The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 79 437 files from 1 744 authors, of which 61 785 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
Direct game art and creative vision. Turn GAME_DESIGN into a production-level ART_DIRECTION defining a recognizable visual style, camera and composition, world and character grammar, functional colour/light/material, HUD feedback, motion and transition specs, audio direction, and a signature moment for every screen and mode. Use for what should the game look like, set the art direction, define the visual style. 游戏美术与创意方向。把 GAME_DESIGN 转成策划级 ART_DIRECTION,定义可辨识视觉风格、镜头构图、世界与角色语法、功能性色光材质、界面反馈、运动与转场规格、声音方向和每个界面/模式的签名游戏时刻。用于判断游戏应该长什么样、制定游戏美术方向等需求。
Build a risk-matched whitebox or the approved production game for its target runtime. Turn GAME_DESIGN, and ART_DIRECTION when production begins, into a minimal BUILD_BRIEF and a runnable candidate that can be iterated with replayable evidence. Use for prototype the riskiest design question, implement the approved game design, or turn this design into a running game. 游戏构建执行。先按最大风险做白盒,或在正式生产时把批准后的 GAME_DESIGN 与 ART_DIRECTION 压缩成最小 BUILD_BRIEF,在目标运行环境中实现可运行候选并用可回放证据迭代。用于验证高风险设计问题、构建游戏原型或实现批准方案。
Design game concepts from a novel. From SOURCE_BIBLE and PRODUCT_BRIEF, generate three genuinely different directions on the dimensions still unlocked, then pick the most worthwhile playable prototype using hard vetoes and explicit trade-offs. Use for what game should this novel become, compare game concepts, choose a game direction for this book, decide whether this novel should become an interactive story. 小说游戏概念设计。根据 SOURCE_BIBLE 与 PRODUCT_BRIEF 在未锁定维度上生成三个真正不同的方案,用硬否决和关键取舍选择最值得做的可玩原型。用于判断小说适合做成什么游戏、该不该做成互动叙事、比较游戏方案等需求。
Turn a novel into a fully playable game on the selected target platform. Orchestrates the whole adaptation pipeline — requirements intake, gameable deconstruction, concept selection, world and visual design, target-runtime build, and evidence-based QA — for a novel in any language. Use for novel to game, story to game, book to game, adapt this novel into a game, turn this book into a playable prototype, make an interactive story or text adventure from this novel. NovelToGame 总入口。把任意语言的原始小说、拆文库或 oh-story 写作工程转成有原著依据、可在目标平台完整游玩的游戏,编排游戏化拆解、概念选择、游戏与视觉设计、目标运行环境构建和证据化质量验证。用于小说转游戏、把这本书做成游戏、把小说改成互动小说 / 互动叙事 / 文字冒险游戏等需求。
Deconstruct a novel for game adaptation. Compress a raw novel, deconstruction library, or writing project into a SOURCE_BIBLE with cited textual evidence, extracting world rules, player verbs, spaces, character will, systems, and visual anchors — without inventing a genre yet. Use for gameable book analysis, analyze a novel for game adaptation, extract game systems from a book. 游戏化拆书。把原始小说、拆文库或写作工程压缩成有必要原文证据的 SOURCE_BIBLE,提取世界规则、玩家动词、空间、角色意志、系统和视觉锚点,不提前发明游戏类型。用于游戏化拆书、分析小说的游戏改编基础等需求。
Design A/B and multivariate tests. Use when: sample size calculation, testing hypothesis, CRO experimentation.
Generate platform-specific ad copy. Use when: Google RSA, Meta, LinkedIn, TikTok ad variations with quality scoring.
Add MCP server integrations. Use when: connecting a custom tool, API, or service to the plugin via .mcp.json.
Audit AI search visibility. Use when: checking brand presence in ChatGPT, Perplexity, AI Overviews, Gemini.
Optimize AI engine visibility. Use when: AEO/GEO strategy, citation optimization, entity consistency across AI platforms.
Portfolio-level agency dashboard aggregating health metrics across all client brands — campaign status, budget pacing, KPI attainment, team utilization. Use when reviewing cross-brand portfolio health, preparing for agency leadership standups, or getting a single-view snapshot of all client accounts.
Analyze marketing performance. Use when: KPI frameworks, attribution modeling, anomaly investigation, measurement strategy.
Detect marketing anomalies. Use when: traffic drops, cost spikes, conversion changes, deliverability issues, budget overruns.
Set up attribution models. Use when: multi-touch attribution, credit distribution rules, GA4 config, channel contribution.
Run multi-touch attribution analysis. Use when: first/last-touch, linear, time-decay, position-based revenue allocation.
Research target audiences. Use when: buyer personas, segmentation, Jobs-to-Be-Done, psychographic profiling, audience deep-dive.
Build detailed buyer personas. Use when: demographics, psychographics, behaviors, JTBD, content preferences.
Check campaign autopilot status. Use when: health scores, auto-corrections, guardrail review, campaigns needing attention.
Find referring domains that link to your competitors but not to you, ranked by an opinionated outreach-priority score with DR / link-overlap / traffic / topical relevance. Use when: planning link-building campaigns, qualifying digital-PR prospects, or running quarterly backlink-gap audits.
Set up or update a brand profile. Use when: new brand onboarding, client setup, brand switching, context update.
