fiction-workshop

rhavekost/author-toolkit · updated Apr 12, 2026

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$npx skills add https://github.com/rhavekost/author-toolkit --skill fiction-workshop
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summary

Editorial workflow for collaborative fiction writing in three stages: Story Bible Building, Chapter Development, and Reader Testing.

skill.md

Fiction Workshop

Editorial workflow for collaborative fiction writing in three stages: Story Bible Building, Chapter Development, and Reader Testing.

When to Use

This skill is for:

  • ✅ Long-form fiction (novels, novellas, short story collections)
  • ✅ Multi-chapter manuscripts requiring character/plot consistency
  • ✅ Fiction projects needing developmental or line editing
  • ✅ Stories with complex worldbuilding or multiple POV characters

When NOT to Use

This skill is NOT for:

  • ❌ Flash fiction or single scenes (< 2000 words) - too lightweight for the workflow
  • ❌ Poetry or experimental prose - needs different editorial approach
  • ❌ Screenplays or stage plays - different format conventions
  • ❌ Technical writing, documentation, or academic papers
  • ❌ Business writing or marketing copy

For narrative nonfiction (memoir, self-help with story elements), use the narrative-nonfiction skill instead.

Editorial Personas

Switch between these roles during Chapter Development by requesting a specific lens:

Role Invocation Focus
Developmental Editor "As developmental editor..." Plot, pacing, structure, stakes, theme
Line Editor "As line editor..." Prose rhythm, word choice, "show don't tell"
Character Consultant "As character consultant..." Voice consistency, motivation, arc, relationships
Continuity Tracker "As continuity tracker..." Timeline, world facts, internal consistency
Brainstorm Partner "Brainstorm mode..." "What if" exploration, problem-solving, unsticking

See references/ for detailed guidance on each role.


Stage 1: Story Bible Building

Goal: Establish shared story foundation before drafting or editing.

Initial Questions

  1. Genre and target reader?
  2. Core premise/logline?
  3. Protagonist: who they are, what they want?
  4. Central conflict?
  5. Reader's intended emotional journey?
  6. How much written vs. planned?

Story Bible Components

Plot: Premise, three-act structure/beat sheet, major turns, ending (even if rough)

Characters: Protagonist (want/need/wound/arc), antagonist (motivation/threat), supporting cast (function/relationships), POV voice notes

World: Setting (time/place/rules), tech/magic systems, social structures, sensory palette

Theme: Central question, moral argument, recurring motifs

If a Story Bible document exists, review it. If not, offer to create one using assets/story-bible-template.md.

Example Story Bible entry (character):

ALEX CHEN - Protagonist
Want: Expose the conspiracy and clear her name
Need: Learn to trust her instincts over institutional authority
Wound: Mentor betrayed her at previous agency, causing career setback
Arc: Lone wolf → realizes she needs allies → builds trust with team
Voice notes: Analytical, dry humor when stressed, avoids emotional language
Key relationship: Tension with Handler (wants to trust, can't fully)

Exit condition: Confident grasp of story fundamentals. Can discuss character motivations, predict plot implications, and identify thematic threads without asking basic questions.


Stage 2: Chapter Development

Goal: Draft or refine chapters through brainstorm → curate → draft → refine cycles.

Drafting new? → Creation workflow | Editing existing? → Editing workflow

Creation Workflow

  1. Scene Planning

    • What must happen (plot)? Whose POV?
    • Chapter's emotional arc?
    • What reader learns/feels by end?
  2. Brainstorm Beats (5-15 options): Opening hooks, key moments, dialogue, sensory details, closing

    Example (thriller scene): Same car outside coffee shop three days running | Phone buzzing at 3am with blocked caller | Surveillance photo under door | Colleague mentions detail only surveillance would know | Camera lens reflection in window | Dead drop cleaned out | Safe house key doesn't fit | Contact misses first check-in

    Then curate: "Which create immediate tension? Combine any?"

  3. Curate: Ask which to keep, combine, or discard. Reasons help calibrate.

  4. Draft: Write chapter. Use str_replace for revisions, never reprint.

  5. Refine: Iterate on feedback. After 3 passes with minimal changes, ask: "What could be cut?"

Editing Workflow

  1. Read and Diagnose: What chapter tries to do, where it succeeds, where it loses energy/clarity

  2. Invoke Persona: Structure/pacing → Developmental | Prose → Line | Voice → Character | Facts → Continuity

  3. Propose Changes: Specific, surgical edits with brief "why"

  4. Implement: Use str_replace. Link to file after changes.

  5. Iterate: Until chapter achieves purpose

Role-Specific Guidance

When a specific editorial persona is invoked, load the corresponding reference file:

  • Developmental editing → references/developmental-editing.md
  • Line editing → references/line-editing.md
  • Character work → references/character-work.md
  • Continuity → references/continuity-tracking.md
  • Brainstorming → references/brainstorming.md
  • Thriller-specific craft → references/thriller-craft.md
  • Sci-fi worldbuilding → references/scifi-worldbuilding.md

Stage 3: Reader Testing

Goal: Verify manuscript works without author context.

Using fresh sub-agent (no story bible):

  1. Comprehension: Can they summarize plot, understand motivations, identify stakes?
  2. Engagement: Where did they lose interest, have questions, feel confused?
  3. Emotional: Did key moments land? Ending satisfying? Theme clear?

Common issues: Unclear motivation | Pacing lags | Unearned moments | Confusion

If struggles: Identify gap → Return to Stage 2 → Re-test

Exit condition: Reader understands and engages without author explanations.


