Writing AI Skills

4,750 open-source Writing AI skills that teach any AI model a new workflow.

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deanpeters logo

Pol Probe Advisor

deanpeters
CommunityPopular

Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.

831
7K
Instructions
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EpicenterHQ logo

Writing Voice

EpicenterHQ
OrganizationPopular

Shape prose so it sounds like Braden, with conversational precision, rhythm, humor, and earned poetic turns. Use for substantial drafting or revision, an ear pass, and explicit voice or tone work in…

386
4.8K
1 files
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rpamis logo

Comet Design

rpamis
OrganizationPopular

Comet Phase 2: Deep Design. Invoke with /comet-design. Produce Design Doc and delta spec through brainstorming.

295
3.1K
Instructions
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rlaope logo

Omh Content Operator

rlaope
CommunityPopular

[omh] Hermes content operator workflow: scope publish-ready writing, rewriting, summarization, translation, release-note, newsletter, customer-copy, social-copy, README-copy, and email-draft work with…

194
2.7K
Instructions
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aipoch logo

Aim And Hypothesis Designer

aipoch
OrganizationPopular

Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loose study idea into a tighter protocol-framing…

188
1.9K
8 files
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daymade logo

Claude Usage Analyst

daymade
CommunityPopular

Analyze Claude Code and Claude Desktop Code token usage, cost, quota burn, model mix, cache read/write, and 5-hour block consumption using ccusage evidence. Use when the user asks why Claude quota was…

219
1.4K
3 files
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dpearson2699 logo

Swift Api Design Guidelines

dpearson2699
CommunityPopular

Apply Swift API Design Guidelines to name, label, and document Swift APIs. Covers argument label rules (prepositional phrase rule, grammatical phrase rule, first-label omission), mutating/nonmutating…

61
1.2K
5 files
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OpenLAIR logo

Ds Review

OpenLAIR
OrganizationPopular

Use when a draft, paper, or paper-like report is substantial enough for an independent skeptical audit before finalization, rebuttal, or revision routing.

136
1.2K
3 files
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matlab logo

Roadrunner Convert Lanelet2 To Rrhd

matlab
OrganizationPopular

Convert Lanelet2 maps (.osm) to RoadRunner HD Map (.rrhd) format using MATLAB. Use when converting Lanelet2 maps into RoadRunner Scene Builder, building driving scenes from open-source map data, or…

138
1.2K
21 files
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jezweb logo

Uk Business English

jezweb
CommunityPopular

British business English writing style for professional communications — polished, understated, EN-GB spelling (colour, organise, centre). Use whenever the user is writing for a British audience:…

109
1.1K
Instructions
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kostja94 logo

Comparison Table Generator

kostja94
Community

When the user wants to create, optimize, or audit a comparison table section—an in-page block (HTML table or responsive equivalent) comparing products, methods, or approaches, with optional supporting…

137
979
Instructions
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inference-sh logo

Llm Models

inference-sh
Organization

Access Claude, Gemini, Kimi, GLM and 100+ LLMs via inference.sh CLI using OpenRouter. Models: Claude Opus 4.5, Claude Sonnet 4.5, Claude Haiku 4.5, Gemini 3 Pro, Kimi K2, GLM-4.6, Intellect 3. One API…

106
790
Instructions
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jaechang-hits logo

Deeptools Ngs Analysis

jaechang-hits
Community

NGS CLI for ChIP/RNA/ATAC-seq. BAM→bigWig with RPGC/CPM/RPKM, sample correlation/PCA, heatmaps/profiles around features, fingerprints. For alignment use STAR/BWA; for peak calling use MACS2.

45
381
Instructions
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franklee16 logo

Acr Institutional Standards

franklee16
Community

Use when writing or verifying the institutional / accounting-standard / regulatory background for a 《会计研究》 (Accounting Research) manuscript — getting standard clauses, regulatory rules, and effective…

34
225
Instructions
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jtydhr88 logo

Mc Style Latin

jtydhr88
Community

Latin as a style layer (拉丁风格层) - three families that must never be blended into one "Latin" setting; Afro-Cuban, Brazilian and Caribbean. The clave system as the grammar that decides son or rumba and…

23
171
1 files
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vstorm-co logo

Discharge Summary Plain Language

vstorm-co
Organization

Rewrite a discharge summary for the patient without changing a single clinical fact.

