Cross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.

Generate or update AGENTS.md/CLAUDE.md files for AI coding agents through auto-scanning project files combined with interactive Q&A. Supports multiple tech stacks, development environments, and preserves customizations when updating.

Create interactive data visualizations using Vega-Lite declarative JSON grammar. Supports 20+ chart types (bar, line, scatter, histogram, boxplot, grouped/stacked variations, etc.) via templates and programmatic builders. Use when users upload data for charting, request specific chart types, or mention visualizations. Produces portable JSON specs with inline data islands that work in Claude artifacts and can be adapted for production.

Manage reMarkable tablet documents - upload PDFs/EPUBs, download with annotations, backup notebooks, and list/search documents. Use when the user mentions reMarkable, wants to send files to their tablet, download annotated PDFs, or backup their notebooks.

Use when creating executive-ready strategy consulting visualizations, board slides, competitive benchmarks, investment memos, market maps, timelines, waterfall charts, or data-backed slide specs for decision makers.

Generate Arduino/embedded C++ code snippets and patterns on demand for UNO/ESP32/RP2040. Use when users request Arduino code for sensors, actuators, communication protocols, state machines, non-blocking timers, data logging, or hardware abstraction. Generates production-ready code with proper memory management, timing patterns, and board-specific optimization. Supports DHT22, BME280, buttons, I2C/SPI, EEPROM, SD cards, WiFi, and common peripherals.

Expert guidance for developing, migrating, and maintaining Odoo modules (versions 14.0-19.0) following OCA conventions. Use when working with Odoo modules to create new modules from OCA template, migrate modules between versions using OpenUpgrade, extend core Odoo modules, ensure OCA compliance, and structure module files correctly. Includes OCA coding standards, module structure templates, OpenUpgrade migration patterns, and validation tools.

Use this skill when working with Terragrunt infrastructure configurations. Triggers include: - Setting up a new Terragrunt infrastructure catalog from scratch - Creating or managing Terragrunt stacks (terragrunt.stack.hcl) - Creating units that wrap OpenTofu modules from separate repos - Configuring live infrastructure repositories with root.hcl hierarchy - Setting up remote state backends (S3 with DynamoDB locking) - Multi-account/multi-environment deployments with cross-account role assumption

Look up official company data from European public registries across 11 countries/regions (CZ, SK, PL, DE, UK, NL, RO, HR, SE + EU-level + ESG). Covers company registration, ownership, financial filings, VAT status, ESG data. Use when the user asks to "look up a company", "check registry", "find company info", "look up IČO/KRS/LEI/CRN", "company due diligence", "check VAT status", "find ownership structure", or needs official data from European registries. Reads tracked companies from data/companies.json. Some lookups use Python scripts (stdlib), some fall back to Apify actors for scraping-based registries.

Analyze repository structure and generate or update standardized AGENTS.md files that serve as contributor guides for AI agents. Supports both single-repo and monorepo structures. Measures LOC to determine character limits and produces structured documents covering overview, folder structure, patterns, conventions, and working agreements. Update mode refreshes only the standard sections while preserving user-defined custom sections. Use when setting up a new repository, onboarding AI agents to an existing codebase, updating an existing AGENTS.md, or when the user mentions AGENTS.md.

End-to-end data-first research pipeline — find an underutilised public dataset, pick the publishable claim, target a journal, ship LaTeX manuscript + tagged GitHub release. Use for computational-bio / bioinformatics / clinical-genomics on TCGA, GEO, GDC, cBioPortal, or when user says "end-to-end paper" / "what's publishable here".

Connect WhatsApp to your product with Kapso: onboard customers with setup links, detect connections, receive events via webhooks, and send messages/templates/media. Also manage WhatsApp Flows (create/update/publish, data endpoints, encryption). Use when integrating WhatsApp end-to-end.

Monitoring and observability strategy, implementation, and troubleshooting. Use this skill whenever the user mentions monitoring, observability, metrics, logs, traces, alerting, SLOs, Prometheus, Grafana, Datadog, Loki, or OpenTelemetry. Triggers include designing metrics strategy (Four Golden Signals, RED/USE), setting up Prometheus/Grafana/Loki, creating alerts or dashboards, calculating SLOs and error budgets, instrumenting with OpenTelemetry, analyzing performance issues, choosing between monitoring tools, optimizing Datadog costs, migrating to open-source stack, and setting up distributed tracing.

