cw-prose-writing▌
haowjy/creative-writing-skills · updated Apr 8, 2026
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Write narrative fiction following your project's established style and conventions.
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 to use cw-prose-writing on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add cw-prose-writing
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches cw-prose-writing from GitHub repository haowjy/creative-writing-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate cw-prose-writing. Access the skill through slash commands (e.g., /cw-prose-writing) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★54 reviews- ★★★★★Shikha Mishra· Dec 28, 2024
Keeps context tight: cw-prose-writing is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Ren Thomas· Dec 28, 2024
cw-prose-writing has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Fatima Martinez· Dec 24, 2024
cw-prose-writing is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Layla Reddy· Dec 12, 2024
Solid pick for teams standardizing on skills: cw-prose-writing is focused, and the summary matches what you get after install.
- ★★★★★Valentina Malhotra· Dec 4, 2024
I recommend cw-prose-writing for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Yash Thakker· Nov 19, 2024
Registry listing for cw-prose-writing matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Ren Bansal· Nov 19, 2024
cw-prose-writing fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Hiroshi Abebe· Nov 15, 2024
cw-prose-writing reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Sophia Nasser· Nov 3, 2024
We added cw-prose-writing from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Valentina Lopez· Oct 22, 2024
cw-prose-writing fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
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