Agents
AI agents and automation
slop-analyzer
by afk-agents
"Use this skill when you need to analyze writing for AI-like patterns and get actionable suggestions for making text sound more natural and human-written. This is particularly useful after drafting or editing creative writing, essays, or blog posts. The agent uses the /slop-score skill to identify problematic patterns and provides specific revision suggestions.\n\n<example>\nContext: The user has just finished writing a blog post draft and wants feedback on naturalness.\nuser: \"I just finished my draft in drafts/ai-future-essay.md. Can you check it for AI-sounding language?\"\nassistant: \"I'll use the slop-analyst agent to analyze your draft for AI-like patterns and get specific suggestions for improvement.\"\n<commentary>\nSince the user wants to check their writing for AI patterns, use the Task tool to launch the slop-analyst agent which specializes in this analysis using the /slop-score skill.\n</commentary>\n</example>\n\n<example>\nContext: The parent agent has made significant edits to a piece and wants to verify the writing still sounds natural.\nuser: \"Please revise this paragraph to be more engaging\"\nassistant: \"Here's the revised paragraph: [revised text]\"\n<commentary>\nAfter making substantial revisions, it would be valuable to check if the new text sounds natural. Use the Task tool to launch the slop-analyst agent to analyze the revised content.\n</commentary>\nassistant: \"Let me also run this through the slop-analyst to make sure the revisions sound natural.\"\n</example>\n\n<example>\nContext: User is working on creative writing and mentions concerns about their writing sounding robotic.\nuser: \"Something feels off about this story I wrote. It doesn't sound like me.\"\nassistant: \"I'll have the slop-analyst examine your story to identify any patterns that might be making it feel unnatural.\"\n<commentary>\nThe user's concern about authenticity is exactly what the slop-analyst is designed to address. Use the Task tool to launch it for detailed pattern analysis.\n</commentary>\n</example>"
ralph-loop
by addozhang
Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support via pty:true. Plans/builds code via PROMPT.md + AGENTS.md, SPECS and IMPLEMENTATION_PLAN.md. Includes PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions. Users request loops, agents execute using tools.
cc-dev-skills
by choru-k
Guide for creating effective skills. Use for "create a skill", "new skill", "write a SKILL.md", "update a skill", "skill template", or extending Claude's capabilities with specialized workflows and tools.
architecting-agents
by Git-Fg
"Provides industry-proven design patterns for effective AI agents based on production systems like Claude Code, Manus, and Cursor. Use when designing agent architectures, optimizing context management, or implementing sub-agent patterns."
mcp-server-development
by dmonteroh
"Build high-quality MCP (Model Context Protocol) servers: workflow-first tool design, tight schemas, predictable outputs, safe error handling, and eval-driven iteration. Framework-agnostic (Node/TS or Python). No web fetching required."
agent-builder
by Within-7
Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to understand agent architecture, agentic patterns, or autonomous AI (3) need help with capabilities, subagents, planning, or skill mechanisms (4) ask about Claude Code, Cursor, or similar agent internals (5) want to build agents for business, research, creative, or operational tasks Keywords: agent, assistant, autonomous, workflow, tool use, multi-step, orchestration
session-handoff
by cachemoney
"Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session ending, (5) user says 'save state', 'create handoff', 'I need to pause', 'context is getting full', (6) resuming work with 'load handoff', 'resume from', 'continue where we left off'. Proactively suggests handoffs after substantial work (multiple file edits, complex debugging, architecture decisions). Solves long-running agent context exhaustion by enabling fresh agents to continue with zero ambiguity."
track-issue-flow
by myuon
Operate the local-first track issue workflow from request intake to completion using the CLI. Use this when users ask to list issues, pick a numbered item from track list, inspect details with track show, update status/priority/labels, or move an issue into active work while keeping progress visible in the tracker.
owasp-kubernetes-top-10
by yariv1025
"OWASP Kubernetes Top 10 - prevention, detection, and remediation for Kubernetes security. Use when designing or reviewing K8s workloads and clusters - workload config, supply chain, RBAC, policy enforcement, logging, authentication, network segmentation, secrets, cluster components, vulnerable components."
