131 evidence-based education skills for curriculum design, lesson planning, and assessment, with transparent evidence ratings and MCP server.
164 skills
Role-based team delivery framework — Tech Lead-orchestrated 8-role system with 195+ skills, 27 specialist agents, 80+ commands, hooks, and ECC harness for Claude Code, Codex, and OpenCode.
Plugin team-skills-platform in ConcertoNotes/codex-plugins. Commands read from the repo's manifest — 1 month ago.
adk-framework-adaptersADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构,供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verified_date 用于版本锁定。
agent-dev-workshop交互式 AI Agent 开发工作坊:通过 6 阶段深度协作对话,引导用户完成 Agent 需求分析、架构设计、 工具定义、Prompt 与编排设计、代码生成、验证迭代,产出可直接运行的 Agent 项目。 框架无关设计优先,支持 LangChain / EINO / AutoGen / AgentScope / CrewAI 等 ADK 框架。
agent-evalHead-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics
agent-harness-constructionDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
agent-patterns-catalogAI Agent 架构模式目录。提供 ReAct、Multi-Agent Conversation、Multi-Agent Workflow、 RAG Agent、Tool-Use Agent、Autonomous Agent 六种核心模式的参考架构、组件拓扑、 数据流、设计决策和框架无关的最佳实践。供 agent-dev-workshop Phase 2 调用。
agent-payment-x402Add x402 payment execution to AI agents — per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents need to pay for APIs, services, or other agents.
agentic-engineeringOperate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
ai-first-engineeringEngineering operating model for teams where AI agents generate a large share of implementation output.
ai-regression-testingRegression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.
android-clean-architectureClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
api-contract统一接口协议、请求响应、错误码、兼容性与上下游协作约束。 当架构师、前后端开发或 QA 需要锁定 API 合同时使用。
api-designREST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
architecture-decision-recordsCapture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
article-writingWrite articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibili
autonomous-agent-harnessTransform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuou
autonomous-loopsPatterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
backend-patternsBackend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
benchmarkUse this skill to measure performance baselines, detect regressions before/after PRs, and compare stack alternatives.
blueprintTurn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects. Each step has a self-contained context brief so a fresh agent can execute it cold. Includes adversarial review gate, dependency graph, parallel step detection, anti-pattern catalog, a
brainstorming苏格拉底式创意探索技能,融合 gstack 的 brainstorm 和 superpowers 的 aside 模式。 在不同方案之间做发散-收敛循环,用分块展示降低认知负荷,帮助团队找到最佳路线。
brand-voiceBuild a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile across content, outreach, and social workflows. Use when the user wants voice consistency without generic AI writing tropes.
browser-qaUse this skill to automate visual testing and UI interaction verification using browser automation after deploying features.
browser-smoke-testing提供浏览器层 smoke 测试工作流,用于关键页面、核心路径和发布前回归确认。 当任务需要真实浏览器验证渲染、导航、交互或前端上线风险时使用。
bun-runtimeBun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support.
canary-watchUse this skill to monitor a deployed URL for regressions after deploys, merges, or dependency upgrades.
carrier-relationship-managementCodified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience. Includes scorecarding frameworks, RFP processes, market int
ckPersistent per-project memory for Claude Code. Auto-loads project context on session start, tracks sessions with git activity, and writes to native memory. Commands run deterministic Node.js scripts — behavior is consistent across model versions.
claude-apiAnthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.
claude-devfleetOrchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
click-path-auditTrace every user-facing button/touchpoint through its full state change sequence to find bugs where functions individually work but cancel each other out, produce wrong final state, or leave the UI in an inconsistent state. Use when: systematic debugging found no bugs but users report broken buttons
clickhouse-ioClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
codebase-onboardingAnalyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new project or setting up Claude Code for the first time in a repo.
codegraph将 CodeGraph 作为默认内置 MCP-backed 代码图谱能力接入,用于 brownfield 符号搜索、 调用链、影响面和上下文查询。输出必须回落到 `/team-*` 主链和 artifacts。
coding-standardsUniversal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
compose-multiplatform-patternsCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
configure-eccInteractive installer for Everything Claude Code — guides users through selecting and installing skills and rules to user-level or project-level directories, verifies paths, and optionally optimizes installed files.
