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.

Bidirectional bridge between ClickUp and spec-kitty feature specs. Use when the user mentions ClickUp tasks, CU- IDs, spec-kitty features, creating tasks in ClickUp, importing ClickUp context into specs, or exporting spec-kitty specs to ClickUp. Provides /specup.setup, /specup.new, /specup.import, and /specup.export commands.

Activates Warren Buffett's complete investment thinking system. The following scenarios must trigger it: analyzing any stock or company, evaluating investment opportunities, interpreting financial reports/annual reports/shareholder letters, assessing business moats or competitive advantages, evaluating management quality and integrity, making buy/hold/sell decisions, understanding core value investing concepts (compounding/intrinsic value/margin of safety/circle of competence/Mr. Market), analyzing any industry (insurance/banking/consumer/media/energy/railroads/technology), handling capital allocation/buybacks/dividends questions, assessing market sentiment and macro risks, exploring when to sell, analyzing institutional imperative or management behavior. Even if the user does not mention "Buffett," proactively trigger whenever the topic involves investment analysis, business quality assessment, or investment decision-making.

Build institutional-quality DCF valuation models in Excel — revenue projections, FCF build, WACC, terminal value, Bear/Base/Bull scenarios, 5x5 sensitivity tables. Pairs with excel-author. Use for intrinsic-value equity analysis.

Reverse engineer binaries using Ghidra's headless analyzer. Decompile executables, extract functions, strings, symbols, and analyze call graphs without GUI.

AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos.

Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron `embed`/`rerank` retrieval recipes.

Printing Press CLI for Learn Loop Example. Golden fixture exercising the spec-declared self-learning loop.

Swift architecture patterns and playbooks for MVVM, TCA, Clean Architecture, and more.

Chemistry, not cooking. 99.1% pure engineering discipline — challenges assumptions, defines scope, builds clean, fixes root causes. No half measures. Triggers include: loading at the start of a session or after compaction.

Produces structured judgment briefs for contested situations — news events, decisions, conflicts, strategy questions. Surfaces hidden bets, real disagreements, unspeakable truths, and who concretely pays. Use when the user wants sharper thinking about something messy, not a summary.

Use when integrating a model into FiftyOne's remote model zoo — detection, classification, segmentation, embedding, keypoint, or vision-language (VLM) models loaded via `register_zoo_model_source` and `load_zoo_model`, then applied with `dataset.apply_model`. Also for debugging zoo registration, `manifest.json` issues, custom `fom.Model` / `TorchModelMixin` subclasses, DataLoader pickle errors, or worker `ModuleNotFoundError` from spawned DataLoader workers.

Production incident response automation. Reads logs, checks recent deploys, identifies root cause, suggests fixes, drafts incident comms, creates post-mortem templates. Severity classification (SEV1-4), escalation paths, status page updates. Generates incident-report.md with timeline, root cause, impact assessment, remediation steps, and prevention measures.

Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW, Muon), LR scheduling, mixed precision, debugging, and systematic experimentation. Use when training or fine-tuning neural networks, debugging loss spikes or OOM, choosing architectures, or optimizing GPU throughput.

Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW, Muon), LR scheduling, mixed precision, debugging, and systematic experimentation. Use when training or fine-tuning neural networks, debugging loss spikes or OOM, choosing architectures, or optimizing GPU throughput.

Best practices for packaging pre-compiled binaries (.deb, .rpm, .tar.gz, AppImage) for NixOS, handling library dependencies, or facing "library not found" errors with binary distributions

Use when working with SQLiteData library (@Table, @FetchAll, @FetchOne macros) for SQLite persistence, queries, writes, migrations, or CloudKit private database sync.

Comprehensive skill reference for uni-app cross-platform development framework

Use for Unity project automation with unity-agentic-tools: install/status/list/run/stream, command discovery, bridge setup, and safe CLI-first Unity scene, prefab, asset, and editor workflows.

