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Share memories and state with other users. Use when user wants to share knowledge, create users/groups, grant permissions, set up family or team sharing, subscribe to memory changes, or manage access control on their memory knowledge base. This shared memory skill uses Ensue - a

Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes. Use when reviewing API designs, configuration schemas, cryptographic library ergonomics, or evaluating whether code follows 'secure by default' and 'pit of success'

Security-first command execution for AI agents. Classifies commands by risk level (SAFE→CRITICAL), enforces transparency, prevents dangerous operations. Includes enforcement scripts and agent integration patterns.

Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

Local text-to-speech via sherpa-onnx (offline, no cloud)

Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.

This skill should be used when the user asks to \

Manage Shopify stores - products, orders, customers, and inventory via Admin API.

Shopify app development - Remix, Admin API, checkout extensions

Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.\nTRIGGER: \

Provides patterns for building Livewire components in Laravel Shopper with Filament Forms, Tables, and Actions. Use when creating Pages, SlideOvers, or reusable components.

Find and compare products online (Google Shopping) and locally (stores near you). Auto-selects best products based on price, ratings, availability, and preferences. Generates shopping list with buy links and store locations. Use when asked to shop for products, find best deals,

Track product prices and surface official coupons or discounts without purchasing or account access. Use when a user wants price alerts, deal summaries, or coupon lists for specific items or retailers.

Generate siem rule generator operations. Auto-activating skill for Security Advanced.\nTriggers on: siem rule generator, siem rule generator\nPart of the Security Advanced skill category. Use when working with siem rule generator functionality. Trigger with phrases like \

Problem-solving strategies for sigma algebras in measure theory

Interact with Signet onchain advertising on Hunt Town. Use when the user wants to check spotlight ad prices, list current ads/signatures, or post a URL to the Signet spotlight. Supports x402 payment protocol for programmatic ad placement by AI agents.

When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \

图片识别与分析工具。使用视觉大模型识别图片内容，输出详细客观的识别结果供主模型分析。当用户发图片时，主模型必须直接调用此 skill，然后基于识别结果进行分析和回答。支持 SiliconFlow（默认）、OpenAI、Anthropic 等多服务商。

MCP server for SilverBullet note-taking app - read, write, search, and manage markdown pages

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

Basic MCP skill demonstrating CLI-based execution pattern for fetching URL content

Formats text according to specified style guidelines. A clean example skill with no security issues.

Create a simple PR from staged changes with an auto-generated commit message

Use the SimpleAIBLE MCP server to scan, connect, and interact with Bluetooth devices. This skill provides guidance on the recommended flow (scan -u003e connect -u003e services -u003e read/notify) and handles platform-specific differences like UUIDs on macOS vs MAC addresses on

Store and retrieve conversation memories across sessions. Use when asked to 'remember this', 'save conversation', 'add to memory', 'what did we discuss about...', 'query memories', or 'import chat history'. Also use proactively to preserve important dialogue context and

Find one insight that eliminates multiple components - \

Manually trigger the cdd-code-simplifier agent to review and simplify code

Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.

Use this skill when calculating control system performance metrics such as rise time, overshoot percentage, steady-state error, or settling time for evaluating simulation results.

Guide Claude through SCSA, MetaTiME, CellVote, CellMatch, GPTAnno, and weighted KNN transfer workflows for annotating single-cell modalities.

Run omicverse's CellPhoneDB v5 wrapper on annotated single-cell data to infer ligand-receptor networks and produce CellChat-style visualisations.

Guide Claude through omicverse's single-cell clustering workflow, covering preprocessing, QC, multimethod clustering, topic modeling, cNMF, and cross-batch integration as demonstrated in t_cluster.ipynb and t_single_batch.ipynb.

Checklist-style reference for OmicVerse downstream tutorials covering AUCell scoring, metacell DEG, and related exports.

Quick-reference sheet for OmicVerse tutorials spanning MOFA, GLUE pairing, SIMBA integration, TOSICA transfer, and StaVIA cartography.

Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run PCA/embedding pipelines on CPU, CPU–GPU mixed, or GPU stacks.

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy

Pattern for functions that accept either a single item or an array. Use when creating CRUD operations, batch processing APIs, or factory functions that should flexibly handle one or many inputs.

Guide to reproducing OmicVerse trajectory workflows spanning PAGA, Palantir, VIA, velocity coupling, and fate scoring notebooks.

Map scRNA-seq atlases onto spatial transcriptomics slides using omicverse's Single2Spatial workflow for deep-forest training, spot-level assessment, and marker visualisation.

Sink short link API operations via OpenAPI. Use when managing short links: creating, querying, updating, deleting, listing, importing, or exporting links. Also covers AI-powered slug generation and link analytics.\nTriggers: \

Technical SEO - robots.txt, sitemap, meta tags, Core Web Vitals

Use this skill when working with Skeleton UI components in Svelte projects. It provides guidelines for Skeleton's component composition pattern, theme-aware color system, design presets, and layout patterns. Trigger when building UI components, styling elements, creating

Manage local skills - list, add, remove, search, edit, setup wizard

Analyzes existing plugins to extract their capabilities, then adapts and applies those skills to the current task. Acts as a universal skill chameleon that learns from other plugins. Activates when you request \

Create command aliases for skills with arguments

On-chain skill provenance registry. Check, register, audit, and vouch for agent skills on Solana. Use when evaluating skill safety, registering new skills, or looking up provenance before installation.

Security scanner for Moltbot skills. Audits skills for security vulnerabilities, prompt injection, data exfiltration, obfuscation, and other threats before installation. Use when installing a new skill, asked to scan/audit a skill, or asked to check a skill's safety. Triggers

Guide for creating effective SKILL.md files that extend agent capabilities. Use when creating new skills, updating existing ones, or teaching the agent specialized workflows.