Writing AI Skills
4,750 open-source Writing AI skills that teach any AI model a new workflow.
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Docs Guard
Review generated or changed documentation before it ships — READMEs, API references, docstrings, PHPDoc/JSDoc, changelogs, tutorials, and doc sites. Best used reactively after an agent writes or edits…
Distribute Tokens
Two-phase contributor rewards - plan builds a tier-priced payout from the repo's merged-PR ranking; send executes it on-chain via Bankr Wallet API with per-recipient idempotency and dry-run.
Story Long Write
长篇网文写作。从大纲到正文,辅助长篇网络小说的创作,包括世界观、人物、情节线管理。 触发方式:/story-long-write、/写长篇、「帮我开书」「写大纲」「日更」「续写」「继续写」「修改第X章」「回炉」「重写第X章」
Reflect
User-invoked pause before reporting to check intent vs literal completion, surface adjacent wins, and route knowledge capture.
Executive Kpi Briefings
Template pack for summarizing BI insights for ELT/board stakeholders.
Memstack Content Product Description
Use this skill when the user says 'product description', 'product listing', 'product copy', 'Amazon listing', 'Shopify listing', 'e-commerce copy', or needs conversion-optimized product descriptions…
Redesign
Redesign an existing site or app without losing what already works — audits the current surface first, classifies what to preserve (brand, IA, SEO, content), picks a refresh/reskin/rebuild scope, then…
Verse Craft
This skill should be used when the user asks to "write a poem", "write a limerick", "write a sonnet", "haiku", "villanelle", "ballad", "song lyrics", "a song for my character", "a rhyme", "rhyming…
Linkedin Engagement
LinkedIn engagement strategy including comment tactics, DM sequences, dwell time optimization, and platform limits. Use when the user asks about LinkedIn comments, engagement strategy, DM outreach,…
Break Kinetic Text Obstacles
Create original short videos using the 动力短片|文字障碍逐个击碎 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 and…
Brand Voice
Use when defining how a brand SOUNDS as a reusable system: adjectives turned into linguistic rules, four tone dimensions as ratios, a use/avoid word bank, an AI voice-DNA block — so content stops…
Aer Workflow
Use when deciding which AER-skills sub-skill to use next, or when sequencing manuscript work from topic selection through rebuttal for the American Economic Review, AER:Insights, or AEJ journals.…
Oma Hooks Validate
Validate native Antigravity hooks, capability boundaries, and workflow evidence.
Elaborate Spec
Refine a rough idea into a clear, detailed specification through dialogue. Does not produce code. Use when user has a vague idea, wants to think through a feature before planning, or needs to turn "I…
Story Coach
Act as an assistive writing coach who guides but never writes for the user. Use when helping someone develop their own writing through questions, diagnosis, and frameworks. Critical constraint - never…
Agentscope
Build transparent, observable AI agents using AgentScope — agents you can see, understand, and trust with full execution tracing and debugging. Use when: building production agents that need…
User Research Synthesis
Analyze and synthesize user research findings following PM best practices. Use when the user provides user research data, interview transcripts, survey results, or user feedback that needs to be…
Masterkala
Unofficial read-only MasterKala: search gadgets, compare prices and specs, stock, delivery, deals. Use when the user asks about MasterKala (masterkala.com) or wants electronics, appliances or other…
Hermes Traj
Capture Claude Code interaction trajectories in training-friendly formats. Use when saving successful runs, failed runs, review samples, evaluation traces, or compact datasets for later QA and…
Rulebook For Arguments
Construct, critique, and audit arguments using the complete methodology from Weston's "A Rulebook for Arguments". Use when building a position, stress-testing logic, identifying fallacies, writing…
Suede Content Strategy
Use when asked "plan our content strategy" or to decide what to publish, refresh or stop. Suede AI maps audience questions, pillars, topic clusters, AI answer gaps and original-data assets to…
Webflow Mcp:Review Comments
Review open comment threads on a Webflow site and triage each one.
