Writing AI agent skills

2,093 skills in the archive. Read a skill’s instructions or open its original repository.

• Newsletter Writer

  by @cbrock84

  Writes and edits newsletters and marketing emails people actually open — subject lines, opening, structure, voice, and the conversion turn where there is one. Use this to draft or rewrite a newsletter or email, sharpen weak…

• Marketing Copywriting

  by @cbrock84

  Writes and edits marketing copy for any surface — homepage, product and pricing pages, ads, emails, and collateral — and sharpens existing copy that is not working. Use this to write or rewrite page copy, tighten a draft, fix…

• Pp Apify

  by @mvanhorn

  Every Apify platform feature, plus a local SQLite store, cross-Actor search, novelty diffing, cost-aware runs, and... Trigger phrases: `scrape twitter for AI mentions`, `run apify actor`, `what's new in my reddit scraper`,…

• Pp Ankiweb

  by @mvanhorn

  The only terminal-native way to search, rank Trigger phrases: `ankiweb shared decks`, `search anki decks`, `best anki deck for`, `download anki deck`, `my synced anki decks`, `use ankiweb`, `run ankiweb`.

• Remove Ai Patterns

  by @pchalasani

  Remove AI-writing patterns ("AI-isms") from text using the avoid-ai-writing catalog (conorbronsdon/avoid-ai-writing). Use ONLY when the user explicitly asks to remove AI patterns / AI-isms, "make this sound less like AI", "de-AI…

• Gentleman Bubbletea

  by @Gentleman-Programming

  Bubbletea TUI patterns for Gentleman.Dots installer. Trigger: When editing Go files in installer/internal/tui/, working on TUI screens, or adding new UI features.

• Gentleman Installer

  by @Gentleman-Programming

  Installation step patterns for Gentleman.Dots TUI installer. Trigger: When editing installer.go, adding installation steps, or modifying the installation flow.

• Gentleman E2e

  by @Gentleman-Programming

  Docker-based E2E testing patterns for Gentleman.Dots installer. Trigger: When editing files in installer/e2e/, writing E2E tests, or adding platform support.

• Generate Image

  by @tsingyuai

  Generate, edit, or batch-create SEO, marketing, social, and document images with Gemini or OpenAI through the repository-owned Growth Lab image client. Use when a page or content loop needs illustrations, diagrams, covers,…

• Openakita/Skills@Algorithmic Art

  by @openakita

  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, or particle systems. Create…

• Translate

  by @openakita

  Translate text between languages

• Openakita/Skills@Doc Coauthoring

  by @openakita

  Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, PRDs, RFCs, or similar structured content. This workflow helps…

• Openakita/Skills@Changelog Generator

  by @openakita

  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 this skill whenever the user…

• Openakita/Skills@Content Research Writer

  by @openakita

  Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Use when the user wants to write blog posts, articles,…

• Openakita/Skills@Chinese Writing

  by @openakita

  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 messages, UI text, and technical…

• Openakita/Skills@Chinese Novelist

  by @openakita

  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 genres.

• Openakita/Skills@Douyin Tool

  by @openakita

  Douyin (TikTok China) content toolkit for video script writing, short video optimization, BGM recommendations, caption generation, trending topic analysis, and video download/info extraction workflows.

• Article Writing

  by @xu-xiang

  根据提供的示例或品牌指导，以独特的语气撰写文章、指南、博客帖子、教程、新闻简报等长篇内容。当用户需要超过一段的精致书面内容时使用，尤其是当语气一致性、结构和可信度至关重要时。

• Novelty Vs Feasibility Assessor

  by @aipoch

  Assesses whether a medical research topic is worth starting now by separating true novelty from pseudo-novelty, auditing real feasibility under stated resource constraints, and forcing a concrete start / narrow / redesign / stop…

• Animal And Cell Validation Planner

  by @aipoch

  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 whenever a user wants to…

• Paper To Claim Verifier

  by @aipoch

  Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or correlation-to-causation inflation. Use this skill…

• Topic Evidence Mapper

  by @aipoch

  Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, endpoints, methods, evidence density, and thin areas. Use this skill BEFORE medical-research-gap-finder — it…