Unified multi-provider web search and URL extraction skill with intelligent auto-routing across Serper, Brave, Tavily, Querit, Linkup, Exa, Firecrawl, Perplexity, You.com, SearXNG, and SerpBase.

Create hand-drawn Excalidraw diagrams, flows, explainers, wireframes, and page mockups. Default to monochrome sketch output; allow restrained color only for page mockups when the user explicitly wants webpage-like fidelity.

Detect and analyze trending market themes across sectors. Use when user asks about current market themes, trending sectors, sector rotation, thematic investing, what themes are hot or cold, or wants to identify bullish and bearish market narratives with lifecycle analysis.

Use when a builder needs the top-level router for the provisional standard Gear/Vara Sails skill pack across Codex, Claude, or OpenClaw. Covers standard Sails apps and ethexe-specific work via dedicated skills. Do not use for non-Sails programs or broad protocol research.

This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.

Unified Kaggle skill. Use when the user mentions kaggle, kaggle.com, Kaggle competitions, datasets, models, notebooks, GPUs, TPUs, hackathons, writeups, badges, or anything Kaggle-related. Handles account setup, competition reports, dataset/model downloads, notebook execution, competition submissions, hackathon writeup retrieval, badge collection, and general Kaggle questions.

Orchestrates zero-to-running-app in 8 stages — prerequisites → context → provision → model → load → explore → query → build. Each stage reads its own reference file. Supports HITL and fully autonomous operation. Use when starting a new Neo4j project from scratch, provisioning Aura, generating synthetic data, building a notebook or app, or running the full onboarding pipeline. Time budget ≤15 min autonomous, ≤90 min HITL. Does NOT cover Cypher query authoring — use neo4j-cypher-skill. Does NOT cover driver upgrades or Cypher migration — use neo4j-migration-skill. Does NOT cover CLI/admin tasks on an existing DB — use neo4j-cli-tools-skill.

Public-records OSINT investigation framework — SEC EDGAR filings, USAspending contracts, Senate lobbying, OFAC sanctions, ICIJ offshore leaks, NYC property records (ACRIS), OpenCorporates registries, CourtListener court records, Wayback Machine archives, Wikipedia + Wikidata, GDELT news monitoring. Entity resolution across sources, cross-link analysis, timing correlation, evidence chains. Python stdlib only.

This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig or pubtab workflow, wants a figure + companion table for a results section, wants an Excel sheet turned into publication-ready LaTeX, or wants an existing scientific figure/table reviewed and upgraded.

Operate YouTube Music via natural language. Search songs, artists, albums, playlists, lyrics, charts, recommendations, and control playback. Browse personal library, manage playlists, rate tracks, and inspect account info. Use this skill whenever the user asks about YouTube Music, wants to play music, manage playlists, search by song or artist name, inspect lyrics, or control playback.

Live affiliate program data from list.affitor.com. Search programs, compare commissions, check cookie days, find top performers. Use when researching affiliate programs, comparing options, or checking program details. Persistent daemon with cache — first call starts server (~2s), subsequent calls ~100ms.

Automate Adobe After Effects via ExtendScript. Use when the user asks to create, modify, or query anything in an After Effects project — layers, keyframes, expressions, effects, compositions, assets, rendering, batch operations. Generates and executes JSX ExtendScript via osascript on macOS.

Automates macOS apps via Apple Events using AppleScript (discovery), JXA (legacy), and PyXA (modern Python). Use when asked to "automate Mac apps", "write AppleScript", "JXA scripting", "osascript automation", or "PyXA Python automation". Foundation skill for all macOS app automation.

Creates, edits, and validates Mermaid diagrams including flowcharts, sequence diagrams, class diagrams, state diagrams, ERDs, Gantt charts, and more. Use when working with Mermaid syntax, creating diagrams from descriptions, visualizing architecture, documenting workflows, or when user mentions mermaid, flowchart, sequence diagram, UML, or visualization.

Detects natural language handoff requests and generates structured context summaries for seamless thread continuation. Use when user says "handoff", "new thread", "continue in fresh thread", or similar phrases.

