CatalogPublic skills, independently analyzed

Skills worth trusting.

Agent skills from Anthropic, OpenAI, skills.sh, ClawHub, SkillsMP and other reputable sources. Savant assesses them for security risks and evaluates model-generated test cases using independent scoring. Workspaces import any skill into their own repositories through a reviewed pull request. Every listing on each hub is enumerated; packages are fetched, scanned and evaluated most-popular first as daily capacity allows.

26,383skills enumerated
11,735fetched
2167safety-scanned
174evaluated live
16validated
5501flagged for review
Pending analysis

write-guide

Write or change a skill, reference doc or golden path in this repo so it agrees with the concept graph and is linked to it. Use when adding or editing any SKILL.md, reference/*.md or golden path, and after adding or changing a concept so the docs that cover it are updated too. Pairs with the add-concept skill, which covers the concept files themselves.

skills.shrunpod797 installs
Pending analysis

pgmicro-postgres-sqlite

Use pgmicro — an in-process PostgreSQL reimplementation backed by SQLite-compatible storage, embeddable as a library or CLI

skills.shreason-machines797 installs
Pending analysis

presentation-design

Visual design guidance for bold, minimal presentations. Provides layout patterns, typography hierarchy, color specifications, and slide composition rules. Use when asking "how should this slide look?", "design guidance for...", "what layout for this slide?", or when translating content into visual structure for a presentation.

skills.shaaronvanston797 installs
Pending analysis

tribev2-brain-encoding

Use TRIBE v2, Meta's multimodal foundation model for predicting fMRI brain responses to video, audio, and text stimuli

skills.shreason-machines796 installs
Pending analysis

xlsx

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

skills.shmodelscope.cn796 installs
Pending analysis

dashscope

DashScope (Alibaba Cloud Bailian / 阿里云百炼) integration — image generation (qwen-image-2.0-pro), text-to-speech (qwen3-tts-flash), and ASR with word-level timestamps (qwen3-asr-flash-filetrans). Use when generating images via Qwen-Image, narrating via Qwen-TTS, or transcribing with word-level timestamps via Qwen-ASR.

skills.shcalesthio796 installs
Pending analysis

framer-motion-scroll

Official Framer Motion skill for scroll-linked animations — useScroll, useTransform, scroll-triggered animations, parallax. Use when building scroll-driven animations, parallax effects, progress indicators, or when asking about Framer Motion scroll, useScroll, or scroll-linked animations.

skills.shc-jeril796 installs
Pending analysis

post-market-debrief

用于盘后复盘,聚焦日常复盘 / 市场研究 / 交易总结。本skill主要用户问题回答、撰写报告、撰写金融类文章等场景。本报告输出内容较多,不适合简单对话场景。各类信息与数据的获取,可以使用wind.financial.data工具,以合理的关键字或关键字组合进行获取。收盘后需要快速复盘全天市场,搞清楚发生了什么、哪些信号值得重视、明天该怎么接。

skills.shwind-alice796 installs
Pending analysis

clerk-auth

Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync

skills.shsickn33796 installs
Pending analysis

product-design

Specifies interaction choices, action scope, reversibility, recovery, and reachable states. Use when asked to "design the flow", "should delete be undoable", "choose the control", or "review this product decision".

skills.shmblode795 installs
Pending analysis

ionic

Ionic development guidelines for building cross-platform mobile applications with Angular, Cordova, and Firebase integration.

skills.shmindrally794 installs
Pending analysis

geometry-and-math

Use this skill when using Phaser 4 math and geometry utilities. Covers vectors, rectangles, circles, triangles, polygons, random number generation, angles, distance, interpolation, and snapping. Triggers on: Vector2, Rectangle, Circle, math, distance, angle, random, lerp.

