Writing AI Skills

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

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wwwzhouhui logo

Video Edit Assembly

wwwzhouhui
Community

Specialized workflow for multi-material video assembly. Use after video-edit-agent classifies a task as combining, selecting, ordering, de-duplicating, or shaping multiple user-provided…

57
285
Instructions
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majiayu000 logo

Codebase Audit

majiayu000
Community

全面代码库审计 — 自适应并行深度分析(前后端契约、数据完整性、异常处理/安全、架构/技术债、配置/缓存),结构化 findings + 对抗验证 + 基线对比,输出按严重程度排序的统一报告和修复路线图。支持 quick 快速体检模式。Use when user asks to audit, analyze, or review an entire codebase for design…

26
280
6 files
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gupsammy logo

Create Skill

gupsammy
Community

This skill should be used when the user asks to "create a skill" or "make a command". Make sure to use this skill whenever the user mentions skill creation, command authoring, slash commands, or…

16
275
6 files
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backtrue logo

Mk 021

backtrue
Community

Interpreting high and low willingness-to-pay clues. Use when the task requires observable signals and questions to validate. Apply this method to the specified inputs and verify the deliverable

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249
2 files
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swan-gtm logo

Josh Braun Copywriting

swan-gtm
Organization

Use this skill when refining email copy, improving message quality, or reviewing outreach for common mistakes. Josh Braun's five cold email principles — write with an eraser, be cheeky, be specific,…

103
216
Instructions
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Joonghyun-Lee-Frieren logo

Oma Hud On

Joonghyun-Lee-Frieren
Community

Quick toggle: set OmA HUD visibility profile to normal.

29
215
1 files
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jwynia logo

Cliche Transcendence

jwynia
Community

Transform predictable story elements into fresh, original versions. Use when something feels generic, when feedback says "I've seen this before," when elements orbit the protagonist too conveniently,…

20
159
1 files
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amElnagdy logo

Babysit Pr

amElnagdy
Community

Babysit a pull request through its bot review rounds: verify, fix, reply, resolve. Use for any babysit or watch-the-PR ask.

23
153
1 files
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clay-run logo

Workflows Audience Enrichment

clay-run
Organization

Clay workflows — build enrichment steps and map their results back to Audiences in an existing audience enrichment workflow. Use while editing an audience enrichment workflow or migrating an…

24
145
Instructions
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TheGoat395 logo

Evidence Reconciliation

TheGoat395
Community

Resolve stale facts and authority conflicts.

48
136
2 files
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JasonColapietro logo

Suede Deslop

JasonColapietro
Community

Use when asked "deslop this draft" or to audit finished prose before shipping. Suede AI Slop Stop Skills removes filler, false agency, formulaic rhythm, chat residue and misplaced formatting while…

12
126
5 files
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JGRFW logo

Carrier Relay Shared World Trailer

JGRFW
Community

Create original short videos using the 意象载体预告接力|花果传递、角色轮换与巨像回标 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

22
119
3 files
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xyaz1313 logo

Xy Mp Layout

xyaz1313
Community

【公众号排版】把 Markdown 文稿转成能直接粘进微信公众号后台、粘完不散版的 HTML;内置 15 种排版风格,可生成 1 个 / 6 个推荐 / 全部 15 个并出总览页。用户说「转成公众号版」「做个公众号排版」「生成公众号 HTML」「这篇发公众号怎么排」「微信排版」时触发。只管排版,不改内容。|小爷出品

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118
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vincentkoc logo

Tmux Lane Orchestrator

vincentkoc
Community

Manage one tmux agent lane from its matching ops pane, inspect live pane state and Codex logs on cold start, and produce concise manager summaries for OpenClaw and adjacent project work.

9
112
5 files
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existential-birds logo

Write Adr

existential-birds
Organization

Use when you want to generate Architecture Decision Records from this session. Triggers on "write ADRs", "document our decisions", "create decision records", "record the choices we made". Also useful…

8
82
Instructions
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okou-ai logo

Gen

okou-ai
Organization

Use Okou generation pipelines for images, presentations, websites, reports, and designs.

