Phase 04 · Ship
Ship
The Ship phase is where a developer makes a release hold up under real users - testing and QA, code review, security, CI/CD and deploy, and performance. Skillselion ranks the AI-coding skills, MCP servers and workflows to catch what is easy to miss by hand, by real adoption.
9,002 AI-coding tools are ranked for the Ship phase - skills, MCP servers, marketplaces and workflows for Claude Code, Codex and Cursor, ordered by real adoption. Updated July 28, 2026.
The top-ranked Ship-phase tools right now are tdd, web-design-guidelines, azure-deploy.
Ranked shortlists: Best marketplaces · Best MCP servers · Best plugins · Best skills
1TddFollow test-driven development with a strict red-green-refactor loop when creating reliable features or fixing bugs.Testing & Review529k190k
2Web Design GuidelinesAutomatically audit frontend code against the latest Vercel Web Interface Guidelines for consistency, accessibility, and UX quality.Frontend & Design492k29.5k
3Azure DeploySafely execute production deployments of already-prepared applications to Microsoft Azure.Automation479k1.3k
6Ai Video GenerationGenerate videos using 40+ AI models including Veo, Seedance, and others via inference.shAI & Agents399k658
9CavemanSlash token usage by roughly 75% while keeping every technical detail intact when working with Claude Code, Cursor or similar agents.AI & Agents384k93.2k
11Openclaw Secure Linux CloudDeploy and harden an OpenClaw agent instance on a Linux cloud server following battle-tested security defaults.Security-270k72
19Requesting Code ReviewDispatch a consistent, high-signal code reviewer subagent that catches plan deviations and quality issues before merging or continuing development.Testing & Review181k262k
20Safe DebugGet conservative, non-destructive diagnosis of deep learning and agent errors before any code changes are made.Dev Tools176k512
28Minimal Run And AuditCapture clean, standardized execution evidence and normalized outputs from deep learning repository smoke tests or inference commands.Backend & Data140k512
29Pr To VideoAutomatically turn any merged GitHub pull request into a narrated before-and-after explainer video.AI & Agents124k37.9k
30Webapp TestingVerify frontend behavior, debug UI issues, capture screenshots, and inspect logs of a running local web application using Playwright.Testing & Review122k164k
31Embedded CaptionsAutomatically generate cinematic, identity-driven captions that are composited into talking-head videos instead of floating as plain subtitles.AI & Agents122k37.9k
32Firebase Hosting BasicsGet clear, battle-tested instructions for deploying static sites, SPAs, and microservices to Firebase Hosting using the CLI.Monitoring & Cloud112k389
34Copy EditingPolish marketing copy, landing pages, emails, and product descriptions so they convert better and read more professionally.Docs & Planning100k41.8k
35Playwright CliRun browser automation, generate element snapshots, inspect DOM attributes, and execute Playwright tests from the terminal.Testing & Review99.4k12.2k
37Higgsfield Marketplace CardsGenerate compliant marketplace product image cards, secondary visuals, and A+ content modules for product listings.AI & Agents79.8k615
38Better Auth Best PracticesCorrectly configure Better Auth for secure authentication with database adapters, sessions, OAuth, email/password, and plugins in TypeScript projects.Security79.5k204
41Playwright Best PracticesGet expert, context-aware guidance while writing, debugging, or scaling Playwright browser automation tests.Testing & Review65.1k340
42Google Agents Cli EvalAccurately evaluate agent trajectories that rely on Google Search grounding instead of regular tool calls.Testing & Review63.1k5.4k
43Google Agents Cli DeployDeploy a Google Vertex AI Agent Runtime instance directly from a scaffolded Python project without managing containers.Automation63k5.4k
44Prisma PostgresQuickly inspect data, view metrics, link existing Postgres instances, and retrieve connection strings without switching between CLI, Studio, and the web console.Testing & Review54.6k47
50WranglerGet accurate, up-to-date Wrangler CLI guidance for developing and deploying to Cloudflare Workers, KV, R2, D1 and related services.Automation40.1k2.5k
51AccessibilitySystematically audit and improve web accessibility so every user, including those using screen readers or keyboards, can successfully use the product.Frontend & Design39.4k2.5k
52Gws Calendar AgendaQuickly view upcoming events across all Google Calendars directly from the terminal or within an agent workflow.Security39.3k30k
53Gws Drive UploadQuickly push local files and reports into Google Drive with correct naming and folder placement without leaving the terminal.Security38.9k30k
58Gsap PerformanceGet instant, authoritative GSAP performance guidance that eliminates layout thrashing and keeps animations running at a smooth 60 fps.Frontend & Design36.2k12.4k
Common questions about the Ship phase
What are the best tools for the Ship phase?
tdd, web-design-guidelines, azure-deploy lead the 9,002 AI-coding tools ranked for the Ship phase, ordered by real adoption - installs first, then GitHub stars.
How many Ship-phase tools does Skillselion track?
9,002 - spanning skills, MCP servers, marketplaces and workflows for Claude Code, Codex and Cursor, each screened against one quality bar and ranked by adoption.
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