Use BEFORE code is written — when a story, spec, or design is being shaped — to prevent the bug instead of catching it later: question the story, surface the missing examples and…
Build a staff shift schedule that matches coverage to demand while hitting a labor-cost target. Use when asked to build a shift schedule, staff a rota, plan coverage for a…
ShiftLeft integration. Manage data, records, and automate workflows. Use when the user wants to interact with ShiftLeft data.
Use when modelling the per-actor-day labour aggregate — the efficiency + wage authority a work order inherits from; presence vs produced minutes, the ⌊produced·100/presence⌋…
shiguredo_vpl (vpl-rs) クレートの徹底リファレンス。Intel VPL (Video Processing Library) v2.17 を libvpl で static link した Rust バインディング。H.264 / H.265 / VP9 / AV1 のハードウェアエンコード・デコード、AdapterSelector…
Append the 士業 (certified Japanese advisor) boundary disclaimer to Kokai-generated outputs. Required for any brief that touches subsidy 適格性, 申請可否, legal, tax, or professional…
Scan all OmniNode repos for expired or expiring @shim decorator annotations and create Linear
Autenticidad radiante — canalizar compromiso genuino para iluminar problemas y disolver la oposición mediante la claridad en lugar de la fuerza.
Load top-performing Shinka programs into agent context using `shinka.utils.load_programs_to_df`, and emit a compact Markdown bundle for iteration planning.
Generate code for Shiny.AiConversation - a centralized AI service library for .NET MAUI apps with chat client abstraction, wake word detection, speech-to-text/text-to-speech,…
Build modern Shiny dashboards and applications using bslib (Bootstrap 5). Use when creating new Shiny apps, modernizing legacy apps (fluidPage, fluidRow/column, tabsetPanel,…
Advanced theming for Shiny apps using bslib and Bootstrap 5. Use when customizing app appearance with bs_theme(), Bootswatch themes, custom colors, typography, brand.yml…
Build Shiny web applications in R. Use when creating or editing Shiny apps, modules, reactive logic, bslib layouts, dashboards, or LLM-powered chat apps.
Generate and configure Shiny MAUI Hosting for .NET - modular MAUI app configuration with IMauiModule, static Host.Services access, and platform lifecycle hooks
Generate code using Shiny.Obd, an OBD-II vehicle communication library for .NET with command-object pattern, adapter auto-detection, and BLE transport
Generate code using Shiny.Speech for cross-platform speech-to-text, text-to-speech, audio capture, and audio playback with pluggable cloud providers
Shioaji Taiwan financial trading API guide. Use when trading stocks/futures/options on Taiwan markets, subscribing to real-time market data, querying account info, or building…
Commit and push complete work in the agent-kitchen repo with its commit discipline, then update this machine's live Claude, Cursor, and Codex skill/plugin copies.
Commit, push, open a PR, and monitor CI/CD in a loop. Use when the user says "ship it", "commit push and watch CI", or wants to open a PR and monitor checks.
SchoolApp GAS — دفعة N مواصفات مستقلة عبر تطبيقات GAS متعددة. لكل مهمة تُبنى على
Skeleton playbook (v0.1). Walks the operator from a half-formed bet to a shipped landing page + first ad creative. v0.2 implementation lands real orchestration.
Verify, deliver, and close a completed branch. Trigger: When implementation is done and ready to ship or close out.
Ship a scaffold/product change through the SWE pipeline as a GitHub-backed lifecycle: Issue → worktree branch → namespaced design doc → draft PR → cross-family --scaffold design…
When a page or site is ready for QA before deploy. Triggers - "ship it", "deploy", "ready to launch", "QA review", "lighthouse", "schema validate", "pre-launch check".
Work management system replacing built-in todos with tracked tasks and stacked changes
Build the Agent Native desktop app locally, kill the running copy, install the fresh DMG to /Applications, and launch it.
Discover features from idea to full spec.
