Discover
Discover and install skills, docs, and rules to enhance your AI agent's capabilities.
| Name | Contains | Score |
|---|---|---|
thoughtboat/copilot-skills-that-work Reviews and refactors .NET/C# code: fixes async patterns, validates DI registration, corrects error handling, adds documentation, enforces style conventions. USE FOR: review C# code, audit project, enforce coding standards, apply .NET best practices, clean up code, fix style issues, apply coding standards, tidy up this file, make this idiomatic C#, fix code quality issues, get PR-ready, prepare for code review, add documentation, fix async patterns, check DI registration, check error handling, fix configuration, bring this up to standard, make this code production-ready. DO NOT USE FOR: non-.NET codebases, read-only .NET questions, trivial single-variable edits. | Skills | |
rohitg00/skillkit Discovers, searches, and installs skills from multiple AI agent skill marketplaces (400K+ skills) using the SkillKit CLI. Supports browsing official partner collections (Anthropic, Vercel, Supabase, Stripe, and more) and community repositories, searching by domain or technology, and installing specific skills from GitHub. Use when the user wants to find, browse, or install new agent skills, plugins, extensions, or add-ons; asks 'is there a skill for X' or 'find a skill for X'; wants to explore a skill store or marketplace; needs to extend agent capabilities in areas like React, testing, DevOps, security, or APIs; or says 'browse skills', 'search skill marketplace', 'install a skill', or 'what skills are available'. | Skills | |
kepano/obsidian-skills Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page. Do NOT use for URLs ending in .md — those are already markdown, use WebFetch directly. | Skills | |
AgriciDaniel/claude-ads Audit paid-ad copy, images, video, hooks, concepts, format coverage, platform-native fit, message match, creative fatigue, accessibility, and policy across supported platforms. Use for creative audit, ad creative, creative fatigue, creative diversity, ad copy review, video review, image review, or production priorities. | Skills | |
Hygiene patterns for any OpenCV + dlib vision pipeline: camera index probing + macOS init quirks, warmup that verifies real frames, frame-skip policy for expensive inference. Contains: camera-setup Open and warm up a cv2.VideoCapture reliably, probe for real (non-black) frames before starting the main loop, and handle macOS index enumeration quirks. Use when a VideoCapture call succeeds but returns black/stale frames, when switching between built-in and USB webcams, or when the first ~5 seconds of a pipeline produce zero face detections. frame-skip-policy Run expensive per-frame inference (face recognition, emotion classification, ViT embeddings) at a fraction of the capture rate so the camera loop stays responsive. Use when designing a vision pipeline that combines high-rate capture (30fps+) with heavy per-frame work (dlib, ViT, DeepFace) and you don't need every frame to be inferred. | SkillsRules | |
v1.2.0 Create tessl tiles with docs, rules, and skills. Contains: tile-creator Create tessl tiles containing docs, rules, or skills. Use when a user wants to create a tile, package content for tessl, or needs help with tile.json configuration. Also triggers on "create tile from", "convert to tile", "turn into tile", "make tile from", or "tile this repo" for existing content. | Skills | |
v0.4.0 Intelligent next-steps engine with personality-driven suggestions. Generates dynamic, context-aware follow-up actions with expert mentorship tone, pattern recognition, and trust-building mechanics. Features 4 personality profiles (Friendly Expert, Chill Buddy, Straight Shooter, Thoughtful Mentor), confidence markers, and session continuity. Leverages persistent memory, self-improving preference learning, and concise signal-dense suggestions to psychically anticipate what users need next. Use when: (1) user completes a question or task, (2) user needs guidance on what to do next, (3) agent wants to proactively suggest trusted follow-up actions. Contains: nextsteps Append context-aware next-step suggestions after every agent response. Generates actionable follow-ups, surfaces unfinished tasks from memory, and includes at least one creative lateral suggestion. Self-learns user preferences for count, categories, and format. Use when: (1) any response is generated and nextsteps is active, (2) user says /nextsteps, "next steps", "what should I do", "suggestions", "what now", (3) user wants to customize suggestion count, categories, or format, (4) user says "disable next steps" or "enable next steps". | Skills | |
Prisma ORM patterns — schema design, migrations, type-safe queries, testing, error handling, and performance Contains: prisma-best-practices Prisma ORM patterns — schema design, migrations, type-safe queries, relations, transactions, connection pooling, error handling, testing, raw SQL safety, and performance. Use when building or reviewing apps with Prisma, when setting up a new database with Prisma, when writing tests for Prisma-backed code, or when debugging query performance. | Skills | |