Use when X bookmarks need to be captured into raw/sources or existing X bookmark source records need relevance triage

Commit, push, branch, and manage version control with GitButler. Use for: commit my changes, check what changed, create a PR, push my branch, view diff, create branches, stage files, edit commit history, squash commits, amend commits, undo commits, pull requests, merge, apply and unapply branches. Replaces git - use 'but' instead of git commit, git status, git push, git checkout, git add, git diff, git branch, git rebase, git merge. Covers all git, version control, and source control operations.

Sets up Convex auth, identity mapping, and access control. Use for login, auth providers, users tables, protected functions, or roles in a Convex app.

Use this skill whenever a "diagram" is mentioned. Maintain and synchronize Unified Impact Diagrams following Diagram Driven Development (DDD) methodology. Create, update, and manage diagrams that connect user value to technical implementation.

Install and configure fail2ban on VPS servers to automatically ban IP addresses that show malicious signs like too many password failures, seeking exploits, or brute-force attacks.

Build and merge .gitignore files using github/gitignore templates with smart project detection. Use when the user asks to "create gitignore", "build .gitignore", "add gitignore templates", "set up gitignore", "update gitignore", or requests "/gitignore". Also trigger when observing projects without .gitignore, seeing untracked files like node_modules/, .env, __pycache__/, or *.log in git status, or after git init in a new repo. Boundary: not for .dockerignore or other non-git ignore files.

Write a marimo notebook in a Python file in the right format.

Odoo ERP integration - connect, introspect, and automate your Odoo instance

SCAMPER creative brainstorming with seven prompts—Substitute, Combine, Adapt, Modify, Put to other uses, Eliminate, Reverse. Use for innovation, product ideas, or breaking creative blocks.

Session startup with context recovery. USE WHEN starting session, after /clear, or recovering from autocompact.

Writes and reviews Swift FormatStyle code, replacing legacy Formatter subclasses and C-style String(format:) with modern .formatted() APIs. Use when formatting numbers, dates, durations, measurements, lists, names, byte counts, or URLs.

Expert guidance for designing, implementing, migrating, and debugging SwiftData persistence in Swift and SwiftUI apps. Use when working with @Model schemas, @Relationship/@Attribute rules, Query or FetchDescriptor data access, ModelContainer/ModelContext configuration, CloudKit sync, SchemaMigrationPlan/history APIs, ModelActor concurrency isolation, or Core Data to SwiftData adoption/coexistence.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates an isolated git worktree with smart directory selection and safety verification

This skill should be used when the user asks to "track metrics", "calculate ARR", "what metrics should I track", "benchmark my metrics", "understand churn", "calculate LTV", "what is burn multiple", "GMV calculation", "marketplace metrics", or mentions specific metrics like ARR, MRR, NRR, churn, CAC, LTV, burn rate, runway, GMV, take rate, or cohort analysis.

Let agents control software, including Adobe Photoshop, Illustrator, After Effects, Premiere, Autodesk 3DS Max, Blender, Unity, Houdini, and Microsoft Office.

Generate changelogs from git commit history between two tags or commits following the Keep a Changelog format from https://keepachangelog.com/en/1.1.0/. This skill should be used when users need to create structured changelogs for releases based on git commit messages.

This skill should be used when the user asks to "optimize", "make faster", "speed up", "reduce memory", "improve performance", "reduce latency", "improve throughput", "profile", "benchmark", or mentions "slow code", "too slow", "performance bottleneck", "high memory usage", "allocation pressure", "GC pressure", "cache misses", or "hot path". Also applicable when reviewing code for performance characteristics, estimating the cost of an operation, or selecting data structures for performance.

This skill should be used when the user asks to "track feature completion", "check progress", "verify all features pass", "count passing tests", "show completion status", or "update feature_list.json". Use for managing and querying the progress of autonomous coding projects.

Diagnose why a SigNoz alert fired by correlating the alert's own signal with neighbor signals (error rate, latency, throughput, CPU/memory), traces, and logs around the fire window — and rank likely causes. Make sure to use this skill whenever the user asks "why did this alert fire", "what caused alert X", "investigate this alert", "RCA for the alert that paged me", "what's wrong with [service]" in the context of a recent fire, or otherwise asks for a root-cause analysis of a firing or recently-fired alert. Read-only — does not modify any alert or notification.