19
81
Instructions
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nahisaho logo

Technical Writer

nahisaho
Community

technical-writer skill Trigger terms: documentation, technical writing, API documentation, README, user guide, developer guide, tutorial, runbook, technical docs Use when: User requests involve…

7
77
1 files
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itgoyo logo

Songwriting And Ai Music

itgoyo
Community

Songwriting craft, AI music generation prompts (Suno focus), parody/adaptation techniques, phonetic tricks, and lessons learned. These are tools and ideas, not rules. Break any of them when the art…

11
77
Instructions
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hugobowne logo

Writing Revision

hugobowne
Community

Draft or revise any kind of writing so it is clearer, better structured, and more effective for its audience. Use for essays, emails, memos, articles, narratives, speeches, social posts, marketing…

10
70
4 files
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Fmarzochi logo

Token Budget Advisor

Fmarzochi
Community

Offers the user an informed choice about how much response depth to consume before answering. Use this skill when the user explicitly wants to control response length, depth, or token budget. TRIGGER…

49
68
Instructions
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wpultimatesecurity logo

Wp Hardening Best Practices

wpultimatesecurity
Organization

Use when configuring or hardening a WordPress site, editing wp-config.php, writing .htaccess or nginx rules, setting file permissions, or advising on deployment security. Covers security keys,…

3
54
4 files
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LeeJuOh logo

Handoff

LeeJuOh
Community

Distill session into a resumption-ready handoff document

4
53
1 files
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101-skills logo

Linkedin Content

101-skills
Organization

LinkedIn post writing with hook formulas, formatting rules, and engagement patterns. Covers post types, algorithm signals, character limits, and content pillars. Use for: LinkedIn posts, professional…

3
5
Instructions
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openclaw logo

Openclaw Refactor Docs

openclaw
OrganizationPopular

Refactor an existing OpenClaw docs page with source-audited preservation, restructuring, and verification.

82.2K
391K
Instructions
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NousResearch logo

Excalidraw

NousResearch
OrganizationPopular

Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).

53.5K
250.4K
4 files
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coreyhaines31 logo

Marketing Council

coreyhaines31
CommunityPopular

When the user wants multiple expert perspectives on a marketing question — a simulated board of advisors staffed by legendary marketers (Seth Godin, David Ogilvy, Eugene Schwartz, April Dunford, Rory…

7.7K
50.7K
14 files
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MiniMax-AI logo

Handdrawn Live Video Generator

MiniMax-AI
OrganizationPopular

For creators making surreal short videos that blend rough glowing hand-drawn animation with live-action spaces. Users provide a scene idea, contact object or hand, desired mood, and optional language…

629
8.8K
2 files
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lijigang logo

Ljg Writes

lijigang
CommunityPopular

写作引擎。把一个观点写成可理解、可迁移、经得住反例的 1000-1500 字中文文章。USE WHEN 写文章 OR 优化思想内容 OR 展开观点 OR 改写成逻辑递进的中文。NOT FOR 普通摘要、事实查询或结构风洞(用 ljg-structure)。

834
7.4K
1 files
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dotnet logo

Mtp Hot Reload

dotnet
OrganizationPopular

Set up or recover MTP hot reload for a long-lived console-host edit/re-run loop in a Microsoft Testing Platform project. Use for explicit MTP console requests such as "enable hot reload", "dotnet run…

420
5.5K
Instructions
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iflytek logo

Storytelling Advisor

iflytek
OrganizationPopular

Shape pitches, brand stories, presentations, and creative writing with narrative frameworks such as the Hero's Journey, Story Spine, and Freytag's Pyramid. Use when a user wants to structure,…

839
5.1K
1 files
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vinvcn logo

Writing Fragments

vinvcn
CommunityPopular

Writing, explore——挖掘原始 fragments,暂不施加任何结构。

347
4.3K
1 files
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agentscope-ai logo

Reme Memory

agentscope-ai
OrganizationPopular

Use ReMe as file-native long-term memory in Claude Code. RECALL — search ReMe before answering questions about past conversations, preferences, project history, or decisions.

301
3.5K
Instructions
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ginlix-ai logo

Model Update

ginlix-ai
OrganizationPopular

Refresh an existing financial model after a print, a guidance change, a consensus move, a filing, a KPI release or a capital-structure change. Triggers on update the model, roll it forward, the new…

288
1.8K
Instructions
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alchaincyf logo

Huashu Info Search

alchaincyf
CommunityPopular

多渠道搜索新产品新技术,交叉验证后存入知识库。当用户提到"最新信息"、"新产品"、"搜索资料"、"查资料"、"了解XX"时使用。

244
1.6K
Instructions
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LilMGenius logo

Sip

LilMGenius
CommunityPopular

After you create or change an artifact or skill, taste-test it with our own skills instead of trusting your in-session judgment — recursive self-improvement, made automatic. Use right after writing or…

118
1.3K
Instructions
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first-fluke logo

Oma Academic Writing

first-fluke
OrganizationPopular

Draft and revise academic prose against a rubric, evidence, and citation requirements. Use for essays, reports, literature reviews, or academic style audits.

