PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.
Quellsprache: Englisch
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Skills in diesem Repository
SkillsMP hat 238 Skills aus nix-community/nur-combined gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
nix-community/nur-combinedEs werden 40 von 238 gesammelten Skills angezeigt.
PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.
Quellsprache: Englisch
React 18/19 patterns including hooks discipline, server/client component boundaries, Suspense + error boundaries, form actions, data fetching, state management decision trees, and accessibility-first composition. Use when writing or reviewing React components.
Quellsprache: Englisch
React and Next.js performance optimization patterns adapted from Vercel Engineering's React Best Practices (https://github.com/vercel-labs/agent-skills). Organizes 70+ rules across 8 priority categories — waterfalls, bundle size, server-side, client fetching,…
Quellsprache: Englisch
React component testing with React Testing Library, Vitest/Jest, MSW for network mocking, accessibility assertions with axe, and the decision boundary between component tests and Playwright/Cypress end-to-end runs. Use when writing or fixing tests for React…
Quellsprache: Englisch
Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or…
Quellsprache: Englisch
Idiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications.
Quellsprache: Englisch
Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.
Quellsprache: Englisch
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
Quellsprache: Englisch
Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.
Quellsprache: Englisch
Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support.
Quellsprache: Englisch
Vite build tool patterns including config, plugins, HMR, env variables, proxy setup, SSR, library mode, dependency pre-bundling, and build optimization. Activate when working with vite.config.ts, Vite plugins, or Vite-based projects.
Quellsprache: Englisch
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
Quellsprache: Englisch
Git workflow patterns including branching strategies, commit conventions, merge vs rebase, conflict resolution, and collaborative development best practices for teams of all sizes.
Quellsprache: Englisch
Comprehensive Clean Code audit across eight rule families (comments C1-C5, environments E1-E2, functions F1-F4, naming N1-N7, architecture G1-G10, hygiene G11-G20, logic G21-G36, tests T1-T9). Partitioned — run all aspects or a chosen subset. Invoked by…
Quellsprache: Englisch
Review code for simplification and over-engineering — reduce cyclomatic complexity, deep nesting, and boilerplate; delete reinvented stdlib, unneeded dependencies, and speculative abstractions. Use when code is hard to read, overly complex, or…
Quellsprache: Englisch
Review automated test-suite effectiveness — behavioral correctness, assertion strength, false positives, missing cases, test-level fit, flakiness risk, and meaningful coverage. Use when auditing whether tests actually catch bugs, not just whether they pass.…
Quellsprache: Englisch
Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files
Quellsprache: Englisch
Run nix-update across all packages in this repo, fix build failures, and land each package's changes as its own separate jj commit. Use when asked to "update all packages", "bump everything", "run nix-update on all packages", or similar bulk-update requests.
Quellsprache: Englisch
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from…
Quellsprache: Englisch
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, matrices, runners, reusable workflows, artifacts, caching, secrets, OIDC, deployments, custom actions, or Actions Runner…
Quellsprache: Englisch
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences (useAnimate), loaders, and the full API decision tree. Requires motion-foundations.
Quellsprache: Englisch
Motion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React / Next.js using motion/react. Foundation layer — all other motion skills depend on this.
Quellsprache: Englisch
Production-ready animation patterns for React / Next.js — button, modal, toast, stagger, page transitions, exit animations, scroll, and layout — built on motion-foundations tokens and springs.
Quellsprache: Englisch
Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more.
Quellsprache: Englisch
Cisco IOS and IOS-XE review patterns for show commands, config hierarchy, wildcard masks, ACL placement, interface hygiene, and safe change-window verification.
Quellsprache: Englisch
Practical home and homelab network planning for gateways, switches, access points, IP ranges, DHCP reservations, DNS, cabling, and common beginner mistakes.
Quellsprache: Englisch
Pi-hole installation, blocklist management, DNS-over-HTTPS setup, DHCP integration, local DNS records, and troubleshooting broken DNS resolution on a home network.
Quellsprache: Englisch
Segmenting home networks into VLANs for IoT, guest, trusted, and server traffic using UniFi, pfSense/OPNsense, and MikroTik — including switch trunk config, firewall rules, and wireless SSID mapping.
Quellsprache: Englisch
WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients.
Quellsprache: Englisch
Safe Python Netmiko patterns for read-only collection, bounded batch SSH, TextFSM parsing, guarded config changes, timeouts, and network automation error handling.
Quellsprache: Englisch
Diagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe evidence collection.
Quellsprache: Englisch
Pre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps, stale references, management-plane risk, and IOS-style security hygiene.
Quellsprache: Englisch
Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts.
Quellsprache: Englisch
Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring.
Quellsprache: Englisch
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Quellsprache: Englisch
gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs.
Quellsprache: Englisch
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
Quellsprache: Englisch
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Quellsprache: Englisch
Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
Quellsprache: Englisch
Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.
Quellsprache: Englisch