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软件工程 / 诊断修复

tauri-event-system

tauri-event-system

200

Advanced Tauri event patterns for bidirectional communication, streaming data, window-to-window messaging, and custom event handling

Stars 44
frontendbackendtaurievent

数据与分析 / 分析洞察

data-analysis

data-analysis

200

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).

Stars 11
uiworkflowdataanalysis

研究学习 / 检索整理

AI 研究复现

ai-research-reproduction

200

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…

Stars 103
uiauditagentresearch

软件工程 / 诊断修复

axolotl

axolotl

200

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

Stars 8,471
uiapillmdebugging

研究学习 / 检索整理

constitutional-ai

constitutional-ai

200

Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from…

Stars 8,473
uiconstitutionalanthropicmethod

软件工程 / 诊断修复

mobile-app-testing

mobile-app-testing

200

Mobile app testing with unit tests, UI automation, performance testing. Use for test infrastructure, E2E tests, testing standards, or encountering test…

Stars 147
reactuiperformancetesting

软件工程 / 诊断修复

miles-rl-training

miles-rl-training

200

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…

Stars 8,481
backenduiperformancemiles

通用助手 / 编排推荐

marketplace-fulfillment

marketplace-fulfillment

200

Apply when implementing fulfillment, invoice, or tracking logic for VTEX marketplace seller connectors. Covers the External Seller fulfillment protocol:…

Stars 28
uiapillmmarketplace

软件工程 / 诊断修复

tailwindcss-framework-integration

tailwindcss-framework-integration

200

Tailwind CSS integration guide for React, Vue, Next.js, and other frameworks

Stars 36
reactnextjsvuetailwind

研究学习 / 检索整理

sparse-autoencoder-training

sparse-autoencoder-training

200

Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use…

Stars 8,489
uigithubsparseautoencoder

软件工程 / 诊断修复

nextjs-dynamic-routes-params

nextjs-dynamic-routes-params

200

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…

Stars 93
nextjsuidynamicroutes

研究学习 / 检索整理

awq-quantization

awq-quantization

200

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…

Stars 8,471
backendllmawqquantization

软件工程 / 诊断修复

axiom-testing

axiom-testing

200

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…

Stars 902
uitestingdebuggingaxiom

软件工程 / 部署发布

aglais-xqvm-quantum-vm

aglais-xqvm-quantum-vm

200

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。

Stars 0
uideploymentaglaisxqvm

研究学习 / 检索整理

adk-docs

adk-docs

200

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

Stars 0
uiauditworkflowadk

软件工程 / 诊断修复

axiom-swiftui-nav-ref

axiom-swiftui-nav-ref

200

Reference — Comprehensive SwiftUI navigation guide covering NavigationStack (iOS 16+), NavigationSplitView (iOS 16+), NavigationPath, deep linking, state…

Stars 902
designuiapirag

软件工程 / 诊断修复

axiom-swift

axiom-swift

200

Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.

Stars 902
uiragaxiomswift

软件工程 / 诊断修复

axiom-tools

axiom-tools

200

Use when asking how to use Axiom, what skills are available, getting started with Axiom, capturing iOS simulator console output with xclog, or symbolicating…

Stars 902
uiaxiomtoolsasking

软件工程 / 诊断修复

golf-data

golf-data

200

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.

Stars 102
uiapigolfdata

软件工程 / 诊断修复

axiom-in-app-purchases

axiom-in-app-purchases

200

Use when implementing in-app purchases, StoreKit 2, subscriptions, or transaction handling - testing-first workflow with .storekit configuration, StoreManager…

Stars 902
uitestingworkflowaxiom

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