Build Pace To Destination Celebration
Create original short videos using the 步速到抵达|目的地延迟出现并由环境庆祝 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…
Seo
Audits and fixes technical SEO, researches search demand, creates content briefs, and measures SEO/AEO performance. Use when asked to "audit SEO", "fix indexing", "improve AI visibility", "check…
Proofread
中文网文错别字校对与敏感词/违禁内容过审检查。当用户要查错别字(的地得/在再/做作等)、查敏感词违禁词、投稿前过审自检、问"这段会不会被屏蔽/被标红/过不了审"、或要"像番茄那样标出错字并给一键替换建议"时使用。逐句扫描,给出"原词→建议词"对照供作者一键替换。
Figma Slides
Author Figma Slides presentations — list/create/duplicate/reorder/delete slides, read the slide grid, add text and shapes to a slide, set slide background color, set or read slide transitions…
Writer Continuity
Audit and maintain fiction continuity, character knowledge, chronology, world rules, objects, foreshadowing, and series canon using evidence from saved manuscripts.
Resolve Beagle
Use as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin. Triggers on:…
Excalidraw
Create hand-drawn style diagrams using Excalidraw JSON format. Generate .excalidraw files for architecture diagrams, flowcharts, sequence diagrams, concept maps, and more. Files can be opened at…
Google Slides
Google Slides API for reading and editing presentations and speaker notes. Use when user mentions "Google Slides", "slides", "presentation", "speaker notes", or shares a docs.google.com/presentation…
Tweet Writer
Write viral, persuasive, engaging tweets and threads.
Data Pipelines
Build and repair batch and streaming pipelines that can be run twice without lying — lineage, event-time windowing, late arrivals, re-runnable writes and bounded backfills. Use when writing or fixing…
Plain Language
Load this skill whenever the project involves writing, editing, or reviewing content for a general audience, including UI copy, help text, error messages, documentation, and instructions. Under no…
Plan Authoring
Author executable high-level plans and per-step implementation plans for phased work. Defines the plan repo layout and step-plan schema. Grants filesystem access for grounding plans in real code.
Book Prose Writer
Rewrites text in Jason Cohen's prose style for the Hidden Multipliers book. Use when asked to rewrite, restyle, or edit prose for the book.
Model Driven Apps
Model-Driven Apps Development. Use when: building Model-Driven Apps, forms, views, business rules, site map, command bar customization, custom pages, embedded Canvas Apps, subgrids, role-based form…
Zone Of Proximal Development
Design a coherent assessment-and-practice lesson using zone-of-proximal-development principles: independent diagnosis, targeted review, supported practice, fresh independent checks, and an…
Release Notes
Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes). Use when writing release notes,…
Seo Report
Write and save an OpenSEO report as one self-contained HTML page. Use when a skill has finished its research, and whenever the user asks for a report, check-in, or summary, or names a report template.
Hardening
Hardens LifeOS tests via property/mutation testing. USE WHEN harden, hardening, property test, property based testing, PBT, fast-check, mutation test, mutation testing, Stryker, CRAP score, CRAP…
Devtools React
React adapter for the json-render devtools inspector. Use whenever the user wants to add, configure, or troubleshoot @json-render/devtools-react in a React json-render app, including spec inspection,…
Agent Starters
Use when creating, refreshing, packaging, inspecting, promoting, or deprecating a named per-seat starting point — Agent Starter manifest authoring, the 6-state lifecycle (captured → named →…
Enterprise Vpn Attack
External SSL VPN / remote-access appliance attack matrix — Cisco ASA/AnyConnect, Fortinet FortiGate/FortiOS, Citrix NetScaler/ADC, Palo Alto GlobalProtect, Pulse Secure / Ivanti Connect Secure,…
Writing Skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Ncbi Sequence Fetch
Retrieve protein and nucleotide sequences from NCBI databases using E-utilities. Supports direct accession lookup, CDS translation, gene+organism search, locus lookup, PubMed-linked sequences, patent…
Humanizer
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.…
Newsletter Writer
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…
Unity Yaml Editing
Last-resort guidance for safely hand-editing Unity YAML
Storyboard Shot Breakdown
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…
Localization
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…
Humanize
Read-only audit of `.tex`, `.qmd`, or `.md` text for AI-voice tells — boilerplate transitions ("Moreover", "Furthermore", "It is important to note that"), AI-cliché lexicon ("delve", "navigate the…

