LLM Mart Basic

装修建材选购专用 Skill。覆盖瓷砖、木地板、涂料乳胶漆、板材、门窗玻璃、五金管件、防水材料、美缝填缝、石材岩板、踢脚线等主材辅材的选购避坑，整合西安装修课堂装修知识库精华，帮用户把钱花在刀刃上，材料不踩坑。

装修设计技巧大全专用 Skill。覆盖布局与动线、收纳设计、风格与配色、空间设计技巧、免费设计与避坑、设计综合等全流程，倒序整合西安装修课堂会员版知识库精华，帮用户装出更省心、不踩坑的装修设计技巧。

装修省钱指南专用 Skill。覆盖不值得花钱、值得花钱、砍价与报价、省钱技巧、预算规划与分配等全流程，倒序整合西安装修课堂会员版知识库精华，帮用户装出更省心、不踩坑的装修省钱。

装修施工手册专用 Skill。覆盖拆改交底、水电施工、瓦工贴砖、木工吊顶、油漆墙面、防水闭水、隐蔽工程、工序工期、验收监工等全流程施工避坑，整合西安装修课堂装修知识库精华，帮用户看懂工地、盯住关键节点，施工不返工。

装修五金选购指南专用 Skill。覆盖地漏与下水、龙头花洒与水槽、铰链滑轨与家具五金、门锁与挂件、选购原则与避坑、五金综合等全流程，倒序整合西安装修课堂会员版知识库精华，帮用户装出更省心、不踩坑的装修五金选购。

装修验收指南专用 Skill。覆盖水电隐蔽工程、瓦工木工验收、竣工验收与收房、验收工具与清单等全流程，倒序整合西安装修课堂会员版知识库精华，帮用户装出更省心、不踩坑的装修验收。

【全屋定制业主必看】你正在做全屋定制吗？不知道板材怎么选、怕被套餐套路、担心增项加钱、不知道怎么验收？这个Skill内置装修课堂知识库，直接回答你的问题——问板材、问计价、问套餐、问商家选择、问安装验收，全部覆盖。适合正在做全屋定制功课、准备签约或已经下定的业主。

【收纳储物必看】装修前不会规划收纳，入住半年家变仓库？这个 Skill 内置装修课堂会员版「📦家居收纳储物方法」152篇原创知识库，专门讲收纳储物——收纳是家的骨架、柜子不是越多越好、收纳本质是把东西藏起来、收纳加勤快缺一不可。问玄关鞋柜怎么装、问厨房9个收纳位置、问衣柜衣帽间怎么做、问小户型怎么榨干每1平米、问收纳避坑和鸡肋神器，全部覆盖。适合正在装修、准备收纳规划、家里东西多总是乱、想做满墙柜/通顶柜/800库的业主。

【老房改造业主必看】你家的房子是老房、旧房、二手房吗？担心拆除被坑、水电要不要全换、承重墙不敢动、费用比新房贵太多？这个Skill内置装修课堂知识库，直接回答你的问题——问拆除、问水电、问费用、问结构安全、问厨卫翻新、问精装房怎么改，全部覆盖。适合正在考虑老房翻新、二手房装修、精装房改造的业主。

【选装修公司必看】你正在找装修公司吗？不知道怎么选、怕被坑、担心中途加钱、想提前排查风险？这个Skill内置专业装修知识体系（5篇核心参考文献），直接教你筛选方法——问怎么选公司、问哪些公司不能选、问报价单怎么看、问合同怎么签、问中途加钱怎么办，全部覆盖。适合正在选装修公司、拿到报价单不知怎么看、担心被坑的业主。

本Skill内置从学到装｜装修课堂知识库，专门帮业主审核装修合同、识别预算陷阱、防范定金套路、避免增项偷项、看懂报价单、判断售后保障。适合准备签装修合同、拿到报价单不知怎么看、被要求交定金、遇到中途加钱的等场景使用。触发场景包括"装修合同怎么签""报价单怎么看""定金能退吗""套餐能签吗""装修增项怎么办""怎么选装修公司"等涉及装修合同审核的所有问题。