Use when modernizing PHP code: PHP 8.1-8.5 features, PSR/PHP-FIG/PER-CS compliance, PHPStan/Rector/PHP-CS-Fixer/PHPat tooling, DTOs/enums/readonly/property hooks, type safety. Triggers: PHP modernization, type safety, PHPStan, Rector, PHP-CS-Fixer, enum, DTO, readonly, strict_types, property hooks, PHP 8.4, PHP 8.5.

Statistical modeling — linear/logistic/ordinal/Poisson regression, ANOVA, Kruskal-Wallis, chi-square, Mann-Whitney, Cox survival, spline fits (R `ns()`), odds ratios, Cohen's d, F-statistic, p-value computation. Specializes in clinical-trial AE analysis (SDTM DM/AE), severity ordinal regression, and per-feature stat workflows.

Typst paper assistant for existing .typ manuscripts in English or Chinese. Use for compile/export diagnosis, venue formatting, BibTeX/Hayagriva checks, grammar, logic, abstract/title, tables, pseudocode, related work, research-gap framing, adaptation, de-AI polish, translation, and submission readiness; use LaTeX skills for .tex.

Use when "query WRDS", "pull SEC filings", "access Compustat/CRSP/ExecuComp/Capital IQ", "Form 4 insider data", "ISS governance/compensation", "TAQ intraday/NBBO", "SDC M&A or new issues", "FISD bonds", "Form D/ADV", "FJC court data", or any WRDS PostgreSQL query or SAS ETL on the WRDS grid (qsub/qsas/SGE).

Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest documented inference or evaluation target, coordinates intake, setup, trusted execution, optional trusted training, optional repository analysis, and optional paper-gap resolution, enforces conservative patch rules, records evidence assumptions deviations and human decision points, and writes the standardized `repro_outputs/` bundle. Do not use for paper summary, generic environment setup, isolated repo scanning, standalone command execution, silent protocol changes, score chasing, or broad research assistance outside repository-grounded reproduction.

# Amethyst Builder Skill

# Flutter State Management Mastery

# Kami

Execute all plans in a phase with wave-based parallelization, running phase execution, or completing phase work. Triggers include "execute phase", "run phase", "execute plans", "run the phase", and "phase execution".

Breadboard circuit mockups via HTML5 Canvas. Use when creating circuit layouts, visualizing 6502/retro electronics components, drawing breadboard diagrams, or designing vintage computer schematics with discrete parts.

OpenClaw stock analysis skill for US/HK/CN markets. Combines QVeris data sources (THS, Caidazi, Alpha Vantage, Finnhub, X sentiment) for quote, fundamentals, technicals, news radar, morning/evening brief, and actionable investment insights.

Facilitate a brainstorming session using diverse creative techniques. Use when the user says 'help me brainstorm' or 'help me ideate'.

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy mailbox.

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy mailbox.

Comprehensive research specialist for market intelligence, company analysis, and competitive research. Use when you need in-depth research on companies, markets, tools, or business opportunities. Provides structured reports with source verification, multi-source analysis, and actionable insights. (project, gitignored)

FiveM development orchestrator for QBox, QBCore, and ESX frameworks. Dynamically fetches natives, framework APIs, and guides to assets. Supports Lua and NUI (JavaScript/TypeScript).

Initialize Shipshit.dev full-stack product workspaces through npx @shipshitdev/v0, then customize and verify the generated repo. Use for new product scaffolds or post-v0 workspace setup.

Create and manage Kibana Dashboards and visualizations. Use when you need to define dashboards and visualizations declaratively, version control them, or automate their deployment.

Drives a Story through full pipeline (tasks, validation, execution, quality). Use when executing a Story end-to-end from kanban board.

Decomposes scope into Epics, Stories, and RICE priorities. Use when user has project scope and wants full Agile breakdown.

Unified plugin management combining extension CRUD operations (create, validate, version, list) with project scaffolding

Deprecated compatibility shim for router behavior. skill-system-cli now owns the router runtime, while this skill remains as a compatibility/documentation surface during the transition.

