LLM Mart Basic

Use when building geometry, maps, props, or generated assets with MCP or standalone Luau.

Use when scripting Roblox camera behavior, CFrame placement, screen raycasts, first or third-person views, or cutscenes.

Use when building Roblox menus, HUDs, shops, notifications, dialogs, or responsive cross-platform UI.

Use when handling Roblox keyboard, mouse, gamepad, touch, motion input, or cross-platform action binding.

Use for Roblox lighting, atmosphere, day/night, or post-processing effects.

Use when implementing Roblox multi-language support, translation tables, auto-translation, locale-specific content, or region detection.

Use when creating Roblox NPCs or enemies with pathfinding, state machines, line-of-sight or FOV detection, spawns, or AI update loops.

Use when building Roblox vehicles, ragdolls, projectiles, elevators, constraints, forces, or other physics-driven gameplay.

Use for Roblox Open Cloud APIs, API keys, OAuth 2.0, webhooks, scopes, token lifecycle, or in-experience HttpService calls.

Use before publishing or updating a Roblox experience to run evidence-backed release gates for the surfaces that changed.

Use when working with Roblox Studio through built-in MCP for scripts, scenes, generated assets, input, or playtesting.

Use when configuring Roblox tooling such as Rojo, Wally, Selene, StyLua, Lune, Aftman, luau-lsp, or CI/CD.

多平台账号主页视频提取器 — 输入平台名称和账号id/链接，自动拉取抖音/快手/B站/YouTube 四大平台主页作品，解析下载链接，支持批量下载。适用场景：竞品账号内容拆解与逐帧学习、收藏喜欢的创作者全部作品避免被删、批量搬运素材二次剪辑创作、保存自己账号作品做本地备份防丢失、课程/教程类视频离线囤货反复看、达人合作前快速拉取对方作品做背调分析。触发词：主页视频下载、批量下载视频、账号视频提取、快手主页下载、B站视频提取、YouTube频道下载、视频保存、无水印下载、竞品视频下载、博主视频备份。

深度A股情报调查与分析工具，支持A股情报调查、竞品分析、舆情监测、人物背景调查、信息交叉验证，生成结构化调查报告。当用户需要调查A股公司/行业/概念、调查竞品、追踪热点事件、了解人物背景、验证信息真实性时使用。触发词：A股情报、股票调查、财报分析、概念追踪、资金流向、情报调查、竞品分析、舆情调查、背景调查、信息验证、多源搜索。

B站AI信息源 — 每日扫描B站AI相关账号，按点赞量发现爆款视频，智能聚类话题后生成包含封面图、互动数据与订阅支持的HTML日报。同时基于热门话题执行AI情报调查，采用多引擎搜索与交叉验证，输出结构化调查报告。支持用户自定义关键词定向查询。⚠️数据每日15:00更新前一天数据，目标日期无数据时必须先告知用户并等待确认后才能调用接口，禁止自动获取。当用户需要AI-B站日报、B站爆款、AI-B站热点、B站AI内容、B站AI视频、B站情报或自定义关键词查询时使用。

B站评论分析工具。输入B站视频链接或BV号即可获取一级评论数据，支持分页浏览、评论情感分析（积极/负面/需求/竞品），生成精美 HTML 报告。当用户需要查看B站视频评论、分析评论舆情、了解用户反馈时使用。触发词：B站评论、B站视频评论、评论查询、评论分析、评论舆情、看评论、bilibili评论。

B站搜索批量下载工具。输入关键词即可搜索B站全站视频，支持按播放量/点赞/时间排序，搜索后自动批量获取全部高清下载链接。当用户需要查找B站视频、搜索B站内容、下载B站视频、采集B站素材时使用。触发词：B站搜索、bilibili搜索、B站下载、B站视频下载、b站搜视频、B站找素材、下载B站、bilibili下载。

B站视频下载 — 粘贴B站视频链接，一键解析返回无水印视频下载链接。当用户需要下载B站视频、保存B站视频、获取B站视频直链时使用。触发词：B站视频下载、bilibili视频下载、B站视频解析、下载B站视频、哔哩哔哩视频下载。

中国互联网品牌感知监测统一工具。聚合全网热榜追踪（hub）、小红书/抖音/公众号近30天深度讨论研究（cn30）、豆包/Kimi/DeepSeek AI 搜索品牌可见度分析（geo）三个互补模块，帮助品牌方/市场运营/内容创作者从「话题热度—真实口碑—AI 回答」三层视角全面感知品牌。当用户需要研究中国社交媒体热点、分析品牌舆情、对比竞品口碑、分析品牌在 AI 搜索中的表现、做 GEO 优化、追踪全网热点时使用。触发词：品牌感知、舆情监测、社媒研究、热榜聚合、AI 搜索可见度、GEO 分析、跨平台舆情、热点追踪、品牌口碑、品牌竞品对比、社媒热榜。

中国社媒平台话题研究工具。从小红书、抖音、公众号三大平台搜索近30天真实讨论，跨平台对比分析舆情趋势。当用户需要研究中国社交媒体热点话题、分析舆情趋势、对比品牌口碑时使用。触发词：小红书热点、抖音趋势、公众号舆情、跨平台分析、社媒研究、话题分析、舆情监测。

Fourteen posts of being wrong in production, compressed to checkboxes

Healthy nodes, a quiet network, 300 restarts in three days, and a latency budget measured in milliseconds

Discovery worked. Ping worked. Every TCP connection timed out, and later the tunnel only worked when someone had a terminal open.

