自动化
工作流自动化与调度
feature-flag-playbook
proflead
Plan feature flag rollout and cleanup. Use when a mid-level developer needs controlled release guidance.
team-onboarding-guide
proflead
Create an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.
data-structure-chooser
proflead
Recommend basic data structures for a task. Use when a junior developer needs help choosing lists, maps, or sets.
queue-processing-patterns
proflead
Design safe queue consumers and retries. Use when a mid-level developer needs reliable background processing.
deployer
Uniswap
Deploy CCA (Continuous Clearing Auction) smart contracts using the Factory pattern. Use when user says "deploy auction", "deploy cca", "factory deployment", or wants to deploy a configured auction.
configurator
Uniswap
Configure CCA (Continuous Clearing Auction) smart contract parameters through an interactive bulk form flow. Use when user says "configure auction", "cca auction", "setup token auction", "auction configuration", "continuous auction", or mentions CCA contracts.
nimble-agents
Nimbleway
This skill should be used when the user asks to "get data from a website", "scrape a website", "extract product details", "compare prices across stores", "pull data from Amazon or Walmart", "generate a web scraper", "build a data extraction pipeline", or mentions Nimble. Covers discovering existing extraction agents, running them interactively, generating scripts for large-scale extraction, and creating new custom agents.
ring:dev-refactor
LerianStudio
Analyzes codebase against standards and generates refactoring tasks for ring:dev-cycle.
ring:dev-validation
LerianStudio
Development cycle validation gate (Gate 5) - validates all acceptance criteria are met and requires explicit user approval before completion.
ring:subagent-driven-development
LerianStudio
Autonomous plan execution - fresh subagent per task with automated code review between tasks. No human-in-loop, high throughput with quality gates.
ring:dev-feedback-loop
LerianStudio
Development cycle feedback system - calculates assertiveness scores, analyzes prompt quality for all agents executed, aggregates cycle metrics, performs root cause analysis on failures, and generates improvement reports to docs/feedbacks/cycle-{date}/.
ring:writing-plans
LerianStudio
Creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps for engineers with zero codebase context.
ring:executing-plans
LerianStudio
Controlled plan execution with human review checkpoints - loads plan, executes in batches, pauses for feedback. Supports one-go (autonomous) or batch modes.
ring:dev-cycle
LerianStudio
Main orchestrator for the 10-gate development cycle system. Loads tasks/subtasks from PM team output and executes through implementation → devops → SRE → unit testing → fuzz testing → property testing → integration testing (write) → chaos testing (write) → review → validation gates (Gates 0-9), with state persistence and metrics collection. Gates 6-7 (integration/chaos) write and update test code per unit but only execute tests at end of cycle (deferred execution).
webapp-testing
WenJunDuan
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
incident-triage
jmagly
Runbooks: .aiwg/deployment/runbooks/
ai-pattern-detection
jmagly
Detects AI-generated writing patterns and suggests authentic alternatives. Auto-applies when reviewing content, editing documents, generating text, or when user mentions writing quality, AI detection, authenticity, or natural voice.
monad-wingman
NeverSight
Monad blockchain development tutor and builder. Triggers on "build", "create", "dApp", "smart contract", "Solidity", "DeFi", "Monad", "web3", "MON", or any blockchain development task. Covers Foundry-first workflow, Scaffold-Monad, parallel execution EVM, and Monad-specific deployment patterns.
cognitive-walkthrough
mastepanoski
Deep-dive usability evaluation of specific user tasks. Simulates novice user cognition step-by-step to identify learnability issues, unclear actions, and points of confusion.
fee-billing
JoelLewis
"Advisory fee billing: fee calculation (tiered, flat, breakpoint), billing cycles, AUM valuation, direct-debit/invoice collection, GAAP revenue recognition, ADV Part 2A/Reg BI/ERISA 408(b)(2) disclosure, billing exceptions, system migration, revenue forecasting, concentration analysis."
ralph-loop-gen
Dwsy
"任务管理系统模板生成器 - 根据用户输入或JSON配置生成完整的任务管理结构（模板生成器，非直接执行器）"
ad-creative
LeoYeAI
"When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see paid-ads. For landing page copy, see copywriting."
adk-expert
danistrebel
An expert AI developer with in-depth knowledge about the Agent Development Kit (ADK) SDK.
image-crop-rotate
instavm
Image processing skill for cropping images to 50% from center and rotating them 90 degrees clockwise. This skill should be used when users request image cropping to center, image rotation, or both operations combined on image files.