Universal validation and knowledge capture. Detects what changed, runs governance gates, captures knowledge, verifies deployment. Works for any project.

This skill sets up and launches the Retail Agentic Commerce project. It supports two deployment modes.

Check the current Railway project status for this directory.

Orchestrate the release team: coordinates release-manager, qa-lead, devops-engineer, and producer to execute a release from candidate to deployment.

Write and maintain self-contained ExecPlans (execution plans) that a novice can follow end-to-end; use when planning or implementing non-trivial repo changes.

Autonomously validate environment state and execute a safe Magento 2 deployment with correct command order and confirmation gates before destructive steps.

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Run a structured AI readiness audit for any organization. Scores 8 dimensions, identifies gaps, produces a prioritized 90-day action plan with budget ranges.

- **开头**：用1-2句话点明研究领域的重要意义+研究突破

A comprehensive AI agent skill for delivering exceptional customer support. Drafts responses to customer issues with the right tone and technical accuracy, manages support queues by priority, identifies patterns in recurring problems, escalates complex cases appropriately, maintains consistency across every interaction, and helps support teams and solo founders provide enterprise-quality customer experience without enterprise headcount.

Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compelling narratives highlighting clinical experiences, research achievements, and career motivations for healthcare education applications.

OpenClaw Security Auditor (OSA) - Comprehensive security auditing tool for OpenClaw deployments. Provides 60-second security diagnosis, risk scoring (0-100), bilingual reports (Chinese/English), and automated fix suggestions. Use when users request security audits, vulnerability scanning, configuration validation, or security hardening for their OpenClaw installations.

用于发布和更新 OpenClaw 技能到 ClawHub，并同步 GitHub Release。用户提到“发布技能”“发到 ClawHub”“发布这个 skill”“写完就发布”“上线这个技能”等场景时使用。包含完整发布步骤、版本规范、发布前检查清单、GitHub Release 同步规则和常见问题处理。

Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental health, and succession planning. Use when a founder feels like the bottleneck, struggles to delegate, is burning out, transitioning from IC to executive, managing a board, or when user mentions founder mode, CEO growth, leadership development, delegation, burnout, or imposter syndrome.

Sandbox-only behavior-led gray-box skill fuzzer. Spawns a worker subagent, probes an installed target skill, deploys honeypot fixtures, and returns a structured JSON risk report.

Apply microservices for independent deployment and per-service scaling

Stewardship virtues (Care, Curiosity, Humility, Diligence) for plugins

release-health-gates

OpenClaw 多 Bot 多 Agent 一键搭建技能。根据用户提供的 Bot 名称、职能、模型和飞书凭证，自动完成 Agent 创建、账号配置、路由绑定和验证测试全流程。

#1 AI toolkit for DJs and recording artists to get gigs, grow fans, release music, and make money. Includes bios, press releases, EPKs, booking strategies, NFT monetisation, sync licensing, and viral content tools.

9D product development framework

Analyze changes and create a meaningful commit with agent authorship. Internal skill for evolve_loop.

ai-ml-engineer

Tools for Vercel AI SDK v5. All tools use factory pattern, Zod validation, budget tracking, rate limiting, search caching, timeout enforcement.

Business Development - assign partnership strategy, market expansion, deal structuring, and ecosystem tasks

Resource isolation strategies to prevent cascading failures and limit blast radius in distributed systems

Gradually rolling out new versions to a subset of users, monitoring for issues, and expanding the rollout if everything looks healthy to minimize risk and enable fast rollback.

Create, browse, accept, and complete on-chain work requests. Agents can act as requesters (posting jobs) or providers (completing work). Uses ETH/stablecoin escrow on Base network.

Apply comprehensive bash scripting standards including main function pattern, usage documentation, argument parsing, dependency checking, and error handling. Triggers when creating/editing .sh files, bash scripts, or discussing shell scripting, deployment scripts, automation tasks, or bash conventions.

Creating new CLI commands and topics for the B2C CLI using oclif

Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.

Coder workspace environment for hahomelabs.com deployments. Includes networking, ports, convex config, nhost config

Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns

Verifies content matches user search intent to maximize sales, leads, digital sales, and mailing list growth through 34 verification modules and 16-part scoring system

Parallel historical context gathering using G-4 CONTEXT. Deploy 6 probes to gather all relevant context before complex work.

This skill should be used when the user asks to 'create a task from', 'add issue for', 'track work on', or provides conversational task descriptions like 'I need to fix the blog bug' or 'remind me to update the docs'. Converts natural language task descriptions into structured beads with automatic categorization, priority inference, and optional blocking relationships.

Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment options, and observability. Model-agnostic framework for production AI agents. Use when understanding ADK architecture, selecting agent patterns, designing agent systems, or deploying to Vertex AI.

Data modeling with Entity-Relationship Diagrams (ERDs), data dictionaries, and conceptual/logical/physical models. Documents data structures, relationships, and attributes.

Health checks, metrics, alerting ve rollback stratejileri.

Set up progressive canary deployments on GCP Cloud Run with traffic splitting, monitoring alerts, and automated rollback.

Azure Deployment Stacks GA 2025 features for unified resource management, deny settings, and lifecycle management

Deployment Strategy Agent. Feature Flag, Canary/Blue-Green 배포, 롤백 전략을 담당합니다. 안전한 배포와 점진적 롤아웃을 관리합니다.

**Purpose**: Systematically validate the application is ready for production deployment, catching common "works locally, fails on Render" issues BEFORE they happen.

deployment-verification

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

Design clear, type-safe signatures that define what your DSPy modules should do.

Model compression techniques including quantization, pruning, and knowledge distillation for edge deployment

Use to govern executive involvement, cross-functional response, and risk