cw-prose-writing

haowjy/creative-writing-skills · updated Apr 8, 2026

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$npx skills add https://github.com/haowjy/creative-writing-skills --skill cw-prose-writing
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summary

Write narrative fiction following your project's established style and conventions.

skill.md

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 structure
  • WRITING.md, CONVENTIONS.md, STYLE.md
  • README.md - May contain writing instructions

Step 2: Find Style Guide Locations

Common locations:

  • .cursor/rules/styles/ - Style files (.md or .skill packages)
  • .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

  1. Check project structure for chapter organization
  2. Match existing naming conventions
  3. Use appropriate directory
  4. Include proper frontmatter if project uses it

Integration with Style Skills

The workflow:

  1. User writes chapters naturally
  2. User uses cw-style-skill-creator to create style skills
  3. This skill loads and follows those style skills
  4. 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

How to use cw-prose-writing on Cursor

AI-first code editor with Composer

1

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
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/haowjy/creative-writing-skills --skill cw-prose-writing

The skills CLI fetches cw-prose-writing from GitHub repository haowjy/creative-writing-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/cw-prose-writing

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

GET_STARTED →

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. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 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

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.654 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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