skills.shphaserjs794 installs
Pending analysis

neo4j-graphql-skill

Build and configure a GraphQL API backed by Neo4j using @neo4j/graphql v7 (current) or v5 (LTS). Covers Neo4jGraphQL constructor, getSchema(), assertIndexesAndConstraints(), type definitions with @node, @relationship (IN/OUT/UNDIRECTED), @cypher for custom resolvers, @authorization/@authentication for JWT/JWKS security, auto-generated queries/mutations, OGM programmatic access, subscriptions via CDC, and Apollo Federation. Use when writing typeDefs, securing fields, or wiring Neo4j to Apollo Server. Does NOT handle raw Cypher outside resolvers — use neo4j-cypher-skill. Does NOT cover Spring Data Neo4j entity mapping — use neo4j-spring-data-skill.

skills.shneo4j-contrib794 installs
Pending analysis

tanstack-router

Build type-safe, file-based React routing with TanStack Router. Supports client-side navigation, route loaders, and TanStack Query integration. Prevents 20 documented errors including validation structure loss, param parsing bugs, and SSR streaming crashes. Use when implementing file-based routing patterns, building SPAs with TypeScript routing, or troubleshooting devtools dependency errors, type safety issues, Vite bundling problems, or Docker deployment issues.

skills.shjezweb793 installs
Pending analysis

gke-ai-troubleshooting-node-unresponsive-timeout

Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown ("Kubelet stopped posting node status") due to host kernel panics, hardware lockups, or disabled node auto-repair. Use when nodes stop heartbeating beyond the node auto-repair threshold and pods remain stuck in Terminating. Don't use for healthy nodes, pod-only application crashes, or routine GKE upgrades.

skills.shgoogle793 installs
Pending analysis

ai-wrapper-product

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI.

skills.shsickn33793 installs
Pending analysis

cli-anything-notebooklm

Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.

skills.shhkuds792 installs
Pending analysis

thermo-nuclear-code-quality-review

Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code quality review, thermonuclear review, deep code quality audit, or especially harsh maintainability review.

skills.shmichael-denyer792 installs
Pending analysis

general-best-practices

General software development best practices covering code quality, testing, security, performance, and maintainability across technology stacks

skills.shmindrally791 installs
Pending analysis

codex-cli-runtime

Internal helper contract for calling the codex-companion runtime from Claude Code

skills.shopenai791 installs
Pending analysis

feishu-cli-search

搜索飞书云文档、消息和应用。当用户请求"搜索文档"、"搜索消息"、"搜索应用"、"找文档"、 "search docs"、"查找飞书文档"、"有没有关于 xxx 的飞书文档"时使用。 也适用于:用户想查找某个主题的飞书文档或 Wiki、按关键词检索消息记录、查找内部应用。 搜索 API 必须使用 User Access Token,本技能包含完整的认证前置检查流程。

skills.shriba2534790 installs
Pending analysis

word-document

Word (.docx) manipulation via MCP server. Use for reading, creating, editing, formatting Word documents including tables, footnotes, comments, images, headers, styles, and PDF conversion.

skills.shpracticalswan790 installs
Pending analysis

mcloud-local

Execute mcloud local build to reproduce a Cloud build on the local machine. Use when debugging a build-failed deployment without pushing to the tracked branch, iterating on a build fix, or testing build-variable changes locally. Requires Docker and must run inside the project's Git repo.

skills.shmedusajs790 installs
Pending analysis

ara-rigor-reviewer

Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument coherence, exploration integrity, methodological rigor) and producing a constructive, severity-ranked report with a Strong Accept-to-Reject recommendation. Use after Level 1 structural validation passes, when an ARA needs an objective epistemic critique before publication or release.

skills.shorchestra-research788 installs
Pending analysis

dbos-python

DBOS Python SDK (3.x) for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, datasource transactions, or schedules, using DBOSClient from external applications, upgrading DBOS Python 2.x code to 3.x, or building applications that need to be resilient to failures.

skills.shdbos-inc788 installs
Pending analysis

ae-generate-tracking-plan

Interactive generation of an AE tracking plan and upload. Trigger words: 埋点方案、埋点模板、tracking plan、AE 方案生成、create tracking plan、トラッキングプラン、트래킹 플랜. Follows anchor → draft → refine → token → upload five-phase workflow. Deliverable is a real tracking plan created in the AE platform.