【装修最怕加钱必看】你担心装修中途不断加钱吗？报价单看不懂、增项防不住、水电开工后翻倍、拆除冒出各种刺客？这个Skill专治各种加钱套路——问增项、问加钱、问报价单、问隐形消费、问偷项漏项、问预算超了，全部覆盖。适合拿到报价单、准备签合同、担心中途被加价的业主。

【拿到报价单必看】你拿到装修报价单了吗？看不懂、怕被坑、不知道价格合不合理？这个Skill内置装修课堂知识库，直接帮你审核报价单——问报价单怎么看、问预算陷阱、问单价猫腻、问隐形消费、问水电估价、问半包全包区别、问厨卫费用，全部覆盖。适合拿到报价单不知怎么看、比较多家报价不知怎么选、被低价吸引担心有坑的业主。

【装修方案拿不准必看】你的装修方案合理吗？不知道布局对不对、收纳够不够、风格怎么选、户型能不能改？这个Skill内置装修课堂381篇文章，直接诊断你的方案——问设计布局、问户型改造、问收纳规划、问风格搭配、问翻车避坑、问设计师怎么选，全部覆盖。适合正在确认方案、担心布局不合理、想优化空间利用的业主。

【装修隐蔽工程必看】水电是装修第一步、最容易被坑的环节——绕路加米数、不估价坐地起价、进口水管忽悠、水电包死偷工、走顶多花钱、横平竖直当质量、验收一堆专业名词看不懂？这个Skill专治各种水电套路，覆盖水电规划、计费方式、估价谈判、验收标准、常见坑点。适合拿到水电报价、准备交底、担心被加价、想自己看懂水电的业主。

【第一次装修必看】你是第一次装修吗？不知道从哪下手、不清楚下一步该做什么、担心被工长忽悠、想搞清楚装修全流程？这个Skill内置装修课堂知识库，直接教你装修全流程——问收房验房、问开工交底、问拆除砌墙、问水电改造、问瓦工防水、问木工吊顶、问油漆墙面、问安装验收、问工期管理，全部覆盖。适合第一次装修、想搞清楚每一步该做什么的业主。

【装修环保必看】你担心装修污染吗？怕甲醛超标、不知道环保材料怎么选、被甲醛治理公司忽悠、搞不懂E0/ENF级？这个Skill内置装修课堂知识库，直接教你环保真相——问甲醛、问板材环保、问乳胶漆、问壁纸壁布、问甲醛治理、问通风方法，全部覆盖。适合担心装修污染、有孩子/老人要入住、想装出健康家的业主。

【装修翻车必看】你家装修翻车了吗？瓷砖空鼓、墙面开裂、漏水、尺寸错了、插座不够、灯偏了？这个Skill内置装修课堂知识库，直接教你怎么补救——问翻车怎么办、问补救方法、问修复成本、问能不能自己搞定，全部覆盖。适合装修已经翻车、不知道怎么办、返工成本太高想找替代方案的业主。

【装修小白必看】你是第一次装修的小白吗？什么都不知道、不知道问什么、怕被坑又不知道坑在哪？这个Skill覆盖装修全流程——问找公司、问签合同、问施工、问选材、问设计、问布局、问家具家电，一站式解答你的装修疑问。适合装修小白、第一次装修、不知道从哪下手的业主。

【算装修要花多少钱】输入户型/面积/新房旧房/装修档次，一键估算装修预算——半包施工费、主材费、定制柜、间接费全算清，并告诉你预算单怎么看、容易超在哪。适合想知道"我家装修大概多少钱""半包全包差多少""预算怎么做才不超"的业主。

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.

Discover testnet↔mainnet subnet lineage from repo configs and open a PR for review (pass --dry-run to report only)

Triage raw inbox notes into reviewed repository destinations without deleting their sources.

Audit and rewrite content to remove AI writing patterns

Log a completed piece of content to content/log.md after the user confirms it was published.

Validate a dream artifact, review each proposal, and apply only individually accepted changes.

Run a curator pass against the validated memory directory and produce a proposal artifact.

