Book Bestseller Studio

Book Bestseller Studio

This is the umbrella skill for creating a complete book at market level. It does not replace canonical book-genesis; it coordinates specialist skills and adds commercial gates.

Load the installed book-genesis skill and its references/pipeline/host-contract.md first. Resolve this skill's references/ locally and skills// through sibling installed skills. The repository Python helper is optional; use native file tools when it is absent. Optional external skills and services are enhancements, never required to begin writing.

Use this when the user says things like:

• "create a complete book"
• "bestseller-level"
• "commercially viable book"
• "prepare for agents/editors"
• "complete book pipeline"
• "market-ready"
• "publication or launch prep"

Specialist Stack

• book-genesis: canonical project pipeline, state files, chapters, audits, Genesis Score.
• book-researcher: genre map, comp titles, reader gaps, word count targets, nonfiction evidence.
• book-swarm-panel: MiroFish-style simulated reader swarms, niche-risk scouting, public-opinion tests, interviews, heatmaps, and revision tickets.
• literary-agent-panel: simulated agent/editor/bookseller review for market acceptance.
• book-editor: surgical revision by mode after evaluation.
• copy-editing: final language cleanup.
• humanizer: remove synthetic phrasing and restore lived voice.
• editorial-package: logline, back-cover copy, synopsis, query letter, cover brief.
• launch-strategy: go-to-market, offer, launch calendar, proof-driven positioning.
• content-strategy: audience-building and content plan around the book.

launch-strategy and content-strategy are optional external companions. Do not block manuscript completion when they are not installed.

Operating Rule

Create durable files. Do not keep the book only in chat.

Default project layout:

/
  PROJECT_STATE.yaml
  ASSUMPTIONS.md
  research/
  foundation/
  manuscript/
    chapters/
  evaluations/
  delivery/
  launch/

Market-Level Pipeline

1. Run book-researcher before architecture unless user already supplied market research.
2. Run book-genesis phases 0-3 to build intake, foundation, architecture, and manuscript.
3. After first full draft or major act, run literary-agent-panel.
4. Run book-swarm-panel when the project needs many fictional readers, niche/sensitivity-risk scouting, public-opinion reaction, or package-framing tests.
5. Run book-genesis adversarial audit and Genesis Score.
6. Use book-editor only against specific findings. Pick mode: structural, connective, prose-texture, rag-rewrite, or factual.
7. Use humanizer and copy-editing after structure is stable.
8. Run literary-agent-panel and/or book-swarm-panel again after revision.
9. Run editorial-package only after manuscript passes product gates.
10. Run launch-strategy and content-strategy for public-launch readiness.

Portable Agent Dispatch

Read references/dispatch.md and use references/agent-registry.yaml for specialist ownership. Prepare packets with python runner/cli.py prepare-agent-packet when the runner is available.

• Claude Code: dispatch a custom or general-purpose subagent with the packet.
• Codex: dispatch an isolated subagent with the packet when available.
• Kimi Code: dispatch a fresh built-in subagent with the packet.
• No subagents: run roles sequentially, mark evaluation independence as degraded, and never call self-scoring independent.

Editorial rules remain identical across adapters. Platform-specific agent files may select tools or models, but must not redefine gates or scoring.

Commercial Gates

Do not call a project "market-ready", "best-seller-ready", or "publication-ready" unless all gates pass or blockers are documented.

Gate 1: Product Fit

• clear genre/category
• current comp titles
• target reader defined
• reader promise stated in one sentence
• format and word count match category expectations

Gate 2: Manuscript Fit

• complete manuscript or explicit serial/novella positioning
• opening creates immediate reader contract
• chapter endings sustain forward motion
• weakest Genesis Score dimension is not hiding behind average score
• continuity and factual checks complete

Gate 3: Market Package

• logline
• 100-word cover copy
• 300-word editorial synopsis
• query/pitch letter
• cover brief with genre shelf fit
• author positioning

Gate 4: Launch Fit

• proof points or platform plan
• audience acquisition path
• content angles
• launch calendar
• review/ARC strategy
• retailer/category metadata assumptions

Bestseller Discipline

"Bestseller" is a positioning target, not a promise. Treat it as a standard for product, package, and launch quality:

• write for a specific reader, not "everyone"
• use comp titles from the current market, not classics
• make the first 10 pages commercially ruthless
• preserve voice while improving readability
• document risks instead of pretending certainty
• separate craft excellence from market readiness

Output Contract

For any full run, maintain:

• research/market-research.md
• foundation/positioning.md
• manuscript/chapters/chapter-XX.md
• evaluations/agent-panel.md
• evaluations/book-swarm//SUMMARY.md
• evaluations/genesis-score.md
• delivery/editorial-package.md
• launch/launch-plan.md

If user asks only for one part, run only the relevant specialist and do not force full pipeline.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: felipelobomotta-blip
• Source: felipelobomotta-blip/book-genesis-studio
• License: MIT
• Homepage: https://github.com/felipelobomotta-blip/book-genesis-v4

Install and usage instructions live in the source repository linked above.