⚙️ DevOps & CI/CD

Use when setting up or configuring code quality tools (formatters, linters, type checkers, dependency scanners) for a repository. Also use when adding visual accessibility automation or security baseline scanning. Do not use for general coding or when tools are already configured.

Orchestrates agent workflow for non-trivial tasks: plan-first mode, subagent use, self-improvement loops, verification before done, and autonomous bug fixing. Use for any task with 3+ steps, architectural decisions, bug reports, or when the user corrects the agent. Ensures plans go in tasks/todo.md, lessons in tasks/lessons.md, and changes stay minimal and provably correct.

Output sanitization for agent responses - prevents accidental secret leaks

Complete Neon Serverless Postgres documentation. Covers serverless setup, branching, autoscaling, integrations (Vercel, Drizzle, Prisma), connection pooling, extensions, and best practices.

Orchestrate complex development with AUTOMATIC parallel subagent execution, continuous dispatch scheduling, dependency analysis, file conflict detection, and IOSM quality gates. Analyzes task dependencies, builds critical path, launches parallel background workers with lock management, monitors progress, auto-spawns from discoveries. Use for multi-file features, parallel implementation streams, automated task decomposition, brownfield refactoring, or when user mentions "parallel agents", "orchestrate", "swarm", "continuous dispatch", "automatic scheduling", "PRD", "quality gates", "decompose work", "Mixed/brownfield".

Comprehensive Firebase development guidance for GCP-hosted applications. Covers Firestore database operations (CRUD, queries, transactions, data modeling), Cloud Functions (1st and 2nd generation, TypeScript and Python, all trigger types), Firebase CLI operations, emulator setup and data persistence, security rules (Firestore and Storage), authentication integration, hosting configuration, and GCP service integration. Use when working with Firebase projects, deploying Cloud Functions, querying Firestore, setting up triggers (Firestore, Auth, Storage, HTTP, Callable, Scheduled, Pub/Sub), managing security rules, configuring hosting rewrites/headers, managing secrets, or integrating with GCP services like BigQuery and Cloud Tasks. Triggers include firebase, firestore, cloud functions, firebase functions, firebase hosting, firebase auth, firebase storage, firebase emulator, firebase deploy, firebase init, firebase rules, callable function, scheduled function, onDocumentCreated, onRequest, onCall, onSchedule.

Send messages to various webhook-based bots (WeCom, DingTalk, Feishu, etc.).

Design, build, and deploy Ask Gallery — a semantic photo search system for mobile devices. Use when asked to create image search features using natural language queries, build photo analysis pipelines with VLM/CLIP/OCR/face recognition, design vector search architectures with TiDB/Meilisearch/Kafka/EKS, or implement swappable ML model registries. Triggers on keywords like semantic search, photo search, image captioning, visual question answering, gallery AI, image embedding, multimodal search.

用于根据用户提供的Jenkins Job构建链接进行失败问题诊断的技能。当用户需要分析Jenkins流水线构建失败原因时使用，通过调用Jenkins API获取构建结果、分析失败阶段、检查构建日志和测试报告，提供详细的失败诊断报告。

Deploy applications and manage projects with complete CLI reference. Commands for deployments, projects, domains, environment variables, and live documentation access.

File-based X/Twitter post scheduler. Drop tweets into day/time folders, they post automatically. No frontend, no app — your file system is the UI.

Security monitoring and infrastructure health checks for OpenClaw agents. Run breach monitoring (HaveIBeenPwned), SSL certificate expiry checks, GitHub security audits, credential rotation tracking, secret scanning, git hygiene, token watchdog, and permission audits. Use when performing security scans, checking credential rotation status, auditing repos for leaked secrets, or monitoring SSL certificates and infrastructure health.

>-

>

|

Multi-agent autonomous startup system. Triggers on "Loki Mode". Takes PRD to deployed product with minimal human intervention. Requires --dangerously-skip-permissions flag.

Analyze Rails application upgrade path. Checks current version, finds latest release, fetches upgrade notes and diffs, then performs selective upgrade preserving local customizations.

>

>

|