Prompts
Prompt engineering and templates
app-builder
by sickn33
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
ai-dev-jobs-mcp
by sickn33
"Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP"
agent-base-template-generator
by ruvnet
Agent skill for base-template-generator - invoke with $agent-base-template-generator
example-skill
by iterate
Example skill published from iterate's root skills directory
Math-To-Manim
by HarleyCoops
This skill should be used when the user asks to "create a math animation", "animate a mathematical concept", "generate Manim code", "visualize [topic] with animation", "explain [concept] visually", "create an educational video", "build a Manim scene", or mentions "reverse knowledge tree", "prerequisite discovery", or "verbose prompt generation". Provides a complete six-agent workflow for transforming any concept into professional Manim animations through recursive prerequisite discovery.
edge-hint-extractor
by tradermonty
Extract edge hints from daily market observations and news reactions, with optional LLM ideation, and output canonical hints.yaml for downstream concept synthesis and auto detection.
agent-coordination
by ruvnet
Agent spawning, lifecycle management, and coordination patterns. Manages 60+ agent types with specialized capabilities. Use when: spawning agents, coordinating multi-agent tasks, managing agent pools. Skip when: single-agent work, no coordination needed.
ai-rag
by vasilyu1983
Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search systems. Modern patterns for retrieval-augmented generation and semantic search.
ai-mlops
by vasilyu1983
Production MLOps and ML/LLM/agent security skill for deploying and operating ML systems in production (registry + CI/CD, serving, monitoring/drift, evaluation loops, incident response/runbooks, and governance), including GenAI security (prompt injection, jailbreaks, RAG security, privacy, and supply chain).
agents-mcp
by vasilyu1983
Configure and build Model Context Protocol (MCP) servers for AI coding agent integration (Claude Code, Codex CLI). Set up database, filesystem, git, and API connections. Build custom MCP servers with TypeScript/Python SDK, implement tools and resources, configure transports (stdio, HTTP), and deploy for production. Advises when to use MCP vs direct tool calls.
ai-llm-inference
by vasilyu1983
"Operational patterns for LLM inference: latency budgeting, tail-latency control, caching, batching/scheduling, quantization/compression, parallelism, and reliable serving at scale. Emphasizes production-grade performance, cost control, and observability."
aigcpanel-skills
by modstart-lib
通过 AigcPanel Pro 内置 HTTP 接口调用本地 AI 模型。当需要列出可用模型、调用模型生成内容、或查询任务结果时使用本技能。适用场景：自动化脚本调用 AI 模型、外部程序集成 AigcPanel Pro、批量处理任务。
index-knowledge
by tursodatabase
Generate hierarchical AGENTS.md knowledge base for a codebase. Creates root + complexity-scored subdirectory documentation.
sys-configure
by nyldn
Configure Claude Octopus providers and preferences. Use when: Use this skill when the user wants to "configure Claude Octopus", "setup octopus",. "configure providers", "set up API keys for octopus", or mentions octopus configuration.
moai-workflow-project
by modu-ai
Integrated project management system with documentation, language initialization, and template optimization modules. Use when setting up projects, generating documentation, configuring multilingual support, or optimizing templates.
mpm-workflow
by bobmatnyc
Manage and customize MPM workflow configurations with local overrides
ask
by bfly123
Send the user's request to specified AI provider asynchronously
dei-statement-drafter
by aipoch
Draft Diversity, Equity, and Inclusion statements for academic applications
all-plan
by bfly123
Collaborative planning using abstract roles (designer + inspiration + reviewer).
agent-base-template-generator
by ruvnet
Agent skill for base-template-generator - invoke with $agent-base-template-generator
engineering-skills
by alirezarezvani
"23 engineering agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS, MS365. 30+ Python tools (stdlib-only)."
unity-shader
by Besty0728
"Shader creation and management. Use when users want to create or inspect shaders. Triggers: shader, HLSL, ShaderLab, Unlit, Standard, custom shader, 着色器, 创建Shader."
super-save
by supermemoryai
Save important project knowledge to memory. Use when user wants to preserve architectural decisions, significant bug fixes, design patterns, or important implementation details for team reference.
llm-test
by elie222
Guidelines for writing tests for LLM-related functionality