agent:eval
Agent Evaluation System - designs failure modes, metrics, eval test suites, SME labeling, and production data evaluation pipelines
agent:memory
Memory Architecture - designs agent memory strategy with working memory, hierarchical recall, memory processors, and context management
agent:multi
Multi-Agent Design - designs multi-agent systems with supervisor patterns, control flow, A2A protocol, and workflow composition
agent:prompt
Prompt Engineering - guides through model selection, prompt writing, few-shot examples, and production prompt optimization
agent:rag
RAG Pipeline Design - guides through chunking, embedding, vector store selection, retrieval tuning, and RAG alternatives
agent:review
Agent Pattern Review - validates an AI agent against all 22 patterns from "Patterns for Building AI Agents" with a scored checklist and recommendations
agent:secure
Agent Security Audit - analyzes agent for lethal trifecta, sandboxing, access control, and guardrails
agent:tools
Tool Design - guides through agent tool architecture, MCP integration, third-party tool selection, and tool schema design
agent:workflow
Workflow Design - designs graph-based agent workflows with branching, chaining, suspend/resume, streaming, and observability
dev:create-skill
Create New Skill - scaffolds a skill definition following Claude Code conventions and this repository's patterns. Use when adding a new skill.
git:amend
Amend Commit - modifies the last commit with staged changes or new message
git:changelog
Generate Changelog - analyzes git history and creates a human-readable changelog for non-technical teams
git:commit
Smart Commit - stages all changes and creates a conventional commit
project:init
Project Init - defines the overall system goals, stakeholders, constraints, and shared architectural decisions. Use when starting a new multi-spec project.
project:plan
Project Plan - breaks the vision into individual specs with dependencies, execution order, and shared interfaces. Use when decomposing a project into features.
project:status
Project Status - dashboard showing progress across all specs with dependency tracking and next action suggestions.
review:diff
Diff Review - analyzes code changes and provides structured feedback before commit
investigate
Investigate Problem - analyzes a problem in the codebase and proposes actionable solutions
review:ux
UX Review - analyzes feature for efficiency-first UX patterns, keyboard navigation, and pro-tool experience
spec:approve
Approve Document - promotes a spec document to APPROVED status, unblocking downstream pipeline skills. Use when ready to advance the pipeline.
spec:design
Technical Design - generates architecture diagrams, interfaces, and data flow based on requirements and chosen research solutions. Use when designing how a feature will be built.
spec:implement
Implement Tasks - executes tasks from the tasks document using subagents. Use when ready to start coding a feature.
spec:requirements
Requirements Analysis - gathers requirements through structured questions and produces a requirements document with testable acceptance criteria. Use when starting a new feature spec or documenting requirements.
spec:research
Technical Research - investigates codebase and explores solution alternatives based on requirements. Use when choosing between implementation approaches.
spec:review
Review Specification - validates documents for completeness, quality, and consistency against the codebase. Use when checking spec quality at any pipeline stage.
spec:status
Spec Status - displays pipeline progress dashboard for a single specification showing document statuses, blockers, and next action.
spec:tasks
Task Breakdown - generates an implementation plan with tracked tasks based on requirements and design documents. Use when breaking down a design into actionable work items.
spec:test-plan
Test Plan - creates a manual test plan with traceable test cases from specification documents. Use when preparing to verify a feature implementation.
spec:test
Execute Tests - walks through test cases from the test plan, collects results, and updates the plan. Use when verifying a feature implementation.
commit
Commit workflow for agent-media - builds, typechecks, creates changeset, and pushes
agent-media
Agent-first media toolkit for image, video, and audio processing. Use when you need to resize, convert, generate, edit, upscale images, remove backgrounds, extend or crop canvases, extract audio, transcribe speech, or generate videos. All commands return deterministic JSON output.
audio-extract
Extracts audio track from a video file. Use when you need to get audio from video, prepare audio for transcription, or separate audio from video content. Runs locally with no API key required.
audio-transcribe
Transcribes audio to text with timestamps and optional speaker identification. Use when you need to convert speech to text, create subtitles, transcribe meetings, or process voice recordings.
image-convert
Converts an image to a different format (PNG, JPG, WebP). Use when you need to change image formats, optimize for web, or prepare images for specific applications.
image-crop
Crops an image to specified dimensions around a focal point. Use when you need to extract a portion of an image, create thumbnails with custom positioning, or prepare images for specific aspect ratios.
image-edit
Edits an existing image using a text prompt. Use when you need to modify, enhance, or transform an image based on text instructions.
image-extend
Extends an image canvas by adding padding on all sides with a solid background color. Use when you need to add borders, margins, or expand the canvas area around an image.
image-generate
Generates an image from a text prompt using AI models. Use when you need to create images from descriptions, generate artwork, or produce visual content from text.
image-remove-background
Removes the background from an image, leaving the foreground subject with transparency. Use when you need to isolate subjects, create cutouts, or prepare images for compositing.
image-resize
Resizes an image to specified dimensions. Use when you need to change image size, create thumbnails, or prepare images for specific display requirements.
image-upscale
Upscales an image using AI super-resolution to increase resolution with detail generation. Use when you need to enlarge images, improve low-resolution photos, or prepare images for large-format display.
video-generate
Generates video from text prompts or animates static images. Use when you need to create videos from descriptions, animate images, or produce video content using AI.
bigquery-patent-search
Fast, cloud-based patent searching across 76 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval
development-assistant
Guides through adding new features, MCP tools, analyzers, and extending the patent creator system.
epc-search
RAG search across EPC provisions, EPO Guidelines for Examination, and PCT rules for European and international patent law research
epo-patent-analyzer
Automated analysis of patent applications for EPO compliance with Art. 84 EPC (claims clarity/support), Art. 83 EPC (sufficiency of disclosure), and Rules 42-49 EPC (formalities)
epo-patent-search
Search European patents using EPO OPS API (full-text, legal status, families) and BigQuery (100M+ patents, EP filter) for prior art, competitive intelligence, and freedom-to-operate analysis
index-manager
Manages MPEP index lifecycle including downloads, building, maintenance, and optimization.
mpep-search
Expert system for searching USPTO MPEP, 35 USC statutes, 37 CFR regulations, and post-Jan 2024 updates.
patent-application-creator
Complete end-to-end patent application creation from invention disclosure to USPTO-ready filing - prior art search, claims drafting, specification writing, diagrams, compliance checking
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