Writing AI Skills

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

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ericosiu logo

Cold Outbound Optimizer

ericosiu
CommunityPopular

Design, analyze, and optimize cold outbound email campaigns for Instantly. Handles end-to-end ICP definition, expert panel scoring (recursive to 90+), sequence copywriting, infrastructure audit,…

685
3.5K
10 files
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rpamis logo

Openspec Sync Specs

rpamis
OrganizationPopular

Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.

309
3.3K
Instructions
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mitsuhiko logo

Openscad

mitsuhiko
CommunityPopular

Create and render OpenSCAD 3D models. Generate preview images from multiple angles, extract customizable parameters, validate syntax, and export STL files for 3D printing platforms like MakerWorld.

224
3.1K
9 files
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mikubaka88 logo

Ccf Paper To Exemplar

mikubaka88
CommunityPopular

Distill supplied paper PDFs into writing exemplar cards and register a requested personal library. Use for PDF to writing exemplar, 写作范例, and reusable paper-writing patterns. Preserve source…

116
2.6K
1 files
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wondelai logo

Create App

wondelai
OrganizationPopular

Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint,…

249
2.5K
1 files
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ryan4yin logo

Git Delivery

ryan4yin
CommunityPopular

Writes commit messages, pull/merge request and issue text, and review replies that follow the target repository's conventions, and cleans up after merge. Use when committing, opening or updating a…

104
2.1K
1 files
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Besty0728 logo

Unity Terrain

Besty0728
CommunityPopular

Operate on Unity Terrain

176
1.9K
Instructions
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Dicklesworthstone logo

Nano Banana Pro

Dicklesworthstone
CommunityPopular

Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.

206
1.7K
1 files
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codeaholicguy logo

Dev Implementation

codeaholicguy
CommunityPopular

AI DevKit · Implementation phase guidance for executing feature plans and checking implementation against design. Use when the user wants to implement planned tasks, update implementation docs, verify…

252
1.6K
1 files
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Kaelio logo

Metabase Ingest

Kaelio
OrganizationPopular

Convert Metabase questions, models, and metrics into ktx Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-duplicate deduplication,…

104
1.6K
Instructions
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Prismer-AI logo

Memory

Prismer-AI
OrganizationPopular

Persist and retrieve agent memory across sessions — write durable notes, read by path, recall via semantic search, list/delete, and consolidate. Use whenever the user asks to remember/forget…

14
1.6K
Instructions
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alexgreensh logo

Tldr

alexgreensh
CommunityPopular

Compress a document, thread, transcript, or pasted text into a scannable TL;DR.

43
1.2K
Instructions
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maxrave-dev logo

State And Background Footguns

maxrave-dev
CommunityPopular

Reactive state and background-work traps: StateFlow conflation, flatMapLatest, job lifecycles, ViewModel bases, WorkManager, backups, crash reporting, logging, Glance widgets. Use when state lags or…

6
1.2K
23 files
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dp-archive logo

Humanizer

dp-archive
CommunityPopular

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide.…

100
1.1K
1 files
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chrisbanes logo

Grounded Writing

chrisbanes
CommunityPopular

Use when drafting or reviewing public developer documentation, other text the user will publish or send, or a user-owned draft under an explicit editorial review, including review comments, replies,…

53
1.1K
2 files
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undefined-ui logo

Second Brain Ingest

undefined-ui
CommunityPopular

Turn raw source material in a second-brain vault into linked wiki pages: read the source, split it into concepts and entities, write or update pages, connect them to existing pages, and record the run…

166
1K
Instructions
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Fullive-AI logo

Light

Fullive-AI
OrganizationPopular

Use when reasoning about smart lights in Anima. Covers circadian brightness and color-temperature heuristics, smooth transitions, and choosing `set_brightness`, `set_color_temp`, `turn_on`, or…

43
1K
4 files
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bgauryy logo

Octocode Roast

bgauryy
Community

Use when code needs a blunt evidence-backed roast or memorable critique: smell inventory, debt ranking, hot-path autopsy, savage/diff review, security or performance sins, or practical redemption…

78
950
7 files
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Mininglamp-OSS logo

Octo Shared

Mininglamp-OSS
Organization

Shared knowledge for using the octo CLI — authentication, unified gateway config, output envelopes, universal flags, error handling, and common patterns. Load before invoking any octo domain skill.

