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One autonomous Pilot cycle - fetch the agenda, execute the top item, journal, exit. Injected by the terminal host - not for manual invocation loops.

Classify unscanned mailbox messages, fuzzy-match each to an existing application, and write the proposal back. The user approves in /inbox.

Install, start, or update the JobPilot agent terminal on this machine, then open the dashboard. Run this first after installing the plugin in Claude Code or Codex.

Run the full JobPilot CI gate locally - Biome, API + web typechecks, API and contracts tests, and the terminal .NET tests when terminal files changed. Use before committing, or when asked to "verify", "run checks", or "run the gate".

Apply to a single job (URL or pasted page) with fit review, or score and apply the job links pasted into an apply campaign when no argument is given.

Search a chosen job board via Playwright, rank results by fit against the user's resume, and save them to the campaign so the user can review.

Search Upwork via Playwright, smart-filter out low-quality and unresponsive clients, rank survivors by fit, and save them to the campaign as recommendations. Never submits a proposal.

Search a job board and autonomously apply to matching jobs one at a time, until paused, exhausted, or the max-applications cap is hit.

Film, cut, and deliver a short teaser/demo video of any app by driving it with Playwright and editing with ffmpeg - storyboard, authenticated capture, PII review, animated title cards, MP4 + GIF. Use for "make a teaser", "record a demo video", "product launch…

Add a new tool to the AI agents (dispatch and copilot). Use when the user wants to give an agent a new capability (e.g., "add a tool that returns load board listings older than 24h"). Walks through the one file that must change, the domain folder to pick, and…

Review and clean up the given file(s)/folder(s)/module(s): rate organization, find dead code, duplication, coupling, over-engineering, deep nesting, structural issues, and bad comments, then produce and execute a phased refactor plan. Trigger on "clean up X",…

Add a new page or route to a portal app (tms-portal, admin-portal, customer-portal) - folder, lazy route, permission, and sidebar entry. Use when adding a screen to an existing feature or a new feature area in the frontend, without necessarily adding a…

Creates EF Core migrations for master or tenant databases. Use when adding new entities, modifying existing ones, or changing relationships. Follow the workflow to ensure correct migration generation and application.

Add a new LLM provider or model to the AI dispatch system. Use when adding a new model from an existing provider (e.g., a new Claude version) or wiring up a new OpenAI-compatible endpoint. Walks through the places that must change to keep pricing, quotas, and…

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism,…

Add a recurring or on-demand Hangfire background job (nightly sync, reminder sweep, cleanup, quarter close). Use when work must run on a schedule or outside a request - e.g. "sync fuel card transactions nightly", "email drivers whose licence expires in 30…

Create a pull request with a well-structured title and description based on branch commits.

Migrate a React @tanstack/react-form codebase from the prop-drilled `useForm` + erased-form-type pattern to the official `createFormHook` composition API (`useAppForm` / `withForm` / `field.X`). Use when a project threads a `form` object (often cast to an…

Bump version, update changelog, commit, and tag a new DepVault CLI release

Best practices for Remotion - Video creation in React

Create GitHub issues from user requirements, a PRD document, or conversation context, and add them to a GitHub Project with priority, size, and type fields.

Manage VK channel access - pair DMs, opt group chats in, edit allowlists, set DM policy. Use when the user wants to pair a DM, add or remove a group chat, approve a sender, list allowed chats, or change DM policy for the VK channel.

Set up the VK channel - save the community access token to ~/.claude/channels/vk/.env. Use when the user pastes a VK community token or asks to configure VK.

Show VK channel status - transport, connection health, community handle, policies, chat count. Use when the user asks "is VK connected?", "what's the status of VK?", or wants a health summary.

Manage VK channel access — pair DMs, opt group chats in, edit allowlists, set DM policy. Use when the user wants to pair a DM, add or remove a group chat, approve a sender, list allowed chats, or change DM policy for the VK channel.

Show VK channel status — transport, connection health, community handle, policies, chat count. Use when the user asks "is VK connected?", "what's the status of VK?", or wants a health summary.

Set up the VK channel — save the community access token to ~/.claude/channels/vk/.env. Use when the user pastes a VK community token or asks to configure VK.

Scaffold a new Next.js page with MUI layout, server-side auth guard, feature component, pagination, and optional create dialog following OGStack frontend conventions.

Scaffold a new backend API module with controller, service, schema, test, and optional repository files following OGStack conventions.

Generate raster images (PNG, JPEG, WebP) from natural language prompts using Python rendering engines. Covers graphics, charts, layouts, and procedural art. Not for SVG output.

Stage changes and create a git commit with a well-crafted message following conventional commit style.

Cut a new Cleaner release — bump the version in Directory.Build.props, roll the CHANGELOG, commit, and create + push the matching git tag that triggers the Release workflow. Use when the user asks to "release", "cut a release", "ship a version", or "bump the…