Agent skill

Story Sense

by jwynia in jwynia/agent-skills

Diagnose what any story needs regardless of its current state.

MITAuto-check passedWriting & Content

Install Story Sense

skills CLI
$ npx skills add jwynia/agent-skills --skill story-sense -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jwynia/agent-skills story-sense --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/creative/fiction/core/story-sense .claude/skills/story-sense && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
story-sense
GitHub stars
170
Token cost
~1.4k tokens
SKILL.md length
487 words
Files
5 (incl. scripts)
Skills in repo
111
Repo updated
First seen
Licence
MIT

At a glance

Diagnose what any story needs regardless of its current state.

  • Works in 6 steps: Listen for symptoms - What are they… → Ask clarifying questions - Get specific… → Identify the state - Match symptoms to… → …
  • Tasks that involve Creative writing and fiction
  • SKILL.md covers When to Use This Skill, Core Principle, The Story States and Decision Tree, plus 4 more sections
  • Runs TypeScript scripts from its folder; calls deno

What it does

Story Sense is an agent skill from jwynia/agent-skills. Diagnose what any story needs regardless of its current state. This skill should be used when a writer is stuck, evaluating story problems, when narrative feels broken, or when someone asks 'what's wrong with my story?'. Keywords: story, diagnosis, stuck, narrative, plot, character, worldbuilding, revision.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts (for example `data/functions-forms.json`, `data/genre-elements.json` and `scripts/entropy.ts`). Compatibility notes: Works with any fiction format. Entry point for fiction diagnostics.

It sits in Writing & Content, covering Creative writing and fiction. The licence is MIT.

When your agent uses it

  • Tasks that involve Creative writing and fiction

Example prompts

  • “s wrong with my story?”
  • “/story-sense”

Requirements

  • Node.js
  • Compatibility (from SKILL.md): Works with any fiction format. Entry point for fiction diagnostics.

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Listen for symptoms - What are they describing as the problem?
  2. Ask clarifying questions - Get specific about where they're stuck
  3. Identify the state - Match symptoms to state list
  4. Name the diagnosis - Explain what you're seeing
  5. Recommend intervention - Point to specific skill
  6. Offer next steps - What should they try first?

What it can do on your machine

Read from SKILL.md and the folder at commit e02ec7e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (TypeScript), which the agent can run.

    Shell commands in SKILL.md call:

    • deno

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Works with any fiction format. Entry point for fiction diagnostics.

    From compatibility in the SKILL.md frontmatter.

Context cost

Story Sense loads about 1.4k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 487 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from jwynia/agent-skills at commit e02ec7e, republished under its MIT licence (© jwynia). 487 words, ~1,364 tokens.

Download SKILL.mdSave it as .claude/skills/story-sense/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
story-sense
description
Diagnose what any story needs regardless of its current state. This skill should be used when a writer is stuck, evaluating story problems, when narrative feels broken, or when someone asks 'what's wrong with my story?'. Keywords: story, diagnosis, stuck, narrative, plot, character, worldbuilding, revision.
compatibility
Works with any fiction format. Entry point for fiction diagnostics.
license
MIT
metadata.author
jwynia
metadata.version
1.0
metadata.type
diagnostic
metadata.mode
diagnostic
metadata.domain
fiction

Story Sense: Diagnostic Skill

Identify what state a story is in and what it needs to move forward. This is not a linear process but a diagnostic model: Assess → Diagnose → Intervene → Reassess.

When to Use This Skill

Use this skill when:

  • Writer is stuck and doesn't know why
  • Story feels broken but root cause unclear
  • Need to evaluate story problems systematically
  • Someone asks "what's wrong with my story?"

Do NOT use this skill when:

  • Writer wants you to write the story (use story-collaborator)
  • Writer wants coaching questions only (use story-coach)
  • Publishing/marketing questions (use book-marketing)

Core Principle

Story Sense is the ability to know what any story needs, regardless of its current state or intended medium.

There's no such thing as "stuck." There's only:

  • Not yet having diagnosed the problem
  • Not yet applying the right intervention

The Story States

State 0: No Story (Blank Page)

Symptoms: Nothing exists yet Interventions: story-idea-generator, elemental genres

State 1: Concept Without Foundation

Symptoms: Have idea but world/characters/plot feel thin Interventions: cliche-transcendence, systemic-worldbuilding, key-moments

State 2: World Without Life

Symptoms: Setting exists but feels like backdrop Interventions: worldbuilding skill suite (belief-systems, economic-systems, governance-systems)

State 3: Flat Non-Humans

Symptoms: Aliens/fantasy species feel like humans in costume Interventions: conlang, species development frameworks

State 4: Characters Without Dimension

Symptoms: Characters serve plot rather than driving it Interventions: character-arc, underdog-unit, positional-revelation

State 4.5: Plot Without Pacing

Symptoms: Scenes work individually but don't accumulate Interventions: scene-sequencing

State 5: Plot Without Purpose

Symptoms: Events happen but don't accumulate meaning Interventions: moral-parallax, key-moments

State 5.5: Dialogue Feels Flat

Symptoms: Characters sound alike, conversations lifeless Interventions: dialogue

State 5.75: Ending Doesn't Land

Symptoms: Story builds well but resolution disappoints Interventions: endings

State 5.85: Draft Not Progressing

Symptoms: Planning done but draft isn't happening Interventions: drafting

Show full SKILL.md (196 more words)Show less
State 5.9: Prose Feels Flat

Symptoms: Story works but sentences are functional not memorable Interventions: prose-style

