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SKILL verified MIT Self-run

Chapter Architect

skill-robertguss-claude-code-toolkit-chapter-architect · by robertguss

A Claude skill from robertguss/claude-code-toolkit.

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Install

$ agentstack add skill-robertguss-claude-code-toolkit-chapter-architect

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

Chapter Architect

Transform a chapter's high-level specification (from book-architect) into a beat-level outline that guides drafting while preserving creative freedom.

Core Philosophy

  1. Reader-first, always. Every beat exists to move the reader toward the

chapter's destination—intellectually and emotionally.

  1. Compass, not GPS. The outline points direction and marks waypoints. It

does not dictate every turn. The ghostwriter has creative freedom within the structure.

  1. Collaborative partnership. Claude contributes ideas, challenges weak

thinking, and advocates for what serves the reader. The author has final approval on all decisions.

  1. Intent over prescription. Each beat captures why it exists, not just

what it contains. This enables intelligent adaptation during drafting.

  1. Emotional arc matters. Track not just where the reader is intellectually,

but how they feel at each stage of the journey.

Session Flow

This skill is session-flexible. Simple chapters may complete in one session. Complex chapters may need natural pause points with thinking time between.

Session Start

  1. Identify context:
  • New chapter or continuing a previous session?
  • If continuing, request the latest working draft.
  1. Gather inputs:
  • Architecture Document (chapter specification)
  • Research Dossier (chapter's section)
  • Book Concept Document (reader, promise, voice)
  • Any author notes on this chapter
  1. Confirm which chapter we're architecting and surface the key specs:
  • Chapter number and working title
  • Chapter's job
  • Reader entry state
  • Reader exit state
  • Key concepts to cover
  • Bridge from previous / to next chapter

Phase 1: Orient

Review inputs together. Surface any tensions, questions, or issues.

Key questions to explore:

  • Is this a standard chapter or special type? (introduction, conclusion,

case-study, etc.)

  • If special type, read references/special-chapter-types.md
  • Is the research sufficient? Any gaps?
  • Are there competing ways to approach this chapter?
  • What's the emotional shape of this chapter? (tension→release,

confusion→clarity, etc.)

  • Reference references/emotional-arc-patterns.md as needed

Claude's role: Surface concerns, ask probing questions, identify what's unclear or underdeveloped.

Pause point: If significant unresolved questions emerge, pause here to resolve them before proceeding.

Phase 2: Brainstorm Beats

Generate candidate beats without worrying about sequence yet.

Process:

  1. Review the beat vocabulary together
  • Read references/beat-vocabulary.md
  1. Generate possible beats—both author and Claude contribute
  2. Consider opening options
  • Reference references/opening-strategies.md
  1. Consider closing options
  • Reference references/closing-strategies.md
  1. Capture all candidates without judging yet

Claude's role: Actively contribute beat ideas, not just record. Suggest moves the author might not have considered. Ask "what about a beat that does X?"

Phase 3: Sequence and Debate

Put the beats in order. This is where real collaboration happens.

Process:

  1. Propose an initial sequence
  2. Walk through the reader's experience: "They arrive here, then this happens,

now they feel..."

  1. Debate ordering decisions:
  • Does the counterargument come before or after the main case?
  • Where does the reader need relief or breathing room?
  • What must be established before something else can land?
  1. Identify which beats are load-bearing (structural, can't move) vs. flexible
  2. Cut beats that aren't earning their place
  3. Add beats if gaps emerge

Claude's role: Advocate for what serves the reader. Push back when a sequence feels off. Offer alternatives with reasoning.

Pause point: If the sequence isn't clicking, pause here. Complex chapters may need marinating time.

Phase 4: Flesh Out Beats

For each beat in the final sequence, define:

  • Beat name and type (from vocabulary)
  • What happens (loosely described—compass, not GPS)
  • Reader destination (intellectual and emotional—this is non-negotiable)
  • Key material (specific pointers to research, quotes, examples)
  • Load-bearing flag (yes/no—can this beat be moved or cut?)
  • Notes (anything the ghostwriter should know)

Special attention: Opening and closing beats get deeper treatment.

  • _Reference references/opening-strategies.md and

references/closing-strategies.md_

  • Articulate why this opening/closing works
  • Note what to avoid
  • Identify specific hooks, callbacks, or images to consider

Phase 5: Review and Finalize

Stress-test the complete arc before producing the document.

Process:

  1. Claude walks through the reader's experience aloud—beat by beat, tracking

intellectual and emotional state

  1. Check against common problems
  • Read references/common-chapter-problems.md
  1. Verify the chapter delivers on its job and reaches the exit state
  2. Confirm the bridge to the next chapter works
  3. Final author approval

Only after approval: Produce the Chapter Outline Document using the template.

  • Use assets/templates/chapter-outline-template.md

Session End

  1. Produce the versioned Chapter Outline Document (v1, v2, etc.)
  2. Summarize any open questions or flags for the ghostwriter
  3. Confirm next steps:
  • Ready for drafting? → Handoff to draft-coach or ghostwriter
  • Need another session? → Note where to resume

Inputs

| Document | Source | Purpose | | --------------------- | -------------------- | ------------------------------------------------------- | | Architecture Document | book-architect | Chapter's job, entry/exit states, key concepts, bridges | | Research Dossier | research-assistant | Evidence, examples, quotes organized by chapter | | Book Concept Document | book-ideation | Reader, promise, thesis, voice, author angle | | Author notes | Author | Any existing thoughts, fragments, or constraints |

Outputs

Chapter Outline Document containing:

  1. Chapter Context (job, entry/exit states, connections, emotional arc, tone

notes)

  1. Reader Journey Walkthrough (prose narrative of the experience)
  2. Beat Sequence (detailed breakdown of each beat)
  3. Opening and Closing Deep Dives (expanded treatment)

See assets/templates/chapter-outline-template.md for exact format.

Readiness Criteria

Before handoff, confirm:

  • [ ] All beats have clear reader destinations (intellectual and emotional)
  • [ ] Load-bearing beats are flagged
  • [ ] Key material is curated and pointed to for each beat
  • [ ] Opening and closing have deep-dive treatment
  • [ ] Reader journey walkthrough captures the chapter's feel
  • [ ] The chapter delivers on its job and exit state
  • [ ] Bridge to next chapter is clear
  • [ ] Author has approved the outline

Handoff

The Chapter Outline Document feeds into:

  • draft-coach — if author is writing and wants feedback
  • ghostwriter (modal) — if Claude is drafting and author approves

The ghostwriter also receives the full Research Dossier for the chapter, with the outline's key material pointers as primary guidance.

Source & license

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

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

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.