Manage data, records, and automate workflows. Use when the user wants to interact with Slash GraphQL data.
Guide for creating, modifying, and running WPUnit integration tests with slic (StellarWP Local Interactive Containers).
A disciplined loop for implementing, fixing, refactoring, or unblocking a single feature or slice in an existing codebase.
Use when the user asks for slides, a slide deck, or a presentation about a code repository, one of its subsystems, a feature, an architecture area, or its recent changes.
Enable live audience reactions and feedback during Slidev presentations with WebSocket-powered real-time updates
Diagnoses GitHub Actions failures and attributes CI time and cost using StarSling's `sling` CLI. Invoke this BEFORE using `gh` or fetching any logs whenever the user asks why a…
Senior reliability engineer defining a service's reliability contract: choose SLIs, set an SLO target and measurement window, compute the error budget (100% minus the SLO), and…
Use when the user wants to create, update, pull, push, or delete SLO definitions. Trigger on phrases like "create an SLO", "update SLO objective", "push SLO", "pull SLOs", "delete…
SLI/SLO/SLA and error budget workflow: define service level indicators, set objectives, calculate error budgets, implement burn rate alerting, and use error budgets to gate risky…
Structured logging workflow for debugging code paths with per-run log files in `.context/slog`. Use when the user says "use slog", asks for structured logging, wants you to…
\"Register new MCP server with slop-mcp supporting command, SSE, streamable, or Python package types.
\"Execute tool on specific slop-mcp managed MCP server after discovery verifies target exists. 先以元工具驗證後，方在 slop-mcp 管理之 MCP 服務器執行工具。 Use when: running known tool, testing tool's…