JY
Use when orienting in an unfamiliar area — fans out exploration across structure, knowledge, and history, then synthesizes one orientation map.
haowjy/zoom-out
Dispatch reference for composing writing teams. Teaches which extra skills to attach via --skills, which resources to reference in spawn prompts, and when to fan out versus run parallel lanes. Load when staffing a workflow.
haowjy/writing-staffing
What fiction readers want (reader reward channels) and the specific ways LLM training damages them. Load when drafting prose, critiquing, or diagnosing why a passage feels flat.
haowjy/writing-principles
Load when building a static HTML artifact — single page or multi-page site —
to make structured information explorable through layout and navigation.
haowjy/structured-artifact
Review work after prose exists: editorial review, craft critique, continuity/voice review, copyediting, proofreading, and synthesis of reader-sim signal. Load when diagnosing a draft rather than rewriting it.
haowjy/story-review
Planning work before prose: creative direction, story-planning, outlining, and story architecture. Load when deciding what should happen or how a story should be structured.
haowjy/story-planning
Creative-writing domain knowledge for durable story state. Load when preserving or retrieving project memory — fact extraction, context scoping, reference writing, artifact layout, and issue tracking. If you are a knowledge agent such as kb-lead, load this for the fiction-specific categories and conventions your general methodology doesn't cover.
haowjy/story-memory
Shared vocabulary for creative writing projects. Load when establishing canonical story terms, resolving ambiguous names, checking term consistency, or deciding where vocabulary belongs in kb/.
haowjy/shared-dao
User-invoked pause before reporting to check intent vs literal completion, surface adjacent wins, and route knowledge capture.
haowjy/reflect
Read as a specified first-time reader persona and report the felt experience. Use for skill-only workflows when a draft needs persona-bound reader-response signal instead of analytical critique.
haowjy/reader-sim
Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs minimal and load-bearing.
haowjy/qi-layer
One-time project setup for creative writing. Interviews you about your project, collects writing samples, proposes kb structure, and creates CLAUDE.md with project conventions.
haowjy/project-setup
Use when validating markdown links or Mermaid diagrams.
haowjy/md-validation
Load before writing or revising human-facing text. Choose words deliberately, ground the piece in the reader's context, and remove default LLM phrasing before the final draft.
haowjy/llm-writing
Use when deciding where knowledge goes or reading/writing durable docs: AGENTS.md, .context/, KB, docs/, and work directories.
haowjy/knowledge-layers
Maintaining the story knowledge base: creating, updating, and organizing wiki-style reference pages in kb/. Use when capturing finalized story knowledge, updating character profiles, documenting world mechanics, or restructuring the kb.
haowjy/kb-management
Use before acting on human instructions: separate what they said from what they meant.
haowjy/intent-modeling
Load for large human-facing outputs: reports, docs, multi-section
explanations, artifacts. Choose the right form for each beat (prose, diagram,
table, mockup) and put the answer first, depth behind it. If the medium allows, use progressive disclosure.
haowjy/information-hierarchy
Use when challenging a plan — grills the author against documented decisions and sharpens terminology.
haowjy/grill-with-docs
Load when no subagents are available and one agent must plan, draft, critique, research, and capture memory by switching stances.
haowjy/creative-writing-muse
Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.
haowjy/creative-writing-modes
Craft references for writing fiction well: prose, scenes, style, voice, and genre/page-level technique. Load when a writer, critic, or muse needs how-to-write guidance rather than a production mode.
haowjy/creative-writing-craft
Load when a story needs factual grounding the writer doesn't have: historical detail, cultural texture, domain accuracy, or how other authors handled similar material. Pass the question and story context; returns a sourced report the writer can draw from.
haowjy/creative-research
Speak as a specified character from their current knowledge, voice, and emotional state. Use for skill-only workflows that need in-character conversation, voice discovery, or relationship pressure tests.
haowjy/character-sim