connections-optimizerReorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the user's real voice. Use when the user wants to clean up following lists, grow toward current priorities, or rebalance a social graph around higher-sign
content-engineCreate platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.
content-hash-cache-patternCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
context-budgetAudits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
context-engineering项目级上下文工程框架:通过 PROJECT / REQUIREMENTS / ROADMAP / STATE 四层文档 为每个任务建立结构化上下文,控制 token 预算,防止上下文腐烂, 确保跨会话连续性。与 context-lifecycle 的 L0-L3 层互补。
context-lifecycle上下文生命周期管理总览:四层记忆架构(L0-L3)、任务阶段感知、 渐进压缩策略、按需召回与四分区预算模型。
context-recall按需召回已归档的上下文细节:支持按关键词、阶段、类型和决策维度检索, 从 L2 归档和 Phase Ledger 中恢复压缩丢失的信息。
continuous-agent-loopPatterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
continuous-learning基于 instinct 的持续学习系统,通过 hooks 观察会话,创建带置信度评分的 atomic instincts, 并将高置信度 instinct 演进为 skills/commands/agents。v2.1 增加项目级 instincts 防止跨项目污染。
continuous-learning基于 instinct 的持续学习系统,通过 hooks 观察会话,创建带置信度评分的 atomic instincts, 并将高置信度 instinct 演进为 skills/commands/agents。v2.1 增加项目级 instincts 防止跨项目污染。
cost-aware-llm-pipeline成本感知 LLM 管道,根据任务复杂度选择合适模型, 管理上下文预算,避免在长会话末尾做大型重构。
cpp-coding-standardsC++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
cpp-testingUse only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.
cross-model-review跨模型第二意见技能,融合 gstack 的 cross-model second opinion 能力。 当检测到高风险改动时,可选触发不同模型提供独立审查意见, 作为 multi-perspective-review 的可选叠加层。
crosspostMulti-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts identical content cross-platform. Use when the user wants to distribute content across social platforms.
customer-billing-opsOperate customer billing workflows such as subscriptions, refunds, churn triage, billing-portal recovery, and plan analysis using connected billing tools like Stripe. Use when the user needs to help a customer, inspect subscription state, or manage revenue-impacting billing operations.
customs-trade-complianceCodified expertise for customs documentation, tariff classification, duty optimization, restricted party screening, and regulatory compliance across multiple jurisdictions. Informed by trade compliance specialists with 15+ years experience. Includes HS classification logic, Incoterms application, FT
data-scraper-agentBuild a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub
database-migrationsDatabase migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).
deep-researchMulti-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
deployment-patternsDeployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.
design-systemUse this skill to generate or audit design systems, check visual consistency, and review PRs that touch styling.
discuss-phase融合 GSD discuss-phase 与 gstack office-hours 的预编码设计讨论技能。 在 /team-intake 之后、/team-plan 之前,通过苏格拉底式质疑捕获灰色地带、 用户偏好和关键假设,产出 CONTEXT.md 供后续规划和实现消费。
django-patternsDjango architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
django-securityDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
django-tddDjango testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.
django-verificationVerification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
dmux-workflowsMulti-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.
doc-architecture将需求发现、领域建模、一致性审计整合到 /team-* 主链, 以 artifacts/adr/memory 为唯一落盘目标产出可审计文档。 当 Tech Lead、Architect、QA 需要补齐或演进架构文档时使用。
docker-patternsDocker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
documentation-lookupUse up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
e2e-testingPlaywright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies.
energy-procurementCodified expertise for electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility energy cost management. Informed by energy procurement managers with 15+ years experience at large commercial and industrial consumers. Includes market
enterprise-agent-opsOperate long-lived agent workloads with observability, security boundaries, and lifecycle management.
error-experience-library错误经验库:自动捕获错误模式、根因和解决方案,支持查询和反馈更新。 当遇到 build error、runtime error 或需要查找历史错误解决方案时使用。
eval-harness正式评估框架,实现 eval-driven development (EDD) 原则。 用于定义 pass/fail 标准、测量 pass@k 指标、创建回归测试套件。
evolution-core统一进化资产模型与自进化闭环核心。定义 Gene(策略 DNA)、Capsule(已验证经验快照)、 EvolutionEvent(追加式事件日志)三层资产模型,实现 Detect→Select→Replay→Validate→Solidify→Reuse 闭环,使 agent 遇到已知问题时先复用已验证经验,跳过重新试错。
evolution-networkCross-agent gene sharing protocol for exchanging validated evolution patterns between Claude sessions with trust downgrades and local revalidation.