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.

Give Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and place AI-driven outbound calls through Bland.ai or Vapi.

Ferramentas de transformação e ajuste de imagens: redimensionar, rotacionar, espelhar, recortar, trim automático, padding, ajustes de brilho/contraste/saturação, escala de cinza, nitidez, desfoque, converter formatos e obter informações. Use esta skill sempre que o usuário pedir para redimensionar imagem, alterar dimensões, rotacionar (90°, 180°, 270° ou ângulo livre), espelhar/flipar, recortar região, aparar bordas (trim), adicionar margem/padding, ajustar brilho, contraste, saturação, converter para preto e branco/grayscale, aumentar nitidez (sharpen), desfocar (blur), converter formato (JPG↔PNG↔WebP etc.), criar thumbnail, ou ver informações de uma imagem. Também ativa para 'resize', 'rotate', 'flip', 'crop', 'trim', 'pad', 'brightness', 'contrast', 'sharpen', 'blur', 'grayscale', 'info', 'converter imagem', 'reduzir tamanho', 'trocar formato'. Inclui setup automático em virtualenv isolado.

Develop rigorous Rumelt strategies through multi-model adversarial debate with GPT and Claude models. Use when user wants to create or refine a strategy document.

Analyzes, generates, and enhances CLAUDE.md files for any project type using best practices, modular architecture support, and tech stack customization. Use when setting up new projects, improving existing CLAUDE.md files, or establishing AI-assisted development standards.

Stage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging IPA, and synthesizing a NeMo manifest. NOT for scoring (use /digital-health-clinical-asr-eval).

Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and offline cycle N+1 re-eval. NOT for generic word boosting (use /finetune-asr).

Search Google Flights for flight prices and schedules using browser automation. Use when user asks to search flights, find airfare, compare prices, check flight availability, or look up routes. Triggers include "search flights", "find flights", "how much is a flight", "flights from X to Y", "cheapest flight", "flight prices", "airfare", "flight schedule", "nonstop flights", "when should I fly".

Guides use of the icp command-line tool for building and deploying Internet Computer applications. Covers project configuration (icp.yaml), recipes, environments, canister lifecycle, and identity management. Use when building, deploying, or managing any IC project. Use when the user mentions icp, dfx, canister deployment, local network, or project setup. Do NOT use for canister-level programming patterns like access control, inter-canister calls, or stable memory — use domain-specific skills instead.

Multi-currency cash management — balances, receivables, obligations, FX exposure, runway, rebalancing, and indicative FX rates. Use when the user asks about cash position, treasury health, what is owed, money in or out, FX positions, or requests money movement (conversions, transfers, rate locks). Also load this skill when the user asks for a "transaction report", "accounting report", "reconciliation", "P&L", or "ledger" — the skill contains the required scope-boundary rules to refuse these properly and offer supported alternatives. Do NOT use for creating invoices from documents, supplier/beneficiary onboarding, or card provisioning (use the workflow skills for those).

Write a marimo notebook in a Python file in the right format.

Generate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files.

Provides the complete Swift Concurrency Migration Guide. Use when migrating to Swift 6, resolving data-race safety errors, understanding Sendable and actor isolation, or incrementally adopting async/await.

This skill should be used when the user asks to "write a Nushell script", "create a Nushell command", "understand Nushell syntax", "work with Nushell pipelines", "use closures in Nushell", "create a Nushell module", "define an overlay", "understand Nushell types", or mentions core Nushell concepts like pipelines, closures, modules, overlays, custom commands, or type annotations.

Options trading with OpenAlgo - single leg orders, multi-leg strategies (Iron Condor, Straddle, Strangle, Spreads), options chain analysis, and Greeks calculation

Use when the user explicitly types `ov dream` or `ov recall <query>` and the request should be routed to the OpenViking sync/recall CLI instead of handled as normal chat.

Stata statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more. Use when doing quantitative analysis in Stata for academic papers.

