Agent skill

Book Market Research

by robertguss in robertguss/claude-code-toolkit

Assess commercial viability of book concepts for Amazon KDP self-publishing.

ProprietaryAuto-check passedMarketing & SEO

Install Book Market Research

skills CLI
$ npx skills add robertguss/claude-code-toolkit --skill book-market-research -a claude-code

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

GitHub CLI
$ gh skill install robertguss/claude-code-toolkit book-market-research --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/robertguss/claude-code-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/non-fiction-book-factory/book-market-research .claude/skills/book-market-research && 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
book-market-research
GitHub stars
124
Token cost
~2.4k tokens
SKILL.md length
1,022 words
Files
5 (incl. references, assets)
Skills in repo
16
Repo updated
First seen
Licence
Proprietary

At a glance

Assess commercial viability of book concepts for Amazon KDP self-publishing.

  • Works in 6 steps: Ask for Book Concept Document (and… → Read carefully, note the core thesis and… → Ask about author intent… → …
  • The user has a Book Concept Document and wants to understand market demand
  • SKILL.md covers Core Philosophy, Dependency Model, Author Intent and Session Modes, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Book Market Research is an agent skill from robertguss/claude-code-toolkit. Assess commercial viability of book concepts for Amazon KDP self-publishing. Use when the user has a Book Concept Document and wants to understand market demand, competition, pricing, and positioning before committing to write. Produces a Market Research Report with viability scorecard and Go/No-Go recommendation. Works standalone (commercial analysis only) or after idea-validator (integrated assessment). Nonfiction only.

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files and assets (for example `assets/templates/market-research-report.md`, `references/amazon-field-guide.md` and `references/research-methods.md`).

It sits in Marketing & SEO, covering Market research, Report writing and Feature launches and release readiness. 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

  • The user has a Book Concept Document and wants to understand market demand
  • Positioning before committing to write

Example prompts

  • “/book-market-research”

Workflow steps

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

  1. Ask for Book Concept Document (and Validation Report if available)
  2. Read carefully, note the core thesis and target reader
  3. Ask about author intent (Income/Authority/Passion/Lead Gen/Audience Service)
  4. Recommend session mode with reasoning
  5. User confirms mode
  6. Proceed to research

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

Book Market Research loads about 2.4k tokens when it runs, and up to ~4.1k if it reads all its reference files. Until then it costs about 112 tokens; SKILL.md has 1,022 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~112
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.1k

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 1,022 words (~2,446 tokens).

“Determine if a book is worth writing from a business perspective, specifically for Amazon KDP self-publishing.”

— opening of SKILL.md by robertguss, Proprietary
name
book-market-research
license
Proprietary
metadata.author
robertguss
metadata.version
1.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (references, assets) in skills/non-fiction-book-factory/book-market-research of robertguss/claude-code-toolkit.

  • SKILL.md
  • assets/templates/competitor-analysis.csv
  • assets/templates/market-research-report.md
  • references/amazon-field-guide.md
  • references/research-methods.md

Open the folder on GitHubat commit f7fd35e

Compare with similar skills

Book Market Research 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.

Book Market Research compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Book Market Research this skillrobertguss/claude-code-toolkit124—~2.4kAutomated safety check: PassProprietary
Startup Designferdinandobons/startup-skill1.2k—~8.1kAutomated safety check: PassMIT
Market Research ReportsK-Dense-AI/claude-scientific-writer2.4k1 repos~3.5kAutomated safety check: PassMIT
Startup Validatorailabs-393/ai-labs-claude-skills4551 repos~2.8kAutomated safety check: PassMIT
Yao Positioning Skillyaojingang/yao-open-skills1.3k—~805Automated safety check: PassMIT
Traditional Market Analysismonarchjuno/vibe-investing299—~1.1kAutomated safety check: PassMIT

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  • Market Research Reports

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Categories

Questions about Book Market Research

What does Book Market Research do?

Assess commercial viability of book concepts for Amazon KDP self-publishing. Book Market Research is an agent skill from robertguss/claude-code-toolkit. Assess commercial viability of book concepts for Amazon KDP self-publishing.

When should I use Book Market Research?

Book Market Research fits situations like: the user has a Book Concept Document and wants to understand market demand; positioning before committing to write.

How do I install Book Market Research in Claude Code?

Run `npx skills add robertguss/claude-code-toolkit --skill book-market-research -a claude-code`. Or copy the skill folder (skills/non-fiction-book-factory/book-market-research in robertguss/claude-code-toolkit) into .claude/skills/book-market-research in your project. Claude Code loads it when a task matches its description.

How do I install Book Market Research in Codex?

Run `npx skills add robertguss/claude-code-toolkit --skill book-market-research -a codex`. Or copy the skill folder (skills/non-fiction-book-factory/book-market-research in robertguss/claude-code-toolkit) into .agents/skills/book-market-research in your project. Codex loads it when a task matches its description.

Can I use Book Market Research 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 book-market-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/book-market-research, .gemini/skills/book-market-research, .github/skills/book-market-research and .opencode/skills/book-market-research in your project.

What does Book Market Research need to run?

SKILL.md names no scripts, command-line tools or credentials: Book Market Research is instructions for the agent only.

Does Book Market Research 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 Book Market Research 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 Book Market Research use?

Book Market Research 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 Book Market Research use?

About 2.4k tokens (SKILL.md is roughly 9.8k 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 1.7k tokens, read only when the agent opens those files.

What are the alternatives to Book Market Research?

Skills that share tags, products or a category with Book Market Research: Startup Design (ferdinandobons/startup-skill, 1.2k stars), Market Research Reports (K-Dense-AI/claude-scientific-writer, 2.4k stars), Startup Validator (ailabs-393/ai-labs-claude-skills, 455 stars) and Yao Positioning Skill (yaojingang/yao-open-skills, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Book Market Research?

robertguss (a GitHub user) maintains it in robertguss/claude-code-toolkit, which has 124 GitHub stars. The repository holds 16 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.