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软件工程 / 诊断修复
mobile-app-testing
mobile-app-testing
Mobile app testing with unit tests, UI automation, performance testing. Use for test infrastructure, E2E tests, testing standards, or encountering test…
软件工程 / 诊断修复
nextjs-dynamic-routes-params
nextjs-dynamic-routes-params
Guide for Next.js App Router dynamic routes and pathname parameters. Use when building pages that depend on URL segments (IDs, slugs, nested paths), accessing…
软件工程 / 诊断修复
quasar-skilld
quasar-skilld
Build high-performance VueJS user interfaces (SPA, PWA, SSR, Mobile and Desktop) in record time. ALWAYS use when writing code importing \"quasar\". Consult for…
软件工程 / 诊断修复
miles-rl-training
miles-rl-training
Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing…
研究学习 / 检索整理
guidance
guidance
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance…
软件工程 / 诊断修复
axiom-testing
axiom-testing
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest. Covers unit tests, UI tests, async testing, test…
研究学习 / 检索整理
constitutional-ai
constitutional-ai
Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from…
研究学习 / 检索整理
gguf-quantization
gguf-quantization
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible…
软件工程 / 诊断修复
axiom-tools
axiom-tools
Use when asking how to use Axiom, what skills are available, getting started with Axiom, capturing iOS simulator console output with xclog, or symbolicating…
软件工程 / 诊断修复
axolotl
axolotl
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support
软件工程 / 诊断修复
axiom-swiftui-nav-ref
axiom-swiftui-nav-ref
Reference — Comprehensive SwiftUI navigation guide covering NavigationStack (iOS 16+), NavigationSplitView (iOS 16+), NavigationPath, deep linking, state…
软件工程 / 诊断修复
conductor-validator
conductor-validator
Validates Conductor project artifacts for completeness,
通用助手 / 编排推荐
gmail
gmail
Send, search, and organize Gmail messages, drafts, and labels. Read full threads and get shareable Google Groups permalinks. Use when asked to compose an…
软件工程 / 诊断修复
golf-data
golf-data
PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news. Zero config, no API keys. Use when: user asks about golf scores, tournament leaderboards, scorecards, PGA Tour schedule, golfer profiles, golfer season stats, LPGA results, or golf news. Don't use when: user asks about other sports — use football-data (soccer), nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), mlb-data (MLB), tennis-data (tennis), cfb-data (college football), cbb-data (college basketball), or fastf1 (F1). For betting odds use polymarket or kalshi. For news use sports-news.
通用助手 / 编排推荐
cli-anything-drawio
cli-anything-drawio
cli-anything-drawio — an installable skill for AI agents, published by hkuds/cli-anything.
研究学习 / 检索整理
awq-quantization
awq-quantization
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited…
研究学习 / 检索整理
adk-docs
adk-docs
创建、审阅、更新和搜索 ADK 文档的指南 - 当用户询问编写、维护或审计 ADK 机器人文档时使用
研究学习 / 检索整理
evaluating-llms-harness
evaluating-llms-harness
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting…
研究学习 / 检索整理
outlines
outlines
Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize…
研究学习 / 检索整理
nsfc-research-content-writer
nsfc-research-content-writer
当用户明确要求"写/改研究内容""研究内容+创新+年度计划编排"时使用。为 NSFC 正文"(二)研究内容"写作/重构,并同步编排"特色与创新"和"三年年度研究计划",输出可直接落到 LaTeX 模板的三个 extraTex 文件。