149
1.3K
4 files
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gamedev-skills logo

Godot 3d Essentials

gamedev-skills
OrganizationPopular

Set up a Godot 4.7 3D scene: Node3D transforms, Camera3D, lighting (DirectionalLight3D/OmniLight3D), WorldEnvironment for sky/ambient/tonemap/post, MeshInstance3D materials, and GridMap for tile-based…

107
1.3K
1 files
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fcakyon logo

Mongodb Query Optimizer

fcakyon
CommunityPopular

Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: "How do I optimize this query?", "How do I index this?", "Why is this query slow?", "Can…

113
1.2K
4 files
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jtydhr88 logo

Brainstorm

jtydhr88
CommunityPopular

Pre-production ideation on the canvas. Use when the user wants to develop an idea, script, campaign, character, or storyboard concept BEFORE generating anything — invoked via /brainstorm or when they…

56
1.1K
Instructions
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JuliusBrussee logo

Plugin Creator

JuliusBrussee
Community

Scaffold a complete cave plugin bundle — generates .cave-plugin/plugin.json manifest and the standard directory structure (commands/, skills/, agents/, themes/, hooks/). Use when a user wants to…

107
942
Instructions
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jame581 logo

Gdscript Patterns

jame581
Community

Use when writing GDScript — static typing, await/coroutines, lambdas, match patterns, export annotations, inner classes, and common idioms

47
808
6 files
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yunshu0909 logo

Writing Assistant

yunshu0909
Community

写作助手 - 当用户说"我想写XX"、"帮我梳理选题"、"怎么形成框架"、"给我组织思路"时触发。根据观点清晰度自动选择最优路线:清晰观点走"框架→内容",模糊观点走"挖掘→选题→框架→内容"。

109
769
5 files
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rshankras logo

Foundation

rshankras
Community

Foundation framework skills — AttributedString patterns for rich text formatting, alignment, selection, and SwiftUI integration. Use when working with styled text or AttributedString APIs.

70
744
Instructions
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OSideMedia logo

Higgsfield Seedance 2 5

OSideMedia
Community

Seedance 2.5 prompt director — the omni-reference dialect. Routes the four generation modes (t2v / omni_reference / video_edit / video_extension), writes explicit @Image/@Video/@Audio reference roles…

126
722
2 files
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ynulihao logo

Transformers

ynulihao
Community

Work with state-of-the-art machine learning models for NLP, computer vision, audio, and multimodal tasks using HuggingFace Transformers. This skill should be used when fine-tuning pre-trained models,…

76
612
Instructions
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uu201 logo

Story Short Write

uu201
Community

短篇网文写作。辅助短篇小说创作,从构思到成稿,聚焦情绪拉扯与节奏把控。 触发方式:/story-short-write、/写短篇、「帮我写一篇短篇」「写个盐言故事」

83
585
28 files
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Boom5426 logo

Paper Reviewer

Boom5426
Community

Referee-side skill for Nature Portfolio manuscripts: write a referee report, inventory every ask and sub-ask in received comments, grade drafted replies, and test reply readability. Check methodology,…

48
570
6 files
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WILLOSCAR logo

Evidence Auditor

WILLOSCAR
Community

Use when `paper-review` needs a claim-by-claim evidence gap report grounded in an extracted claim ledger.

39
513
1 files
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nimrodfisher logo

Technical To Business Translator

nimrodfisher
Community

Translate technical analysis into business language. Use when explaining statistical concepts to non-analysts, simplifying technical findings, or bridging communication between data teams and business…

87
493
6 files
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lingzhi227 logo

Self Review

lingzhi227
Community

Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text from PDF, runs structured review, and…

46
426
3 files
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tobihagemann logo

Fetch Pr Comments

tobihagemann
Community

Fetch and summarize review feedback and conversation from a GitHub PR (unresolved review threads, review bodies, and PR conversation comments) without making changes. Use when the user asks to "fetch…

32
417
1 files
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