Databricks AI Functions
databricks/databricks-agent-skills
Use Databricks built-in AI Functions (aiclassify, aiextract, aisummarize, aimask, aitranslate, aifixgrammar, aigen, aianalyzesentiment, aisimilarity, aiparsedocument, aiprepsearch, aiquery…
A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once.
Install Book Publishing
$ npx skills add revfactory/harness-100 --skill book-publishing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 book-publishing --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/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/11-book-publishing/.claude/skills/book-publishing .claude/skills/book-publishing && 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 "book-publishing" agent skill from https://github.com/revfactory/harness-100/tree/main/en/11-book-publishing/.claude/skills/book-publishing into .claude/skills/book-publishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "book-publishing", 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/revfactory/harness-100/tree/main/en/11-book-publishing/.claude/skills/book-publishingType 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 revfactory/harness-100 --skill book-publishing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 book-publishing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/en/11-book-publishing/.claude/skills/book-publishing .agents/skills/book-publishing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "book-publishing" agent skill from https://github.com/revfactory/harness-100/tree/main/en/11-book-publishing/.claude/skills/book-publishing into .agents/skills/book-publishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "book-publishing", 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 revfactory/harness-100 --skill book-publishing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 book-publishing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/en/11-book-publishing/.claude/skills/book-publishing .cursor/skills/book-publishing && 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 "book-publishing" agent skill from https://github.com/revfactory/harness-100/tree/main/en/11-book-publishing/.claude/skills/book-publishing into .cursor/skills/book-publishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "book-publishing", 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/revfactory/harness-100.git --path en/11-book-publishing/.claude/skills/book-publishing--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 revfactory/harness-100 --skill book-publishing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 book-publishing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/en/11-book-publishing/.claude/skills/book-publishing .gemini/skills/book-publishing && 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 "book-publishing" agent skill from https://github.com/revfactory/harness-100/tree/main/en/11-book-publishing/.claude/skills/book-publishing into .gemini/skills/book-publishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "book-publishing", 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 revfactory/harness-100 book-publishingInstalls 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 revfactory/harness-100 --skill book-publishing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/en/11-book-publishing/.claude/skills/book-publishing .github/skills/book-publishing && 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 "book-publishing" agent skill from https://github.com/revfactory/harness-100/tree/main/en/11-book-publishing/.claude/skills/book-publishing into .github/skills/book-publishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "book-publishing", 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 revfactory/harness-100 --skill book-publishing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 book-publishing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/en/11-book-publishing/.claude/skills/book-publishing .opencode/skills/book-publishing && 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 "book-publishing" agent skill from https://github.com/revfactory/harness-100/tree/main/en/11-book-publishing/.claude/skills/book-publishing into .opencode/skills/book-publishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "book-publishing", 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
book-publishing- GitHub stars
- 1.3k
- Token cost
- ~2k tokens
- SKILL.md length
- 727 words
- Files
- 1
- Skills in repo
- 464
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once.
- Works in 3 steps: Preparation (Performed Directly by the… → Team Assembly and Execution → Integration and Final Deliverables
- Publish my e-book
- SKILL.md covers Execution Mode, Agent Composition, Workflow and Modes by Task Scale, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Book Publishing is an agent skill from revfactory/harness-100. A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once. Use this skill for 'publish my e-book,' 'edit my manuscript,' 'create a book cover,' 'e-book metadata,' 'book proofreading,' 'self-publishing preparation,' 'e-book distribution,' 'manuscript review,' 'ebook production,' and all other aspects of e-book publishing. Also supports cover creation or metadata setup when an existing…
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office, covering Copy editing and proofreading, Document parsing and Peer review. The licence is Apache-2.0.
When your agent uses it
- Publish my e-book
- Edit my manuscript
- Create a book cover
- E-book metadata
Example prompts
- “publish my e-book,”
- “edit my manuscript,”
- “create a book cover,”
- “/book-publishing”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 8e8d35c. 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 Publishing loads about 2k tokens when it runs. Until then it costs about 175 tokens; SKILL.md has 727 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
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 727 words, ~1,951 tokens.
Download SKILL.mdSave it as
.claude/skills/book-publishing/SKILL.md (or your agent's skills folder).- name
- book-publishing
- description
- A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once. Use this skill for 'publish my e-book,' 'edit my manuscript,' 'create a book cover,' 'e-book metadata,' 'book proofreading,' 'self-publishing preparation,' 'e-book distribution,' 'manuscript review,' 'ebook production,' and all other aspects of e-book publishing. Also supports cover creation or metadata setup when an existing manuscript is provided. Note: actual EPUB/PDF file conversion, bookstore account registration, print ordering, and marketing execution are outside the scope of this skill.