Create data visualizations using Observable Plot's declarative grammar of graphics

CLI power tools for AI-assisted development. Use when (1) needing recommendations for CLI tools to install, (2) processing JSON/YAML data with jq/yq, (3) searching code with ripgrep or ast-grep, (4) documenting a CLI tool or multi-tool recipe you've discovered, (5) wanting to learn CLI patterns for data pipelines, or (6) setting up a new project and want CLI recommendations. Supports three modes - init (project scan), document (capture new recipes), and recommend (codebase analysis).

Compatibility entry skill for plan-first coding work in OpenClaw.

This skill should be used when the user asks to "remap keys", "set up a hyper key", "create Karabiner rules", "configure keyboard shortcuts", "create complex modifications", "set up dual-function keys", "configure app-specific shortcuts", or any Karabiner-Elements setup and troubleshooting on macOS.

Track cumulative return of stocks/indices with multi-ticker comparison, index Top N ranking, and visualization. All comparisons use S&P 500 as the fixed benchmark.

Set up automated GitHub issue triage and resolution using parallel Jules coding agents

Flash the FPGA on an HSB board connected to an NVIDIA devkit. Supports HSB Lattice boards (FPGA versions 2407, 2412, 2507, 2510) and Leopard Imaging VB1940 "all-in-one" cameras (FPGA versions 2507, 2510). Uses release-specific YAML manifests and board-type-specific program commands. Lattice and VB1940 commands must never be mixed.

Migrates Kotlin Multiplatform (KMP) projects to Android Gradle Plugin 9.0+. Handles plugin replacement (com.android.kotlin.multiplatform.library), module splitting, DSL migration, and the new default project structure. Use when upgrading AGP, when build fails due to KMP+AGP incompatibility, or when the user mentions AGP 9.0, android multiplatform plugin, KMP migration, or com.android.kotlin.multiplatform.library.

Reverse-engineer product specs.

ALWAYS use for ANY C# operation: renaming (files/classes/methods/properties/namespaces), finding references/usages ("where is X used"), finding definitions ("where is X defined"), understanding code structure (hierarchies/dependencies/relationships). Roslyn-powered semantic analysis ensures all references are updated correctly across the entire solution.

Initialize Rails coding conventions for a project by detecting dependencies and copying matching rules with examples to .claude/rules/hustler-rails/. Use when setting up Rails conventions for a new project or updating existing rules. Trigger with phrases like "initialize rails rules", "setup rails conventions", "init hustler-rails".

Manage Linear issues from the command line using the linear cli. This skill allows automating linear management.

This skill should be used when the user asks about "using requirements framework", "how to configure requirements", "add requirement checklist", "customize requirements", "requirements not working", "bypass requirements", "satisfy requirements", or needs help with the requirements framework CLI (req command). Also triggers on questions about requirement scopes, session management, or troubleshooting hooks.

Control Spotify on macOS. Use for playing music, controlling playback, and getting track information.

Track finance investment signal evolution and update logic based on new finance market information. Use when monitoring finance signals and determining if they are strengthened, weakened, or falsified.

Create production-quality Android applications following Google's official architecture guidance and NowInAndroid best practices. Use when building Android apps with Kotlin, Jetpack Compose, MVVM architecture, Hilt dependency injection, Room database, or multi-module projects. Triggers on requests to create Android projects, screens, ViewModels, repositories, feature modules, or when asked about Android architecture patterns.

Expert SRE investigator for incidents and debugging. Uses hypothesis-driven methodology and systematic triage. Can query Axiom observability when available. Use for incident response, root cause analysis, production debugging, or log investigation.

Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.

Guide for using Apple Container CLI to run Linux containers on Apple silicon Macs (macOS 26+). Use when managing OCI containers, building images, configuring networks/volumes, or working with container system services on macOS.

Help museum insect curators bulk upload specimen data to the Emu database. Maps any input format to Emu's template, matches localities to existing records, finds parent sites, creates bulk upload tables, and walks users through the upload process.

This skill should be used when the user asks to "create a feature branch", "start a new feature", "sync my branch", "sync with main", "update from main", "create a PR", "create a pull request", "ship a feature", "merge and clean up", "handle merge conflicts", "resolve conflicts in git-town", "create stacked branches", "work on dependent features", "configure git-town", "set up git-town", "use git-town offline", "manage git workflow", or mentions git-town commands (hack, sync, propose, ship, continue, undo, kill).

