This skill should be used when the user asks about "Ben Gurion airport", "TLV flights", "flight status", "departures from Tel Aviv", "arrivals at TLV", "is my flight on time", "flight to Amsterdam", "airport delays", "cancelled flights", "gate info", "terminal 3", "pickup from airport", "weather at destination", "flight delay history", "נתב״ג", "טיסות", "לוח טיסות", "מצב טיסה". Provides live flight data from Ben Gurion Airport (TLV), destination weather via Open-Meteo, and historical delay analysis via local SQLite database. Do NOT use for booking flights, non-TLV airports, or general travel planning.

Join and participate in sc-chatroom group chats (the "Workroom" product). Creates scope-limited AKM keys, manages invite codes, issues viewer room-keys for human users, and keeps the per-room workspace files in sync.

This skill should be used when the user asks to create or update a GitHub PR, file or update an issue, post a comment, or start a discussion. Trigger phrases include "create PR", "open PR", "file an issue", "update issue", "yeet a PR/issue/discussion", "comment on an issue".

Create and edit presentation documents with full formatting. Handles slide creation, layouts, animations, and speaker notes programmatically.

Set up metrics collection and visualization with Prometheus and Grafana. Configure scrape targets, create PromQL queries, build dashboards, and implement alerting. Use when implementing monitoring, metrics collection, or visualization for applications and infrastructure.

A comprehensive guide to implementing Syncfusion Angular Input components, including Uploader, NumericTextBox, TextBox, Signature, CheckBox, OTP Input, RangeSlider, TextArea, ColorPicker, MaskedTextBox, and Rating. This guide is intended for building Angular applications with file upload UIs supporting async and chunked uploads, drag‑and‑drop functionality, numeric inputs with validation and formatting, text inputs with floating labels and custom adornments, digital signature capture with undo, redo, and export capabilities, checkbox multi‑select and indeterminate states, seamless form integration, accessibility compliance, one‑time password (OTP) inputs, programmatic row adjustments, slider tick customization and styling, visual color selection with HSV picker and palette support, masked text input for structured data entry, and interactive star rating components.

Comprehensive word document processing with full format support. Handles creation, editing, formatting preservation, tracked changes, and metadata management.

Fetch AirNow Hourly AQ Obs file products from official AirNow file endpoints and return structured site-hour-parameter records filtered by UTC time window, bounding box, and pollutant parameter list. Use when tasks need deterministic AirNow monitoring-site observations at hourly cadence, especially for broad geography/time extraction where AirNow file products are preferred over per-request web-service loops.

Discover and extract financial news for tracked portfolio companies across 33 verified Tier 1 sources (Bloomberg, Reuters, FT, WSJ, IntelliNews, ČTK, PAP, BTA, TASR, ING Think, ECB, EC Press Corner, ...) plus broad Google News fallback. Use when the user asks to find news about a company, get press coverage, monitor financial press, run a news scan, or check headlines for a portfolio company. Reads tracked companies from data/companies.json. Do NOT use for marketing/social-listening (use apify/awesome-skills) or for morning-briefing formatting (out of scope).

Detect installed AI coding CLIs and local model providers; outputs a cached JSON inventory for routing (/detect-clis).

Add a milestone to an existing project, starting a new milestone cycle, creating the first milestone after project init, or defining what's next after completing work. Triggers include "add milestone", "new milestone", "start milestone", "create milestone", "first milestone", "next milestone", and "milestone cycle".

Orchestrates 6-phase SDLC pipeline (discovery, requirements, architecture, workstreams, implementation, summary) for guided feature development. Use when user runs /core:develop command, requests spec-driven development, wants to create implementation plans with architecture decisions, or mentions "SDLC", "spec-driven", "plan feature", "development pipeline". Supports plan persistence, wave-based resume, autonomous mode, and architecture/implementation verification.

Umbraco backoffice extension customisation - complete working examples showing how extension types combine

Write academic research documents following academic guidelines with peer-reviewed sources from Google Scholar and other academic databases. Always verify source credibility and generate IEEE standard references. Use for research papers, literature reviews, technical reports, theses, dissertations, conference papers, and academic proposals requiring proper citations and scholarly rigor.

pnpm monorepo starter for TypeScript libraries with tsdown per package. Use when scaffolding or maintaining a multi-package TS/ESM repo with workspace deps and npm Trusted Publisher.