skills.shthinkingaiagenticengine788 installs
Pending analysis

ae-generate-tracking-code

Interactive generation of AE tracking code, LogBus2 configuration, and debug scripts from a tracking plan. Trigger words: 代码埋点、埋点代码、tracking code、埋点落地、logbus 配置、AE 上报代码、generate tracking code、insert tracking、トラッキングコード、트래킹 코드. Supports independent output mode selection per platform (insert/snippet). Server-side defaults to LoggerConsumer + LogBus2 architecture.

skills.shthinkingaiagenticengine787 installs
Pending analysis

backtest-expert

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.

skills.shwind-alice787 installs
Pending analysis

frontend-security-coder

Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.

skills.shsickn33787 installs
Pending analysis

game-object-components

Use this skill when working with Phaser 4 game object components and the mixin system. Covers Transform, Alpha, Tint, Origin, Depth, Flip, Mask, GetBounds, Lighting, and other shared component behaviors. Triggers on: component, mixin, transform, mask, bounds, lighting.

skills.shphaserjs787 installs
Pending analysis

domain-selection

When the user wants to choose an SEO-friendly domain for a new site—brand vs keyword domain, TLD selection, or domain best practices. Also use when the user mentions "domain choice," "pick domain," "SEO-friendly domain," "brand domain," "EMD," "PMD," "exact match domain," "partial match domain," "TLD," ".ai domain," ".com vs .io," "domain length," "domain history," or "defensive domain registration." For migration, use rebranding-strategy.

skills.shkostja94787 installs
Pending analysis

cx-incident-management

Use this skill when the user asks to "investigate incident", "triage this alert", "what's firing", "who got paged", "incident response", "check incident status", "SLO breaching", "error budget burned", "check service level", "SLI status", "who was notified", "check notification delivery", "verify alert routing", "MTTR", "incident severity", "error budget", "burn rate", "acknowledge incident", "resolve incident", "production incident", "what alerts are active", "incident timeline", "on-call triage", or wants to triage, manage, or respond to incidents using alerts, SLOs, and notifications.

skills.shcoralogix787 installs
Pending analysis

user-story-writing

Write effective user stories that capture requirements from the user's perspective. Create clear stories with detailed acceptance criteria to guide development and define done.

skills.shaj-geddes787 installs
Pending analysis

build-nitro-modules

Builds and designs React Native Nitro Modules with Nitrogen, HybridObject TypeScript specs, Nitro View components, generated native implementations, zero-copy and native-state APIs, Swift/Kotlin/C++ bindings, example apps, and testing. Use when creating a Nitro Module, adding or reviewing HybridObjects, building a Nitro View (HybridView) component, designing Nitro-specific public APIs, implementing native functionality, or setting up the nitrogen codegen pipeline. Pair with api-design for general library API shape.

skills.shmargelo785 installs
Pending analysis

mapbox-flutter-patterns

Official integration patterns for the Mapbox Maps Flutter SDK. Covers installation, iOS/Android platform setup, access token configuration, MapWidget initialization, camera control, annotations with tap handling, user location, and loading GeoJSON. Based on official Mapbox documentation.

skills.shmapbox785 installs
Pending analysis

nanobanana-ppt-skills

AI-powered PPT generation with document analysis and styled images

skills.shsickn33785 installs
Pending analysis

agent-wallet-policy

View spending policy on a Circle agent wallet — per-transaction, daily, weekly, and monthly USDC caps via the `circle` CLI. Use when the user wants to inspect current limits. Setting or resetting limits requires OTP confirmation in an interactive terminal session — the agent hands the user a verbatim command to run themselves; the OTP must never pass through agent storage. Mainnet-only — testnet chains are rejected. Triggers on: spending limit, spending policy, per-tx cap, daily cap, weekly cap, monthly cap, wallet rules, OTP confirmation.

skills.shcirclefin784 installs
Pending analysis

hig

Fact lookup: Apple Human Interface Guidelines corpus (greppable markdown). Query on demand for accessibility and ergonomic minimums (hit-target sizes, Dynamic Type), platform terminology, system component capabilities, and App-Review-relevant conventions. Not design direction.

