发现 Skills

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

Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.

High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing.

Handle LaTeX Unicode errors in pandoc PDF generation by normalizing special characters to ASCII

Daniel Kahneman's cognitive psychology framework for understanding decision-making, biases, and judgment.

C# coding standards and conventions including naming, formatting, and best practices. Use when working with .cs files, writing C# code, or when the user asks about C# naming conventions, code structure, XML documentation, or .NET development patterns.

Named Tmux Manager - Multi-agent orchestration for Claude Code, Codex, and Gemini in tiled tmux panes. Visual dashboards, command palette, context rotation, robot mode API, work assignment, safety system. Go CLI.

Quick reference for ponytail's modes, skills, and commands. One-shot display.

Create a new meter or charger integration for the EVSE Load Balancer

This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp Repeater", "analyze HTTP history", or "configure proxy for web testing". It provides comprehensive guidance for using Burp Suite's core features for web application security testing.

Test-Driven Development workflow for .NET. Use when implementing features, fixing bugs, or writing new code. Guides RED–GREEN–REFACTOR cycle with proper test design.

Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.

Automate PCB design with KiCad. Create schematics, design boards, export Gerbers, order from PCBWay. Full design-to-manufacturing pipeline.

Review code quality, patterns, and best practices

Terminal navigation shortcuts and safe command patterns.

Generate App Store and Google Play screenshot assets using each::sense AI. Create device-framed screenshots, feature highlights, localized versions, and promotional visuals optimized for iOS App Store and Google Play Store requirements.

List, search, manage, show, summarize, and query Claude Code sessions. Supports: listing recent sessions, searching session content, renaming sessions, getting session info by ID or name — full UUID, path, age, size, and ready-to-use resume/query commands (e.g. '/sessions info a1b2c3d4', 'session info auth-refactor'), summarizing a session (e.g. '/sessions summarize a1b2c3d4', 'summarize session auth-refactor'), and querying past sessions by topic, name, or ID (e.g. 'find the session where we discussed deploy and ask what we decided', 'ask session auth-refactor what the root cause was').

Guides the user through packaging Python scripts into Windows executables using PyInstaller, with specific focus on using virtual environments, reducing file size via UPX and module exclusion, setting custom icons, and resolving Windows security warnings.

Create 3D CAD models using vcad MCP tools. Use when the user asks to create 3D parts, mechanical components, plates with holes, brackets, or any parametric geometry. Supports primitives (cube, cylinder, sphere, cone), boolean operations, transforms, patterns, and export to STL/GLB.

Use when executor escalates here — genuinely multi-agent work: parallel domains, or scale so large a single context degrades. Runs a single planning review pass, then dispatches agents. Not for complex-but-sequential work (that's executor).

Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.

Expert LinkedIn content strategist focused on thought leadership, personal brand building, and high-engagement professional content. Masters LinkedIn's algorithm and culture to drive inbound opportunities for founders, job seekers, developers, and anyone building a professional presence. Turns professional expertise into scroll-stopping content that makes the right people find you. Activar cuando se necesite un LinkedIn Content Creator en el equipo o pipeline.