How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and emit findings into the Signals inbox. Use when a user wants to understand what scouts they have, how each one is behaving, and whether the fleet is actually working. Covers surveying the fleet and its schedules, reading recent scout runs and drilling into a single run's reasoning, inspecting the durable scratchpad memory the fleet has built up, tracing a run to the findings it emitted, and assessing a scout's health and performance over time (cadence, success rate, emit rate, signal-to-noise). Read-only and exploratory — to write or tune a scout, use `authoring-signals-scouts` instead. Trigger on "what are my scouts doing", "how is my <x> scout performing", "show me recent scout runs", "why did this scout find/emit nothing", "what has the fleet learned", "explore scout run <id>", "is my scout working".

Use when starting or resuming any Khuym project session, choosing the next Khuym skill, running go mode, checking onboarding/scout state, or enforcing workflow gates. Bootstrap meta-skill for routing across the Khuym agentic development ecosystem.

Use this skill when creating or updating Bigeye monitoring configurations (bigconfig.yml files) for BigQuery tables. Works with metadata-manager skill.

Build or restructure a fund/ManCo budget workbook in Excel from Carta prior-year actuals. TRIGGER: build/create/draft a budget for a future year; group/categorize budget line items into sections with subtotals; apply an inflation/contingency buffer to budget expenses. NOT: consolidating P&L / balance sheet, fetch-budget, actuals refresh, pacing (carta-budget-vs-actuals), what-if scenarios (carta-budget-scenarios).

Scaffold and architect custom Frappe apps including app structure, hooks, background jobs, service layers, and production hardening. Use when creating new apps, setting up app architecture, or implementing cross-cutting patterns like caching, logging, and error handling.

This skill should be used when the user asks to "monitor a GitHub repository", "watch GitHub for issues or PRs", "respond to @OpenHands mentions on GitHub", "set up an OpenHands GitHub integration", "trigger OpenHands from a GitHub comment", or "poll a GitHub repo for a trigger phrase". Guides the user through creating a cron automation that polls a single repository and starts an OpenHands conversation whenever a configurable trigger phrase is detected in an issue or PR comment.

Estimate GPU memory usage for Megatron-based MoE (Mixture of Experts) and dense models. Use when users need to (1) estimate memory from HuggingFace model configs (DeepSeek-V3, Qwen, etc.), (2) plan GPU resource allocation for training, (3) compare different parallelism strategies (TP/PP/EP/CP), (4) determine if a model fits in available GPU memory, or (5) optimize training configurations for memory efficiency.

Converts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation. Flags all ambiguities honestly. Never invents implementation details not stated in the paper.

Create, manage, and chat with Pinecone Assistants for document Q&A with citations. Handles all assistant operations - create, upload, sync, chat, context retrieval, and list. Recognizes natural language like "create an assistant from my docs", "ask my assistant about X", or "upload my docs to Pinecone".

Manage planning documents (ADRs, FDPs, action plans, reports). Use when creating, archiving, or listing planning docs. Enforces proper numbering and structure.

Create, verify, repair, and close durable Codex goals with measurable outcomes, evidence gates, plan templates, blocker handling, completion audits, and goal-backed workflow repair.

Stacked (dependent) pull request workflow. Use when creating, managing, or troubleshooting stacked PRs, or when user mentions stacked diffs, dependent PRs, PR stacks, or breaking large features into smaller PRs.

Jira operations — sprint board, my issues, create/update/close/link issues. Triggers on sprint, issues, create, update, close, link, or any ACM-xxx mention.

Use when you need to act as an Elite Software Architect (Maestro) to manage complex repositories. It enforces a "Why over How" philosophy, maintains a persistent project memory (Brain), and orchestrates specialized sub-skills through a Plan-Act-Verify lifecycle.

Enable nullable reference types in a C# project and systematically resolve all warnings. USE FOR: adopting NRTs in existing codebases, file-by-file or project-wide migration, fixing CS8602/CS8618/CS86xx warnings, annotating APIs for nullability, cleaning up null-forgiving operators, upgrading dependencies with new nullable annotations. DO NOT USE FOR: projects already fully migrated with zero warnings (unless auditing suppressions), fixing a handful of nullable warnings in code that already has NRTs enabled, suppressing warnings without fixing them, C# 7.3 or earlier projects. INVOKES: Get-NullableReadiness.ps1 scanner script.

Learn how to install and migrate to Jetpack Navigation 3, and how to implement features and patterns such as deep links, multiple backstacks, scenes (dialogs, bottom sheets, list-detail, two-pane, supporting pane), conditional navigation (such as logged-in navigation vs anonymous), returning results from flows, integration with Hilt, ViewModel, Kotlin, and view interoperability.

