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Use Cases

AI Tools for Writers & Editors

Draft articles, manage editorial workflows, and repurpose content across formats.

297 playbooks across 5 categories

Marketing & Content(192)

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Research & Writing(42)

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Research & Writing

Personal Research Analyst

Deliver structured, sourced, six-section research briefings every time — executive summary, key findings with citations, context, conflicting views, implications, and a ranked source list.

10 minutes
Intermediate
Research & Writing

Document Summarizer

Get role-specific summaries from any document — executive summaries, key findings, implications, and recommended actions.

2 minutes
Beginner
Research & Writing

Research Synthesis Engine

Synthesize multiple research sources into a structured analysis with themes, conflicts, data points, and actionable implications.

10 minutes
Beginner
Research & Writing

User Research Synthesis

Synthesize user interviews, surveys, and usability tests into actionable insights with themes, personas, and design recommendations.

10 minutes
Intermediate
Research & Writing

Research Synthesizer

Synthesize findings across multiple documents, reports, or transcripts with theme identification, contradiction mapping, gap analysis, and confidence-scored insights.

10 minutes
Intermediate
Research & Writing

Scientific Bgpt Paper Search

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature...

5 minutes
Beginner
Research & Writing

Scientific Consciousness Council

Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge. Use this skill whenever the user wants diverse viewpoints, needs help making a tough decision, asks for a council/panel/board discussion, wants to ...

15 minutes
Advanced
Research & Writing

Scientific Hypothesis Generation

Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method...

10 minutes
Intermediate
Research & Writing

Real-Time Intelligence Synthesis

Analyze multiple live data streams—news, social feeds, reports, documents—and synthesize them into actionable intelligence briefs with risk assessments.

10 minutes
Advanced
Research & Writing

Stop Slop: AI Writing Pattern Eliminator

A rule set that strips predictable AI tells out of any draft, from throat-clearing openers to false-agency verbs and em dashes

5 minutes
Beginner
Research & Writing

Scientific Open Notebook

Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), g...

10 minutes
Intermediate
Research & Writing

Scientific Research Lookup

Look up current research information using the Parallel Chat API (primary) or Perplexity sonar-pro-search (academic paper searches). Automatically routes queries to the best backend. Use for finding papers, gathering research data, and verifying s...

5 minutes
Beginner

Creative Writing(9)

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Creative Writing

Voice DNA: Clone Your Writing Style

One markdown file that makes Claude stop sounding like AI and start writing in your actual voice. 95% pre-built, you just paste writing samples.

10 minutes
Beginner
Creative Writing

Worldbuilding Assistant

Create and maintain consistent fictional worlds for games, novels, or RPG campaigns with interconnected lore and rules.

10 minutes
Intermediate
Creative Writing

Book Bible — AI Novel Writing Assistant

Keep your novel consistent with an AI-powered book bible. Track characters, plot timelines, and world rules. Claude checks for inconsistencies before you write new scenes.

10 minutes
Intermediate
Creative Writing

Clean User-Facing Text

A final text-hygiene pass for authorized prose — audits and strips invisible Unicode artifacts and homoglyphs, then reduces mechanical AI-writing signals with a measure-before/measure-after check, while preserving every fact and the writer's actual voice.

5 minutes
Intermediate
Creative Writing

Chinese AI-Writing Style Audit (中文 AI 味检查)

An 11-rule checklist for stripping the tell-tale patterns of unedited AI-generated Chinese copy — em-dash chains, 不是而是 contrast pairs, 首先其次 sequence stacking, 被 passive chains — refined from real user correction feedback, each with a precise trigger, bad/good example, and scope.

5 minutes
Intermediate
Creative Writing

Novel Writing Assistant

Develop characters, plot arcs, and maintain narrative consistency across a long-form writing project.

10 minutes
Intermediate
Creative Writing

YouTube Script Writer

Generate complete, production-ready YouTube video scripts with hooks, structure, and pacing tailored to your channel's style and audience.

10 minutes
Beginner

Knowledge Management(15)

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Knowledge Management

Knowledge Base & FAQ Generation

Build structured knowledge bases and FAQ libraries from support tickets, documentation, and subject matter expertise.

5 minutes
Beginner
Knowledge Management

Quick Reference Guide Creator

Turn complex processes and tribal knowledge into scannable, one-page quick reference guides and cheat sheets.

10 minutes
Beginner
Knowledge Management

Personal Context Library

Build a persistent knowledge base of context docs that Claude can access across all conversations - your business, career, goals, and more.