27
137
Instructions
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JasonColapietro logo

Suede Video

JasonColapietro
Community

Plan or produce marketing video with scripts, storyboards, shot and asset lists, consent-aware AI or avatar choices, programmatic rendering, edit decisions, pacing, export specs, and video-search…

12
126
7 files
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Productfculty-aipm logo

Vision Setting

Productfculty-aipm
Community

Use this skill when the user asks to "write a product vision", "define our vision", "help me articulate where we're going", "vision statement", "long-term vision", "what should our 3-year vision be",…

34
80
Instructions
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glebis logo

Persona Review

glebis
Community

Review a document from multiple stakeholder perspectives (personas), collect structured feedback, and optionally update the document. Use when a document should be stress-tested from different…

3
38
1 files
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bergside logo

Storytelling

bergside
OrganizationPopular

Narrative-driven design using visuals, copy, and interaction to guide users through engaging, emotionally resonant journeys.

324
3.4K
1 files
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openakita logo

Openakita/Skills@Changelog Generator

openakita
CommunityPopular

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Use…

277
2K
1 files
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aipoch logo

Animal And Cell Validation Planner

aipoch
OrganizationPopular

Designs cell-based and animal-based validation plans that translate computational, omics, biomarker, genetic, or clinical findings into experimentally testable validation routes. Always use this skill…

188
1.9K
10 files
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jezweb logo

Us Business English

jezweb
CommunityPopular

American business English writing style for professional communications — direct, action-oriented, EN-US spelling (color, organize, center). Use whenever the user is writing for an American audience:…

109
1.1K
Instructions
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forcedotcom logo

Experience Ui Bundle Project Generate

forcedotcom
OrganizationPopular

Generates a minimal, ready-to-develop SFDX starter project from template instead of hand-scaffolding files. Use this skill when starting a brand-new Salesforce UI bundle app (React or Angular) and the…

351
1.1K
5 files
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rampstackco logo

Long Form Content Frameworks

rampstackco
OrganizationPopular

Patterns for individual long-form content pieces. Case studies, whitepapers, research reports, definitive guides, manifestos, ebooks, long-form tutorials. The structural disciplines that distinguish…

134
1K
9 files
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bioMate-AI logo

Bioconductor Zellkonverter

bioMate-AI
Organization

Provides methods to convert between Python AnnData objects and SingleCellExperiment objects. These are primarily intended for use by downstream Bioconductor packages that wrap Python methods for…

66
804
Instructions
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OpenClaudia logo

Seo Content Brief

OpenClaudia
Organization

Create an SEO content brief for writers. Use when the user says "content brief", "SEO brief", "writing brief", "brief for", "writer brief", "outline for SEO", or asks about creating a structured brief…

60
714
Instructions
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WILLOSCAR logo

Protocol Writer

WILLOSCAR
Community

Use when `evidence-review` needs an operational protocol before screening and extraction.

39
513
1 files
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Dokhacgiakhoa logo

Clean Code

Dokhacgiakhoa
Community

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

145
511
5 files
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backtrue logo

Mk 059

backtrue
Community

Per-product contribution margin calculation. Use when the task requires the amount remaining after specified variable expenses. Apply this method to the specified inputs and verify the deliverable

24
249
2 files
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jmagly logo

Aiwg Regenerate Cursorrules

jmagly
Community

Regenerate .cursorrules for Cursor with preserved team directives

34
225
Instructions
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cgallic logo

Ux Writing

cgallic
Community

Create user-centered, accessible interface copy (microcopy) for digital products including buttons, labels, error messages, notifications, forms, onboarding, empty states, success messages, and help…

8
61
11 files
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RedHatProductSecurity logo

Libafl

RedHatProductSecurity
Organization

LibAFL is a modular fuzzing library for building custom fuzzers. Use for advanced fuzzing needs, custom mutators, or non-standard fuzzing targets.

9
56
Instructions
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MengTo logo

Build Hybrid Game Assets

MengTo
CommunityPopular

Plan, create, integrate, or audit a hybrid asset pipeline for a Three.js or web game. Use when choosing among imported meshes, procedural 3D geometry, AI-generated reference art, 2D UI media, sprites,…

717
6.1K
1 files
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bergside logo

Terracotta

bergside
OrganizationPopular

A sun-baked, clay-toned editorial interface built on warm cream surfaces, ink-brown headlines set in a display serif, and a single terracotta accent.