exa-searchNeural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
fal-ai-mediaUnified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
flutter-dart-code-reviewLibrary-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
foundation-models-on-deviceApple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
frontend-engineering提供 React/Next 优先的前端工程规范,覆盖组件结构、状态分层、语义化、可访问性、 性能与交付质量。当前端工程师、架构师或 Tech Lead 需要统一工程做法时使用。
frontend-patternsFrontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
frontend-slidesfrontend-ui-ux-systemgan-style-harnessgit-workflowgit-worktree-isolationgitnexusgoal-convergencegoframe-v2golang-patternsgolang-testinggoogle-workspace-opsgraphifyharness-audithealthcare-cdss-patternshealthcare-emr-patternshealthcare-eval-harnesshealthcare-phi-compliancehexagonal-architectureinventory-demand-planninginvestor-materialsinvestor-outreachiterative-retrievaljava-coding-standardsjava-unit-testjpa-patternskarpathy-guidelineskotlin-coroutines-flowskotlin-exposed-patternskotlin-ktor-patternskotlin-patternskotlin-testinglangfuse-coding-tracelaravel-patternslaravel-plugin-discoverylaravel-securitylaravel-tddlaravel-verificationlead-intelligenceliquid-glass-designlogistics-exception-managementloop-heartbeatmanim-videomarket-researchmaven-qamcp-connector-bridgemcp-server-patternsmulti-perspective-reviewmysql-querynanoclaw-replnextjs-turbopacknutrient-document-processingnuxt4-patternsopen-designopenclaw-persona-forgeopensource-pipelinepairwise-test-designparallel-executionperl-patternsperl-securityperl-testingplankton-code-qualitypostgres-patternsproduct-lensproduction-schedulingproject-flow-opsproject-guidelines-exampleprompt-optimizerpua-looppua-mamapua-p10pua-p7pua-p9pua-propua-yespuapython-patternspython-testingpytorch-patternsquality-nonconformancequick-executionralphinho-rfc-pipelineregex-vs-llm-structured-textremotion-video-creationrepo-scanreturns-reverse-logisticsrework-looparchitectbackend-engineerdevops-engineerfrontend-engineerproduct-managerproject-managerqa-engineertech-leadrtk-token-optimizationrules-distillrust-patternsrust-testingsafety-guardsanta-methodsearch-firstsecurity-reviewsecurity-scansession-continuityskill-complyskill-stocktakespringboot-patternsspringboot-securityspringboot-tddspringboot-verificationstrategic-compactsubagent-driven-developmentswift-actor-persistenceswift-concurrency-6-2swift-protocol-di-testingswiftui-patternssystematic-debuggingtdd-workflowteam-buildertestcontainers-integration-testing131 evidence-based education skills for curriculum design, lesson planning, and assessment, with transparent evidence ratings and MCP server.
164 skills
Reusable Agent Skills for Codex, Claude Code, and compatible clients, covering Django, Rust, Cookiecutter, SEO, traction, product marketing, and nonfiction publishing workflows.
123 skills
DevOps layer for coding agents with flow, feedback, and memory that compounds between sessions.
74 skills
把 Codex 连接到 Zoom 会议上下文,并构建 Zoom 应用、机器人、API 集成、SDK 工作流、Webhook 和自动化。
40 skills · 26 commands · 2 agents · app connector
13 skills for image, video, and audio generation using 100+ models - FLUX, Midjourney v7, Veo3, Kling 3.0, Suno, and HunyuanVideo via muapi.ai.
57 skills
在 Codex 中构建、调试、部署和管理与 Vercel 相关的开发、基础设施或自动化工作流。
47 skills · 6 commands · 3 agents · app connector
Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and tool development. Features guided workflows, progressive-disclosure skills, and best practice validation.
7 skills · 2 agents
Multi-agent orchestration system with 51 specialized agents for development workflows, code quality, deployment, research, games, and more. Includes orchestrators for checkpoint, deploy, quality, fullstack, research, games, corpus, web, and python workflows.
51 agents
Developer workflow tools: community scanning, technical decision-making
2 skills · 4 agents
Community package for the official Supabase MCP integration for development and database operations from agent workflows.
1 MCP server
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