Editorial workflow for collaborative fiction writing in three stages: Story Bible Building, Chapter Development, and Reader Testing.
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AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionfiction-workshopExecute the skills CLI command in your project's root directory to begin installation:
Fetches fiction-workshop from rhavekost/author-toolkit and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate fiction-workshop. Access via /fiction-workshop in your agent's command palette.
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 environment. Always review source, verify the publisher, and test in isolation before production.
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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
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
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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Editorial workflow for collaborative fiction writing in three stages: Story Bible Building, Chapter Development, and Reader Testing.
This skill is for:
This skill is NOT for:
For narrative nonfiction (memoir, self-help with story elements), use the narrative-nonfiction skill instead.
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.
Goal: Establish shared story foundation before drafting or editing.
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.
Goal: Draft or refine chapters through brainstorm → curate → draft → refine cycles.
Drafting new? → Creation workflow | Editing existing? → Editing workflow
Scene Planning
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_replace for revisions, never reprint.
Refine: Iterate on feedback. After 3 passes with minimal changes, ask: "What could be cut?"
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
When a specific editorial persona is invoked, load the corresponding reference file:
references/developmental-editing.mdreferences/line-editing.mdreferences/character-work.mdreferences/continuity-tracking.mdreferences/brainstorming.mdreferences/thriller-craft.mdreferences/scifi-worldbuilding.mdGoal: Verify manuscript works without author context.
Using fresh sub-agent (no story bible):
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.
Use these checkpoints to verify you're following the workflow correctly.
After Story Bible building:
After invoking a persona:
After making edits:
str_replace for surgical changes, not reprinting entire sections?After brainstorming:
Before claiming "done":
If you answered "no" to any checkpoint, return to that stage before proceeding.
| 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. |
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):
Developmental Editor feedback (structure/stakes):
The difference: Line edits polish sentences. Developmental edits ensure the scene earns its place in the story. Always developmental first.
| 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]" |
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 templateMake data-driven prioritization decisions faster
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
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ 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.
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
pproenca/dot-skills
mattpocock/skills
fiction-workshop is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
We added fiction-workshop from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
fiction-workshop fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
Registry listing for fiction-workshop matched our evaluation — installs cleanly and behaves as described in the markdown.
fiction-workshop has been reliable in day-to-day use. Documentation quality is above average for community skills.
fiction-workshop reduced setup friction for our internal harness; good balance of opinion and flexibility.
Useful defaults in fiction-workshop — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Solid pick for teams standardizing on skills: fiction-workshop is focused, and the summary matches what you get after install.
Keeps context tight: fiction-workshop is the kind of skill you can hand to a new teammate without a long onboarding doc.
fiction-workshop fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
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