End a session — log what happened, update state and the decision log, propose memory updates, and check for uncommitted or unpushed work

Find relevant context files by topic. Use when you need to load files for a topic without a slash command, or when a task spans multiple domains.

Inventory and migrate selected Gemini CLI workflows with dry-run review and parity checks.

Find repeated workflows in selected Gemini CLI sessions and draft portable skills after review.

Scan multi-session drift and offer individually reviewed fixes only after explicit approval.

Scan orphaned worktrees and stale branches, then offer explicit approval-gated cleanup.

Guided onboarding or import for durable workspace context

Start a session — load state files, flag staleness, and give a briefing on current priorities, deadlines, and blockers

Create a morning heartbeat from repository state and update the local heartbeat log.

Mid-session checkpoint — append progress to today's session log and update state files if a priority shifted, without ending the session

Maintainer-only. Find every file that would newly ship to adopters, classify each one against the written distribution-boundary categories, default to withhold on no clean match, and ask the maintainer only where the taxonomy does not settle it. Drives the release CLI, which refuses to produce a manifest until every shipping file has an answer.

Audit memory, wiki, and auto-loaded files for duplication, conflicting instructions, and stale content. The default path researches, then asks you a single Apply / Discuss / Decline question; on Apply it applies the report, files any out-of-scope problem as a tech-debt issue, then commits, opens a PR, and merges it on a main-branch run like /update-deps. Pass --apply to re-run the apply-and-publish stage against the most recent report.

Fix the tech-debt backlog, a single issue or a recommended related batch, highest severity then oldest first, on a fresh isolated branch through the audit gate, closing the issue(s) on merge. Pass `list` to see the ordered backlog, `why <issue-number>` to explain the recommendation, or a bare `<issue-number>` to fix that issue directly.

Health-check and auto-heal this project's Claude integration, triage, heal, verify, and report an F-to-A+ grade.

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightwei…

Open-source AI browser agent for web automation: a web browsing agent and computer-use agent in plain English. Browser MCP for Claude Code and Gemini CLI.

Agent-native trading terminal built on DeepSeek Harness. Crypto, US, CN and HK in one three-column GUI, 19+ hot-swappable connectors, dry-run by default with hu…

Open-source desktop and web coding agent with a first-party host and harness, durable sessions, model connections, streaming chat, and workspace tools.

OrcaReplay — Time travel for AI agents. Record, replay, fork, and debug any agent run with any model. Built by the OrcaRouter.ai team.

A complete toolkit for connecting R and LLMs

OpenSRE — the memory-first AI SRE. Self-hosted incident investigation with episodic memory, knowledge graph, web console, Slack & Teams. opensre.in

A desktop AI coding assistant that works with your local projects. Ally helps you understand code, edit files, search a workspace, manage tasks, and complete de…

【在线免费使用】 简单快速将SQL或DBML转换为美观的ER图（支持 Agent Skill）/ The best SQL to ER Diagram converter (Support Agent Skill).

Operation-bound protection for autonomous AI agents: contain and verify operations before committing changes, understand intent and risk across long-running wor…

Local-first AI coding agent desktop: Electron + Rust host core + pi Agent Harness + user-installable plugins

Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol…

Self-hosted AI agent workspace with tool calling, MCP, multi-model routing, sandboxed execution, multi-agent workflows, and LLM-authored 3D character animation…

Automated TDD enforcement for Claude Code

High-performance platform for building websites, e-commerce, and web applications—with Native AI, JavaScript development, and a marketplace for portable sites a…

Autonomous AI-agent orchestration engine for job discovery with decision traces, tool adapters, and production-grade run control.

Token efficient Claude Code full Python rebuild. AI Coding Agent in 310K LoC Python.

OPC — One Person Company. A full team in a single Claude Code skill. Adaptive agent orchestrator with 21 built-in roles, 6 flow templates, and adversarial quali…

Open-source, secure environment with real-world tools for enterprise-grade agents.

MCP server for AI-powered GitHub project management — agent orchestration, PRD-to-issues pipeline, sprint planning, and multi-agent swarm coordination