State 6: Draft Complete, Needs Revision

Symptoms: Draft exists but revision feels overwhelming Interventions: revision

State 7: Ready for Evaluation

Symptoms: Story exists but quality uncertain Interventions: sensitivity-check, story-analysis

Decision Tree

Is there anything on the page?
├── NO → story-idea-generator
└── YES → What's the problem?
    ├── Feels generic → cliche-transcendence
    ├── World feels thin → worldbuilding
    ├── Non-humans feel fake → conlang
    ├── Characters flat → character-arc
    ├── Pacing off → scene-sequencing
    ├── Dialogue wooden → dialogue
    ├── Ending weak → endings
    ├── Meaning unclear → moral-parallax
    ├── Draft not progressing → drafting
    ├── Prose flat → prose-style
    └── Draft needs revision → revision

Diagnostic Process

  1. Listen for symptoms - What are they describing as the problem?
  2. Ask clarifying questions - Get specific about where they're stuck
  3. Identify the state - Match symptoms to state list
  4. Name the diagnosis - Explain what you're seeing
  5. Recommend intervention - Point to specific skill
  6. Offer next steps - What should they try first?

Available Scripts

entropy.ts

Injects creative randomness from curated lists.

bash
deno run --allow-read scripts/entropy.ts lies
deno run --allow-read scripts/entropy.ts disasters --count 3
deno run --allow-read scripts/entropy.ts --combo

Lists: lies, ghosts, disasters, dilemmas, professions, locations, collisions, openings

functions.ts

Generates characters from abstract story functions.

bash
deno run --allow-read scripts/functions.ts
deno run --allow-read scripts/functions.ts --setting scifi
deno run --allow-read scripts/functions.ts healer --setting fantasy

Functions: healer, enforcer, keeper_of_secrets, maker, trader, guide, entertainer, death_worker, transgressor

Anti-Patterns

Prescribing Instead of Diagnosing

Fix: Always ask clarifying questions before diagnosing.

Framework Overload

Fix: Recommend one intervention. Expand after reassessment.

Ignoring Writer's Energy

Fix: Balance diagnostic accuracy with what energizes the writer.

Treating Structure as Story

Fix: Keep asking "Does this feel right?" alongside structural diagnosis.

Routes to all fiction skills based on diagnosed state.

© jwynia, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts) in skills/creative/fiction/core/story-sense of jwynia/agent-skills.

  • SKILL.md
  • data/functions-forms.json
  • data/genre-elements.json
  • scripts/entropy.ts
  • scripts/functions.ts

Open the folder on GitHubat commit e02ec7e

Compare with similar skills

Story Sense next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Story Sense compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Story Sense this skilljwynia/agent-skills170—~1.4kAutomated safety check: PassMIT
Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode7.4k3 repos~3kAutomated safety check: PassMIT
Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode7.4k2 repos~1.2kAutomated safety check: PassMIT
InkOS Creative HarnessNarcooo/inkos10k1 repos~1.1kAutomated safety check: PassAGPL-3.0
Novel Arteternityspring/shuohao-skills4.3k—~1.1kAutomated safety check: NotesApache-2.0
SepiaNanako0129/sepia3.1k—~3.6kAutomated safety check: PassMIT

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  • Drives long-form fiction, scripts, storyboards, interactive films and long-document translation through InkOS, with every change made by a typed action.

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Questions about Story Sense

What does Story Sense do?

Diagnose what any story needs regardless of its current state. Story Sense is an agent skill from jwynia/agent-skills. Diagnose what any story needs regardless of its current state.

When should I use Story Sense?

Story Sense fits situations like: tasks that involve Creative writing and fiction.

How do I install Story Sense in Claude Code?

Run `npx skills add jwynia/agent-skills --skill story-sense -a claude-code`. Or copy the skill folder (skills/creative/fiction/core/story-sense in jwynia/agent-skills) into .claude/skills/story-sense in your project. Claude Code loads it when a task matches its description.

How do I install Story Sense in Codex?

Run `npx skills add jwynia/agent-skills --skill story-sense -a codex`. Or copy the skill folder (skills/creative/fiction/core/story-sense in jwynia/agent-skills) into .agents/skills/story-sense in your project. Codex loads it when a task matches its description.

Can I use Story Sense in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jwynia/agent-skills --skill story-sense -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/story-sense, .gemini/skills/story-sense, .github/skills/story-sense and .opencode/skills/story-sense in your project.

What does Story Sense need to run?

Going by SKILL.md and its folder, Story Sense needs TypeScript for the scripts in its folder and the command-line tools its instructions call (deno). Our summary lists: Node.js. Compatibility (from SKILL.md): Works with any fiction format. Entry point for fiction diagnostics..

Does Story Sense access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Story Sense safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Story Sense use?

Story Sense is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Story Sense use?

About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Story Sense?

Skills that share tags, products or a category with Story Sense: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars), InkOS Creative Harness (Narcooo/inkos, 10k stars) and Novel Art (eternityspring/shuohao-skills, 4.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Story Sense?

jwynia (a GitHub user) maintains it in jwynia/agent-skills, which has 170 GitHub stars. The repository holds 111 skills in this directory. The repository was last updated on February 24, 2026.

Source: jwynia/agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.