Story Multi-Perspective Review
zenstory-ai/oh-story-claudecode
Reviews Chinese web-novel text with several reviewer agents in parallel, falling back to a single-agent pass, and reports structure, character, prose and setting problems with fixes.
Plan and architect a single chapter at beat-level granularity.
ProprietaryAuto-check passed
Install Chapter Architect
$ npx skills add robertguss/claude-code-toolkit --skill chapter-architect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install robertguss/claude-code-toolkit chapter-architect --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/robertguss/claude-code-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/non-fiction-book-factory/chapter-architect .claude/skills/chapter-architect && 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 "chapter-architect" agent skill from https://github.com/robertguss/claude-code-toolkit/tree/main/skills/non-fiction-book-factory/chapter-architect into .claude/skills/chapter-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chapter-architect", 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/robertguss/claude-code-toolkit/tree/main/skills/non-fiction-book-factory/chapter-architectType 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 robertguss/claude-code-toolkit --skill chapter-architect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install robertguss/claude-code-toolkit chapter-architect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/robertguss/claude-code-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/non-fiction-book-factory/chapter-architect .agents/skills/chapter-architect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "chapter-architect" agent skill from https://github.com/robertguss/claude-code-toolkit/tree/main/skills/non-fiction-book-factory/chapter-architect into .agents/skills/chapter-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chapter-architect", 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 robertguss/claude-code-toolkit --skill chapter-architect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install robertguss/claude-code-toolkit chapter-architect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/robertguss/claude-code-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/non-fiction-book-factory/chapter-architect .cursor/skills/chapter-architect && 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 "chapter-architect" agent skill from https://github.com/robertguss/claude-code-toolkit/tree/main/skills/non-fiction-book-factory/chapter-architect into .cursor/skills/chapter-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chapter-architect", 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/robertguss/claude-code-toolkit.git --path skills/non-fiction-book-factory/chapter-architect--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 robertguss/claude-code-toolkit --skill chapter-architect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install robertguss/claude-code-toolkit chapter-architect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/robertguss/claude-code-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/non-fiction-book-factory/chapter-architect .gemini/skills/chapter-architect && 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 "chapter-architect" agent skill from https://github.com/robertguss/claude-code-toolkit/tree/main/skills/non-fiction-book-factory/chapter-architect into .gemini/skills/chapter-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chapter-architect", 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 robertguss/claude-code-toolkit chapter-architectInstalls 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 robertguss/claude-code-toolkit --skill chapter-architect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/robertguss/claude-code-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/non-fiction-book-factory/chapter-architect .github/skills/chapter-architect && 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 "chapter-architect" agent skill from https://github.com/robertguss/claude-code-toolkit/tree/main/skills/non-fiction-book-factory/chapter-architect into .github/skills/chapter-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chapter-architect", 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 robertguss/claude-code-toolkit --skill chapter-architect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install robertguss/claude-code-toolkit chapter-architect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/robertguss/claude-code-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/non-fiction-book-factory/chapter-architect .opencode/skills/chapter-architect && 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 "chapter-architect" agent skill from https://github.com/robertguss/claude-code-toolkit/tree/main/skills/non-fiction-book-factory/chapter-architect into .opencode/skills/chapter-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chapter-architect", 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.
Facts
- Skill name
chapter-architect- GitHub stars
- 123
- Token cost
- ~1.9k tokens
- SKILL.md length
- 912 words
- Files
- 8 (incl. references, assets)
- Skills in repo
- 14
- Repo updated
- First seen
- Licence
- Proprietary
At a glance
Plan and architect a single chapter at beat-level granularity.
- Works in 5 steps: Orient → Brainstorm Beats → Sequence and Debate → …
- You have a chapter from the Architecture Document and need to create a detailed outline before drafting
- SKILL.md covers Core Philosophy, Session Flow, Inputs and Outputs, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Chapter Architect is an agent skill from robertguss/claude-code-toolkit. Plan and architect a single chapter at beat-level granularity. Use when you have a chapter from the Architecture Document and need to create a detailed outline before drafting. Produces a Chapter Outline Document for use by draft-coach or ghostwriter.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files and assets (for example `assets/templates/chapter-outline-template.md`, `references/beat-vocabulary.md` and `references/closing-strategies.md`).
The repository describes itself as: A collection of custom skills that extend Claude's capabilities with specialized workflows, methods, and domain knowledge.
When your agent uses it
- You have a chapter from the Architecture Document and need to create a detailed outline before drafting
- Tasks that involve Creative writing and fiction
Example prompts
- “/chapter-architect”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Orient
- Brainstorm Beats
- Sequence and Debate
- Flesh Out Beats
- Review and Finalize
What it can do on your machine
Read from SKILL.md and the folder at commit f7fd35e. 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
No scripts in the folder and no shell commands in SKILL.md.