20 minutes
Intermediate
Knowledge Management

Douban Collection Export

Export and sync Douban (豆瓣) book, movie, music, and game collections to local CSV via the Frodo API — full export plus RSS incremental sync.

10 minutes
Beginner
Knowledge Management

Book-to-Skill: Turn Any Book or PDF Into a Claude Skill

The book-to-skill Claude skill (virgiliojr94/book-to-skill on GitHub): convert any technical PDF or EPUB into a structured Claude Code skill — extracting named frameworks, principles, techniques, and anti-patterns into a reusable knowledge base with on-demand chapter files.

15 minutes
Intermediate
Knowledge Management

AI Knowledge Library with Historical Personas

Build a personal knowledge library where AI personas (Turing, Curie, and more) write editorials from your notes. A Zettelkasten-powered learning system using Claude Code.

20 minutes
Advanced
Knowledge Management

AI-Powered Second Brain

Transform your notes into a queryable knowledge base that synthesizes information and surfaces connections.

10 minutes
Intermediate
Knowledge Management

Background Research Processor

Conduct research in the background while you focus on other work, with compiled findings and summaries.

10 minutes
Intermediate
Knowledge Management

Chat History Mind Mapper — Visualize AI Conversations

Export Claude or ChatGPT chat history, chunk it into summaries, and generate a visual mind map of topics and insights. Perfect for importing into NotebookLM or Obsidian.

5 minutes
Beginner
Knowledge Management

Feishu Doc Scraper

Extract Feishu (Lark) Docs, Wiki collections, spreadsheets, and Minutes transcripts into faithful local Markdown via lark-cli — no LLM rewriting of the body.

15 minutes
Intermediate
Knowledge Management

LLM Wiki — Personal Knowledge Base

Build a persistent, LLM-maintained wiki that compiles, cross-references, and synthesizes knowledge from your raw sources.

10 minutes
Intermediate
Knowledge Management

Obsidian Knowledge System

Manage your Obsidian vault — auto-generate Maps of Content, build smart tagging taxonomies, discover hidden connections, audit vault health, and consolidate scattered notes.

10 minutes
Intermediate

Creative & Design(39)

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Creative & Design

PPT Creator

Create professional slide decks from topics or documents — structured content with data-driven charts, speaker notes, and complete PPTX files, applying the Pyramid Principle and assertion-evidence storytelling.

15 minutes
Intermediate
Creative & Design

Presentation Visual Designer

Design presentation visuals and slide layouts. Create visual concepts, suggest graphics, and provide design specifications for impactful PowerPoint slides.

10 minutes
Intermediate
Creative & Design

PowerPoint Manipulation Tool

Programmatically create and edit PowerPoint presentations with text, shapes, charts, and tables.

10 minutes
Advanced
Creative & Design

Remotion Video Creator

Create motion videos with Claude Code + Remotion + browser automation. Describe what you want, see live previews, iterate in real-time.

20 minutes
Advanced
Creative & Design

Structured Design Critique System

A persistent, multi-round design critique pipeline: scope which of 19 design areas your project actually needs, generate real HTML wireframe options for each, collect Keep/Cut feedback, and let locked decisions constrain everything downstream.

15 minutes
Advanced
Creative & Design

Narrative Slide Creator

Narrative-first slide deck creation — design a structured narrative (the ABCDEFG model) first, then generate the visuals, so the story drives the design rather than the other way around.

15 minutes
Intermediate
Creative & Design

Slack GIF Creator

Create animated GIFs optimized for Slack's technical requirements with composable animation primitives and size validators.

10 minutes
Intermediate
Creative & Design

UX Copy Audit & Refactoring System

Turn a CLAUDE.md style guide into an enforced standard across an entire product's content — bulk audits, diff-reviewed refactoring, and zero-risk read-only consistency reports across hundreds of files at once.

15 minutes
Intermediate
Creative & Design

UX Writing Toolkit

Write and edit interface copy — buttons, errors, empty states, notifications — against research-backed benchmarks for sentence length, comprehension, and reading level, plus a tone framework that adapts to the user's emotional state.

5 minutes
Intermediate
Creative & Design

UI Designer

Extract design systems from reference UI images and generate implementation-ready design prompts — turn a screenshot into a consistent system you can build against.

15 minutes
Intermediate
Creative & Design

UX Copy Writer

Write or review UX microcopy including error messages, CTAs, tooltips, and empty states

10 minutes
Intermediate
Creative & Design

Accessibility Auditor

WCAG 2.1 AA accessibility audit for designs, prototypes, and web pages

10 minutes
Intermediate

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