Optimize budget allocation. Use when: channel spend reallocation, data-driven budget planning, ROI-based justification.
Track budget pacing in real time. Use when: cross-platform spend tracking, overspend alerts, reallocation recommendations.
Embed C2PA (Content Authenticity Initiative) provenance manifests in AI-generated marketing assets (image/video/audio/PDF). Use when: preparing AI-generated ad creative, social images, or video for EU markets to comply with EU AI Act Article 50 (applicable 2 Aug 2026); embedding visible AI-generation disclosure in assets; meeting brand-trust transparency requirements.
Audit a brand's existing live campaigns across every active channel — paid, organic, email, social, content, SEO. Produce a current-state inventory, quick-wins backlog, and red-flags list. Use during agency onboarding or before any /campaign-plan refresh.
Orchestrate full campaign lifecycle. Use when: planning, launching, managing, UTM setup, media plan, post-mortem.
Build multi-channel campaign plans. Use when: objectives, audience targeting, channel mix, budget, timeline, KPIs.
Check active campaign status. Use when: cross-platform execution history, performance metrics, pending approvals.
Create case studies and success stories. Use when: client results showcase, portfolio piece, testimonial-based proof points.
Run the unified pre-publish quality gate on marketing content — hallucination detection, claim verification, brand voice scoring, structure validation. Use before publishing any marketing copy.
Assess customer churn risk. Use when: churn scoring, at-risk segment identification, intervention playbook generation.
Plan client onboarding. Use when: kickoff agenda, discovery questionnaire, account setup checklist, 30-60-90 day plan.
Draft agency proposals. Use when: pitch deck, scope of work, SLA, capabilities presentation for prospects or clients.
Generate client-facing reports. Use when: white-labeled performance report with KPIs, trends, strategic recommendations.
Produce the Part 5 Client Validation Document — the one true stop where unbiased v1 findings meet the client. Each finding gets ACCEPT/REJECT/EDIT/DEFER decision.
Analyze customer cohorts. Use when: acquisition cohorts, retention curves, LTV by cohort, behavioral segmentation.
Configure competitor alerts. Use when: tracking content changes, pricing shifts, ad launches, SERP changes, social spikes.
Run competitive analysis. Use when: content, SEO, paid ads, social, AI visibility, pricing, positioning comparison.
Set up ongoing competitor monitoring. Use when: defining tracked competitors, scan frequency, change detection alerts.
Create competitor comparison pages. Use when: \"X vs Y\" layouts, alternatives pages, feature matrices, roundup pages.
Set up an MCP connector. Use when: connecting Google Ads, Salesforce, Mailchimp, or any service to the plugin.
Create detailed content briefs. Use when: keyword targets, outline, structure, voice guidelines, SEO requirements.
Plan content calendars. Use when: monthly or quarterly scheduling, platform assignments, content pillars, repurposing.
Scan content library for decay signals: declining traffic, falling rankings, outdated stats, dropped AI citations. Prioritizes refresh opportunities by business impact. Use when identifying content that needs refreshing, recovering lost traffic, or auditing for stale and underperforming content.
Create or optimize marketing content. Use when: blog posts, ad copy, emails, social posts, landing pages, voice guidelines.
Repurpose content across channels. Use when: blog-to-social, webinar-to-article, pillar derivatives, format adaptation.
Load brand context for marketing tasks. Use when: setting up brands, switching context, or needing industry benchmarks.
Run Part 12 — the continuous improvement loop. Aggregates market + operating signals into product/offering recommendations. Runs alongside live operations, not as a one-time activity.
Build counter-narrative playbooks. Use when: competitor rebrand, new category claim, aggressive campaign, price change response.
One-shot setup that wires Digital Marketing Pro for team usage in Anthropic Cowork. Verifies the Cowork sandbox, checks for a Google Drive integration, creates the canonical Drive folder layout, and confirms team-ready brand-state routing. Use this the first time a Cowork user installs DMP OR when brand profiles aren't persisting across sessions.
Assess ad creative fatigue. Use when: ads underperform, need refresh timing, or creative lifecycle review.
Design structured ad creative tests with A/B test plans, multivariate creative strategies, sample size calculations, and iteration cadences. Use when planning creative testing for ads, optimizing creative performance, or building a testing playbook across advertising platforms.
Switch brand credentials. Use when: activating the correct API keys for MCP servers in multi-client workflows.
Manage PR crises. Use when: reputational threat emerges, need stakeholder messaging, or communication timeline.
Sync data to CRM platforms. Use when: pushing contacts, deals, or campaigns to Salesforce, HubSpot, Zoho, or Pipedrive.
Optimize conversion rates. Use when: auditing landing pages, testing forms, or improving checkout flow.
Map invisible buyer journeys. Use when: tracking unattributed discovery, Reddit, AI chatbots, or word-of-mouth.
Export marketing data. Use when: sending data to BigQuery, Google Sheets, or Supabase for analysis or reporting.
Import data from external sources. Use when: loading CRM contacts, email lists, or campaign data from CSV, JSON, or Sheets.
Plan digital PR campaigns. Use when: pitching journalists, journalist-request responses, thought leadership, or E-E-A-T building.
Design email sequences. Use when: building subject lines, body copy, timing, segmentation logic, and deliverability plans.
Answers built from the skills we actually parsed.