'Extract CLI command structure from commander/yargs for AI agent skill generation Use when working with agent-skills, cli, commander, documentation, skill-generation, yargs.'

Use when helping users configure LoRA training — select presets, understand parameters, and pick the right settings for their model type. Covers SD1.5, SDXL, SD3, and Flux1 with real-world presets.

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Query Google Trends data via SerpApi for search trend analysis, keyword discovery, topic comparison, and geographic interest patterns. Use when users need trending keyword data, want to compare search terms, or need Google Trends insights for content planning.

ALWAYS LOADED. Intelligent skill search router. When no installed skill matches the user's request, or when the user explicitly asks to find/search for a skill, run: skrt query '<user request>'. Read the top result's SKILL.md and follow its instructions. 智能技能路由器，当找不到匹配技能时自动搜索。触发词: find skill, search skill, 查找技能, 搜索技能, skillmux, skrt.

bailii-case-law

company-check

cultural-intelligence

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Protect email pipelines from injection attacks, phishing, content manipulation, and AI agent exploitation. Use when building inbound email processing, sanitizing email content, detecting phishing or BEC, securing AI agents that read email, or hardening email infrastructure against spoofing and data exfiltration.

Receive, parse, and process incoming email via provider webhooks. Use when setting up inbound email handling, parsing MIME messages, extracting content from replies, detecting threads, filtering spam on inbound, or routing incoming messages.

Build dashboards, alerts, and monitoring systems for email sending operations. Use when setting up deliverability monitoring, configuring alert thresholds, checking blocklists, building email metrics dashboards, or responding to deliverability incidents.

An opinionated product development pipeline. Each stage is a guided divergent/convergent exercise. Context accumulates across stages through file artifacts. Bad ideas get killed early. Good ideas ship

Parse Cisco switch terminal log files (.log) into structured JSON. Covers IOS, IOS-XE, and NX-OS platforms. Use when asked to parse switch logs, extract network device info, build topology from CDP, or structure Cisco CLI output.

Interactive conversation to understand the mathematical background and context of a problem. Use when user has a vague idea, intuition, or half-formed thought and needs to articulate it precisely.

IMO-style verification-and-refinement loop. Iteratively verifies a proof via the external LLM, extracts structured bug reports, applies fixes, and requires 5 consecutive passes for acceptance.

Scans a whole project (JS/TS, Python, shell, Ruby/Go/PHP, Dockerfiles, YAML, package.json, and JS/TS tooling configs) for supply-chain and infostealer patterns — obfuscated JavaScript, `eval(atob())` / `new Function()` loaders, `createRequire` ESM escapes, browser & SSH & cloud credential theft (Chrome Safe Storage, Login Data, AWS keys, GitHub tokens, crypto wallets, PEM blocks), reverse shells and `curl | sh` droppers, persistence via `.bashrc` / `authorized_keys` / crontab / LaunchAgents, network exfiltration channels (Telegram bots, Discord/Slack webhooks, ngrok/transfer.sh), crypto miners, and suspicious `package.json` install hooks. Use when the user mentions suspicious config changes, unexplained build hangs, keychain/password prompts during `npm run dev` / `npm run build`, recent commits from unknown contributors, incident response, supply-chain attack, malware, infostealer, or when auditing a repo after a `git pull`.

Integrated analysis of expression, mutation, copy number, and methylation data from TCGA and GEO for solid tumor characterization.

Navigate French notarial acts — fee calculation (emoluments), succession, donation, SCI creation, property transfer, and regulated fee schedules.

Create data-rich, interactive HTML presentations with charts, architecture diagrams, code highlighting, and professional styling. Use when the user wants to build a presentation with data visualization, technical diagrams, metrics dashboards, or code examples. Supports Chart.js, ECharts, D3, CSS/HTML diagrams, inline SVG, Prism.js code highlighting, and 6 curated style presets.

Write clear, developer-first copy for Zed — leading with facts, grounded in craft.

Bypass Cloudflare and anti-bot protections using headless Chrome. When a URL is blocked, don't retry with HTTP clients — launch a real browser.

Use this skill when working with Firecrawl. Triggers when user mentions Firecrawl or imports from it.

Use this skill when working with Python installation. Triggers when user mentions Python installation or setup.

Manages Anki flashcards via AnkiConnect - adds flashcards from CSV files, searches existing flashcards, and updates card content. Use when working with Anki flashcards, CSV imports, spaced repetition, or when user mentions Anki, flashcards, or flashcard management.

Convert a single-file HTML slide deck into a pixel-perfect PPTX by rendering it in headless Chrome, taking a full-page screenshot, slicing it into per-slide images with Pillow, and packing them into a PowerPoint file. Use when the user has an HTML presentation and wants a .pptx export.

looker-studio

This skill is for *using* a Looker Studio dashboard through the CLI — extracting values, understanding its pages and filters, exporting data, and exploring how numbers change under different filter co

The goal is to catch drift between what the dashboard displays and what the source workbook actually contains, both in the default view and under each filter.

Build and query AI-powered knowledge bases from claude-mem observations.

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.

Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.

Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the pattern before committing to the protect-mcp runtime hooks. Covers Cedar policy, Ed25519 receipts, offline verification, tamper detection, CI/CD integration, and SLSA composition.

Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing theme switching, building component libraries, or establishing design system foundations.

Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating delightful user experiences.

Add Atomic Chat MCP server so the container agent can call local models served by the Atomic Chat desktop app via its OpenAI-compatible API.

Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.

Install the claw CLI tool — run NanoClaw agent containers from the command line without opening a chat app.

Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.

Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.

Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML). Visualize with ETE3 or FigTree. For evolutionary analysis, microbial genomics, viral phylodynamics, protein family analysis, and molecular clock studies.