Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions. — from 88lin/my-skills
Four-phase debugging methodology with root cause analysis. Use when investigating bugs, fixing test failures, or troubleshooting unexpected behavior.
Root cause analysis for debugging. Use when bugs, test failures, or unexpected behavior have non-obvious causes, or after multiple fix attempts have failed.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from bg-szy/TOP-SKILLS
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from bg-szy/TOP-SKILLS
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from bg-szy/TOP-SKILLS
Four-phase root cause investigation before attempting fixes. Use when debugging bugs, test failures, or unexpected behavior.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Four-phase framework ensuring understanding before attempting solutions.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis — from…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from bg-szy/TOP-SKILLS
Stop guessing when something breaks, preserve evidence, reproduce the failure, isolate the cause, and verify the fix before resuming work.
Processus de debugging systématique une fois la cause identifiée. MANDATORY pour bug fixing. À utiliser lors de correction de bugs, debugging, ou quand l'utilisateur demande de…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis — from…
Systematic theology as a method — the organization of doctrine into a coherent structure with defined loci (God, creation, humanity, sin, Christ or analogous figure, salvation,…
Systemd user-level service patterns for running host processes (Node.js, Go binaries, ttyd) alongside Docker containers, with proper PATH configuration, NVM integration, service…
Use when targeting 《系统工程理论与实践》(Systems Engineering Theory and Practice — 中国系统工程学会会刊, 中国科协主管, 1981 年创刊月刊, 国自然管理科学 A 级 / EI 收录) or deciding whether a Chinese…
You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications.
Issue, cancel, and fetch Hungarian invoices via the szamlazz.hu Agent API. Handles VAT calculation, NAV taxpayer lookup, partner caching, and PDF generation.
Type-safe environment variable validation with @t3-oss/env-nextjs and Zod. Build-time validation ensures all required env vars are present and correctly typed.
Extracts structured tables from PDF documents using Tabula-java with lattice and stream detection modes.
Use when you have multiple independent implementations of the same data format reader (e.g., Rust, Python, R versions) and need to verify they produce identical or equivalent…
Browser automation via 70 tabz MCP tools. Use when taking screenshots, filling forms, debugging network requests, testing responsive design, or using text-to-speech notifications.
Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server — from…
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification.
Detects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns (Entities, Value Objects, Aggregates, Domain Services,…
Review tài liệu kiến trúc phần mềm (TAD / SAD / Architecture Document) để đảm bảo chất lượng theo chuẩn ISO/IEC/IEEE 42010:2011 kết hợp arc42 template.
Aggregate and follow logs from matching Kubernetes pods during incident triage without hopping pod by pod.
Deploy Android debug build to a physical device over Tailscale + Wireless ADB. Use when user wants to install a fresh APK on their phone remotely (from gym, cafe, anywhere outside…
Provides comprehensive Tailwind CSS utility-first styling patterns including responsive design, layout utilities, flexbox, grid, spacing, typography, colors, and modern CSS best…
Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. — from ThaiQuangSon031108FSDev/AlgoSphere-Enterprise
Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. — from bg-szy/TOP-SKILLS
Frontend React 19 + TypeScript 5.7+ + TailwindCSS v4 + shadcn/ui dla Vite SPA. Komponenty, React Query, formularze (RHF + Zod), testowanie (Vitest + RTL + MSW), lazy loading,…
Set up Tailwind v4 with shadcn/ui using @theme inline pattern and CSS variable architecture. Four-step pattern: CSS variables, Tailwind mapping, base styles, automatic dark mode.
Takaro Rust connector repository knowledge — Carbon plugin architecture, Docker dev server, deploy/reload workflow, and development patterns. Use when working on this codebase.
nrslib/takt の新バージョンリリース時に、takt-*スキル群（takt-task-builder, takt-workflow-builder, takt-facet-builder, takt-analyzer, takt-optimizer）を最新のtaktバージョンに追従させるスキル。…
Correlates recent repo history (git, CHANGELOG, TalentCo-scoped code) with the TalentCo MVP Development board in Linear, drafts state/comment/retro issue plans, optional…
Use when the user asks about Macey Baker and Baruch Sadogursky's workshop-style AI Native DevCon session on turning repeated agent work into skills, rules, scripts, hooks, and…
Summarizes, explains, and answers questions about Dave Farley's talk 'Vibe Coding — Is this really the best we can do?', including key arguments, frameworks, and recommendations.
Answers questions about Lamis's (Anthropic) AI Native DevCon talk on context engineering, agent memory systems, and dreaming — an asynchronous, out-of-band memory-curation…
Use when the user asks about Dana Lawson's talk \"Built for Humans. Now Agents Are Here.\" (Netlify CTO, 2026) — including questions about Agent Experience (AX), the AX paradox,…
Answers questions about, summarises key insights from, and helps apply concepts from Simon Martinelli's talk \"Lessons from Spec-driven Development\" — providing verbatim-grounded…
Explains Oleg Selajev's Docker Sandboxes talk and helps design safe, conceptual agent-isolation policies: file-sharing boundaries, network policy, secret isolation, audit…
Summarizes Rob Sloan's harness-engineering talk and creates safe design artifacts for agent context beyond code: product-intent packets, design constraints, acceptance criteria,…
Explains Paul Stack's architecture-first AI workflow and helps create safe design artifacts: intent documents, architecture constraints, planner/reviewer loops, UAT criteria, and…
Use when the user asks about Ian Thomas's talk \"AI Native Engineering\" (Meta / Reality Labs / Horizon Experiences) — including questions about Meta's AI4P (AI For Productivity)…
Summarizes, explains, and applies Lars Trieloff's AI Native DevCon talk on browser-native agents. Use for browser agents, running AI in the browser, browser-as-runtime…
Talkdown — An AI-based execution language. Markdown documents are programs, LLMs are the runtime. Supports document chaining, hybrid AI/code execution, pluggable LLM providers,…
Talon 多模融合数据引擎使用指南。当用户需要使用 Talon 数据库进行开发时触发：包括 SQL 查询、KV 存储、向量搜索、时序数据、消息队列、全文检索、地理空间、图数据库、AI 引擎（Session/Context/Memory/RAG/Agent/Trace）。也适用于：选择 Talon 引擎模块、使用…
The STANDARD engineering workflow for the tandem system. Trigger on any development, debugging, or feature work driven through tandem — build, create, implement, fix, add,…
Build type-safe React apps with TanStack Query (data fetching, caching, mutations), Router (file-based routing, search params, loaders), and Start (SSR, server functions,…
TanStack Query (React Query) best practices for data fetching, caching, mutations, and server state management.
Build a full-stack TanStack Start app on Cloudflare Workers from scratch — SSR, file-based routing, server functions, D1+Drizzle, better-auth, Tailwind v4+shadcn/ui.
TanStack Start server/client code boundary patterns. Use when: debugging virtual module resolution errors (tanstack-start-injected-head-scripts, tanstack-start-manifest,…
Integrate a HuggingFace Computer Vision model into the NVIDIA TAO Toolkit ecosystem (tao-core config, tao-pytorch trainer, tao-deploy TensorRT pipeline).
Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA, ingestion of customer-supplied pre-generated…
Start, query, and stop a network-specific TAO inference microservice ({network_arch}-inference-microservice) by delegating container execution to the appropriate platform skill.
Brev managed GPU instances with Docker support. Use when running TAO training, evaluation, or inference on
Kubernetes execution platform — submits TAO container jobs as single-pod k8s Jobs with NVIDIA GPU scheduling.
Local Docker execution for TAO SDK job containers using the host Docker daemon and NVIDIA GPU runtime. Use