Auto-activate for Google ADK, LlmAgent, Runner, SQLSpecSessionService, Vertex AI, SSE agent chats, tool calls, or Litestar model workflows. Not for offline ML training.
Auto-activate for litestar_autowire, AutowirePlugin, AutowireConfig, domain_packages, AutowireIntegration, AutowireLoader, or clear_autowire_cache.
Auto-activate for exception_handlers, HTTPException, ApplicationError, NotFoundException, ValidationException, PermissionDeniedException, RFC 9457, or domain error mapping.
Auto-activate for litestar_saq, SAQPlugin, SAQConfig, QueueConfig, TaskQueues, CronJob, litestar workers run, background jobs, schedules, or SAQ web UI. Not for Celery/RQ/Dramatiq.
Automate Livesession tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Restructure Web-UI / human-triggered tasks into CLI + file-output loops the LLM can iterate alone. Open LLM-side observability — structured logs, file dumps, addressable…
Build Flutter UI bằng package lme_ui (lme-ui-flutter). Auto-trigger khi project có dependency `lme_ui`, file Dart import `package:lme_ui/lme_ui.dart`, hoặc user nói "build…
Automate Lmnt tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Generate and run load tests with k6, Locust, or Artillery. Auto-detects API framework, creates realistic user behavior flows (browsing, authenticated CRUD, search-heavy), runs…
Transform OpenClaw cron jobs into Lobster workflows. Analyze, inspect, and validate job migrations. Use when converting automations to deterministic, approval-gated workflows with…
PM2-based local development server management for Empathy Ledger. Handles port conflicts and auto-restart.
Automate Lodgify tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Smart home control for the Lofy AI assistant — scene modes (study, chill, sleep, morning, grind), device management via Home Assistant REST API, presence-based automation, natural…
Project management for the Lofy AI assistant — tracks multiple projects with milestones, priority scoring engine (urgency × job relevance × momentum × energy match), meeting prep…
Automate Logo Dev tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Long Polling Handler - Auto-activating skill for API Integration. Triggers on: long polling handler, long polling handler Part of the API Integration skill category.
Graham cigar-butt batch screener — runs Benjamin Graham's NCAV / net-net / defensive-investor hard filters across an index or market universe and returns a ranked candidate list…
Automate Loomio tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Autonomous unified B″ Worker for the backlog.md board. Drives BOTH lanes from one Monitor session: basic-ready events execute kind:basic tasks in isolated git worktrees that merge…
Use when executing an existing HOTL workflow file — reads steps, loops until success criteria met, auto-approves low-risk gates, pauses at high-risk gates.
Use quando o usuário quer um prompt PRONTO de `/loop` pra rodar uma ação longa e repetitiva até atingir um resultado mensurável, e depois parar sozinho.
Main loop orchestration — task queue, subagent lifecycle, state machine, error recovery. 主循環協調：任務隊列、子代理生命週期、狀態機、錯誤恢復.
Build an Anima LoRA from a single-character or style name, from Danbooru collection through curation, section-ordered WD14 captions, dataset checks, confirmed training, fixed-seed…
Drive a Lovable round-trip via Chrome DevTools MCP. Reads a prepared prompt from the site's _drafts/ folder, navigates the user's local Chrome to the right Lovable project, pastes…
Automate Loyverse tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Execute Lucidchart primary workflow: Document & Shape Creation. Trigger: "lucidchart document & shape creation", "primary lucidchart workflow".
Execute Lucidchart secondary workflow: Data-Linked Diagrams. Trigger: "lucidchart data-linked diagrams", "secondary lucidchart workflow".
LYNK - Complete Affiliate Link Management with Browser Automation. Use when relevant to this domain.
Direct memory_write — explicit, no auto-classification. Use /m3:save for context-aware writes.
Use when user needs Microsoft 365 administration, automation, and management for Exchange Online, Teams, SharePoint, licensing, and Graph API operations.
Mutating-runtime live-guard for applying ONE Microsoft Purview sensitivity label to ONE specified item (file/driveItem) via the Microsoft Graph assignSensitivityLabel action.
Route Microsoft 365 tasks to the narrowest M365 specialist from the catalog. Use when you do not already know the specialist.
Mermaid ASCII Auto-Renderer — render Mermaid .mmd diagram files into ASCII art and inject them into Markdown documents automatically.
Control Mac via mouse/keyboard automation using cliclick and AppleScript. Use for clicking UI elements, taking screenshots, getting window bounds, handling coordinate scaling on…
Use when setting up a Mac (especially Mac Mini) for unattended 24/7 server operation, headless use, or remote-only access.
Safely reclaim disk space on a Mac — the trustworthy, transparent, reversible alternative to CleanMyMac and similar tools.
Use when user requests autonomous operation or AUTO_MODE. Guide through authorization and activation via policy discovery.
Auto-repair loop for failing Maestro mobile tests on the iOS Simulator, one flow at a time. Use when you want mobile/simulator tests fixed automatically.
Commit the current change set with optional drift backfill (sprint mode) or as a generic Conventional Commits commit (standalone mode).
Execute the next undone task(s) from a sprint's TASKS.md by dispatching the magi-developer subagent (Sonnet by default). Updates WORKS.md as a development log.
Review the current git diff and produce DRIFT.md when a sprint context exists. **Mandatory before /magi.commit in sprint mode** — DRIFT.md is required input for the commit step's…
Headless / walk-away mode. Two modes — fresh (`/magi.yolo ""`) creates a new sprint and runs the full pipeline; resume (`/magi.yolo --resume`) continues an existing…
Automate Magnetic tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Automate Mailbluster tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Automate Mailboxlayer tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Automate Mailcheck tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Mailcoach integration. Manage Users, EmailLists, Campaigns, Templates, Automations. Use when the user wants to interact with Mailcoach data.
Automate Mailcoach tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Automate Mailersend tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Automate Mails So tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Automate Mailsoftly tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Maintain and improve the scripts that auto-generate this repo's star-ranked "Awesome Claude Code" README.
Automate Maintainx tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Execute MaintainX primary workflow: Work Order lifecycle management. Use when creating, updating, and managing work orders through their full lifecycle, from creation to…
Execute MaintainX secondary workflow: Asset and Location management. Use when managing equipment assets, organizing locations/facilities, building asset hierarchies, and tracking…
Especialista en la actualización del sistema de auto-migración "Maintenance Robot" en orchestrator_service/main.py. — from general/automation
Especialista en la actualización del sistema de auto-migración "Maintenance Robot" en orchestrator_service/main.py. — from general/automation
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas. — from general/automation
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
Move changes from main or a placeholder branch to a well-named feature branch, preserving commits and working tree state.