Test Strategy
Test strategy design, test writing guide, and coverage targets. Use when writing tests, designing test plans, setting up test infrastructure, or evaluating test quality. Provides patterns for unit, integration, E2E, and API testing.
Project Init
Initialize AI context for an existing project — deep scan the codebase, detect tech stack, identify subprojects and major modules, generate root `AGENTS.md`, `ARCHITECTURE.md`, `TESTING.md`, and directory-scoped `AGENTS.md` files for subprojects and significant directories. Works with monorepos, polyglot projects, and large codebases via iterative scanning.
Blog Post
Blog post workflow — research topic, create content brief, write article, SEO optimize, quality review with feedback loop. Orchestrates product-manager, content-writer, and seo-engineer roles for public blog content creation and updates.
Context Engineering
Context engineering knowledge base — context stack architecture (8-layer model), memory engineering (taxonomy, CRUD, conflict resolution, compression), agent harness patterns (init/continuation, state blobs, token budgeting, caching, failure modes), RAG pipeline design (chunking, packing, degradation signals), multi-agent orchestration (boundaries, payload schemas, fan-out patterns), production A…
Social Media Manager
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Content Creation
Content creation tools, AI content generators, image generation workflows, copywriting patterns, page content optimization, blog authoring patterns, content research workflows, and SEO content sync procedures. Use when creating page content, blog posts, generating visuals with AI tools, writing conversion copy, optimizing landing pages, integrating external content services, or synchronizing cont…
Analyze Prod
Analyze production environment — collect Kubernetes pod status, managed database health, logs, metrics, networking, and diagnose issues. Supports GCP, Azure, and AWS via the `cloud-platforms` skill. Applies SRE or DevOps roles. Use standalone or as part of production incident investigation.
Code Review
Structured code review with security, performance, and architecture checklists. Use when reviewing pull requests, code changes, or conducting architecture reviews. Provides actionable checklists for consistent review quality.
Worktree Isolation
Git worktree branch isolation for feature development and bugfixes — branch naming, worktree setup, branch verification, and safe cleanup. Use when developing features or fixing bugs in isolated branches via git worktree.
Geo Writer
Optimize any text for GEO/AEO — Generative Engine Optimization and Answer Engine Optimization. Use when writing or editing public-facing text intended to be cited or quoted by LLMs (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) — blog posts, landing pages, help articles, glossary entries, FAQ blocks, programmatic SEO templates, pillar guides. Applies macro/meso/micro structure rules,…
Ai Skills
Create, modify, validate, and analyze Windsurf AI assets such as AGENTS.md files, Windsurf skills, templates, and supporting scripts. Use when building or maintaining the repository's Windsurf-specific AI component package.
Release
Release workflow — version bump, changelog generation, git tag, release notes. Use when preparing a new version for deployment.
Docs
Documentation workflow — edit markdown docs, technical writing, blog content, release notes without touching source code. Applies Content Writer role. Includes SEO review branch for public-facing content.
Seo Review
SEO review workflow — technical SEO audit, meta tags, structured data validation, Core Web Vitals, crawlability, indexability, AI search readiness. Applies SEO Engineer role. Use standalone or as part of feature/docs workflows.
Prompt Engineering
Prompt engineering knowledge base — technique taxonomy with decision tree, prompt template patterns and formatting conventions, OWASP LLM Top 10 security checklist, eval frameworks and testing guide, context engineering, structured output contracts, multi-agent orchestration patterns, cost optimization. Use when designing prompts, reviewing prompt quality, building AI features, creating AI assets…
Deploy Production
Deploy to production workflow — final checks, approval gate, deploy, verify, rollback plan. Uses the `deployment-procedures` skill. Requires explicit APPROVE before any production mutation.
Product
Feature design workflow — transform raw feature inputs (ideas, research, stakeholder requests, competitive analysis) into a structured PRD or feature brief. Applies product-manager role. Produces PRD, user stories, acceptance criteria, success metrics, and updates FEATURES.md. First step in the planning chain, precedes architecture skill and plan skill. Includes mandatory multi-reviewer feedback…
Qa
Quality assurance workflow for validating features, writing or improving tests, reporting bugs, and checking coverage or acceptance criteria.
Feature Dev
Develop a feature from documentation (PRD, ARD, design doc, implementation plan) with automatic role detection based on project tech stack
Bugfix
End-to-end bugfix workflow — analyze environment (local Docker or cloud production), collect evidence, prepare bug report, plan fix, apply appropriate engineer role, implement and verify the fix.
