Use when asked about mobile UI guidelines, touch targets, platform-specific UI rules, or mobile interaction patterns.
Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.
Use for cognitive task analysis, CTA method selection, knowledge capture, tacit expertise routing, and representation design by matching elicitation methods to knowledge type.
Use when working on tpcp code that uses n_jobs, joblib parallelism, tpcp.parallel, caching in parallel workers, or when debugging multiprocessing, serialization, or global state…
Instrument LLM and agent applications with MLflow tracing, evaluation, prompt tracking, and monitoring so operators can debug behavior before and after deployment.
Applies systematic tracing and isolation techniques to pinpoint exactly where a bug originates in code.
Debug a codegen issue by tracing from wrong Python output back through the graph to the root cause. Identifies whether the bug is in primitive definitions, type resolution, or…
Safe refactoring workflow using trace-mcp — assess risk, find candidates, check impact, and rename symbols across all files without missing import sites or cross-file references.
Lets an agent record Python allocation traces and inspect the biggest allocators, retained objects, and leak paths before memory growth turns into a production incident.
Trace function call hierarchies, dependencies, side effects, and symbol relationships using LCI. 以LCI追蹤函數調用層次、依賴、副作用、符號關係。 Use when: understanding function before modifying,…
Use when working with Tracearr media-server monitoring for Plex, Jellyfin, or Emby, including real-time sessions, stream analytics, account-sharing detection, trust scores,…
Turn any codebase into evidence-grounded Markdown docs plus a machine-readable index.json. Every claim cites its source; never invents deployment steps.
Use when facing technical uncertainty, unproven architecture, or building a large feature where agents or humans risk getting lost in details before confirming the architecture…
Track and manage regression test suites across releases. Use when performing specialized testing. Trigger with phrases like "track regressions", "manage regression suite", or…
Evaluate 2–4 architectural options against quality attributes using a weighted decision matrix, quality attribute scenarios, and sensitivity analysis.
Traefik cloud-native ingress router with automatic TLS, dynamic configuration, middleware chains, and Kubernetes IngressRoute CRDs. Sources: traefik/traefik (MIT).
Trafilatura is a Python package and CLI tool for gathering text from the web. It handles crawling, downloading, and extracting main text content, metadata, and comments from raw…
Train focal and subsidiary attention switching for diagnosis, debugging, design review, and other judgment-heavy work.
Train Test Splitter - Auto-activating skill for ML Training. Triggers on: train test splitter, train test splitter Part of the ML Training skill category.
Diagnose NaN losses, out-of-memory errors, and shape mismatches in deep learning or ML pipelines.
Use when reasoning about the I in ACID — the isolation level a database provides between concurrent transactions: the five SQL-standard levels (read uncommitted, read committed,…
Wrap multi-write operations in transactions; use dispatchAfterCommit and idempotency patterns to ensure consistency
Use when implementing attention mechanisms, building custom transformer models, understanding positional encoding, or optimizing transformer inference - covers self-attention,…
Preflight reference for HuggingFace snapshots — what vLLM, sglang, and transformers.generate see at runtime.
Run Hugging Face models in JavaScript or TypeScript with Transformers.js in Node.js or the browser.
Use when integrating Hugging Face Transformers.js (Xenova/transformers) for in-browser or in-Node inference, debugging quantized model loading, building bi-encoder / cross-encoder…
Transit Least Squares (TLS) algorithm for detecting exoplanet transits in light curves. Use when searching for transiting exoplanets specifically, as TLS is more sensitive than…
Plan and execute language-to-language server or application migrations with behavior parity. Use when porting modules, services, APIs, or runtimes between programming languages;…
Comprehensive expert on TravelPay payment processing API with deep domain knowledge, workflow expertise, and production-ready code generation capabilities
Architecting crawl and scraping systems — distributed crawler topology, URL frontier, politeness, and compliance. Architecture-only (no execution code).
