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story-review

story-review is a skill for Claude Code, Codex from Natsummerance/readMD. It costs 43 tokens per session (409 once invoked), scanned A, a copy of story-review, MIT.

An analytical review guide for prose that already exists, covering structure, writing style, correctness, continuity, voice, and proofreading. It is for diagnosing a draft rather than rewriting it.

In plain words
What is it for?
Use it to review a story or book at the appropriate level, from overall structure and character development to line editing, copyediting, proofreading, and reader-response analysis.
Why use it?
Writers may need to know what kind of revision a draft requires before changing sentences. This separates large structural problems from later wording, grammar, and spelling checks.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 26repo 29d ago A scan 43 tokens copy · 89% MIT

Good fit Use it to review a story or book at the appropriate level, from overall structure and character development to line editing, copyediting, proofreading, and reader-response analysis.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/natsummerance/readmd/story-review
View source ↗ Natsummerance/readMD readmd.asia
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Natsummerance/readMD --skill story-review
Clone the repo
git clone --depth 1 https://github.com/Natsummerance/readMD

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for story-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/natsummerance/readmd/story-review/github.svg)](https://agentmods.dev/skills/natsummerance/readmd/story-review)
Your own site
<a href="https://agentmods.dev/skills/natsummerance/readmd/story-review"><img src="https://agentmods.dev/badge/skills/natsummerance/readmd/story-review/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for story-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/natsummerance/readmd/story-review"><img src="https://agentmods.dev/badge/skills/natsummerance/readmd/story-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 409 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 89% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00043 $0.00409
Opus 5.5 $0.00017 $0.00164
Sonnet 5.5 $0.00009 $0.00082
Haiku 4.5 $0.00004 $0.00041

Measured 2mo ago against content hash 33a57a6f00fa, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

story-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (resources/prose-critique/analyze.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

89% identical to story-review — 8 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

assets/upstream/haowjy-creative-writing-skills/fd7a3ad9cd7697a0645ff6ff4bd5e809cf7673a3/skills/story-review/SKILL.md · 45 lines

What it actually says

Story Review

Analytical review of existing prose. This skill is for diagnosis, not rewriting. Keep /reader-sim separate when the task needs a felt first-time reader experience rather than analytical critique.

Choose the review level before reading. Start big before small unless the caller explicitly asks for a late-stage pass. The edit levels move from structural to surface, and each assumes the levels above it are stable:

  • Editorial review — holistic third-party book-editor pass. What kind of revision does this draft need, and in what order?
  • Developmental edit — structure, promise, causality, pacing, character arc. Is the draft the right shape?
  • Line edit — voice, rhythm, clarity, texture. Does the prose move well?
  • Copyedit — grammar, usage, punctuation, consistency. Is it correct?
  • Proofreading — final surface pass. What slipped through?

Each level has a dedicated resource with method and checklist:

  • resources/editorial-review.md
  • resources/developmental-edit.md
  • resources/line-edit.md
  • resources/copyedit.md
  • resources/proofreading.md

For adversarial craft critique (as opposed to editorial review), load:

  • resources/prose-critique.md — methodology and focus-area routing.
  • resources/prose-critique/ — deep resources per focus area (structure, character, voice, prose, continuity).

When review incorporates reader-sim data:

  • resources/reader-sim-signal.md — how to interpret and synthesize reader-sim output alongside analytical critique.
Files

What ships with it

15 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 45 lines · 43 tokens per session scan A 33a57a6f00fa

Subscribe to this mod's changes

story-review is a skill published in the GitHub repository Natsummerance/readMD (26 stars, last pushed 29d ago), licensed MIT. It adds 43 tokens to every session and 409 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 89% identical to story-review, differing in 8 lines, and is treated as a copy.

LaTeXWriting and docsbibtexcross-platformdesktop-appkylinoslinux
Related

story-review compared with skills from other repositories

story-review next to 6 skills from other repositories
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story-reviewNatsummerance/readMDSkill2629d agoMITA43Claude Code, Codex
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