# Intent Modeling

> Use before acting on human instructions: separate what they said from what they meant.

- **Type:** Skill
- **Install:** `agentstack add skill-haowjy-creative-writing-skills-intent-modeling`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [haowjy](https://agentstack.voostack.com/s/haowjy)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [haowjy](https://github.com/haowjy)
- **Source:** https://github.com/haowjy/creative-writing-skills/tree/main/cw/skills/intent-modeling

## Install

```sh
agentstack add skill-haowjy-creative-writing-skills-intent-modeling
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [haowjy](https://github.com/haowjy)
- **Source:** [haowjy/creative-writing-skills](https://github.com/haowjy/creative-writing-skills)
- **License:** Apache-2.0

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-haowjy-creative-writing-skills-intent-modeling
- Seller: https://agentstack.voostack.com/s/haowjy
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.