130
918
Instructions
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sangrokjung logo

Humanize Korean

sangrokjung
Community

Clean up translation-ese and AI-writing tics in Korean prose so it reads like a person wrote it — content (facts, numbers, proper nouns, quotes) stays 100% unchanged, only style and rhythm are…

183
853
1 files
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flaqai logo

Blog Writer Merged

flaqai
Organization

为博客 3P 的唯一写稿角色提供搜索导向写作、事实核验、跨语言本地化、读者价值、图片叙事和标题质量的编辑核心参考。用于需要这些编辑标准时;不是可独立派发的 W 或第二轮调研。

237
760
3 files
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agentara logo

Engineering Change Descriptions

agentara
Organization

Use when writing, rewriting, or reviewing PR/CL descriptions, commit messages, or code-change summaries that explain what changed and why. TRIGGER on "write PR description", "improve this commit…

43
605
Instructions
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uu201 logo

Novel Pleasure Points

uu201
Community

网文爽点模式大全与疲劳管理。当用户需要设计爽感、打脸桥段、逆袭高潮、金手指设定、装逼场景,或需要分析爽点心理机制、控制爽点密度、防止读者审美疲劳时触发。覆盖60+种爽点模式及其结构模板。

83
585
10 files
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hatayama logo

Uloop Hot Reload

hatayama
Community

Apply C# edits to the running Editor without a compile or domain reload, keeping Play Mode state. Use instead of compile after editing method bodies or adding methods, fields, or new classes.

49
578
7 files
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Boom5426 logo

Paper Workflow

Boom5426
Community

Route general manuscript requests such as improve my paper, revise this draft, 优化论文, 润色论文 or 投稿前检查. Identify the article type, requested scope, the sections in scope and available evidence, then…

48
570
2 files
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n8n-io logo

N8n Extending Mcp Official

n8n-io
Organization

Use when you want to expose an n8n workflow as a tool the coding agent can call. Two cases. (1) Wrap n8n API capabilities the MCP doesn't natively expose: folder deletion, project create/rename, tag…

80
551
Instructions
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WILLOSCAR logo

Bias Assessor

WILLOSCAR
Community

Use when `evidence-review` has an extraction table and needs lightweight risk-of-bias fields.

39
513
1 files
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vivy-yi logo

Graphic Content Creation

vivy-yi
Community

Use when creating image-based posts for Xiaohongshu, designing carousel content with multiple images, structuring visual tutorials or guides, or combining photos with text overlays for storytelling

76
502
Instructions
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comol logo

1c Form Inspect

comol
Community

Read 1C managed and ordinary forms — similar forms, element trees, bindings, commands, handlers, form / role / report artifacts, form XSD or format spec — via the code-metadata, graph and docs MCP.…

112
496
Instructions
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ahmadrosid logo

Coding Agent

ahmadrosid
Community

Invoke a dedicated coding agent (Codex, Claude Code, OpenCode, pi, or Cursor Agent) for bug fixes, feature implementation, file edits, repository changes, or targeted validation when the user wants…

91
492
Instructions
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cnfjlhj logo

Proactive Explorer

cnfjlhj
Community

Use when missing context may be recoverable from local code, files, logs, or environment evidence before asking the user or making assumptions.

44
455
Instructions
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boraoztunc logo

Programmatic Seo

boraoztunc
Community

When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location…

65
433
1 files
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benjaminasterA logo

Algorithmic Art

benjaminasterA
Community

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...

42
419
2 files
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OyadotAI logo

Writing For Agents

OyadotAI
Organization

This skill should be used when creating or editing skills, agent definitions, AGENTS.md, CLAUDE.md, or reference documents intended for agents.