Apply software design principles across architecture and implementation using deterministic decision workflows, SOLID checks, structural patterns, and anti-pattern detection; use when reviewing designs, refactoring modules, or resolving maintainability and coupling risks. Contains: software-design-principles Apply SOLID principles, detect design anti-patterns, and evaluate architectural tradeoffs for code reviews, design decisions, and refactoring. Use when reviewing code for maintainability issues, evaluating architecture decisions, identifying code smells and technical debt, or refactoring modules with coupling or testability problems. | Skills | |
Execute a strict Red-Green-Refactor TDD cycle — one requirement at a time — in any language or framework. Contains: behavioural-tdd Execute a strict Red-Green-Refactor TDD cycle for a single requirement at a time, in any language or framework. Use when the user provides a business rule, acceptance criterion, or feature requirement and wants a failing test written first, followed by minimum implementation, then a clean refactor. Works for unit tests, integration tests, UI component tests, and API tests across stacks including TypeScript, JavaScript, React, .NET (C#/xUnit/NUnit), Python, Java, and others. Triggered by phrases like "write a test first", "TDD", "red-green-refactor", "behavioral test", "test-driven", "failing test first", or "write the test before the code". | Skills | |
Extract actionable insights and valuable artifacts from web posts, articles, and technical documentation. Use when summarizing content, extracting key ideas from URLs/articles, preserving code snippets and diagrams, or creating visual summaries. Triggers on requests like "summarize this post", "extract insights from", "distill this article", "what are the key takeaways", or when a URL is shared for analysis. Contains: content-distiller Extract actionable insights and valuable artifacts from web posts, articles, and technical documentation. Use when summarizing content, extracting key ideas from URLs/articles, preserving code snippets and diagrams, or creating visual summaries. Triggers on requests like "summarize this post", "extract insights from", "distill this article", "what are the key takeaways", or when a URL is shared for analysis. | Skills | |
v0.4.0 Curated library of atomic skills and personas for Hanami, dry-rb, and ROM Ruby development. Covers actions, slices, repositories, relations, changesets, providers, DI, operations, TDD, CLI, views, routing, validation, and 10 orchestration personas. Shared Ruby process skills have moved to ruby-core-skills. Uses Markdown + Front-matter architecture. Contains: review-security Use when conducting a security audit, security review, vulnerability assessment, vulnerability check, or secure coding review on Hanami 2.x applications — validate params via the Params DSL in every Action, verify CSRF protection is enabled in config/app.rb, audit authentication checks via explicit `before :authenticate!`, check authorization with role/permission checks, never log passwords/tokens/secrets, use ROM query interface to prevent SQL injection (no string interpolation in `where("...")`), never use `raw` on user input in templates, store secrets in settings not hardcoded, and return generic error messages for auth failures. Validates parameter handling, CSRF, auth integration, XSS, session configuration, and hardening posture. | Skills | |
SpecterOps/Nemesis Manages Python package dependencies. Use when adding, upgrading, removing, or syncing Python/pypi packages in projects or libs. | Skills | |
gitlabhq/orbit-knowledge-graph Query GitLab Orbit via `glab orbit remote` CLI subcommands or run a local copy with `glab orbit local`. Use for code-structure questions (who calls this function, where is this symbol defined), cross-project dependency and blast-radius analysis, merge-request and contributor queries that require relationship traversal or aggregation, repository map / repo-map generation, and any question spanning relationships, cross-entity joins, or multi-entity aggregation across GitLab entities (projects, users, MRs, issues, pipelines, files, definitions, vulnerabilities). Do not use for single-entity GitLab lookups or write operations that `glab` handles directly (e.g. `glab mr view`, `glab mr create`). | Skills | |
openai/plugins Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. | Skills | |
udecode/plate React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization. Teaches when NOT to use Effect and better alternatives. | Skills | |
redis/agent-filesystem Read and update the team's shared PRD in the team-prd AFS workspace. Trigger when the user asks about current/inflight/done work, wants to start a new work item, mark something complete, or add an open question to the team's spec. Enforces per-dev subdir isolation to avoid write conflicts between multiple developers' agents. | Skills | |
cloudflare/skills Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. | Skills | |
trailofbits/skills Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP, JavaScript, TypeScript, Python, or Ruby. | Skills | |
elevenlabs/skills Convert text to speech using ElevenLabs voice AI. Use when generating audio from text, creating voiceovers, building voice apps, or synthesizing speech in 70+ languages. | Skills |
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