Use when a task needs the judgment of a Ship Engineer (marine engineering officer) — diagnosing a rising cooling-water temperature or falling lube-oil pressure trend before an…
Generates a help center for a project from its user guide — a real-question docs/FAQ.md (grounded in the guide's workflows, troubleshooting, and glossary), a set of canned support…
Implement a feature safely end-to-end in this repository. Use when adding or changing functionality across backend, frontend, or MCP with required verification and documentation…
Use when scoping how to land a change — prefer small, short-lived, independently-safe increments over a big-bang merge; keep the codebase deployable; gate risky changes behind…
Low-token executor workflow for IM2. Use this for local validation, focused implementation, and concise handoff reports.
Run a lightweight GO or NO-GO gate before using small dashboards, ML workflows, agent workflows, scheduled jobs, or decision-impacting outputs.
Create a PR, request code reviews from bots (Claude and Gemini), and address all review comments (no merge).
Generates an in-app first-run onboarding tour from a project's user guide and screenshots — an ordered docs/onboarding.json (steps with target selectors, copy, and optional…
End-to-end verification + Linear evidence + PR for PIL changes. Use after modifying any pil_*.py script or LaunchAgent plist.
Full-stack app pipeline — build, test, review, and deploy across one or ALL repos. Scans CLAUDE.md, MEMORY.md, TODOs, open PRs, and issues for shippable work.
Ship a feature branch: write docs, bump version, create PR with screenshots and evidence. Links Linear tickets if available. Use when ready to merge.
Use when rolling out any risky change to many users/hosts — stage it (canary → progressive → full) behind health gates and flags so a bad change is caught at 1% and auto-aborted,…
Run multi-agent review, retrospective, and release.
View, search, and manage the product spec.
Plan a new sprint or cancel an active one.
子分支交付技能。用于用户要求“ship sub”、“子分支提 PR 再由主分支合并”、“feature branch ship”、“先创建 PR 再 handle-pr 交付”等场景。流程是在当前非主分支执行 finish-work/ship 级检查，提交并推送子分支，创建或复用 PR，然后切回主分支按 pr-handler 流程完成 handle-pr…
Use when a finished subissue already has a clean PR and you need to merge it, mark it as completed, and close the linked issue — with release discipline.
Take an AI Atelie task — issue, ticket, or ad-hoc ask — all the way from description to merged-ready PR.
Automated release pipeline: merges main, runs tests, pre-landing review, version bump, changelog, bisectable commits, and PR creation.
Shipamax integration. Manage data, records, and automate workflows. Use when the user wants to interact with Shipamax data.
Shipcloud integration. Manage Shipments, Trackings, Carriers, Services, Labels, Pickups and more. Use when the user wants to interact with Shipcloud data.
Shipday integration. Manage Accounts. Use when the user wants to interact with Shipday data.
Automate Shipengine tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
ShipHero integration. Manage data, records, and automate workflows. Use when the user wants to interact with ShipHero data.
Update CLAUDE.md with learnings, preferences, or project context. Use when user says "update claude.md", "add to claude.md", or wants to persist something.
Generate project index for faster codebase navigation. Triggers: 'index codebase', 'create index', 'map project'.
Use when user wants to visualize or present shipkit content as HTML. Triggers: 'create presentation', 'visualize this', 'HTML report'.
Discover and install MCP servers for enhanced Claude capabilities
Discover and install skills and plugins from the Claude Code ecosystem
Master orchestrator — dispatches direction, planning, and shipping loops sequentially. Auto-loaded via session-start hook.
Direction loop — defines WHY, WHAT, and strategic foundations. Dispatches producer skills and reviews coherence. Can be invoked standalone or by shipkit-master.
Planning loop — translates definitions into specs, plans, and test cases. Dispatches planning skills and reviews alignment. Can be invoked standalone or by shipkit-master.
Shipping loop — spawns implementation team, verifies quality, gates release. Can be invoked standalone or by shipkit-master.