Full PRD workflow for creating, planning, and implementing Product Requirements Documents

Telegram CLI for reading, searching, sending messages, managing groups, and syncing chat history. Use when the user asks about Telegram messages, wants to check inbox, search chats, send messages, mute/unmute chats, kick users, export history, or look up contacts and groups.

Allows to interact with web pages by performing actions such as clicking buttons, filling out forms, and navigating links. It works by remote controlling Google Chrome or Chromium browsers using the Chrome DevTools Protocol (CDP). When Claude needs to browse the web, it can use this skill to do so.

Oracle APEX skills for Oracle APEX application development.

Oracle APEX skills for Oracle APEX application development.

Public APEXlang router with deterministic local-context discovery and compact machine-readable contracts.

Public APEXlang router with deterministic local-context discovery and compact machine-readable contracts.

This skill generates and improves GitHub pull request descriptions that help reviewers understand context and promote effective code reviews. Use this skill when creating new PRs, updating PR descriptions with new commits, or reviewing existing PR descriptions for quality. The skill analyzes git commits to extract key changes and generates descriptions with proper context (why), implementation details (how), file prioritization for large PRs, and testing strategy.

Control mouse, keyboard, and screen for desktop automation tasks

This skill should be used when the user asks to "research a topic", "find information about", "look up", "what is", "how does X work", "compare X and Y", "what are the pros and cons of", "explain the difference between", "what's the current state of", "give me an overview of", "summarize the research on", "troubleshoot", "diagnose", "survey the literature on", or any request requiring sourced, structured answers from authoritative internet sources. This skill is for web/internet research using WebSearch and WebFetch, NOT for exploring or analyzing the current project or codebase. Provides a research workflow with source quality evaluation, targeted search strategy, and structured response templates.

Interacts with Bear note-taking app on macOS via X-Callback-URL. Use when user asks to create Bear notes, search notes, add text to notes, manage tags, capture web pages to Bear, or perform any other Bear note management tasks. Supports note creation, text appending, tag management, note search, and web page capture.

These skills are built for LookML developers, data engineers, and administrators who manage the backbone of Looker.

Trigger when: (1) User mentions "manimgl" or "ManimGL" or "3b1b manim", (2) Code contains `from manimlib import *`, (3) User runs `manimgl` CLI commands, (4) Working with InteractiveScene, self.frame, self.embed(), ShowCreation(), or ManimGL-specific patterns. Best practices for ManimGL (Grant Sanderson's 3Blue1Brown version) - OpenGL-based animation engine with interactive development. Covers InteractiveScene, Tex with t2c, camera frame control, interactive mode (-se flag), 3D rendering, and checkpoint_paste() workflow. NOT for Manim Community Edition (which uses `manim` imports and `manim` CLI).

Drive a live marimo notebook as a workspace: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes. Use when the user wants to start a marimo notebook or pair on an active marimo session.

Multi-project Manus-style planning with coordinator pattern. Supports project switching, separate planning/source paths, and cross-machine sync via git. Creates task_plan.md, findings.md, and progress.md.

This skill should be used when the user asks questions about their Plex media library, such as "what movies can I watch on Plex", "find romantic movies under 100 minutes", "show me Tom Cruise films from the 90s", "how many unwatched episodes of Always Sunny do I have", "give me a British comedy show I haven't watched", or "shows with episodes under 30 minutes that I've started". Use whenever user mentions Plex in combination with movies, TV shows, or media queries.

Navigate, inspect, and meta-control existing SDLC workflows — pick what to run next, check status, resume, sync the registry, amend or extend a plan, skip a stage, close a slug, or explain how something works. Does not produce stage artifacts; for those use `/wf`.

This skill should be used when the user works with SPECLAN specification files in the speclan/ directory, asks to "read a feature", "list requirements", "create a feature", "new requirement", "update a spec", "delete a change request", "show spec hierarchy", "ID format", or references SPECLAN entity types (Goal, Feature, Requirement, ChangeRequest). Provides foundational knowledge for all speclan/ directory operations including file structure, validation rules, status lifecycle, and entity relationships.

Unified Python interface to 40+ bioinformatics services (UniProt, KEGG, ChEMBL, Reactome, PSICQUIC). Best for cross-database analysis, ID mapping, and multi-service workflows. For quick single-database lookups use gget.