Book Publishing — E-Book Publishing Full Production Pipeline
An agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata, and distribution setup all at once.
Execution Mode
Agent Team — 5 members communicate directly via SendMessage and cross-validate each other's work.
Agent Composition
| Agent | File | Role | Type |
|---|---|---|---|
| manuscript-editor | .claude/agents/manuscript-editor.md | Structural editing, style correction, ToC | general-purpose |
| proofreader | .claude/agents/proofreader.md | Spelling, grammar, notation standardization | general-purpose |
| cover-designer | .claude/agents/cover-designer.md | Cover concept, image generation | general-purpose |
| metadata-manager | .claude/agents/metadata-manager.md | Classification, description, keywords, distribution | general-purpose |
| publishing-reviewer | .claude/agents/publishing-reviewer.md | Quality verification, spec compliance | general-purpose |
Workflow
Phase 1: Preparation (Performed Directly by the Orchestrator)
- Extract from user input:
- Manuscript: Manuscript file to edit
- Genre: Business/Self-Help/Fiction/Essay/Technical
- Publishing Goal: Self-publishing/Publisher submission/Internal distribution
- Distribution Platforms (optional): Kyobo, Ridibooks, Amazon KDP, etc.
- Existing Files (optional): Edited manuscript, cover, etc.
- Create
_workspace/directory and_workspace/covers/subdirectory - Organize the input and save it to
_workspace/00_input.md - If existing files are present, copy them to
_workspace/and skip the corresponding Phase - Determine the execution mode based on the scope of the request
Phase 2: Team Assembly and Execution
| Order | Task | Assigned To | Dependencies | Deliverable |
|---|---|---|---|---|
| 1 | Manuscript editing | manuscript-editor | None | _workspace/01_edited_manuscript.md |
| 2a | Proofreading | proofreader | Task 1 | _workspace/02_proofread_report.md |
| 2b | Cover design | cover-designer | Task 1 | _workspace/03_cover_concept.md |
| 3 | Metadata | metadata-manager | Tasks 1, 2a | _workspace/04_metadata.md |
| 4 | Publishing review | publishing-reviewer | Tasks 2a, 2b, 3 | _workspace/05_review_report.md |
Tasks 2a (proofreading) and 2b (cover) are executed in parallel. Both depend on Task 1 (editing).
Inter-team communication flow:
- manuscript-editor complete -> Deliver terminology list to proofreader, tone/genre/target to cover-designer, title/keywords to metadata-manager
- proofreader complete -> Deliver finalized notation to metadata-manager
- cover-designer <-> metadata-manager: Cross-confirm exact title/subtitle/author name notation
- publishing-reviewer cross-validates all deliverables. When RED Must Fix is found, request revisions from the relevant agent -> rework -> re-verify (up to 2 times)
Phase 3: Integration and Final Deliverables
- Verify all files in
_workspace/ - Confirm that all RED Must Fix items from the review report have been addressed
- Report the final summary to the user:
- Edited manuscript —
01_edited_manuscript.md - Proofreading report —
02_proofread_report.md - Cover concept/images —
03_cover_concept.md - Metadata/distribution —
04_metadata.md - Review report —
05_review_report.md
- Edited manuscript —
Modes by Task Scale
| User Request Pattern | Execution Mode | Agents Deployed |
|---|---|---|
| "Publish my e-book," "Full publishing prep" | Full Pipeline | All 5 |
| "Just edit the manuscript" | Editing Mode | manuscript-editor + proofreader + reviewer |
| "Just proofread" | Proofreading Mode | proofreader + reviewer |
| "Just create the cover" | Cover Mode | cover-designer + reviewer |
| "Just set up metadata" | Metadata Mode | metadata-manager + reviewer |
Using Existing Files: When the user provides an edited manuscript, cover, etc., copy the files to the appropriate location in _workspace/ and skip the corresponding agents.