324
3.4K
1 files
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backnotprop logo

Sharpen

backnotprop
CommunityPopular

Make a task deeper, not bigger, then rewrite the prompt. Use for /sharpen.

227
3.2K
Instructions
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openakita logo

Openakita/Skills@Chinese Novelist

openakita
CommunityPopular

Guide AI to write Chinese novels and fiction with structured character creation, plot architecture (起承转合), dialog writing, scene description, and genre-specific techniques for 玄幻, 都市, 悬疑, and 言情…

277
2K
1 files
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hashgraph-online logo

Writing Bgs Load Order

hashgraph-online
OrganizationPopular

Use when reading, editing, or generating a Bethesda Game Studio load-order file (plugins.txt / loadorder.txt) for Fallout 4, Skyrim SE/AE/VR, Fallout 76, Starfield, or when launching xEdit with a…

360
1.3K
Instructions
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win4r logo

Threads Messages

win4r
Community

Use this to interact with the user's Threads messages: read inboxes and message threads, and send messages through `threads-messages-cli`.

116
382
1 files
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JetBrains logo

Configuration Properties Profiles Kotlin Safe

JetBrains
Organization

Design and diagnose Spring configuration, profiles, and `@ConfigurationProperties` binding for Kotlin applications. Use when property binding fails, environment-specific overrides behave unexpectedly,…

32
377
1 files
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Cold-IQ logo

Bridgebound Symptoms 11

Cold-IQ
Organization

11 Symptoms & Signs Bridgebound triggers from Flip The Script - Overt Negatives, Lacking Positives, and Industry Influencers. Use when identifying pain-based opportunities, building problem-aware…

91
305
Instructions
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pawbytes logo

Paw Upwork Profile

pawbytes
Organization

Writes paste-ready Upwork profiles — title, overview, skills, portfolio descriptions, variations. Use when the user says 'build my Upwork profile', 'write my overview', 'fix my Upwork title', 'rewrite…

20
117
Instructions
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fatihguner logo

Grammar And Mechanics

fatihguner
Community

Provides a structured reference for the grammar and punctuation rules that most frequently undermine credibility in business writing. Covers subject-verb agreement, pronoun case, dangling modifiers,…

10
63
Instructions
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glebis logo

Respondent Panel

glebis
Community

Run a panel of independent synthetic respondents against copy, a slogan, brand values, a landing page, or any user-facing text — each in an isolated context, each a different specific person — then…

3
38
1 files
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101-skills logo

Qwen Image 2 Pro

101-skills
Organization

Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Professional text rendering, fine-grained realism, enhanced semantic adherence. Ideal for posters, banners, and text-heavy…

3
5
Instructions
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alirezarezvani logo

Hard Call

alirezarezvani
CommunityPopular

/em:hard-call — Framework for decisions with no good options. Use when every option is painful and a structured 10/10/10 + regret-minimization pass is needed — e.g. choosing between a layoff and a…

3.7K
26.1K
Instructions
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davidondrej logo

Signal From Expert

davidondrej
CommunityPopular

Compare the user's notes with an expert's work on a topic. Return relevant exact quotes, source locations, and at least one gap in the user's thinking. Use only when /signal-from-expert is explicitly…

599
4.1K
3 files
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aiming-lab logo

Technical Writing Clarity

aiming-lab
OrganizationPopular

Use this skill when writing documentation, READMEs, technical specs, runbooks, or any text that explains a system or process to other engineers. Apply before writing any developer-facing document.

454
3.5K
Instructions
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openakita logo

Openakita/Skills@Chinese Writing

openakita
CommunityPopular

Enforce modern Chinese writing standards including tone, spacing rules (Pangu), full-width punctuation, paragraph structure, and active voice. Provides specific guidelines for blog posts, error…

277
2K
1 files
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Besty0728 logo

Unity Netcode

Besty0728
CommunityPopular

Set up Netcode for GameObjects (NGO 2.x) multiplayer

164
1.8K
Instructions
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cbrock84 logo

Lead Capture

cbrock84
CommunityPopular

Converts anonymous traffic into known contacts — lead magnets, gated content, free tools, popups, and the forms behind them. Use this to design or improve a lead magnet, plan a free tool, add or fix…

237
1.6K
1 files
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