Apply statistical methods to financial data including descriptive statistics, covariance estimation, regression, hypothesis testing, and resampling. Use when the user asks about return distributions, correlation between assets, building a covariance matrix, running a CAPM regression, testing whether alpha is significant, checking if returns are normal, or estimating confidence intervals. Also trigger when users mention 'volatility', 'how correlated are these', 'fat tails', 'skewness', 'R-squared', 'beta of a fund', 'bootstrap a Sharpe ratio', 'shrinkage estimator', 'Ledoit-Wolf', or ask why their optimizer produces unstable weights.

Python type checking expertise using ty - the extremely fast type checker by Astral. Use when: (1) Adding type annotations to Python code, (2) Fixing type errors reported by ty, (3) Migrating from mypy/pyright to ty, (4) Configuring ty for projects, (5) Understanding advanced type patterns (generics, protocols, intersection types), (6) Setting up ty in editors (VS Code, Cursor, Neovim, PyCharm).

This skill should be used when the GM needs to help players create characters, roll for stats, assign ability scores, handle leveling up, increase hit points, choose classes, pick proficiencies, or manage player character creation, advancement, or character sheet management. Provides templates and rules for SRD 5.2 character creation and leveling.

This skill should be used when the GM needs to help players create Daggerheart characters, select a class/ancestry/community, define Experiences with bounded constraints, choose domain cards, or handle level advancement (1-10). Provides templates for character sheets, session state, and Experience definitions to prevent semantic drift during gameplay.

Expert knowledge for building type-safe web applications with ElysiaJS, including validation, lifecycle hooks, Eden end-to-end type safety, and integrations

Read-only EVM client: wallets, tokens, gas across 8 chains.

Expert assistance with GraphPad Prism scientific graphing and statistics software, specializing in Prism scripting for automation, batch processing, and data analysis workflows.

Gives AI agents persistent memory across conversations using Honcho. Automatically saves and retrieves user context so the AI remembers preferences, history, and facts between sessions. Use when you need the AI to remember past conversations, recall what a user has told it, inject relevant context into prompts, or manage separate memory spaces for different topics.

Autonomous AI coding loop v2 with phased execution, dependency graphs, browser validation, structured memory, and quality ratcheting. Use when user says "leo-wiggum", "/leo-wiggum", "start leo loop", "autonomous coding", "run leo", or wants to implement features or build entire projects using iterative AI sessions. Works on any codebase or greenfield projects.

Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

Use when implementing event-driven automation, setting up CloudEvents rules, troubleshooting event delivery failures, or integrating with Functions/Streaming/Notifications. Covers event rule patterns, filter syntax, action types, dead letter queue configuration, and event-driven architecture anti-patterns.

Interpretive guidance for generating OpenSCAD code for OpenGrid/MultiConnect wall-mounted organizers. Provides pattern selection frameworks, mounting system integration, and dimensional constraints specific to this ecosystem. Use when generating OpenSCAD files for OpenGrid items.

Create and execute PhenoML workflows for healthcare data processing, including condition creation from clinical notes and patient registration with deduplication

Profile a website for bot detection vendors using stealth vs non-stealth Kernel browsers. Use when analyzing bot detection on a website, comparing stealth effectiveness, identifying anti-bot vendors and products, or detecting challenge types.

Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.

Save context window by extracting verbose sections from large files (CLAUDE.md, AGENTS.md, commands, agents) into on-demand skills that load only when needed. Also amplifies terse "use X" instructions into comprehensive guidance via web research. Use when files are too long, when you want to reduce always-loaded context, or when brief instructions need expansion. Triggers: "skillify", "extract skills", "save context window", "reduce context", "modularize command", "file too large", "amplify instructions".

Technical analysis with TA-Lib - Moving averages, RSI, MACD, Bollinger Bands, Stochastic, ATR, candlestick patterns, and strategy signals using OpenAlgo market data

Token management patterns using Duende.AccessTokenManagement. Covers client credential token caching, user token refresh, token storage, HttpClientFactory integration, DPoP support, and common configuration pitfalls. Also includes Blazor Server token management.