• Medical Topic Saturation And Whitespace Checker

  by @aipoch

  Maps whether a biomedical research topic, subtopic, or study angle is truly saturated, superficially crowded, strategically occupied, or still open for differentiated entry. Use this skill when a user wants to know whether a hot…

• Population Gap Detector

  by @aipoch

  Detects overlooked, underrepresented, weakly resolved, or poorly validated populations and subgroups within a biomedical research area so users can identify more precise and meaningful study populations. Always use this skill…

• Unmet Clinical Need Extractor

  by @aipoch

  Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence. Use this skill when a user wants to turn broad medical research value into specific clinical pain points such…

• Aim And Hypothesis Designer

  by @aipoch

  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 structure with clear aim…

• Medical Research Literature Reader Pro

  by @aipoch

  A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a…

• Case Control Study Planner

  by @aipoch

  Design a structured case-control study framework with explicit source population logic, control selection rules, matching decisions, exposure measurement planning, and bias-control checkpoints.

• Writing Dna Skill

  by @larashero3-dotcom

  从至少 20 篇完整文章中蒸馏可复用的写作 DNA，分析语言、文章结构、选题逻辑、素材策略、认知框架和视觉风格，并生成 Writing-DNA.md；按该 DNA 写作时会读取全部蒸馏产物和 5 篇相关原文。用于中英文作者、账号、品牌或出版物的风格分析与一致性写作。 Distill reusable Writing DNA from at least 20 complete articles for Chinese or English…

• Lieflat Less Ai Tone

  by @larashero3-dotcom

  按 SKILL.md 明确列出的规则识别并改写写作中的 AI 痕迹。只能处理清单内的问题；未命中规则的文字必须原样保留，也不能改变文章框架。适用于写作完成后的成稿清理。 Remove AI writing tells using an explicit whitelist of rules; leaves unmatched text untouched.

• Introduction Section Writer

  by @aipoch

  Writes the full Introduction section of a biomedical manuscript based on an approved or sufficiently clear study logic, while preserving evidence boundaries and introduction discipline.

• Consistency Checker Across Manuscript

  by @aipoch

  Checks consistency across title, abstract, methods, results, figures, tables, and supplements to identify internal contradictions and version drift in biomedical manuscripts.

• Slide Deck For Lab Meeting

  by @aipoch

  Structures research progress into focused and actionable slides for lab meetings or project reviews without inventing missing content.

• Medical English Precision Editor

  by @aipoch

  Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning.

• Claim Strength Calibrator

  by @aipoch

  Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation status.

• Grant Specific Aims Writer

  by @aipoch

  Writes Specific Aims pages for grant applications. Use when drafting or revising the Specific Aims page (NIH R01/R21/R03), NSF Project Summary, or equivalent for any major funding agency. Also triggers on "write my specific…

• Introduction Logic Builder

  by @aipoch

  Builds background-gap-objective logic for biomedical manuscript introductions with clear study positioning and disciplined narrative structure.

• Title And Abstract Optimizer

  by @aipoch

  Optimizes manuscript titles and abstracts for information density, factual accuracy, and submission fit in biomedical research writing.

• Lay Summary For Cross Disciplinary Teams

  by @aipoch

  Rewrites technical research content into a structured lay summary that cross-disciplinary teams can quickly understand and act on. Use when the user wants to explain research to colleagues outside their specialty — clinicians,…

• Cover Letter Drafter

  by @aipoch

  Drafts journal-ready cover letters for manuscript submission. Use when preparing a submission package, communicating the manuscript's contributions and journal fit to editors, or tailoring the novelty framing for a specific…

• Flight Booking Ai

  by @tourmind-com

  Use when a user wants to resolve airports, search live flight offers, verify a selected airfare, create a flight booking, query a flight order, or safely create or query a third-party payment through TourMind.

