MCPInstall

cw-story-critique

Creative writing skill for analyzing and critiquing story content. Use when the user requests feedback, critique, or analysis of their writing. Provides balanced feedback calibrated to intended audience.

Installs
118
Last 24h
—
Trending rank
—
Security
Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/haowjy/creative-writing-skills --skill cw-story-critique
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads cw-story-critique automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Story Critique

Analyze story content and provide constructive feedback.

Process

1. Understand Context First

Always ask about audience and goals before critiquing:

Before I critique this, help me understand:

1. Target audience? (YA, adult, genre, platform)
2. What feedback are you looking for? (big picture, line-level, both, harsh-only)
3. Draft stage? (early = focus on major issues, later = details OK)

If user doesn't provide context, infer from content or ask targeted follow-ups.

2. Adapt Structure to Story Needs

Don't force rigid templates. Each story needs different things:

  • Sometimes extensive character analysis, minimal plot discussion
  • Sometimes pacing is the main issue and everything else works
  • Sometimes prose quality overshadows other concerns

Common areas to consider (not mandatory):

  • Plot & structure (causation, stakes, logic)
  • Character (motivation, consistency, agency)
  • Pacing & flow
  • Dialogue
  • Prose quality
  • Genre/audience fit

See references/critique-areas.md for detailed breakdowns - this is a reference, not a checklist.

3. Trust Your Analysis

Notice what matters, not just what's listed. If something affects the story but isn't in any reference guide, say it:

  • Unusual structural choices
  • Tonal issues
  • Thematic confusion
  • Unique voice elements
  • Anything else relevant

4. Use Web Search When Helpful

Search when you'd benefit from:

  • Genre convention verification
  • Narrative technique terminology
  • How similar stories handled challenges
  • Fact checking
  • Craft advice on specific techniques

5. Calibrate to Context

  • Early draft → big picture issues
  • Later draft → line-level details OK
  • Genre matters (thriller vs literary, fanfic vs traditional)
  • Platform matters (web serial needs hooks, traditional needs opening, fanfic needs canon adherence)

Output Modes

Balanced (default): Strengths + areas for improvement + priorities

Harsh (if requested): Focus on problems, minimize or skip strengths section

Flexible: Whatever structure serves this story best

Skills are Composable

Feel free to combine with other skills when helpful - e.g., using cw-official-docs to check canon accuracy during critique.

FAQ

What does the cw-story-critique skill do?

Creative writing skill for analyzing and critiquing story content. Use when the user requests feedback, critique, or analysis of their writing. Provides balanced feedback calibrated to intended audience.

How do I install cw-story-critique?

Run npx skills add https://github.com/haowjy/creative-writing-skills --skill cw-story-critique in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/cw-story-critique/ (personal) or .claude/skills/cw-story-critique/ (project).

Which AI agents can use cw-story-critique?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is cw-story-critique safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains cw-story-critique?

It is published by haowjy in haowjy/creative-writing-skills. It has 118 recorded installs.

More from haowjy/creative-writing-skills

View all →

writing-principles

haowjy/creative-writing-skills

What fiction readers want (reader reward channels) and the specific ways LLM training damages them. Load when drafting prose, critiquing, or diagnosing why a passage feels flat.

Docs & Writing1K installs

creative-writing-craft

haowjy/creative-writing-skills

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.

Docs & Writing788 installs

llm-writing

haowjy/creative-writing-skills

Load before writing or revising human-facing text. Choose words deliberately, ground the piece in the reader's context, and remove default LLM phrasing before the final draft.

Docs & Writing751 installs

writing-staffing

haowjy/creative-writing-skills

Dispatch reference for composing writing teams. Teaches which extra skills to attach, which files to pass, which resources to reference, and when to fan out versus run parallel lanes. Load when staffing a workflow.

Docs & Writing724 installs

story-review

haowjy/creative-writing-skills

Review work after prose exists: editorial review, craft critique, continuity/voice review, copyediting, proofreading, and synthesis of reader-sim signal. Load when diagnosing a draft rather than rewriting it.

story-planning

haowjy/creative-writing-skills

Planning work before prose: creative direction, story-planning, outlining, and story architecture. Load when deciding what should happen or how a story should be structured.

Popular docs & writing skills

View category →

grill-with-docs

mattpocock/skills

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Docs & Writing1.2M installs

lark-markdown

open.feishu.cn

飞书 Markdown:查看、创建、上传、编辑和比较飞书中的原生 Markdown 文件。当用户要操作飞书 Markdown 文件,或比较其远端版本及本地草稿时使用。纯本地 Markdown 文件操作不触发本 skill。不负责将 Markdown 导入为飞书在线文档,也不负责文件搜索、权限、评论、移动、删除等云空间管理操作。

Docs & Writing778.7K installs

writing-beats

mattpocock/skills

Writing, exploit; assemble raw material into a journey of beats, grounding each term before a beat leans on it.

Docs & Writing490.7K installs

writing-shape

mattpocock/skills

Writing, exploit: shape raw material into an article, paragraph by paragraph.

Docs & Writing490.2K installs

writing-fragments

mattpocock/skills

Writing, explore: mine raw fragments, no structure yet.

Docs & Writing489.6K installs

writing-for-agents

mattpocock/skills

Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

Docs & Writing479.3K installs