Data Transfer Protocol
| Strategy | Method | Purpose |
|---|---|---|
| File-Based | _workspace/ directory | Storing and sharing major deliverables |
| Message-Based | SendMessage | Real-time delivery of key information, revision requests |
| Task-Based | TaskCreate/TaskUpdate | Progress tracking, dependency management |
File naming convention: {sequence}_{deliverable_name}.{extension}
Show full SKILL.md (285 more words)Show less
Error Handling
| Error Type | Strategy |
|---|---|
| No manuscript provided | Switch to "planning mode" where manuscript-editor designs ToC and chapter outlines from title/topic |
| Cover image generation failure | Proceed with text concept and prompt only, available for user retry |
| Agent failure | 1 retry -> if still fails, proceed without that deliverable, note omission in review report |
| RED found in review | Request revision from relevant agent -> rework -> re-verify (up to 2 times) |
| ISBN not issued | Include issuance procedure guidance, proceed normally with remaining metadata |
Test Scenarios
Normal Flow
Prompt: "I want to publish this manuscript as an e-book. It is a self-help book, and I will distribute on Kyobo and Ridibooks." + manuscript file attached Expected Result:
- Editing: Structural + line editing notes, ToC optimization
- Proofreading: Spelling/grammar/notation correction report
- Cover: A/B concept + image generation attempt
- Metadata: BISAC/KDC classification, description, keywords, Kyobo/Ridi distribution settings
- Review: Full consistency matrix, pre-distribution checklist
Existing File Utilization Flow
Prompt: "The manuscript is already edited, just set up the cover and metadata" + edited manuscript attached Expected Result:
- Copy edited manuscript to
_workspace/01_edited_manuscript.md - Cover Mode + Metadata Mode merged: Deploy cover-designer + metadata-manager + reviewer
- Skip manuscript-editor, proofreader
Error Flow
Prompt: "Prepare e-book publishing, no manuscript yet, just have a topic — 'Gen Z Financial Planning'" Expected Result:
- Switch to planning mode: manuscript-editor designs ToC and chapter outlines
- Skip proofreading (no manuscript)
- Cover concept and metadata drafted based on the plan
- Review report notes "Manuscript incomplete, planning stage"
Extended Skills per Agent
Each agent leverages the following extended skills' specialized knowledge to enhance deliverable quality:
| Agent | Extended Skill | Knowledge Provided |
|---|---|---|
| manuscript-editor | /developmental-editing | SPINE check, genre-specific editing standards, pacing analysis, editing report format |
| cover-designer | /cover-design-psychology | Genre cover conventions, typography strategy, AI prompts, A/B testing |
| metadata-manager | /book-metadata-seo | BISAC/KDC classification, keyword optimization, AIDA descriptions, pricing psychology |
© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in en/11-book-publishing/.claude/skills/book-publishing of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Compare with similar skills
Book Publishing 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 |
|---|---|---|---|---|---|---|
| Book Publishing this skillrevfactory/harness-100 | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Databricks AI Functionsdatabricks/databricks-agent-skills | 345 | — | ~3.9k | Automated safety check: Pass | Custom licence | |
| Review PaperIngar30/reviewer | 222 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Academic Writing Assistantdonghuixin/AI-Vibe-Writing-Skills | 496 | — | ~616 | Automated safety check: Pass | MIT | |
| Research Paper Writing CoachXiaomiMiMo/MiMo-Code | 14k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Markdown Article FormatterJimLiu/baoyu-skills | 26k | 6 repos | ~3.5k | Automated safety check: Pass | MIT |
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Categories
Questions about Book Publishing
What does Book Publishing do?
A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once. Book Publishing is an agent skill from revfactory/harness-100. A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once.
When should I use Book Publishing?
Book Publishing fits situations like: publish my e-book; edit my manuscript; create a book cover; E-book metadata.
How do I install Book Publishing in Claude Code?
Run `npx skills add revfactory/harness-100 --skill book-publishing -a claude-code`. Or copy the skill folder (en/11-book-publishing/.claude/skills/book-publishing in revfactory/harness-100) into .claude/skills/book-publishing in your project. Claude Code loads it when a task matches its description.
How do I install Book Publishing in Codex?
Run `npx skills add revfactory/harness-100 --skill book-publishing -a codex`. Or copy the skill folder (en/11-book-publishing/.claude/skills/book-publishing in revfactory/harness-100) into .agents/skills/book-publishing in your project. Codex loads it when a task matches its description.
Can I use Book Publishing 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 revfactory/harness-100 --skill book-publishing -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-publishing, .gemini/skills/book-publishing, .github/skills/book-publishing and .opencode/skills/book-publishing in your project.
What does Book Publishing need to run?
SKILL.md names no scripts, command-line tools or credentials: Book Publishing is instructions for the agent only.
Does Book Publishing 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 Publishing 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 Publishing use?
Book Publishing is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Book Publishing use?
About 2k 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.
What are the alternatives to Book Publishing?
Skills that share tags, products or a category with Book Publishing: Databricks AI Functions (databricks/databricks-agent-skills, 345 stars), Review Paper (Ingar30/reviewer, 222 stars), Academic Writing Assistant (donghuixin/AI-Vibe-Writing-Skills, 496 stars) and Research Paper Writing Coach (XiaomiMiMo/MiMo-Code, 14k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Book Publishing?
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.