fiction-workshop▌
rhavekost/author-toolkit · updated Apr 12, 2026
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Editorial workflow for collaborative fiction writing in three stages: Story Bible Building, Chapter Development, and Reader Testing.
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
- Genre and target reader?
- Core premise/logline?
- Protagonist: who they are, what they want?
- Central conflict?
- Reader's intended emotional journey?
- 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
-
Scene Planning
- What must happen (plot)? Whose POV?
- Chapter's emotional arc?
- What reader learns/feels by end?
-
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?"
-
Curate: Ask which to keep, combine, or discard. Reasons help calibrate.
-
Draft: Write chapter. Use
str_replacefor revisions, never reprint. -
Refine: Iterate on feedback. After 3 passes with minimal changes, ask: "What could be cut?"
Editing Workflow
-
Read and Diagnose: What chapter tries to do, where it succeeds, where it loses energy/clarity
-
Invoke Persona: Structure/pacing → Developmental | Prose → Line | Voice → Character | Facts → Continuity
-
Propose Changes: Specific, surgical edits with brief "why"
-
Implement: Use
str_replace. Link to file after changes. -
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):
- Comprehension: Can they summarize plot, understand motivations, identify stakes?
- Engagement: Where did they lose interest, have questions, feel confused?
- 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_replacefor 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 analysisreferences/line-editing.md- Prose-level refinementreferences/character-work.md- Voice, motivation, arc trackingreferences/continuity-tracking.md- Timeline and fact consistencyreferences/brainstorming.md- Idea generation techniquesreferences/thriller-craft.md- Genre-specific guidance for suspensereferences/scifi-worldbuilding.md- Technical accuracy, speculation rulesassets/story-bible-template.md- Blank story bible structureassets/scene-worksheet.md- Scene-level analysis template
How to use fiction-workshop on Cursor
AI-first code editor with Composer
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
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches fiction-workshop from GitHub repository rhavekost/author-toolkit and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
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
Submit your Claude Code skill and start earning
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.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 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▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.8★★★★★74 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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