Every VM came back. The cluster did not. Declarative systems converge on config, and the datapath isn't config.

A surprising share of AI-in-the-terminal failures aren't the AI. They're zsh, and a version of bash from 2006.

A Claude Code plugin turns standalone project configuration into a namespaced, installable extension that teams and communities can update as one unit.

None of the safety came from the model. It came from six boring habits.

Skills package instructions and references. Subagents run work in a separate context and return results. They solve different problems and can be composed deliberately.

Six hours in, one step left, everything green, and the incident that didn't happen

CLAUDE.md carries persistent project context. Skills load reusable procedures when relevant. Separating stable facts from task-specific workflows keeps both easier to maintain.

Twenty minutes recovering secrets that never existed, and the one sentence from a human that ended it

An API request routing a model's tool call through an approval gate to a remote MCP server

31 config keys, two audits, and why the first one was wrong in both directions

The official MCP Registry stores standardized server metadata rather than package code. Publishers verify a namespace, describe installation or remote access, and submit immutable versions.

Everyone looks at the Dockerfile. The file that actually leaked the key was the project file.

Remote MCP authorization uses established OAuth standards, but secure integration still requires issuer validation, least-privilege scopes, protected token handling, and server-side enforcement.

"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks

stdio fits local processes and prototypes. Streamable HTTP fits hosted services and shared integrations. The right choice follows where the capability runs and who must reach it.

The most important rule wasn't about what I could change. It was about what I was allowed to display.

Tools perform operations, resources expose readable context, and prompts provide reusable templates. Choosing the correct primitive makes an MCP server easier to understand and govern.

Generate API documentation from code

Update or generate YAML documentation for SQL models with proper descriptions and tests

Configure end-to-end testing suite

Generate accurate project time estimates

Analyze and explain code functionality

Explain how tasks in an issue were implemented with detailed breakdown

Search and locate tasks across all orchestrations using various criteria.

Apply the Five Whys root cause analysis technique to systematically investigate issues

Analyze and fix a GitHub issue with comprehensive testing and verification

Fix a specific issue or problem with the given identifier or description

Fetch unresolved comments for current branch's PR and fix them

Generate and analyze future scenarios with plausibility scoring, trend integration, and uncertainty quantification.

Auto-generate API reference documentation

You are tasked with generating a technical work log comment for a Linear issue based on recent git commits.

Generate comprehensive test cases automatically

Generate comprehensive test suite for $ARGUMENTS following project testing conventions and best practices.

Show detailed git repository status

Deploy critical hotfixes quickly

Verify repository is in working state by running CI checks and fixing issues

Design and implement caching solutions

The fastest way to put Volcengine Ark in your terminal and your AI agent — go from prompt to generated media, multimodal answer, or deployed endpoint in a sin…

本地私有、开源的自进化跨平台 AI 内容发现 Agent：先理解你，再主动从 B站、小红书、抖音、YouTube、X、知乎、Reddit、微博等平台与开放 Web 寻找内容。（支持 deepseek harness 插件） | Local-first open-source cross-platform AI cont…

Persistent memory for AI coding agents — one verified kb_search replaces the grep/find/ls orientation loop. Cross-repo, CPU-only, zero token spend.

AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Co…

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, and autonomous payments. MCP server · x402 · Solana/EVM · Three.js. Embe…

XLSX parser for LLMs, RAG, LangChain, LangGraph, CrewAI, Claude, MCP — turns Excel (.xlsx) into citation-ready JSON with formulas, charts, dependency graphs, an…

Hermes-Relay — Your Hermes AI agent, in your pocket — chat, voice, and control.

A minimalist, terminal-native coding agent written in C.

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

AI pair programming in your terminal — one static binary, sub-ms startup, any model

Where data access meets operational intelligence

Build your own security agents. Open-source framework for agents with live, read-only access to your infrastructure, with no path to widen it. Reasons across AW…

Multi-workspace terminal aggregator with Claude Code AI integration

Go implementation of AI coding agent

Harness engineering beginner tutorial, from 0 to 1

Generate images directly in DeepSeek Harness chats

A smarter, self-hosted AI assistant — multi-user, multi-agent.

Turn any research paper into a commercialization report — 6 AI agents, TRL/MRL scoring, patent landscape, market intelligence, verified citations. DeepSeek / Op…

Power BI CLI - semantic models (.NET TOM) and PBIR reports for token-efficient AI agent usage, built for Claude Code