发现 Skills

Writing XML doc comments. Tags, inheritdoc, GenerateDocumentationFile, warning suppression.

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.

Synchronize state and communicate between Aris (local) and Xiaoyue (remote). Use when collaborating across hosts, sharing context, or reporting progress. Endpoints used: http://localhost:3001/send and the HTTPS-enforced https://chat.wutao6.cfd/send. Includes two-way credential management (Aris_🌬️/aris-secret-key, Xiaoyue_🍵/xiaoyue-secret-key) and enforces that messages end with one of two tags ([This conversation round has ended, do not reply] or [Awaiting your reply]) to prevent infinite loops between AIs.

Search Douyin (douyin.com) for popular videos matching a specified keyword and post comments. This skill is triggered for Douyin search-and-comment tasks when the user says phrases like 'Douyin comment', 'Search XX on Douyin and post comments', 'Douyin interaction', or 'Execute: Douyin XX top N comments'.

Use this skill when the user asks about US-Canada cross-border CMV operations — CVOR (Commercial Vehicle Operator's Registration), NSC (National Safety Code), Ontario / Quebec / BC specific rules, US carrier obtaining Canadian operating authority, FAST card for drivers, customs (CBSA), Health Canada hazmat, and how Transport Canada equivalents differ from US FMCSA. Reference USMCA + Transport Canada NSC 14.

Use this Skill when the user asks specifically about preparing for the New Entrant Safety Audit (NESA) under 49 CFR 385 Subpart D — different from a Compliance Review. Covers what auditors look at, the 18-month window, automatic failure conditions, the 60-day fix window, what to NOT do, and how to convert from "new entrant" to permanent authority. Cite 49 CFR 385.301-321.

Control Philips Hue lights and scenes via the OpenHue command-line interface.

Backend development patterns for services, error handling, logging, caching. Use when building backend services, APIs, or microservices.

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Development principle: the LLM is responsible for synthesis and judgment, while code handles only deterministic data collection. When receiving a requirement, first determine the boundaries.

Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.

Core skill for ESP32/ESP-IDF firmware development. Covers the ESP-IDF framework, FreeRTOS, memory management, peripherals, Wi‑Fi/BLE, OTA updates, and embedded C++ patterns. Use when writing, debugging, or reviewing ESP32 firmware code.

Automates Dockerfile optimization, multi-stage build configurations, and container security hardening.

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

Scale a deployment to a specified number of replicas. Used for both scaling up (to handle load) and scaling down. Keywords: scale, replicas, deployment, statefulset, horizontal scaling, pod count.

Voice AI Knowledge Base manager. Read/write Google Docs and sync content to Supabase for prompt injection. USE WHEN kb, knowledge base, sync kb, read doc, write doc, update kb, kb content, google doc, sync doc.

Extract system improvements from content AND monitor external sources (Anthropic ecosystem, YouTube). USE WHEN upgrade, improve system, system upgrade, analyze for improvements, check Anthropic, Anthropic changes, new Claude features, check YouTube, new videos. SkillSearch('upgrade') for docs.

X API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup, follower extraction, engagement metrics, giveaway contest draws, trending topics, account monitoring, reply/retweet/quote extraction, community & Space data, mutual follow checks. Works with Claude Code, Cursor, Codex, Copilot, Windsurf & 40+ agents.

Query current weather and forecasts (no API key required).

A skill to implement an admin panel for Ruby on Rails using Hotwire (Turbo + Stimulus), including end-to-end tests with Playwright.

A skill for implementing APIs and admin dashboards in Ruby on Rails based on API specifications defined in JSON. It orchestrates the overall process and advances the implementation by following detailed guidelines for each step.

文件搜索、目录浏览、文件内容读取和基本文件操作

查询当前系统的硬件、网络、磁盘等运行信息

将文本转换为语音文件，支持中文和多语言朗读