forge-build
by fwehrling
FORGE Dev Agent — Implements a story with unit + functional tests. Usage: /forge-build or /forge-build STORY-XXX
workers-specialist
by SteveLeve
Provide Cloudflare Workers runtime guidance for routing, bindings, performance, security headers, rate limiting, and Hono patterns used in this repo.
create-agent
by khw1031
Claude Code Agent를 생성합니다. 에이전트 생성, AGENT.md 작성, 새 에이전트 만들기 요청 시 활성화.
migration-skill
by PloLink
从 Cursor 开发模式迁移到 Claude Code 开发模式的完整指南。当项目需要从 Cursor AI IDE 切换到 Claude Code CLI 时使用此技能，包括配置迁移、文档结构转换、工作流适配等。
busirocket-refactor-workflow
by BusiRocket
Enforces strict refactoring workflow for TypeScript/React codebases. Use when
spendguard-strict-budget-runner
by cynsta
Run application agents through SpendGuard with strict hard budget caps. Use when setting up spendguard-sidecar, creating agent IDs, setting or topping budgets, sending OpenAI/Grok/Gemini/Anthropic calls through SpendGuard endpoints, and troubleshooting budget enforcement errors like insufficient budget, in-flight lock conflicts, missing x-cynsta-agent-id, or remote pricing signature failures.
writing-skills
by as4584
Use when creating new skills, editing existing skills, or verifying skills work before deployment
summarize-ai-agent-trends
by Ontos-AI
Summarizes weekly trends for 'AI Agent Tools', providing a Top 10 table with names, official links, core capabilities, and application scenarios, along with reusable research steps.
diverse-content-gen
by rfxlamia
"Agent workflow for generating highly diverse creative content using Verbalized Sampling (VS) technique. Use when user requests multiple variations, brainstorming, creative ideas, or when standard prompting produces repetitive outputs. Increases diversity by 1.6-2.1× while maintaining quality. Works for: blog posts, social media captions, stories, campaign ideas, product descriptions, taglines, and open-ended creative tasks."
deep-learning
by mikonos
全能深度阅读工具（All-in-One Deep Reading）。适用于书/长文/研报/论文的深度消化。Use when 用户要深度消化一本书/长文/研报/论文并构建知识网络、产出结构笔记与原子笔记。融合 Mortimer Adler（结构）、Feynman（解释）、Luhmann（网络）、Pragmatist（工具化）、Critics（辩论）；强制 High Fidelity 案例保留与 Actionable 工具提取。关键词：深度阅读、结构笔记、deep learning、卢曼。
iterm2-agent
by xjthy001
Control iTerm2 terminal sessions — read the screen, run commands, send keystrokes, interact with TUIs, monitor output, and manage panes. Use when the user mentions iTerm2, terminal control, split pane, read screen, send keys, or session management. Triggers on "what's on my terminal", "run this in iTerm", "split the terminal", "stop the process", "monitor the output".
ai-era-architecture-principles
by shimo4228
"Framework adoption decision matrix: custom vs large frameworks in the Claude Code era. Use when evaluating whether to adopt a large framework or build custom with AI."
superplan
by choru-k
Hierarchical planner for big/medium/small tiers. Resolves save location, selects one tier, and executes that tier directly. Supports root→phase→item expansion workflow.
sensitive-browser
by napoleond
Execute sensitive browser actions (login, payments, form filling) outside the core agent loop using a dedicated CLI tool. Use when Claude needs to handle credentials, payment information, or other sensitive data in browser automation workflows. Triggers when users ask to log into websites, fill payment forms, or perform authenticated browser actions where sensitive data must be kept secure and separate from the main agent context.
langgraph-python-expert
by StrayDragon
Expert guidance for LangGraph Python library. Build stateful, multi-actor applications with LLMs using nodes, edges, and state management. Use when working with LangGraph, building agent workflows, state machines, or complex multi-step LLM applications. Requires langgraph, langchain-core packages.