Use when implementing any task using Test-Reinforced Development — separates test writing (Overseer) from implementation (Executor) with anti-cheating enforcement.
trdsql is a CLI tool that executes SQL queries directly on CSV, LTSV, JSON, YAML, and TBLN files. It supports PostgreSQL and MySQL syntax, can join data across multiple files and…
Trellis is a collection of Ansible playbooks for provisioning and deploying WordPress LEMP stack servers.
Manages Trello boards, lists, and cards via the Trello REST API. Use when the user wants to create cards, move tasks between lists, list boards, add comments, archive cards, or…
Triage a bug or issue by exploring the codebase to find root cause, then create a GitHub issue with a TDD-based fix plan.
Applied BCI research and neuro-informed content optimization using Meta's TRIBE v2 brain encoder. Predicts neural responses to media, UI, and content without brain scanners —…
Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design.
Trigger.dev is an open-source platform for building and deploying long-running background tasks, AI agents, and durable workflows in TypeScript.
Drafts U.S. commercial triple-net (NNN) lease agreements from deal materials. Triggers on term sheets, LOIs, or due-diligence packets where rent, taxes, insurance, and maintenance…
Display addons for Triptych — Python modules that generate dark-themed output (matplotlib, plotly, LaTeX, HTML, images).
Triton Inference Config - Auto-activating skill for ML Deployment. Triggers on: triton inference config, triton inference config Part of the ML Deployment skill category.
Answer questions about Tactical RMM (TRMM) — an open-source remote monitoring and management platform.
Diagnose and fix MCP server connection issues zwischen Claude Code, Claude Desktop, and MCP servers. Umfasst Windows argument parsing, Authentifizierung failures, transport…
Invoke when debugging failures, diagnosing unexpected behavior, or investigating test failures. Contains project-specific failure modes, diagnostic workflows, and known issues.
tRPC enables developers to build fully typesafe APIs in TypeScript without schemas, code generation, or runtime bloat.
Best practices for contributing code to TensorRT-LLM. Covers the official contribution process (issue tracking, fork workflow, DCO signing), coding guidelines, implementation…
Upgrade flashinfer-python version in TensorRT-LLM. Fetches the latest releases from GitHub (stable and nightly), compares with the current pinned version, lets the user pick a…
Review, design, and refactor TensorRT-LLM PyTorch MoE code for architecture fit, clean code, maintainability, and testability.
Use this when: set up an SMB or NFS share, my ZFS pool shows errors, automate dataset snapshots, replicate data to another NAS, fix dataset permissions for Docker containers, my…
Drafts an Assignment of Property to Trust document transferring assets from a grantor into a revocable or irrevocable trust.
Generate a public-facing security trust page from scan data. Produces a single deployable index.html that shows compliance framework scores, security policies, infrastructure…
Verify Einstein Trust Layer configuration for the target org and per-agent settings. Checks PII masking, FLS enforcement on grounding queries, zero-data-retention agreements with…
Remove pattern filters that second-guess RL model predictions. Trigger when: (1) signals show past threshold but status is HOLD, (2) pattern filter blocks model signals, (3)…
Build credibility through evidence, not claims. Patterns for social proof, testimonials, logo walls, case studies, and security badges.
Build and deploy AI agents with Cloudbase Agent (TypeScript), a TypeScript SDK implementing the AG-UI protocol.
Audit TypeScript and React code against expert-level best practices from 9 Total TypeScript library references.
A skill designed to assist in building TypeScript applications by providing guidance on project structure, component design, state management, and best practices for development.
A skill designed to review TypeScript code for quality, maintainability, and adherence to best practices, providing feedback and recommendations for improvement.
Test and debug APIs with Hoppscotch. Use when a user asks to test API endpoints, debug REST/GraphQL/WebSocket APIs, create API collections, or find a Postman alternative that's…
Use when authoring TypeScript libraries or npm packages - covers project setup, package.json exports, build tooling (tsdown/unbuild), API design patterns, type inference tricks,…