skills.shprisma-labs-dev784 installs
Pending analysis

flowstudio-power-automate-monitoring

Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app inventory, inactive owners, and compliance/health reports. Use only for aggregated tenant views. For one environment, one flow, run control, or root-cause debugging, use flowstudio-power-automate-mcp, flowstudio-power-automate-debug, or the server monitor-flow bundle. Requires FlowStudio for Teams or MCP Pro+.

skills.shgithub784 installs
Pending analysis

domain-architecture

When the user wants to decide domain structure for multiple products or brands—subfolder vs subdomain vs independent domain. Also use when the user mentions "subfolder vs subdomain," "subdirectory vs subdomain," "multiple products domain," "multiple websites," "brand architecture," "branded house," "house of brands," "where to host product," "domain structure," or "hub-spoke domain." For brand SERP, use multi-domain-brand-seo.

skills.shkostja94783 installs
Pending analysis

neo4j-aura-graph-analytics-skill

Serverless Aura Graph Analytics (AGA) GDS Sessions — covers GdsSessions, AuraGraphDataScience, AuraAPICredentials, DbmsConnectionInfo, SessionMemory, get_or_create, remote graph projection with gds.graph.project.cypher and gds.graph.project.remote, gds.graph.project.native, gds.graph.construct, graphdatascience client 2.0 session endpoints, async compute and gds.jobs, AuraDB Cypher API memory/sessionId projection, algorithms, write-back, and session lifecycle. Use for AuraDB-connected, self-managed Neo4j, or standalone DataFrame/Spark session workloads. Does NOT cover the embedded GDS plugin on Aura Pro or self-managed Neo4j — use neo4j-gds-skill. Does NOT handle Cypher authoring — use neo4j-cypher-skill. Does NOT cover Snowflake Graph Analytics — use neo4j-snowflake-graph-analytics-skill.

skills.shneo4j-contrib783 installs
Pending analysis

animation-quality-gate

Validate Blender animation attempts before accepting them by rendering contact sheets, checking silhouette stability, flicker, framing, subject dominance, layer separation, export compatibility, and motion-design coherence. Use after animation renders or when the user says motion/morph/outside elements look bad.

skills.shroble3783 installs
Pending analysis

accelerate-python-resolvers

Make Chalk Python resolvers statically accelerable. Use when the user asks to accelerate resolvers, fix static-acceleration diagnostics, check why a resolver "can't be accelerated", or speed up Python feature pipelines in a Chalk project (a repo with chalk.yaml/chalk.yml).

skills.shchalk-ai783 installs
Pending analysis

ss-build

Build a screen with StyleSeed's composed method, then run the code and pixel gates before presenting. Use when building or rebuilding a screen; sets up the project first if needed.

skills.shbitjaru783 installs
Pending analysis

ratchet

Record Brownian Ratchet gates.

skills.shboshu2783 installs
Pending analysis

benchmark-vllm-model

Benchmark throughput and cost-per-token of a model served on vLLM in Chalk's container infrastructure. Use when someone asks for $/token, $/request, tokens/sec, "how much would it cost to self-host this model", GPU sizing for an LLM, or wants to compare a self-hosted model's economics against a hosted API.

skills.shchalk-ai782 installs
Pending analysis

motion

Build React animations with Motion (Framer Motion) - gestures (drag, hover, tap), scroll effects, spring physics, layout animations, SVG. Bundle: 2.3 KB (mini) to 34 KB (full). Use when: drag-and-drop, scroll animations, modals, carousels, parallax. Troubleshoot: AnimatePresence exit, list performance, Tailwind conflicts, Next.js "use client".

skills.shjezweb782 installs
Pending analysis

ui-ux-design-pro

Senior-level UI/UX design expert for building data-driven, premium production interfaces. Use when you need to: 1. Design complex applications (dashboards, SaaS, AI tools) from scratch 2. Generate comprehensive design systems (tokens, palettes, typography) 3. Audit existing UI for quality, accessibility, and "craft" 4. Search for proven real-world design patterns and implementation details Trigger: "design a...", "audit this...", "create a design system", "find icons", "fintech dashboard", "landing page"

skills.shsaifyxpro782 installs