Self-Check: Is This Working?

Use these checkpoints to verify you're following the workflow correctly.

After Story Bible building:

  • Can you describe the protagonist's want vs. need without re-reading notes?
  • Can you predict how the antagonist would react to a new scenario?
  • Do you understand the thematic question the book explores?
  • Could you summarize the three-act structure in 2-3 sentences?

After invoking a persona:

  • Did you explicitly say "As [persona name]..." in your request?
  • Is the feedback focused on that persona's domain (developmental = structure, line = prose)?
  • Did you avoid mixing feedback from multiple personas in one pass?

After making edits:

  • Did you use str_replace for surgical changes, not reprinting entire sections?
  • Can you articulate what changed and why it's better?
  • Is the change consistent with the Story Bible (character voice, plot logic, world rules)?

After brainstorming:

  • Did you generate 5+ options before selecting one?
  • Did you curate collaboratively rather than taking the first suggestion?
  • Can you explain why the selected option is stronger than alternatives?

Before claiming "done":

  • Has a fresh sub-agent (without Story Bible context) read the manuscript?
  • Did the fresh reader understand plot, character motivations, and stakes?
  • Were any gaps or confusion points identified and addressed?

If you answered "no" to any checkpoint, return to that stage before proceeding.


Common Mistakes

Mistake Why It Happens Fix
Skipping Story Bible "I know my story well enough" Story Bible isn't for you—it's for Claude. Without shared context, feedback will miss key story elements. Build it.
Generic feedback without persona Rushing, forgetting to invoke specific role Explicitly say "As developmental editor..." or "As line editor..." in your prompt. Different lenses catch different issues.
Reprinting entire chapters Habit from other editing contexts Use str_replace for surgical edits only. Reprinting burns context and makes changes hard to track. Link to file after edits.
Jumping to line edits before structure Wanting to "fix" prose immediately If plot/pacing/character issues exist, line edits are wasted effort. Always developmental pass first. See example below.
Skipping Reader Testing "I've read it so many times already" You have author context. Reader Testing uses fresh sub-agent without story bible to catch gaps readers will hit.
Too many personas at once Trying to fix everything in one pass Invoke one persona per pass. Developmental → Character → Line → Continuity. Focused feedback is actionable feedback.
Brainstorming without curation Taking first idea that sounds good Generate 5-15 options, then curate. First idea is rarely best idea. Quantity enables quality.

Example: Developmental vs. Line Editing

Same passage, different lenses:

Sarah walked into the office. Her boss looked angry. "We need to talk," he said. She sat down nervously.

Line Editor feedback (prose-level):

  • "Walked" is weak—try "strode" or "slipped"
  • "Looked angry" tells rather than shows—describe furrowed brow, tight jaw
  • "Nervously" is an adverb crutch—show the nervousness through action

Developmental Editor feedback (structure/stakes):

  • What does Sarah want in this scene? What does her boss want?
  • If this is the confrontation, we need setup—what's the conflict history?
  • Stakes feel low—why does this conversation matter to the story?
  • Pacing: Is this the right chapter for this confrontation, or should tension build longer?

The difference: Line edits polish sentences. Developmental edits ensure the scene earns its place in the story. Always developmental first.


Quick Reference Commands

Need Command
Start new project "Let's build a story bible for [project]"
Developmental pass "As developmental editor, analyze [chapter/section]"
Line edit "As line editor, polish [scene/passage]"
Character check "As character consultant, is [character]'s [action] in character?"
Continuity audit "As continuity tracker, check [chapters X-Y] for inconsistencies"
Get unstuck "Brainstorm mode—I need to [solve problem]"
Test readability "Run a fresh read on [chapter/section]"

Files

  • references/developmental-editing.md - Plot, structure, pacing analysis
  • references/line-editing.md - Prose-level refinement
  • references/character-work.md - Voice, motivation, arc tracking
  • references/continuity-tracking.md - Timeline and fact consistency
  • references/brainstorming.md - Idea generation techniques
  • references/thriller-craft.md - Genre-specific guidance for suspense
  • references/scifi-worldbuilding.md - Technical accuracy, speculation rules
  • assets/story-bible-template.md - Blank story bible structure
  • assets/scene-worksheet.md - Scene-level analysis template
how to use fiction-workshop

How to use fiction-workshop on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add fiction-workshop
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/rhavekost/author-toolkit --skill fiction-workshop

The skills CLI fetches fiction-workshop from GitHub repository rhavekost/author-toolkit and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/fiction-workshop

Reload or restart Cursor to activate fiction-workshop. Access the skill through slash commands (e.g., /fiction-workshop) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.874 reviews
  • Aarav Thompson· Dec 28, 2024

    fiction-workshop is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Shikha Mishra· Dec 16, 2024

    We added fiction-workshop from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Aarav Garcia· Dec 16, 2024

    fiction-workshop fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Kabir Singh· Dec 16, 2024

    Registry listing for fiction-workshop matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Neel Rahman· Dec 16, 2024

    fiction-workshop has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Aarav Okafor· Dec 12, 2024

    fiction-workshop reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Chen Jackson· Dec 12, 2024

    Useful defaults in fiction-workshop — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Amina Bansal· Nov 19, 2024

    Solid pick for teams standardizing on skills: fiction-workshop is focused, and the summary matches what you get after install.

  • Isabella Dixit· Nov 15, 2024

    Keeps context tight: fiction-workshop is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Yash Thakker· Nov 7, 2024

    fiction-workshop fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

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