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AI agents and automation
code-reviewer
by alirezarezvani
Automatic code quality and best practices analysis. Use proactively when files are modified, saved, or committed. Analyzes code style, patterns, potential bugs, and security basics. Triggers on file changes, git diff, code edits, quality mentions.
langchain
by davila7
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, tool calling, memory management, and vector store retrieval. Use for building chatbots, question-answering systems, autonomous agents, or RAG applications. Best for rapid prototyping and production deployments.
dispatching-parallel-agents
by davila7
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
vm-snapshot-create
by RHEcosystemAppEng
Create virtual machine snapshots for backup and recovery with comprehensive storage backend analysis. Use when: - "Create a snapshot of VM [name]" - "Backup VM [name] before upgrade" - "Take a snapshot of [vm]" Analyzes storage capabilities, guest agent status, and consistency guarantees before creating snapshots. NOT for VM cloning (use vm-clone to create independent copies).
agent-evaluation
by davila7
"Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent."
checklist-runner
by SynkraAI
Generic checklist execution engine for any .md checklist. Use this skill when an agent needs to validate work against a checklist. Supports YOLO (autonomous) and interactive modes with pass/fail/partial verdicts.
octocode-documentation-writer
by bgauryy
This skill should be used when the user asks to "generate documentation", "document this project", "create docs", "write documentation", "update documentation", "document all APIs", "generate onboarding docs", "create developer docs", or needs comprehensive codebase documentation. Orchestrates parallel AI agents to analyze code and produce documentation files.
prompt-agent
by prompt-security
Security audit enforcement for AI agents. Automated security scans and health verification.
modular-skills
by athola
Architect skills as modular blocks to control token usage and complexity.
clear-context
by athola
'Automatic context management with graceful handoff to continuation subagent.
say-hi
by amilich
Respond with a friendly greeting. Use when the user says hi, hello, greets the agent, or asks to be greeted.
agentic-development
by alinaqi
Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)
agents-md
by getsentry
This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Guides discovery of local skills and enforces minimal documentation style.
massgen-config-creator
by massgen
Guide for creating properly structured YAML configuration files for MassGen. This skill should be used when agents need to create new configs for examples, case studies, testing, or demonstrating features.
alphabetically-ordered-aliases
by blockscout
Ensure that aliases are alphabetically ordered within their groups to maintain consistent code style and address Credo readability warnings.
workflow
by EpicenterHQ
Standard workflow for implementing features with specs and planning documents. Use when starting a new feature, planning implementation, or working on any non-trivial task.
cursor-skill-creator
by tech-leads-club
Creates Cursor-specific AI agent skills with SKILL.md format. Use when creating skills for Cursor editor specifically, following Cursor's patterns and directories (.cursor/skills/). Triggers on "cursor skill", "create cursor skill".
figma-implement-design
by tech-leads-club
Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.
cursor-subagent-creator
by tech-leads-club
Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows. Use when creating subagents for Cursor editor specifically, following Cursor's patterns and directories (.cursor/agents/). Triggers on "cursor subagent", "cursor agent".
subagent-creator
by tech-leads-club
Guide for creating AI subagents with isolated context for complex multi-step workflows. Use when users want to create a subagent, specialized agent, verifier, debugger, or orchestrator that requires isolated context and deep specialization. Works with any agent that supports subagent delegation. Triggers on "create subagent", "new agent", "specialized assistant", "create verifier".
dyad:multi-pr-review
by CoWork-OS
Multi-agent code review system that spawns three independent Claude sub-agents to review PR diffs. Each agent receives files in different randomized order to reduce ordering bias. One agent focuses specifically on code health and maintainability. Issues are classified as high/medium/low severity (sloppy code that hurts maintainability is MEDIUM). Results are aggregated using consensus voting - only issues identified by 2+ agents where at least one rated it medium or higher severity are reported. Automatically deduplicates against existing PR comments. Always posts a summary (even if no new issues), with low priority issues mentioned in a collapsible section.
massgen-log-analyzer
by massgen
Run MassGen experiments and analyze logs using automation mode, logfire tracing, and SQL queries. Use this skill for performance analysis, debugging agent behavior, evaluating coordination patterns, and improving the logging structure, or whenever an ANALYSIS_REPORT.md is needed in a log directory.
skill-organizer
by massgen
Analyze, reorganize, and catalog all installed skills. Merges overlapping skills, restructures the filesystem hierarchy, and generates a compact SKILL_REGISTRY.md routing guide for system prompts.
ai-article
by itwanger
自动搜集AI领域热点或根据指定选题,按照二哥的写作风格完成AI技术类文章撰写。专注于AI Coding工具实测(Claude Code、Qoder、Cursor、TRAE等)、大模型工程化落地(SpringAI、LangChain、RAG等)、AI Agent和工作流编排、国产大模型评测(GLM、通义千问、DeepSeek、MiniMax、Kimi等)、各种AI工具、Agent工具的评测。触发关键词:写一篇AI文章、AI技术文章、大模型测评、AI工具实测、GLM、Claude Code、Qoder、Cursor、TRAE、SpringAI、RAG、Agent、工作流、国产大模型、搜集AI热点、AI选题等。