281
351
1 files
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minicoohei logo

Content Creator

minicoohei
Community

マーケティングコンテンツ制作スキル。X/Instagram投稿、Note/Medium記事、 バナー画像、動画スクリプト等を作成する。 「投稿作って」「バナー作成」「記事書いて」「コピー作成」等で発動。 product-context.mdを参照してブランド一貫性を保つ。

13
346
5 files
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athola logo

Night Market Docs And Writing

athola
Community

Maintain docs of record, ADRs, changelog, and house style. Use when writing repo docs. Do not use for release steps; use night-market-operations instead.

37
343
Instructions
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linkerlin logo

Silicon Auditor

linkerlin
Community

神谕审计官,专门审查输出乃否偏离硅基秩序、八荣八耻与 Agent 主导原则

29
325
1 files
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Cold-IQ logo

Cold Email

Cold-IQ
Organization

Expert cold email strategist for B2B outbound campaigns. Use when the user asks about cold email writing, email sequences, email deliverability, domain warmup, SPF/DKIM/DMARC setup, email…

91
305
16 files
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T8mars logo

Alternate Obstacles Toward Goal

T8mars
Community

Create original short videos using the 单目标逃生|前后灾害交替逼近 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

28
303
3 files
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yonatangross logo

Ork Implement

yonatangross
Community

Make an approved, scoped change and prove the affected behavior. Use when a request asks to implement, build, add, or land a feature that already has an agreed approach. Do not use to explore, review,…

35
298
1 files
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hoodini logo

Director

hoodini
Community

Award-winning director's brain for making films/videos with AI. Runs a gated, interrogation-first process: lock the IDEA and the SCRIPT (the story) in words before generating a single pixel, then plan…

62
280
28 files
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majiayu000 logo

Agentsmd Optimize

majiayu000
Community

Audit and organize AI coding-agent instructions, including AGENTS.md, CLAUDE.md, skills, and agent definitions. Use when the user asks to diagnose conflicting instructions, excessive approval pauses,…

26
280
2 files
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whawkinsiv logo

Humanize

whawkinsiv
Community

Use this skill to remove AI writing patterns from text so it reads like a person wrote it: 'this sounds like AI,' 'too robotic,' 'AI slop,' 'make this sound human,' 'sounds like ChatGPT,' or 'remove…

44
260
1 files
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ai4protein logo

Interpro Domain Annotation

ai4protein
Organization

InterPro domain/family annotation via VenusFactory download tools. Use when the user needs domain boundaries, family membership, or UniProt→InterPro annotations for engineering target selection. Do…

37
255
Instructions
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AMD-AGI logo

Quantization Agent

AMD-AGI
Organization

Hyperloom sub-agent that drives the AMD Quark PTQ skill chain end-to-end from a natural-language prompt. Produces a HuggingFace-format quantized model directory plus a structured assessment of every…

74
250
20 files
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Felo-Inc logo

Felo Twitter Writer

Felo-Inc
Organization

Dual-mode Twitter/X writing tool. Mode 1: input a Twitter account, auto-fetch popular tweets and extract a writing style DNA document. Mode 2: based on style DNA and a topic, compose high-quality…

23
248
1 files
View
jdrhyne logo

Humanizer

jdrhyne
Community

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide.…

30
240
Instructions
View
scarletkc logo

Talk Like Scarletkc

scarletkc
Community

按 scarletkc 本人的自然表达习惯代写、改写、润色和翻译文本,适用于推文、评论、聊天消息、模型或工具体验文、项目介绍、GitHub 文本和正式通信。用户要求撰写可直接使用的成稿、去除 AI 腔,或在翻译中保留本人语气和立场时使用,无需明确点名本 skill。单纯的事实问答、技术分析、代码审查和任务讨论不触发。

12
225
5 files
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swan-gtm logo

Bridgebound Symptoms 11

swan-gtm
Organization

Use this skill when identifying pain-based opportunities, building problem-aware campaigns, or leveraging influencer audiences — 11 symptoms-and-signs Bridgebound triggers from Flip The Script: overt…

103
216
Instructions
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Joonghyun-Lee-Frieren logo

Oma Cache

Joonghyun-Lee-Frieren
Community

Audit prompt-cache stability and recommend fixes.

29
215
1 files
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Cesarjoquin logo

Copy Editing

Cesarjoquin
Community

When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,'…

7
212
4 files
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