• Tourmind Booking

  by @tourmind-com

  MUST USE for any hotel or accommodation intent in any language, including hotel search, hotel recommendations, nearby accommodation, hostels, guesthouses, resorts, where-to-stay questions, room rates, room types, hotel or room…

• Livestream To Clips

  by @0xsline

  Cut an imported livestream recording of any genre into evidence-backed, platform-ready clips by combining transcript, visual, audio, interaction, and domain-specific signals. Use for commerce, gaming, talk, interview, education,…

• Create Motion Graphics

  by @0xsline

  Use whenever the agent needs to add, create, hand-author, patch, or place Motion Graphic JSX assets in a OpenChatCut project. This is the direct-authoring path: use create_motion_graphic_from_code / edit_asset / edit_item, not…

• Music Intelligence

  by @0xsline

  Run or inspect local music analysis and plan or apply beat-, downbeat-, or section-synced video cuts or photo placements. Use for BGM beat edits, rhythm cuts, 卡点剪辑, musical structure, BPM, mood, genre, or instrument questions.

• Storyboard Shot Breakdown

  by @0xsline

  Break down each shot and turn the analysis into a storyboard reference. Use when the user wants shot-by-shot film analysis, director logic, cinematography breakdown, or a storyboard-style reference from a video.

• Widget Forms

  by @0xsline

  Use when the agent should ask the user for structured input with an in-chat form, including single-select, multi-select, text fields, style pickers, or voice audition choices.

• Competitor Analysis

  by @Eronred

  When the user wants to analyze competitors' App Store strategy, find keyword gaps, or understand competitive positioning. Also use when the user mentions "competitor analysis", "competitive research", "keyword gap", "what are my…

• Localization

  by @Eronred

  When the user wants to localize their App Store listing for international markets. Also use when the user mentions "localization", "translate my app", "international markets", "expand to new countries", "localize metadata", or…

• Li Lu Value

  by @questflowai

  Use when evaluating Li Lu-style value investments: circle of competence, long-term compounding, deep research, conservative downside, China/global quality businesses, and concentrated ownership.

• Livermore

  by @questflowai

  Use when evaluating trend-following trades, pivotal-point breakouts, pyramiding, stop discipline, or whether a liquid market is acting right in a Jesse Livermore style.

• Talk Normal

  by @hexiecs

  Stop LLM slop. A curated system prompt that cuts verbose, corporate-sounding LLM output by 56-71% (measured) while preserving information. Works bilingually (English + Chinese). Installs into your AGENTS.md as an always-on…

• Rl Post Training

  by @benchflow-ai

  Diagnostic guide for RL-based post-training of language models (GRPO, PPO, REINFORCE, DPO). Use proactively when debugging a training pipeline that shows no improvement, loss anomalies, reward stagnation, NaN gradients, or other…

• Natural Japanese

  by @coji

  仕事の日本語文書を読みやすくわかりやすく書く・直すためのスキル。議事録（文字起こしからの議事録化を含む）、調査レポート・分析レポート、社内ガイド・マニュアル、リサーチメモ・ディスカッションペーパー・企画書・提案書・報告書・メール、スライド構成案といったビジネス文書の作成・校正、「結論から書いて」「論旨を明確に」「見出しを端的に」「専門用語をわかりやすく説明して」といった指示のいずれでも使用する。AI臭さの除去（「AIっぽい」「AI臭い」「機械翻訳っぽい」…

• Nanobanana

  by @ReScienceLab

  Generate and edit images using Google Gemini 3 Pro Image (Nano Banana Pro). Supports text-to-image, image editing, various aspect ratios, and high-resolution output (2K/4K). Use when user wants to generate images, create images,…

• Open Websearch

  by @Aas-ee

  Single entry skill for open-websearch setup and focused live retrieval, preferring local CLI/daemon paths while remaining compatible with workspace-exposed MCP tools.

• Output

  by @kubb-labs

  Import and use Kubb's generated code (types, clients, hooks, schemas, mocks). Use when writing app or test code that consumes a Kubb build.

• Geometric Layout Repair

  by @benchflow-ai

  Use when producing a minimally changed repaired 2D layout in JSON from extracted architectural geometry and rule-based clearance constraints.

