Verbalized Sampling
gnurio/nurijanian-skills
Generate diverse outputs by prompting for a probability distribution instead of a single response.
Generate original storylines from any universe bible without plagiarizing source material.
$ npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ThomasHoussin/Claude-Book story-ideator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ThomasHoussin/Claude-Book.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/story-ideator .claude/skills/story-ideator && rm -rf skills-srcUse ~/.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/
Install the "story-ideator" agent skill from https://github.com/ThomasHoussin/Claude-Book/tree/main/.claude/skills/story-ideator into .claude/skills/story-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-ideator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ThomasHoussin/Claude-Book/tree/main/.claude/skills/story-ideatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ThomasHoussin/Claude-Book story-ideator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThomasHoussin/Claude-Book.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/story-ideator .agents/skills/story-ideator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "story-ideator" agent skill from https://github.com/ThomasHoussin/Claude-Book/tree/main/.claude/skills/story-ideator into .agents/skills/story-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-ideator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ThomasHoussin/Claude-Book story-ideator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThomasHoussin/Claude-Book.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/story-ideator .cursor/skills/story-ideator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "story-ideator" agent skill from https://github.com/ThomasHoussin/Claude-Book/tree/main/.claude/skills/story-ideator into .cursor/skills/story-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-ideator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ThomasHoussin/Claude-Book.git --path .claude/skills/story-ideator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ThomasHoussin/Claude-Book story-ideator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThomasHoussin/Claude-Book.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/story-ideator .gemini/skills/story-ideator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "story-ideator" agent skill from https://github.com/ThomasHoussin/Claude-Book/tree/main/.claude/skills/story-ideator into .gemini/skills/story-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-ideator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ThomasHoussin/Claude-Book story-ideatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ThomasHoussin/Claude-Book.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/story-ideator .github/skills/story-ideator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "story-ideator" agent skill from https://github.com/ThomasHoussin/Claude-Book/tree/main/.claude/skills/story-ideator into .github/skills/story-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-ideator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ThomasHoussin/Claude-Book story-ideator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThomasHoussin/Claude-Book.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/story-ideator .opencode/skills/story-ideator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "story-ideator" agent skill from https://github.com/ThomasHoussin/Claude-Book/tree/main/.claude/skills/story-ideator into .opencode/skills/story-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "story-ideator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
story-ideatorGenerate original storylines from any universe bible without plagiarizing source material.
Story Ideator is an agent skill from ThomasHoussin/Claude-Book. Generate original storylines from any universe bible without plagiarizing source material. Use when creating new adventures using established characters, locations, and style. Triggers on "invent a story", "create a new adventure", "generate synopsis", "brainstorm plot".
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/ideation-techniques.md`).
It sits in Agent Workflows, covering Brainstorming. The repository describes itself as: A Multi-Agent Framework for Writing Novels with Claude Code. The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 3fdebbb. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Story Ideator loads about 1.6k tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 642 words of instructions outside code blocks.
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.
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); files beside SKILL.md are not scanned.
The full file from ThomasHoussin/Claude-Book at commit 3fdebbb, republished under its MIT licence (© ThomasHoussin). 642 words, ~1,630 tokens.
.claude/skills/story-ideator/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Generate original storylines using an established universe bible. The goal is authentic stories that feel like they belong in the universe while being completely new.
NEVER:
ALWAYS:
Before ideation, verify these files exist:
bible/style.md - Writing constraintsbible/structure.md - Narrative arc patternsbible/characters/*.md - Character profilesbible/universe/*.md - Location filesIf analysis/output/*/structure.md files exist, load them for anti-plagiarism checks.
Read and extract from bible:
Characters: List all from bible/characters/, extract:
Locations: List all from bible/universe/, extract:
Structure constraints: From bible/structure.md:
Style constraints: From bible/style.md:
Output: Brief synthesis in .work/universe-context.md
Generate 10-15 story seeds using these methods. Apply them to the SPECIFIC characters and locations found in Phase 1:
A. What-If Inversion Take a character's usual role and invert it:
B. Location Collision Combine two locations in unexpected ways:
C. External Pressure Introduce constraints the series hasn't explored:
D. Relationship Stress Test Create conflict BETWEEN protagonists:
E. Genre Blend Mix the series formula with adjacent elements:
Output: Numbered list of seeds in .work/story-seeds.md
Present seeds to user. For selected seed:
Expand to Logline (1-2 sentences)
Define MICE Type (Orson Scott Card)
Map to Structure Template
Use patterns from bible/structure.md:
Output: Expanded seed in .work/selected-seed.md
If analysis/output/*/structure.md files exist, compare generated plot:
Extract from each source structure.md:
Compare to generated plot:
| Element | Generated | Source 1 | Source 2 | ... |
|---|---|---|---|---|
| Conflict type | ||||
| Antagonist | ||||
| Discovery | ||||
| Resolution | ||||
| Location role |
Scoring:
Output: Comparison table in .work/plagiarism-check.md
Write synopsis following structure:
# [Title]
## Logline
[1-2 sentences]
## Setup
[Initial situation, what triggers the adventure]
## Conflict
[Main obstacle, antagonist forces, stakes]
## Complications
[2-3 escalating problems]
## Climax
[Confrontation, how protagonists solve it]
## Resolution
[New equilibrium, character growth]
## Themes
[What the story explores beyond plot]Output: story/synopsis.md
Create detailed chapter plan matching structure from bible/structure.md:
# Chapter Plan
## Chapter 1: [Title]
**Function**: [Setup/Catalyst/Development/Climax/Resolution]
**Location**: [From bible/universe/]
**POV focus**: [Which character(s)]
**Events**:
- [Beat 1]
- [Beat 2]
- [Beat 3]
**Ends with**: [Hook for next chapter]
[Repeat for all chapters per bible/structure.md chapter count]Output: story/plan.md
Match language of bible/style.md.
