Software Engineer and AI enthusiast
Jimmy Yao is a software engineer whose skills help AI agents challenge plans against documented decisions, hold in-character conversations and voice tests, shape reports and artifacts into clear information hierarchies, and ground fiction in sourced research. His catalog also covers coordinating writing teams and maintaining wiki-style story knowledge bases, which makes his work notable for its attention to structure across both technical and creative workflows.
Creative Writing Skills
35 skills · 569 stars · Apache-2.0
Character Sim Speak as a specified character from their current knowledge, voice, and emotional state.
Character Sim Speak as a specified character from their current knowledge, voice, and emotional state.
Creative Research Load when a story needs factual grounding the writer doesn't have: historical detail, cultural te…
Creative Research Load when a story needs factual grounding the writer doesn't have: historical detail, cultural te…
Creative Writing Craft Craft references for writing fiction well: prose, scenes, style, voice, and genre/page-level tech…
Creative Writing Craft Craft references for writing fiction well: prose, scenes, style, voice, and genre/page-level tech…
Creative Writing Modes Creative-writing addendum to /llm-writing.
Creative Writing Modes Creative-writing addendum to /llm-writing.
Creative Writing Muse Load when no subagents are available and one agent must plan, draft, critique, research, and capt…
Creative Writing Muse Load when no subagents are available and one agent must plan, draft, critique, research, and capt…
Grill With Docs Use when challenging a plan — grills the author against documented decisions and sharpens termino…
Information Hierarchy Load for large human-facing outputs: reports, docs, multi-section
explanations, artifacts.
Intent Modeling Use before acting on human instructions: separate what they said from what they meant.
Kb Management Maintaining the story knowledge base: creating, updating, and organizing wiki-style reference pag…
Knowledge Layers Use when deciding where knowledge goes or reading/writing durable docs: AGENTS.md, .context/, KB,…
Llm Writing Load before writing or revising human-facing text.
Md Validation Use when validating markdown links or Mermaid diagrams.
Project Setup One-time project setup for creative writing.
Qi Layer Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or a Claude-specific CLAUDE.md: k…
Reader Sim Read as a specified first-time reader persona and report the felt experience.
Reader Sim Read as a specified first-time reader persona and report the felt experience.
Reflect Use when the user invokes it before you report: checks you delivered what they needed, not only w…
Shared Dao Shared vocabulary for creative writing projects.
Story Memory Creative-writing domain knowledge for durable story state.
Story Memory Creative-writing domain knowledge for durable story state.
Story Planning Planning work before prose: creative direction, story-planning, outlining, and story architecture.
Story Planning Planning work before prose: creative direction, story-planning, outlining, and story architecture.
Story Review Review work after prose exists: editorial review, craft critique, continuity/voice review, copyed…
Story Review Review work after prose exists: editorial review, craft critique, continuity/voice review, copyed…
Structured Artifact Load when creating structured HTML artifacts to explain and present information.
Writing Principles What fiction readers want (reader reward channels) and the specific ways LLM training damages them.
Writing Principles What fiction readers want (reader reward channels) and the specific ways LLM training damages them.
Writing Staffing Dispatch reference for composing writing teams.
Writing Staffing Dispatch reference for composing writing teams.
Zoom Out Use when orienting in an unfamiliar area — fans out exploration across structure, knowledge, and…