• Shuorenhua

  by @MrGeDiao

  按用户要求审稿或去 AI 味，支持中英文；保留事实、术语与责任主体，支持只标问题。

• Shipping Build Artifacts

  by @kajisho5

  Make the build step a real gate on what you actually distribute — build scripts that warn and exit 0 on a missing input, size checks with only an upper bound, hand-maintained file lists that drift from the entrypoints they must…

• Unity Addressables Design

  by @Besty0728

  Source-anchored design rules for Unity Addressables 1.22.3/2.9.1

• Unity Qframework Design

  by @Besty0728

  Source-anchored design rules for QFramework v1.0.257 covering the four-layer architecture (Controller/System/Model/Utility), Command/Query/Event/BindableProperty core tools, and the CoreKit-family toolkits…

• Unity Probuilder

  by @Besty0728

  Model editable meshes with ProBuilder for blockout

• Unity Qframework

  by @Besty0728

  Editor automation for QFramework (github.com/liangxiegame/QFramework) — architecture-layer code generation (Architecture/System/Model/Command/Utility/Query via ArchitectureCodeGenerator), ViewController and UIKit panel code…

• Unity Addressables

  by @Besty0728

  Manage Addressables groups, entries, profiles and content builds (com.unity.addressables, reflection-based)

• Unity Behavior

  by @Besty0728

  Drive Unity Behavior behavior graphs and blackboard variables

• Unity Perception

  by @Besty0728

  Read-only scene, project and script analysis for AI context

• Unity Netcode

  by @Besty0728

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

• Check Model

  by @ginlix-ai

  Audit a model somebody already built, and report on it without editing it: structure, formulas, integrity identities, source tie-out and reasonableness, ending in a routed issue log. Triggers on check my formulas, QA this…

• Model Update

  by @ginlix-ai

  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 quarter is out, revise…

• Secretary

  by @ginlix-ai

  Workspace and research management. Dispatch analyses, monitor running agents, manage workspaces and threads.

• Test Skill

  by @NeoLabHQ

  Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to…

• Write Concisely

  by @NeoLabHQ

  Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional.

• Om Implement Spec

  by @open-mercato

  Implement selected phases of a standalone app specification with routed context, bounded subagents, progress, tests, and review gates without requiring PR automation. Use for "implement this spec", "phase 2", "continue spec",…

• Om Auto Upgrade 0.7.0 To 0.8.0

  by @open-mercato

  Migrate downstream Open Mercato code from 0.7.0 to 0.8.0 — audit entry.overrides CLI/worker/scheduler dispatch, sales line discount_amount semantics, AlertDescription ref types, devices API camelCase, deal-status "lost" spelling…

• Om Auto Upgrade 0.6.6 To 0.6.7

  by @open-mercato

  Migrate downstream Open Mercato user code from 0.6.6 to 0.6.7. Applies the pg-errors import move, safely unwraps proven scheduler queue payload consumers, audits query-index callbacks and removed scheduler metadata, then…

• Writing Clearly And Concisely

  by @Dicklesworthstone

  Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.

• Nano Banana Pro

  by @Dicklesworthstone

  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.

• Radiology Skills

  by @huang-sir1

  Use when planning, auditing, writing, or revising radiomics, medical imaging AI, and radiology deep learning studies for Radiology/RSNA, Nature-portfolio, Lancet, Cell, npj, European Radiology, or similar venues. Trigger for…

• Radiology Prereview

  by @huang-sir1

  Run a rigorous pre-submission mock peer review of an imaging-AI / radiomics / radiogenomics manuscript — simulate the methods, statistics, reporting-guideline, figure, citation/claim-verification, and data-sharing reviewer a top…

• Radiology Journal

  by @huang-sir1

  Match a finished or near-finished imaging-AI / radiomics / radiogenomics manuscript to the right target journals and build a submission tier list (reach / target / safety) grounded in each venue's publication patterns,…

• Radiology Polishing

  by @huang-sir1

  Polish finished imaging-research prose to Radiology (RSNA), Nature-portfolio/npj, European Radiology, NEJM, Science, or Lancet-family house style: concise sentences, correct tense, precise statistical reporting, venue-specific…

• Create Skill

  by @NeoLabHQ

  Guide for creating effective skills. This command should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.…

• Prompt Engineering

  by @NeoLabHQ

  Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.

