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软件工程 / 诊断修复
tauri-event-system
tauri-event-system
Advanced Tauri event patterns for bidirectional communication, streaming data, window-to-window messaging, and custom event handling
数据与分析 / 分析洞察
data-analysis
data-analysis
Data analysis, visualization, and storytelling skill for financial and RevOps contexts. Use when: analyzing revenue data, building forecasts, cohort analysis, churn modeling, pipeline analytics, creating data-driven reports, building dashboards, cleaning messy data, sanity-checking analytical claims, exporting to Excel with formulas, or extracting data from PDFs. Features decision logging, bias-aware interpretation, and progressive disclosure (slide deck -> detailed report -> full notebook with all decisions documented).
研究学习 / 检索整理
AI 研究复现
ai-research-reproduction
README 优先的 AI 仓库复现主编排器。当用户需要端到端、最小可信的复现流程,且该流程会读取仓库…
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
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…
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
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…
通用助手 / 编排推荐
marketplace-fulfillment
marketplace-fulfillment
Apply when implementing fulfillment, invoice, or tracking logic for VTEX marketplace seller connectors. Covers the External Seller fulfillment protocol:…
软件工程 / 诊断修复
tailwindcss-framework-integration
tailwindcss-framework-integration
Tailwind CSS integration guide for React, Vue, Next.js, and other frameworks
研究学习 / 检索整理
sparse-autoencoder-training
sparse-autoencoder-training
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use…
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…
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…
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…
软件工程 / 部署发布
aglais-xqvm-quantum-vm
aglais-xqvm-quantum-vm
精通 Aglais XQVM,一种硬件无关的 Rust 量子虚拟机,用于面向量子退火机的 QUBO/Ising 二元优化模型。
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
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
axiom-swift
axiom-swift
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
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
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.
软件工程 / 诊断修复
axiom-in-app-purchases
axiom-in-app-purchases
Use when implementing in-app purchases, StoreKit 2, subscriptions, or transaction handling - testing-first workflow with .storekit configuration, StoreManager…