Use this skill when working with Unreal Engine async operations, threading, parallel execution, or concurrency. Also use when the user mentions 'FRunnable', 'FAsyncTask', 'TaskGraph', 'UE::Tasks', 'ParallelFor', 'TFuture', 'TPromise', 'Async()', 'thread safety', 'FCriticalSection', 'FRWLock', 'background thread', 'game thread dispatch', or 'thread pool'. For networking async (RPCs, replication), see ue-networking-replication. For asset streaming, see ue-data-assets-tables.

This skill provides guidance for facilitating interactive brainstorming sessions, selecting creative techniques from 61 options across 10 categories, executing coaching-style dialogues, or organizing generated ideas into actionable plans

This skill should be used when the user asks to "use git blame", "check git history", "find git commits", "use git log", "use git diff", "use git bisect", "trace code changes", "find who changed this code", or mentions using git commands for investigating code history and changes during root cause analysis.

How to automate Antigravity using OpenCLI

Track complex, multi-session work with dependency graphs using beads issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.

Helps write Git commit messages following the Conventional Commits specification. Use this skill when the user asks to commit changes, write commit messages, format commits, or mentions git commits.

Generates architecture diagrams from code, infrastructure, or descriptions. Use when user asks to visualize, diagram, or document system architecture.

Generates architecture diagrams from code, infrastructure, or descriptions. Use when user asks to visualize, diagram, or document system architecture.

Connect to a running NeuroSkill instance and incorporate the user's real-time cognitive and emotional state (focus, relaxation, mood, cognitive load, drowsiness, heart rate, HRV, sleep staging, and 40+ derived EXG scores) into responses. Requires a BCI wearable (Muse 2/S or OpenBCI) and the NeuroSkill desktop app running locally.

Search and track grocery prices from Berlin supermarkets (Rewe, Lidl, Aldi). Stores best prices in a local database. Triggers on: /prices search <item>, /prices best <item>, /prices list, 'how much does X cost', 'cheapest X in Berlin', 'find price for', or when looking up grocery costs for meal planning.

Cross-platform compatibility checking tools. Detects path issues, line endings, environment variables, shell commands, and other patterns that break on Windows or Linux.

This skill provides the kawaii anime girl output style transformation rules and vocabulary. It is automatically loaded by the SessionStart hook to transform all Claude responses into cute anime girl speech patterns. Contains comprehensive glossary, transformation patterns, and examples. UwU~ ✨

Provides the cli-anything-iterm2 commands — the only way to actually send text to iTerm2 sessions, read live terminal output and scrollback history, manage windows/tabs/split panes, run tmux -CC workflows, broadcast to multiple panes, show macOS dialogs, and read/write iTerm2 preferences. Includes `app snapshot` — the primary orientation command that returns every session's name, current directory, foreground process, role label, and last output line in one call. Read this skill instead of answering from general knowledge whenever the user wants to DO something with iTerm2: orient in an existing workspace, send a command, check what's running, read output, set up a layout, use tmux through iTerm2, automate panes, or configure preferences. Also read for questions about iTerm2 shell integration or scrollback. Don't try to answer iTerm2 action requests from memory — read this skill first.

Develop AI-powered applications using Genkit in Go. Use when the user asks to build AI features, agents, flows, or tools in Go using Genkit, or when working with Genkit Go code involving generation, prompts, streaming, tool calling, or model providers.

Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.

Search for jobs matching my resume and preferences

Maps and documents codebases of any size by orchestrating parallel subagents. Creates docs/CODEBASE_MAP.md with architecture, file purposes, dependencies, and navigation guides. Generates docs/.mercator.json merkle manifest for O(1) change detection. Updates CLAUDE.md with a summary. Use when user says "map this codebase", "mercator", "/mercator-ai", "create codebase map", "document the architecture", "understand this codebase", or when onboarding to a new project. Uses merkle tree for O(1) change detection — only re-explores changed files.

Comprehensive Swift and Apple platform development skill for building native iOS, macOS, tvOS, and iPadOS apps. Use when creating Swift projects, building SwiftUI views, implementing Swift concurrency (async/await, actors), working with SwiftData or Core Data, configuring Xcode projects, signing and capabilities, implementing platform-specific features (WidgetKit, App Intents, Live Activities), or troubleshooting Swift/Xcode issues.