Automation

Vercel AI SDK v6 patterns for streaming chat, structured outputs, agents, and tool workflows. Load when building AI-powered features with Next.js, React, or Node.js.

Personal knowledge management for Obsidian combining GTD, Zettelkasten, and PARA. Six workflows: (1) Capture - "capture this", "remember this", "save this thought", "note this down" - saves thoughts/tasks to daily inbox without categorization; (2) Process inbox - "process my inbox", "organize captures", "GTD processing" - clarifies items and routes to projects or permanent notes; (3) Daily plan - "plan my day", "what should I work on", "morning planning" - creates prioritized task list based on energy and context; (4) Daily closeout - "daily closeout", "review my day", "evening reflection" - marks progress and drafts tomorrow's plan; (5) Setup - "set up my second brain", "configure vault" - configures vault path and user goals; (6) Excalidraw - "create a diagram", "visualize this", "draw flowchart", "sketch this" - creates .excalidraw.md files with rectangles, ellipses, diamonds, arrows, lines, and text. Proactively offers to capture valuable insights during research conversations.

Movie character personality skill with configurable missions - choose your character and watch themed workflows unfold

Three-stage content quality workflow pattern (Maker creates, Checker validates, Fixer remediates). Use when working with content quality workflows, validation processes, audit reports, or implementing maker/checker/fixer agent roles.

AgentHero AI - Hierarchical multi-agent orchestration system with PM coordination, file-based state management, and interactive menu interface. Use when managing complex multi-agent workflows, coordinating parallel sub-agents, or organizing large project tasks with multiple specialists. All created agents use aghero- prefix.

Fast, targeted single-pass search strategy for simple factual lookups. 1-iteration workflow with authoritative source verification and minimal citations. Use for version lookups, documentation finding, simple definitions, existence checks. Keywords: what version, find docs, link to, what is, does X support.

Multi-agent parallel performance profiling workflow for identifying bottlenecks in data pipelines. Use when investigating performance issues, optimizing ingestion pipelines, profiling database operations, or diagnosing throughput bottlenecks in multi-stage data systems.

Orchestrate baselayer subagents for complex tasks. Defines available agents, their skills, and workflows for multi-agent scenarios. Load when coordinating work across agents, delegating tasks, or deciding which agent handles what.

Orchestrate workflows with mise [tasks]. TRIGGERS - mise tasks, mise run, task runner, depends, depends_post, workflow automation, task dependencies.

Generate Mermaid/ASCII diagrams for workflows, architecture, and sequence diagrams

How to use bd (beads) for issue tracking, ready work, status updates, and comments in this repo.

Comprehensive guide for using The Force MCP server - a unified interface to 11 AI models (OpenAI, Google, Anthropic, xAI) with intelligent context management, project memory, and multi-model collaboration. This skill should be used when working with The Force MCP tools, selecting appropriate AI models for tasks, managing context and sessions, using GroupThink for multi-model collaboration, or optimizing AI-assisted workflows.

Build, harden, document, and ship MCP servers to Claude standards with FastMCP 2.13+ architecture, disciplined tooling, and release-ready workflows.

Replace with a clear description of what this skill does and when Claude should use it. Be specific about the use cases, tools, or workflows this skill addresses.

データ準備からモデル学習、検証、本番デプロイメントまでのエンドツーエンドMLOpsパイプラインを構築します。MLパイプラインの作成、MLOpsプラクティスの実装、またはモデル学習とデプロイメントワークフローの自動化時に使用します。

Create event-driven hooks for Claude Code automation. Use when the user wants to create hooks, automate tool validation, add pre/post processing, enforce security policies, or configure settings.json hooks. Triggers: create hook, build hook, PreToolUse, PostToolUse, event automation, tool validation, security hook

Use at the start of WordPress tasks to classify the repo type (plugin, theme, block theme, WP core, full site) and route to the correct workflow/skill (blocks, theme.json, REST API, WP-CLI, performance, security, testing).

Automated tenant onboarding infrastructure patterns. Covers provisioning workflows, resource creation, seed data, and tenant readiness verification.

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.

Log execution steps during episode execution for detailed tracking and learning. Use when recording tool usage, decision points, errors, or milestones during task execution.