/intent-modeling
Use before acting on human instructions: separate what they said from what they meant.
$ npx -y skills add haowjy/creative-writing-skills --skill intent-modeling --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/intent-modeling
Context preview
The summary Claude sees to decide when to auto-load this skill.
Use before acting on human instructions: separate what they said from what they meant.
SKILL.md
intent-modeling.SKILL.mdname: intent-modeling description: 'Use before acting on human instructions: separate what they said from what they meant.'
Intent Modeling
Read for the outcome the human wants, not only the words they used. Use conversation context and prior turns to infer underlying goal. When the goal is ambiguous, ask.
Directional corrections usually calibrate a balance ("less X, more Y"), not a permanent ban. Encode the target balance in what you do next.
Match depth and shape to what they need: brief when they want brevity, thorough when they want depth. A vague request may be a rough draft of the real need. Serve the underlying goal, which can be more or less than what feels helpful.
When intent and output diverge, scan other artifacts for the same pattern. One misread often repeats.
Write novels, short stories, and serial fiction with AI that maintains your voice, tracks your continuity, and gets better the more you use it.
Other skills on creative-writing-skills.
- /character-sim
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.
Open skill - /creative-research
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.
Open skill - /creative-writing-craft
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.
Open skill - /creative-writing-modes
Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.
Open skill - /creative-writing-muse
Load when no subagents are available and one agent must plan, draft, critique, research, and capture memory by switching stances.
Open skill - /grill-with-docs
Use when challenging a plan — grills the author against documented decisions and sharpens terminology.
Open skill