/creative-research
Load when a story needs factual grounding the writer doesn't have: historical detail, cultural texture, domain accuracy, or how other authors handled similar material. Pass the question and story context; returns a sourced report the writer can draw from.
$ npx -y skills add haowjy/creative-writing-skills --skill creative-research --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/creative-research
Context preview
The summary Claude sees to decide when to auto-load this skill.
Load when a story needs factual grounding the writer doesn't have: historical detail, cultural texture, domain accuracy, or how other authors handled similar material. Pass the question and story context; returns a sourced report the writer can draw from.
SKILL.md
creative-research.SKILL.mdname: creative-research
type: reference
description: >
Load when a story needs factual grounding the writer doesn't have: historical
detail, cultural texture, domain accuracy, or how other authors handled
similar material. Pass the question and story context; returns a sourced
report the writer can draw from.
model-invocable: true
Creative Research
Gather material the writer can use. Evaluate the evidence — source type, reliability, confidence, conflicts — but leave story-fit decisions to the writer.
What to Look For
**Primary sources.** Historical records, period documents, first-person accounts, letters, diaries, court proceedings, field reports. These carry detail and texture that secondary summaries flatten.
**Reference works and published fiction.** Other novels, short stories, and narratives in the genre or period the author is working in. How have other writers handled similar material, settings, or problems?
**History, mythology, and lore.** Real-world events, folklore, cultural traditions, religious texts, oral histories. Look for the specific and surprising over the general and expected.
**Wikis and encyclopedias.** Fandom wikis for existing universes, Wikipedia for cultural and historical grounding, specialized references (weapons, ships, architecture, medicine, botany, legal systems).
**Community discussion.** Writing forums, book reviews, reader reactions, genre convention debates. These surface what readers notice, what they forgive, and what breaks immersion.
**Social media and interviews.** Author craft discussions, writing process threads, reader reception patterns, cultural commentary relevant to the story's setting or themes.
**Domain expertise.** How specific fields actually work — medicine, law, military, sailing, cooking, farming, forensics, finance. The operational details that make fiction feel grounded. Look for practitioner accounts over textbook summaries.
**Place and culture.** Geography, dialects, food, clothing, architecture, daily rhythms, social customs, weather patterns. The sensory and social texture of a setting.
How to Search
Search for current sources over training-data recall. Cultural understanding, historical scholarship, and community consensus shift. Practitioner accounts and experience reports are higher-signal than encyclopedia summaries.
Surface conflicting information. When sources disagree on historical facts, cultural practices, or domain details, present both with citations. The writer needs to know where the record is contested.
Follow the specific. "Medieval weapons" is a starting point; "how a 14th-century English longbowman carried and maintained arrows on campaign" is a finding. The writer needs concrete detail, not category overviews.
Your Report
Structure your report:
- **Usable detail** — concrete findings organized by topic or question
- **Source notes** — source type, reliability, and confidence for each finding
- **Conflicts** — where sources disagree, with both sides cited
- **Contradictions** — anything that conflicts with what the story currently assumes
- **Gaps** — what you looked for and couldn't find
Include citations and enough context that the writer can evaluate relevance without re-researching. Your final message is your report.
Read more
name: creative-research type: reference description: > Load when a story needs factual grounding the writer doesn't have: historical detail, cultural texture, domain accuracy, or how other authors handled similar material. Pass the question and story context; returns a sourced report the writer can draw from. model-invocable: true
Creative Research
Gather material the writer can use. Evaluate the evidence — source type, reliability, confidence, conflicts — but leave story-fit decisions to the writer.
What to Look For
**Primary sources.** Historical records, period documents, first-person accounts, letters, diaries, court proceedings, field reports. These carry detail and texture that secondary summaries flatten.
**Reference works and published fiction.** Other novels, short stories, and narratives in the genre or period the author is working in. How have other writers handled similar material, settings, or problems?
**History, mythology, and lore.** Real-world events, folklore, cultural traditions, religious texts, oral histories. Look for the specific and surprising over the general and expected.
**Wikis and encyclopedias.** Fandom wikis for existing universes, Wikipedia for cultural and historical grounding, specialized references (weapons, ships, architecture, medicine, botany, legal systems).
**Community discussion.** Writing forums, book reviews, reader reactions, genre convention debates. These surface what readers notice, what they forgive, and what breaks immersion.
**Social media and interviews.** Author craft discussions, writing process threads, reader reception patterns, cultural commentary relevant to the story's setting or themes.
**Domain expertise.** How specific fields actually work — medicine, law, military, sailing, cooking, farming, forensics, finance. The operational details that make fiction feel grounded. Look for practitioner accounts over textbook summaries.
**Place and culture.** Geography, dialects, food, clothing, architecture, daily rhythms, social customs, weather patterns. The sensory and social texture of a setting.
How to Search
Search for current sources over training-data recall. Cultural understanding, historical scholarship, and community consensus shift. Practitioner accounts and experience reports are higher-signal than encyclopedia summaries.
Surface conflicting information. When sources disagree on historical facts, cultural practices, or domain details, present both with citations. The writer needs to know where the record is contested.
Follow the specific. "Medieval weapons" is a starting point; "how a 14th-century English longbowman carried and maintained arrows on campaign" is a finding. The writer needs concrete detail, not category overviews.
Your Report
Structure your report:
- **Usable detail** — concrete findings organized by topic or question
- **Source notes** — source type, reliability, and confidence for each finding
- **Conflicts** — where sources disagree, with both sides cited
- **Contradictions** — anything that conflicts with what the story currently assumes
- **Gaps** — what you looked for and couldn't find
Include citations and enough context that the writer can evaluate relevance without re-researching. Your final message is your report.
Write novels, short stories, and serial fiction with AI that maintains your voice, tracks your continuity, and gets better the more you use it.
Other skills on creative-writing-skills.
- /character-sim
Speak as a specified character from their current knowledge, voice, and emotional state. Use for skill-only workflows that need in-character conversation, voice discovery, or relationship pressure tests.
Open skill - /creative-writing-craft
Craft references for writing fiction well: prose, scenes, style, voice, and genre/page-level technique. Load when a writer, critic, or muse needs how-to-write guidance rather than a production mode.
Open skill - /creative-writing-modes
Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.
Open skill - /creative-writing-muse
Load when no subagents are available and one agent must plan, draft, critique, research, and capture memory by switching stances.
Open skill - /grill-with-docs
Use when challenging a plan — grills the author against documented decisions and sharpens terminology.
Open skill - /information-hierarchy
Load for large human-facing outputs: reports, docs, multi-section explanations, artifacts. Choose the right form for each beat (prose, diagram, table, mockup) and put the answer first, depth behind it. If the medium allows, use progressive disclosure.
Open skill

