自动化
工作流自动化与调度
agent-orchestration
yonatangross
Agent orchestration patterns for agentic loops, multi-agent coordination, alternative frameworks, and multi-scenario workflows. Use when building autonomous agent loops, coordinating multiple agents, evaluating CrewAI/AutoGen/Swarm, or orchestrating complex multi-step scenarios.
langgraph
yonatangross
LangGraph workflow patterns for state management, routing, parallel execution, supervisor-worker, tool calling, checkpointing, human-in-loop, streaming, subgraphs, and functional API. Use when building LangGraph pipelines, multi-agent systems, or AI workflows.
quality-gates
yonatangross
Use when assessing task complexity, before starting complex tasks, when stuck after multiple attempts, or reviewing code against best practices. Provides quality-gates scoring (1-5), escalation workflows, and pattern library management.
Execution Workflow
takeokunn
This skill should be used when the user asks to "execute task", "implement feature", "delegate work", "run workflow", "review code", "code quality check", or needs task orchestration and code review guidance. Provides execution, delegation, and code review patterns.
Org Ecosystem
takeokunn
This skill should be used when the user asks to "write org", "org-mode", "org file", ".org file", "org syntax", "org document", "org babel", "org export", "org agenda", "org capture", "GTD", "literate programming", "org publishing", or "org-mode workflow". Provides comprehensive Org-mode patterns and best practices.
brainstorming
yonatangross
"Design exploration with parallel agents. Use when brainstorming ideas, exploring solutions, or comparing alternatives."
remembering
oaustegard
Advanced memory operations reference. Basic patterns (profile loading, simple recall/remember) are in project instructions. Consult this skill for background writes, memory versioning, complex queries, edge cases, session scoping, retention management, type-safe results, proactive memory hints, GitHub access detection, and ops priority ordering.
creating-bookmarklets
oaustegard
Creates browser-executable JavaScript bookmarklets with strict formatting requirements. Use when users mention bookmarklets, browser utilities, dragging code to bookmarks bar, or need JavaScript that runs when clicked in the browser toolbar.
dart-log-failure-parser
flutter
Parse failures from Dart and Flutter test logs.
using-agentcairn-memory
ccf
Use when AgentCairn memory tools are loaded and starting a non-trivial task or finishing a decision/fix — recall prior memory before working, and remember durable facts worth carrying across sessions.
airflow
G1Joshi
Apache Airflow workflow orchestration. Use for data pipelines.
generate-skill
TanStack
Use when creating or extending library skill batches, updating guidance after library source or docs change, configuring repository skill distribution, or acting on an Intent review report, including when the maintainer asks only for the library change. For full-library discovery or taxonomy design, use domain-discovery; for generating an approved full-library tree, use tree-generator.
spacy
G1Joshi
spaCy NLP library with pipelines. Use for text processing.
github-copilot
G1Joshi
GitHub Copilot AI code suggestions and chat. Use for code completion.
ux-researcher
dylantarre
Use when evaluating animation usability, conducting motion studies, or when researching how animation affects user perception and task completion.
requirements-clarity
softaworks
Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core questions - Why? (YAGNI check) and Simpler? (KISS check) - to ensure clarity before coding.
humanizer
softaworks
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases. Credits: Original skill by @blader - https://github.com/blader/humanizer
user-insight-synthesis
rsmdt
Interview techniques, persona creation, journey mapping, and usability testing patterns. Use when planning research, conducting user interviews, creating personas, mapping user journeys, or designing usability tests. Essential for user-research, requirements-analysis, and interaction-architecture agents.
openclaw-control
RTGS2017
控制和管理 OpenClaw AI 助手。用于发送消息给 OpenClaw、检查状态、管理配置和安装技能。当用户想要与 OpenClaw 交互或管理 OpenClaw 时使用此技能。
openai-playwright
trailofbits
Use when the task requires automating a real browser from the terminal (navigation, form
ccs-delegation
kaitranntt
Auto-activate CCS CLI delegation for deterministic tasks. Parses user input, auto-selects optimal profile (glm/kimi/custom) from ~/.ccs/config.json, enhances prompts with context, executes via ccs {profile} -p "task" or ccs {profile}:continue, and reports results. Triggers on "use ccs [task]" patterns, typo/test/refactor keywords. Excludes complex architecture, security-critical code, performance optimization, breaking changes.
slime-user
yzlnew
Guide for using SLIME (LLM post-training framework for RL Scaling). Use when working with SLIME for reinforcement learning training of language models, including setup, configuration, training execution, multi-turn interactions, custom reward models, tool calling scenarios, or troubleshooting SLIME workflows. Covers GRPO, GSPO, PPO, Reinforce++, multi-agent RL, VLM training, FSDP/Megatron backends, SGLang integration, dynamic sampling, and custom generation functions.
planning-patterns
romiluz13
"Internal skill. Use cc10x-router for all development tasks."
literature-synthesis
dozybot001
Synthesize literature, findings, or multiple sources into a coherent report. Use when task involves literature review, synthesizing research, or combining multiple inputs into themes and conclusions.