Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available
ERC-8004 Trustless Agents - Register, discover, and build reputation for AI agents on Ethereum. Use when registering agents on-chain, querying agent registries, giving/receiving reputation...
Implementation agent that executes a single task and creates handoff on completion
Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation
TDD workflow for migrations - orchestrate agents, zero main context growth
Transfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers...
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Goal-based workflow orchestration - routes tasks to specialist agents based on user goals
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
Download videos, audio, subtitles, and clean paragraph-style transcripts from YouTube and any other yt-dlp supported site. Use when asked to “download this video”, “save this clip”, “rip audio”,...
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Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational backends via the uihtml component. Use when creating HTML-based MATLAB apps, JavaScript MATLAB...
Build accessible web applications following WCAG guidelines. Use when implementing ARIA patterns, keyboard navigation, screen reader support, or ensuring accessibility compliance. Triggers on...
Fetches, organizes, and addresses PR review comments from GitHub. Use when user asks to review PR comments, fix PR feedback, check what reviewers said, address review comments, or handle bot...
Deploy applications on Railway platform. Use when deploying containerized apps, setting up databases, configuring private networking, or managing Railway projects. Triggers on Railway,...
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