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Imgaug Optical Flow
Data & AI
Optical Flow with Imgaug for motion detection.
Analyze Linear Issue with Context
Development
Fetch and analyze a Linear issue with all context: comments, relations, linked PRs, attachments. Includes security checks for private issues.
Tool Quality Audit
Testing
Audit tool integrations for deterministic behavior, error contracts, and logging before agents depend on them. Use when adding or updating tools or MCP servers.
Multi-agent Orchestration
Development
Spawns parallel agents to decompose complex tasks into subtasks tracked with cc-mirror tasks and TodoWrite. Uses domain-specific guides (software development, code review, testing, etc.) to enforce best practices. Ideal for features, reviews, refactoring, testing, and any work that benefits from decomposition.
NIFAL Audit — Canonical Translation Layer
Development
Deep audit of NIFAL, the NIF abstraction layer: translation invariants, single boundary, no leaks/fabrication/fallback.
Legal Text Analysis and Risk Assessment
Content
Analyzes legal texts for facts, evidence, deadlines, form, jurisdiction, and appeals. Provides a risk traffic light with immediate measures.
Performance Optimization
Development
Provides performance optimization patterns covering Core Web Vitals, React render optimization with memoization and virtualization, lazy loading and code splitting, image optimization (AVIF/WebP, responsive images), backend profiling (py-spy, React DevTools), and LLM inference optimization (vLLM, quantization). Use when aiming to improve page speed, debug slow renders, optimize bundle size, reduce image payload, profile backend performance, or deploy LLMs efficiently.
Agent Mail Inbox Monitoring
Productivity
Monitor agent mail inbox: pending messages, help requests, and completions. Triggers: 'inbox', 'check mail', 'show inbox', etc.
Deployment Setup
DevOps
Configures deployment settings for land-and-deploy: detects the platform, production URL, health checks, and writes config to CLAUDE.md for automated deploys.
Technical Article Quiz Generator
Content
Generates multiple-choice quizzes (4 options) in YAML format from technical articles to assess readers' understanding.
Things 3 Task Manager
Productivity
Manage Things 3 tasks on macOS using natural language commands. Add, search, list, and complete tasks through an integration with the Things 3 app. Helpful for users who rely on Things 3 as their task manager and want to interact with it via an AI assistant.
Load Skill Knowledge via Skill-Summarizer
Development
Delegated synthesis preserves tokens while conveying complete knowledge. Delegate to skill-summarizer agent to receive structured skill knowledge.