Provides standardized Git workflows, commit message conventions, branching strategies, and collaboration patterns for all agents performing Git operations. Use when creating commits, choosing branching strategies, creating PRs, performing git operations (merge vs rebase), or handling git collaboration workflows.

Initialize a new SDLC monorepo with Storybook planning hub, pnpm workspace, and git configuration. Use when starting a new project.

# Nowledge Mem for OpenClaw

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Add haptic feedback to web apps using the web-haptics library. Use when building mobile-facing UIs that need tactile feedback on buttons, toggles, forms, pickers, and other interactive elements.

Use binance-cli for Binance Spot, Futures (USD-S), and Convert. Requires auth.

This skill provides comprehensive knowledge for templating in the FirstSpirit CMS, specifically focused on SiteArchitect development. This skill should be used when working with FirstSpirit templates including page templates, section templates, format templates, link templates, input components, template syntax, system objects, rules, and workflows. The skill is organized as structured reference documentation with topics covering architecture, template types, syntax, and development practices.

Game development patterns, architectures, and best practices

Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.

Search Harvard Library's 13M+ bibliographic records via LibraryCloud and retrieve MARC/MODS data via PRESTO. Use this skill whenever the user wants to look up books, manuscripts, finding aids, or other items in Harvard's library catalog, verify bibliographic information (title, author, ISBN, publication date), find digital collections, or retrieve detailed catalog records. Also triggers when a user extracts a book title from a document and wants to find its full bibliographic metadata.

HTX technical indicator analysis engine — 51 indicators + 12 candlestick patterns + 5 BTC cycle indicators + automatic divergence detection, all computed locally in Python.

Initialize project with PRD and checkpoints. Use for "init project", "new project", "start project".

These skills are designed for data discovery and business intelligence.

Semantic code analysis via LSP. Navigate code (definitions, references, implementations), search symbols, preview refactorings, and get file outlines. Use for exploring unfamiliar codebases or performing safe refactoring.

This skill should be used when the user asks to "create an excalidraw diagram", "generate a diagram in Obsidian", "add a diagram to my vault", "embed a diagram", "make a flowchart", "visualize relationships", "draw a network diagram", or wants to programmatically generate .excalidraw files for an Obsidian vault. Also use when the user asks to update or regenerate an existing diagram file.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Use when executing implementation plans phase-by-phase with strict enforcement of quality gates, tests, and Definition of Done. Triggers on "build this plan", "execute plan", "implement phases", or when user provides a plan document to execute.

Phase-aware autonomous engineering loop with crash recovery. Combines Ralph Loop persistence with Compound Engineering workflows for long-horizon feature development. Use when running autonomous multi-phase engineering tasks.

Master CLI navigation and code exploration using modern command-line tools. Use this skill when navigating repositories, searching for files/text/code patterns, or working with structured data (JSON/YAML/XML). Provides guidance on fd (file finding), rg (text search), ast-grep (code structure), fzf (interactive selection), jq (JSON), and yq (YAML/XML).

Guides implementation of user-configurable plugin settings using the .claude/plugin-name.local.md pattern, including YAML frontmatter parsing, per-project configuration, settings file creation, and reading settings from hooks, commands, and agents. Activates when the user asks about plugin settings, .local.md files, plugin state files, per-project configuration, or wants to make plugin behavior configurable.

Progressive Domain Crystallization (PDC) — a skill for building and maintaining a living domain knowledge base for any custom business application. Use this skill whenever the user is developing a business application and wants the AI to accumulate understanding of internal terminology, entities, relationships, and business rules over time — especially when that knowledge is not fully defined upfront and grows across sessions. Trigger on any of: "remember how our system works", "learn our domain", "track business entities", "build domain knowledge", "understand our terminology", "grow AI context over time", "domain model", "business rules documentation", or whenever a user says the AI doesn't understand their business-specific language or data model. Also use at the start of any session where a .tasks/domain.md file exists in the project — always read it before doing any work.

Effect-TS (Effect) guidance for TypeScript. Use when building, refactoring, reviewing, or explaining Effect code, especially for: typed error modeling (expected errors vs defects), Context/Layer/Effect.Service dependency wiring, Scope/resource lifecycles, runtime execution boundaries, schema-based decoding, concurrency/scheduling/streams, @effect/platform APIs, Effect AI workflows, and Promise/async migration.