Pre Commit
Pre-commit quality gate — lint, format, test, validate before committing. Runs automated checks and fixes issues. Use before git commit to ensure code quality.
Deploy Staging
Deploy to staging workflow — build, deploy to staging environment, run smoke tests, verify. Use after feature completion before production deployment.
Infra Change
Infrastructure change workflow — Terraform plan/apply, Helm diff/upgrade, Kubernetes manifest changes with mandatory approval gates. Applies DevOps role. Safe-by-default with plan review before any mutation.
Security Scan
Security scan workflow — dependency audit, OWASP checklist, secrets scan, vulnerability report. Applies software-engineer role with security focus. Use standalone or as part of code review.
Analyze Local
Analyze local Docker environment — collect container status, logs, networking, resource usage, and diagnose issues. Applies SRE or DevOps roles for investigation. Use standalone or as part of local environment bugfixing.
Deployment Procedures
Production deployment procedures with rollback plans, health checks, and verification steps. Use when deploying to production, planning rollback strategies, or verifying production health after deployment.
Cloud Platforms
Cloud platform reference modules — GCP, Azure, AWS. Provides platform-specific CLI commands, managed service patterns, networking, IAM, observability, and operational procedures. Activated when working with cloud infrastructure, production environments, managed databases, container orchestration, or cloud-native services. Detect the target platform from the project's `AGENTS.md` tech stack declar…
Architecture
Architecture workflow — produce architectural documentation (ARD, design docs, API contracts, C4 diagrams, ARCHITECTURE.md updates) from a feature PRD, analysis request, or architectural initiative. Routes to solution-architect and system-architect roles based on scope. Input from product managers or direct analysis requests.
Test Local
Local dev testing workflow — verify test environment, provision infrastructure (Docker, Testcontainers), run multi-level test suite (unit → integration → E2E), coverage analysis, quality gate. Applies QA Engineer role. Use for full local QA cycle before commit or PR.
Analyze
Deep analysis workflow for codebases, architectures, systems, products, markets, or research topics. Use when the user asks to analyze, investigate, assess, evaluate, compare, or research something in a structured way.
Humanizer
Remove signs of AI-generated writing from text. Use when editing, reviewing, or producing any public-facing text — blog posts, social media, UI copy, emails, landing pages, documentation. Detects and fixes AI patterns including inflated symbolism, promotional language, vague attributions, em dash overuse, rule of three, AI vocabulary, negative parallelisms, sycophantic tone, and filler phrases.
Plan
Plan feature implementation across services and roles — parse requirements, understand project architecture (`ARCHITECTURE.md`, `AGENTS.md`), decompose into work packages per service/role, estimate complexity, produce an actionable implementation plan. Part of the umbrella feature workflow. Includes mandatory multi-reviewer feedback loop with product-manager, solution-architect, and system-archit…
Create Pr
Create a pull request — collect diff, generate PR description with context, apply checklist, and push. Use when ready to submit code for review.
Marketing Operations
Marketing operations knowledge base — MARKETING.md setup template, social media and email channel playbooks, trend research methodology, content calendar patterns, and recurring task definitions. Use when initializing marketing strategy, creating social media posts, drafting email campaigns, researching trends, or reviewing marketing analytics. Provides templates, platform-specific best practices…
Marketing
Marketing workflow — initialize marketing strategy with MARKETING.md, define channels and tactics, execute recurring marketing operations (social media, blog posts, email campaigns, trend research, analytics). Orchestrates marketing-strategist, product-manager, content-designer, content-writer, and seo-engineer roles. Owns marketing/ directory.
Ml Pipeline
ML pipeline orchestrator — single entry point for ML-related tasks. Coordinates ML Engineer (analysis, modeling, recommendations), SRE Engineer (production data extraction), and Product Manager (task formulation). Domain context from AGENTS.md. MVP flow: define data requirements → extract from prod → analyze → model → recommend → feature plan.
Ui Ux Design
UI/UX design systems, Figma workflows, accessibility checklists, browser-based visual audit with automated screenshots, component specification patterns, and design-to-code handoff procedures. Use when designing interfaces, creating design systems, auditing accessibility, reviewing existing UI via browser screenshots, specifying components, or preparing design handoff for developers.
Run Tests
Run tests workflow — execute test suite, analyze failures, auto-fix obvious issues, re-run. Follow-up skill for `feature-dev`, `bugfix`, and `pre-commit`. Uses the `test-strategy` skill.
Asset Validation
Validate Windsurf AI assets such as AGENTS.md files, Windsurf skills, templates, checklists, and support scripts. Use after creating or modifying the repository's Windsurf component package.