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.
Context cost
Chapter Architect loads about 1.9k tokens when it runs, and up to ~17k if it reads all its reference files. Until then it costs about 67 tokens; SKILL.md has 912 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.
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); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Proprietary) doesn't allow us to republish the file, so here is its outline and opening line. It has 912 words (~1,940 tokens).
“Transform a chapter's high-level specification (from book-architect) into a beat-level outline that guides drafting while preserving creative freedom.”
- name
- chapter-architect
- license
- Proprietary
- metadata.author
- robertguss
- metadata.version
- 1.0
Files
SKILL.md and 7 other files (references, assets) in skills/non-fiction-book-factory/chapter-architect of robertguss/claude-code-toolkit.
- SKILL.md
- assets/templates/chapter-outline-template.md
- references/beat-vocabulary.md
- references/closing-strategies.md
- references/common-chapter-problems.md
- references/emotional-arc-patterns.md
- references/opening-strategies.md
- references/special-chapter-types.md
Open the folder on GitHubat commit f7fd35e
Compare with similar skills
Chapter Architect 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 |
|---|---|---|---|---|---|---|
| Chapter Architect this skillrobertguss/claude-code-toolkit | 123 | — | ~1.9k | Automated safety check: Pass | Proprietary | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Story Toolbox Routerzenstory-ai/oh-story-claudecode | 7.4k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~1.2k | Automated safety check: Pass | MIT | |
| InkOS Creative HarnessNarcooo/inkos | 10k | 1 repos | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Novel Arteternityspring/shuohao-skills | 4.2k | — | ~1.1k | Automated safety check: Notes | Apache-2.0 |
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Story Toolbox Router
zenstory-ai/oh-story-claudecode
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Short Web Fiction Trend Scan
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Scans popular short web-fiction rankings on Chinese platforms such as Dianzhong and Heiyan to surface trending emotional hooks, themes and topic candidates with an expiry warning.
InkOS Creative Harness
Narcooo/inkos
Drives long-form fiction, scripts, storyboards, interactive films and long-document translation through InkOS, with every change made by a typed action.
Novel Art
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Web Novel AI-Trace Remover
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Questions about Chapter Architect
What does Chapter Architect do?
Plan and architect a single chapter at beat-level granularity. Chapter Architect is an agent skill from robertguss/claude-code-toolkit. Plan and architect a single chapter at beat-level granularity.
When should I use Chapter Architect?
Chapter Architect fits situations like: you have a chapter from the Architecture Document and need to create a detailed outline before drafting; tasks that involve Creative writing and fiction.
How do I install Chapter Architect in Claude Code?
Run `npx skills add robertguss/claude-code-toolkit --skill chapter-architect -a claude-code`. Or copy the skill folder (skills/non-fiction-book-factory/chapter-architect in robertguss/claude-code-toolkit) into .claude/skills/chapter-architect in your project. Claude Code loads it when a task matches its description.
How do I install Chapter Architect in Codex?
Run `npx skills add robertguss/claude-code-toolkit --skill chapter-architect -a codex`. Or copy the skill folder (skills/non-fiction-book-factory/chapter-architect in robertguss/claude-code-toolkit) into .agents/skills/chapter-architect in your project. Codex loads it when a task matches its description.
Can I use Chapter Architect 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 robertguss/claude-code-toolkit --skill chapter-architect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/chapter-architect, .gemini/skills/chapter-architect, .github/skills/chapter-architect and .opencode/skills/chapter-architect in your project.
What does Chapter Architect need to run?
SKILL.md names no scripts, command-line tools or credentials: Chapter Architect is instructions for the agent only.
Does Chapter Architect 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 Chapter Architect 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. Review the folder before installing.
What licence does Chapter Architect use?
Chapter Architect carries a proprietary licence (declared in SKILL.md). It is published on GitHub, but it is not open source: read the licence file before using or sharing it.
How many tokens does Chapter Architect use?
About 1.9k tokens (SKILL.md is roughly 7.8k 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 15k tokens, read only when the agent opens those files.
What are the alternatives to Chapter Architect?
Skills that share tags, products or a category with Chapter Architect: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Story Toolbox Router (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars) and InkOS Creative Harness (Narcooo/inkos, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Chapter Architect?
robertguss (a GitHub user) maintains it in robertguss/claude-code-toolkit, which has 123 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on September 16, 2026.
Source: robertguss/claude-code-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.