Internal thinking/checks can be in English.
User can trigger abbreviated flow:
Ideate: [constraint] → Skip to Phase 2 with constraintDevelop seed N → Take seed N directly to Phase 3Check plot: [description] → Run only Phase 4 on description© ThomasHoussin, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in .claude/skills/story-ideator of ThomasHoussin/Claude-Book.
Open the folder on GitHubat commit 3fdebbb
Story Ideator 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Story Ideator this skillThomasHoussin/Claude-Book | 121 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Verbalized Samplinggnurio/nurijanian-skills | 124 | — | ~2k | Automated safety check: Warn | MIT | |
| Creative Thinking For ResearchOrchestra-Research/AI-Research-SKILLs | 13k | 2 repos | ~5.5k | Automated safety check: Pass | MIT | |
| Light Idea CritiqueLight0305/Light-skills | 640 | — | ~4.7k | Automated safety check: Pass | MIT | |
| Idea Generation And Ideationsocial-media-skills/skills | 134 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Divergebrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~861 | Automated safety check: Notes | Custom licence |
gnurio/nurijanian-skills
Generate diverse outputs by prompting for a probability distribution instead of a single response.
Orchestra-Research/AI-Research-SKILLs
Applies cognitive science frameworks for creative thinking to CS and AI research ideation.
Light0305/Light-skills
Light 科研主线第 4 步·审 idea:以顶会审稿人标准严审 idea,撞车/无创新 fatal flaw 一票否决(critical 门), 逼出真能发表的 idea。何时用:用户问"这 idea 行不行/够不够新/能不能发""帮我严审/挑刺/找致命问题" / idea 定稿前把关 / 收到 idea-generation 的候选要审 / 怀疑撞车(被人做过)。触发词:审 idea /…
social-media-skills/skills
The idea-system craft — never run out of content ideas by running a system instead of waiting for inspiration.
brycewang-stanford/Auto-Empirical-Research-Skills
Before implementing, generate 3-5 conceptually distinct approaches labeled by creativity dimension (Novel, Surprising, Diverse, Conventional), then hold for selection.
yaojingang/yao-meta-skill
Create, improve, or evaluate an existing skill from workflows, prompts, SOPs, scripts.
ThomasHoussin/Claude-Book
Analyze source books to extract structured bible files (style, characters, structure, universe).
ThomasHoussin/Claude-Book
Improve chapter perplexity score by rewriting AI-suspect sentences.
ThomasHoussin/Claude-Book
Merge multiple book analyses into a unified bible. An agent skill from ThomasHoussin/Claude-Book.
Categories
Generate original storylines from any universe bible without plagiarizing source material. Story Ideator is an agent skill from ThomasHoussin/Claude-Book. Generate original storylines from any universe bible without plagiarizing source material.
Story Ideator fits situations like: creating new adventures using established characters; create a new adventure; generate synopsis; brainstorm plot.
Run `npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a claude-code`. Or copy the skill folder (.claude/skills/story-ideator in ThomasHoussin/Claude-Book) into .claude/skills/story-ideator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ThomasHoussin/Claude-Book --skill story-ideator -a codex`. Or copy the skill folder (.claude/skills/story-ideator in ThomasHoussin/Claude-Book) into .agents/skills/story-ideator in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ThomasHoussin/Claude-Book --skill story-ideator -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-ideator, .gemini/skills/story-ideator, .github/skills/story-ideator and .opencode/skills/story-ideator in your project.
SKILL.md names no scripts, command-line tools or credentials: Story Ideator is instructions for the agent only.
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.
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. Review the folder before installing.
Story Ideator is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.8k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Story Ideator: Verbalized Sampling (gnurio/nurijanian-skills, 124 stars), Creative Thinking For Research (Orchestra-Research/AI-Research-SKILLs, 13k stars), Light Idea Critique (Light0305/Light-skills, 640 stars) and Idea Generation And Ideation (social-media-skills/skills, 134 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ThomasHoussin (a GitHub user) maintains it in ThomasHoussin/Claude-Book, which has 121 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on January 22, 2026.
Source: ThomasHoussin/Claude-Book on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.