Intelligent document audit system for syntax and semantic verification, legal or technical document compliance review using LLM (exclusive .docx support).
Observability and SRE expert. Use when setting up monitoring, logging, tracing, defining SLOs, or managing incidents. Covers Prometheus, Grafana, OpenTelemetry, and incident response best practices.
既存データ/ロジックを活用した新機能をMarkdown仕様書で提案。新機能のアイデア出し、プロダクト企画、機能提案が必要な時に使用。コードは書かない。
Write semantic, accessible, performant HTML with modern best practices. Use when asked to (1) create HTML pages or documents, (2) write semantic markup, (3) improve accessibility, (4) optimize...
Generate hand-drawn style diagrams and infographics for recovery education articles. Creates anatomist's notebook aesthetic visuals - brain diagrams, timelines, social comparisons, and process...
Guide for creating implementation plans. USE WHEN: planning new features, refactoring, or significant code changes.
Acts as a Requirements Analyst to translate requests into specifications. Use when gathering user requirements, defining user stories, or creating technical specifications.
Academic/technical document review, methodology evaluation. ⚠️ Use for document/research. For code review → code-review.
Interactive onboarding workflow that interviews users to understand their coding goals and generates PR-ready implementation plans. Use when starting a new development task to ensure clear...
Plan work before coding: do repo research, analyze options/risks, and ask clarifying questions before proposing an implementation plan. Use when the user asks for a plan, design/approach, scope...
Create comprehensive project plans for consulting and engineering engagements: define scope, WBS, timeline with dependencies, resource allocation, risk register, deliverables, and client-facing...
Generate a DevEx-grade PRD from messy intent or fuzzy goals. Use when asked to turn raw ideas into a structured PRD focused on developer experience (DX/DevEx), SDKs, APIs, CLIs, tooling,...
Generate feature specifications by analyzing existing source code.
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support
End-to-end workflow for turning a local video into transcripts, burned subtitles, and scheduled multi-network posts via Postiz MCP tools. Use when given a video path and publication date/time to...
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns. Emphasizes functional-style...
Write memorable speeches and presentations that inspire and persuade audiences
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Audit an API surface (OpenAPI 3.0/3.1, GraphQL schema, or REST docs) for SDK readiness and developer experience. Use when asked to evaluate whether an API is SDK friendly, produce a readiness...