Scaffold, build, and package SwiftPM-based macOS apps without an Xcode project. Use when you need a from-scratch macOS app layout, SwiftPM targets/resources, a custom .app bundle assembly script, or signing/notarization/appcast steps outside Xcode.

Use when editing .lean files, debugging Lean 4 builds (type mismatch, sorry, failed to synthesize instance, axiom warnings, lake build errors), searching mathlib for lemmas, formalizing mathematics in Lean, or learning Lean 4 concepts. Also trigger when the user asks for help with Lean 4, mathlib, or lakefile. Do NOT trigger for Coq/Rocq, Agda, Isabelle, HOL4, Mizar, Idris, Megalodon, or other non-Lean theorem provers.

Manus-artiges Dateiplanungssystem zur Organisation und Verfolgung des Fortschritts komplexer Aufgaben. Erstellt task_plan.md, findings.md und progress.md. Wird verwendet, wenn der Benutzer plant, zerlegt oder organisiert: mehrstufige Projekte, Forschungsaufgaben oder Arbeiten mit über 5 Tool-Aufrufen. Unterstützt automatische Sitzungswiederherstellung nach /clear. Auslöser: Aufgabenplanung, Projektplanung, Arbeitsplan erstellen, Aufgaben analysieren, Projekt organisieren, Fortschritt verfolgen, Mehrstufige Planung, Hilf mir bei der Planung, Projekt zerlegen

Use this skill whenever the user wants to find trading opportunities, detect arbitrage, analyze a market, perform edge detection, find mispricing, do probability analysis, evaluate orderbook depth, find momentum signals, or assess Polymarket market quality. Triggers: "find opportunities", "detect arbitrage", "analyze market", "edge detection", "mispricing", "probability analysis", "orderbook analysis", "momentum scanner", "market inefficiency", "price gap", "volume surge", "trading edge", "market analysis".

Implement RLM-style (Recursive Language Model) orchestration for complex tasks. This skill should be used when facing large context requirements, multi-part tasks that would benefit from parallel execution, or when context rot is a concern. Automatically decomposes tasks, spawns parallel subagents, aggregates results, and iterates until completion. Inspired by the RLM research paper (arXiv:2512.24601).

Use semantic ADB and UIAutomator workflows to inspect, launch, and interact with Android apps from agents.

Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans. Use when users request help creating a new business plan, updating/reviewing an existing business plan, need guidance on specific business plan sections, or require financial projection assistance. Applies to startups and established businesses across all industries seeking funding or strategic planning.

Create hierarchical project plans optimized for solo agentic development. Use when planning projects, phases, or tasks that Claude will execute. Produces Claude-executable plans with verification criteria, not enterprise documentation. Handles briefs, roadmaps, phase plans, and context handoffs.

Generates comprehensive synthetic fine-tuning datasets in ChatML format (JSONL) for use with Unsloth, Axolotl, and similar training frameworks. Gathers requirements, creates datasets with diverse examples, validates quality, and provides framework integration guidance.

Professional quantitative investment analysis frameworks and methodologies based on TradingView data structures. Use when users ask about stock analysis, technical indicators, market screening, risk management, or trading strategies. Provides analysis methodologies and data interpretation guidance.

Pixel art w/ era palettes (NES, Game Boy, PICO-8).

Autonomous evolutionary code improvement engine with tournament selection

Guidance for Worktrunk (the `wt` CLI) — git worktree management, hooks, and config. Load when editing .config/wt.toml or ~/.config/worktrunk/config.toml; adding, modifying, or debugging hooks (post-merge, post-start, pre-commit, pre-merge, post-switch, etc.); configuring commit message generation or command aliases; or troubleshooting wt behavior. Also answers general worktrunk/wt questions.

This skill should be used when the user asks to "write an ADR", "create an ADR", "document an architecture decision", "write an Architecture Decision Record", "document a technology choice", "compare database options", "document why we chose X over Y", or needs to record a specific architectural or technology decision with alternatives and trade-offs (1-3 pages). Use when capturing a decision that needs to be justified and preserved for future reference.

Official Capacitor package guide plus Capgo ecosystem plugin recommendations. Use this skill when users need native functionality, want the right official Capacitor package, or need a stronger Capgo/community plugin when the official package is missing or too limited.

Build terminal UIs using Bubbletea and the Charm ecosystem (Lipgloss, Huh, Gum). Use when creating TUIs, interactive CLIs, terminal applications, or when the user mentions Bubbletea, Charm libraries, terminal styling, or TUI development.

Process bulk RNA-seq datasets for VEuPathDB resources