• Launch Sub Agent

  by @NeoLabHQ

  Launch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verification

• Context Engineering

  by @NeoLabHQ

  Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.

• Release Sync

  by @legeling

  PromptHub release update skill. Use for `/update-readme`, version bumps, changelog updates, website sync, GUI screenshot/doc refresh, and multilingual release/documentation alignment.

• Writing User Docs

  by @callstackincubator

  House style for user-facing documentation — voice, scope, structure, and what to leave out. Use this skill whenever writing, editing, or reviewing anything a user reads to learn how to use a tool — help center articles,…

• Novel Distill

  by @Pluviobyte

  从用户提供的小说章节中提炼适合短视频的关键事件，核对情节依据，比较候选场面并转译成分镜与视频制作简报。适用于小说高光、角色宣传和小说预告片策划。

• Sw Chinese Opera Banqiang Cases

  by @jtydhr88

  Worked full-length scripts of banqiang-system Chinese opera with their creation records (板腔体全本语料库). Primary texts; 翁偶虹《锁麟囊》 (the revised score edition, 65 arias, 15 self-account-vs-score checks), 汪曾祺等《沙家浜》 (the 1965 text, not…

• Sw Chinese Opera Banqiang

  by @jtydhr88

  Playwriting for banqiang-system Chinese opera (板腔体：京剧、豫剧、越剧、秦腔、评剧、沪剧、淮剧、川剧弹戏), where sung passages are paired seven- or ten-character lines varied by metre (板式) rather than filled into fixed tune patterns. Covers genre…

• Sw Chinese Series Practice

  by @jtydhr88

  Mainland-Chinese TV-series craft, documents and production chain (国产剧创作体系与制片链) — the China layer parallel to the Japanese and Korean/French skills. Distilled from Yao Kougen 姚扣根《电视剧写作概论》(2016; series taxonomy, four Chinese…

• Sw Chinese Opera Qupai

  by @jtydhr88

  Chinese opera playwriting for the qupai (曲牌体) system — 元杂剧, 明清传奇, 昆曲, 川剧高腔, where sung text is filled into fixed tune patterns (填词) rather than built from paired lines varied by metre. Covers stage vs study (李渔 vs 吴梅/王季烈), the…

• Sw Genre Anatomy

  by @jtydhr88

  Genre anatomy from John Truby's The Anatomy of Genres (类型解剖 / 类型节拍 / 混合类型 / 超越类型) — genres as beat systems with a life philosophy underneath; three rules (hit every beat of your genre, mix three or four genres, transcend the…

• Sw Japanese Screenwriting

  by @jtydhr88

  Japanese (and other non-Hollywood) screenwriting methods (日本编剧方法/原创剧本实战) — distilled from ten Japanese directors and writers in ゼロからの脚本術; Kosawa Ryota (three acts as 起承转合, speed by jumping), Uchida Kenji (beautiful structure,…

• Sw Dialogue

  by @jtydhr88

  Dialogue writing and revision for screen and stage (对白/台词/潜台词) — merged from Robert McKee's Dialogue (dialogue as action, said/unsaid/unsayable, exposition as ammunition, beat = action/reaction gerunds, flaws of…

• Sw Korean French Screenwriting

  by @jtydhr88

  Korean and French screenwriting practice (韩国/法国编剧方法) — from the international masterclass; Oh Seung-uk (Christmas in August, The Shameless; field research in disguise, "write the emotion", first act and last act first, spaces as…

• Agent Orchestration

  by @codeaholicguy

  AI DevKit · Supervise multi-agent workflows over repeated passes: poll progress, unblock waiting agents, coordinate dependencies, relay outputs, resolve conflicts, and verify completion. Use only for ongoing multi-agent…

• Dev Implementation

  by @codeaholicguy

  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 code matches design, or run…

• Dev Design

  by @codeaholicguy

  AI DevKit · Design phase guidance for reviewing feature design against requirements. Use when the user wants to validate architecture, review design docs, resolve design trade-offs, or run dev-lifecycle phase 3.