Create professional research posters in LaTeX. ON-REQUEST ONLY - do not use alongside thesis chapter requests unless explicitly asked for a poster.

Git branching strategy expertise with flow-aware automation. Auto-invokes when branching strategies (gitflow, github flow, trunk-based), branch creation, branch naming, merging workflows, release branches, hotfixes, environment branches, or worktrees are mentioned. Integrates with existing commit, issue, and PR workflows.

AI skill that teaches while coding through MCQs, TDD enforcement, and systematic debugging. Activate on any code request. NEVER skip the Vibe Check. ALWAYS use TDD. ALWAYS verify before claiming completion.

This skill should be used when the user asks to "reflect on patterns", "generate rules from sessions", "consolidate memory", "analyze session patterns", "learn procedures and workflows", "create procedural knowledge", or mentions memory consolidation, process learning, or long-term knowledge retention. Provides systematic extraction of procedures, processes, and workflows from conversational history with automatic rule generation.

Market prediction skill using Kronos. Use when user needs finance market time-series forecasting or news-aware finance market adjustments.

Selects a base model and fine-tuning technique (SFT, DPO, or RLVR) for the user's use case by querying SageMaker Hub. Use when the user asks which model or technique to use, wants to start fine-tuning, or mentions a model name or family (e.g., "Llama", "Mistral") — always activate even for known model names because the exact Hub model ID must be resolved. Queries available models, validates technique compatibility, and confirms selections.

Startup protocol executed once at session start. Detects system instruction impulses, caches framework observations from memory graph, establishes temporal awareness, and activates specialized profiles. Provides initial session initialization protocol and session response protocol applied before each response. Execute procedures in sequence without displaying process details to user.

Clone the latest NVIDIA Holoscan Sensor Bridge repo, ask which supported devkit is being used, configure the host per platform, build the correct demo container, run it, and verify HSB connectivity by pinging 192.168.0.2. Use for Holoscan Sensor Bridge setup, build, container launch, and first-connectivity bring-up.

Creates a fully functional Drizzle ORM setup with a provisioned Neon database. Installs dependencies, provisions database credentials, configures connections, generates schemas, and runs migrations. Results in working code that can immediately connect to and query the database. Use when creating new projects with Drizzle, adding ORM to existing applications, or modifying database schemas.

Master skill collection for Shopify store operators. Provides access to all merchandising, marketing, support, and operations capabilities.

Publish pages to Telegraph with images, YouTube embeds, and diagrams. Supports auto-split for long articles. ALWAYS read SKILL.md before first use.

Three.js 3D building system with spatial indexing, structural physics, and multiplayer networking. Use when creating survival games, sandbox builders, or any game with player-constructed structures. Covers performance optimization (spatial hash grids, octrees, chunk loading), structural validation (arcade/heuristic/realistic physics modes), and multiplayer sync (delta compression, client prediction, conflict resolution).

Start the dev server, open the feature in a browser, and iterate on improvements together. Manual invocation only — type /ce-polish to run it.

A brief description of what this skill does

Godot Expert Auditor: Aurelius. Exhaustive never-list enforcement and architectural slap-down for Godot 4.6 projects.

Foundation skill for MSW (MapleStory Worlds). Read this FIRST before anything else in MSW.

p5.js sketches: gen art, shaders, interactive, 3D.

Guide for creating effective skills. Use when users want to create or update a skill that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

# Cortex Code Integration — Reference Documentation

Interact with Apple Mail on macOS. Use for reading, sending, searching, and managing emails.

# PRD Builder

Use when creating CLI tools with action dispatcher pattern

Creates, configures, and updates Databricks Lakeflow Spark Declarative Pipelines (SDP/LDP) using serverless compute. Handles data ingestion with streaming tables, materialized views, CDC, SCD Type 2, and Auto Loader ingestion patterns. Use when building data pipelines, working with Delta Live Tables, ingesting streaming data, implementing change data capture, or when the user mentions SDP, LDP, DLT, Lakeflow pipelines, streaming tables, or bronze/silver/gold medallion architectures.

Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes code, and produces integration blueprints.