cw-prose-writing
Creative writing skill for drafting and editing narrative fiction prose. Use when writing new scenes, chapters, or dialogue, or when editing existing prose. Discovers and follows project-specific style guides, character voice conventions, and formatting preferences.
How do I install this agent skill?
npx skills add https://github.com/haowjy/creative-writing-skills --skill cw-prose-writingIs this agent skill safe to install?
- Gen Agent Trust Hubfail
This prose writing skill is vulnerable to Indirect Prompt Injection because it is designed to discover and follow instructions found in local project files such as STYLE.md. If these files are compromised, an attacker could hijack the agent's behavior, potentially using its web search or file-writing capabilities for malicious purposes.
- Socketpass
No alerts
- Snykwarn
Risk: MEDIUM · No issues
- Runlayerpass
1 file scanned · No issues
What does this agent skill do?
Prose Writing
Write narrative fiction following your project's established style and conventions.
Before Writing: Discover Style Guidance
ALWAYS check for style guidance before writing:
Step 1: Check Project Documentation
Look for:
CLAUDE.md- Often explains project structureWRITING.md,CONVENTIONS.md,STYLE.mdREADME.md- May contain writing instructions
Step 2: Find Style Guide Locations
Common locations:
.cursor/rules/styles/- Style files (.mdor.skillpackages).cursor/rules/- May contain style files.ai/styles/,.ai/rules/docs/style/,style/,writing/- Installed Claude skills
Style guides can be:
- Simple markdown files (
.md) - Full skill packages (
.skill) created by cw-style-skill-creator - Both work - read and follow their instructions
Step 3: Identify Relevant Guides
Different types:
- Master prose guide (overall writing style)
- Scene-type guides (dialogue, action, description)
- Character voice guides (how specific characters speak/think)
- POV guides (perspective and tense)
- Formatting guides (em dashes, ellipsis, scene breaks)
Read relevant guides BEFORE writing. If writing dialogue-heavy scene, read both master and dialogue guides.
Step 4: Check Reference Materials
Also look for:
- Character profiles (voice consistency, canon facts)
- Location wikis (setting details)
- Timeline docs (chronology)
- Lore pages (worldbuilding accuracy)
If No Style Guides Exist
When NO style guides found:
Inform user:
I don't see any style guides in your project yet. I can write in
competent default prose, but you'll get better results by creating
style guides first using the cw-style-skill-creator skill.
Would you like me to:
1. Write in default style for now
2. Help you create style guides first
3. Search your project for existing style documentation
If user wants you to proceed anyway:
- Write in clean, competent prose
- Look for patterns in existing chapters if available
- Use neutral narrative voice
- Follow basic conventions
Using Web Search
Search when helpful for:
- Research for scenes (locations, historical details, technical accuracy)
- Verifying facts mentioned in prose
- Finding inspiration or reference examples
- Genre convention research
- Cultural accuracy verification
Writing Workflow
While Writing:
- Apply discovered style conventions
- Match character voices to profiles
- Respect established canon
- Use project formatting conventions
- Maintain consistent POV and tense
Self-Check After:
- Does this match the project's voice?
- Is POV/tense consistent?
- Do characters sound like themselves?
- Are canon facts accurate?
Output Format
Claude.ai Chat
Markdown artifact with proper formatting
Claude Code
- Check project structure for chapter organization
- Match existing naming conventions
- Use appropriate directory
- Include proper frontmatter if project uses it
Integration with Style Skills
The workflow:
- User writes chapters naturally
- User uses cw-style-skill-creator to create style skills
- This skill loads and follows those style skills
- Result: AI writes in user's established style
Without style guides: Generic competent prose
With style guides: YOUR specific voice
Skills are Composable
Feel free to combine with other skills - e.g., using cw-official-docs to check character details while writing.
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/haowjy/creative-writing-skills/cw-prose-writing">View cw-prose-writing on skillZs</a>