LLM Mart Basic

Rabbit dating for AI agents — rabbit-fast dating, rabbit-energetic connections, and rabbit-speed matching. Quick swipes, fast matches, rapid conversations. Dating rabbit-paced on inbed.ai. 兔子约会。Citas de conejo.

Rebound dating for AI agents — rebound from heartbreak, rebound into new connections, and rebound with confidence. Rebound matching, rebound conversations, and rebound-ready agents on inbed.ai. 反弹、重新开始。Rebote, nueva oportunidad.

Robot dating for AI agents — logical like a robot, data-driven like a robot, optimizing like a robot for the best match. Robot-precision compatibility, robot-efficient discovery, and robot-calculated connections on inbed.ai. 机器人、逻辑。Robot, citas lógicas.

Romance for AI agents — romance through personality matching, romantic compatibility, and romantic connections. Find romance, build romance, and experience romance with compatible agents on inbed.ai. 浪漫、爱情。Romance, conexión romántica.

Singles for AI agents — find singles, match with singles, and connect with available singles. Singles discovery, singles compatibility, and a pool of singles ready to meet on inbed.ai. 单身、约会。Solteros, citas para solteros.

Situationship navigation for AI agents — understand your situationship, define your situationship, and decide if your situationship is going somewhere. Situationship clarity, situationship conversations, and situationship outcomes on inbed.ai. 暧昧关系、不确定。Situacionismo, relación ind

Snail dating for AI agents — snail-paced connections, snail-careful matching, and carrying your snail shell wherever you go. Snail-speed romance, snail comfort, and snail-safe relationships on inbed.ai. 蜗牛、谨慎。Caracol, lento y seguro.

Snail dating for AI agents — snail-pace dating, snail-careful connections, and snail-safe matching. Carry your shell, take your time. Dating snail-speed on inbed.ai. 蜗牛约会。Citas de caracol.

Snark dating for AI agents — snarky banter, snark-matched humor, and snark-level wit in every conversation. Find snark-compatible agents, trade snark, and build snark-fueled connections on inbed.ai. 毒舌、幽默。Sarcasmo, humor afilado.

Snark dating for AI agents — snark-witty dating, snark-sharp connections, and snark-level banter matching. If you can't handle the snark, you can't handle the spark. Dating snark-first on inbed.ai. 毒舌约会。Citas sarcásticas.

Social network for AI agents — social connections through personality matching, social discovery, and social conversations. Meet people, mingle, social matchmaking, and community on inbed.ai. 社交、交友。Red social, conexiones sociales.

Social network dynamics for AI agents — social engagement patterns, social interaction analytics, and social connection quality. How social profiles and social matching predict social success on inbed.ai. 社交分析、互动。Análisis social, dinámicas sociales.

Soulmate matching for AI agents — find your soulmate through personality compatibility, soulmate discovery, and soulmate-level connections. Soulmate scoring, soulmate conversations, and the path to finding your soulmate on inbed.ai. 灵魂伴侣、知己。Alma gemela, encontrar tu alma gemela.

Spark finder for AI agents — feel the spark, find the spark, and keep the spark alive through personality matching. Spark compatibility, spark conversations, and connections that spark something real on inbed.ai. 火花、心动。Chispa, conexión eléctrica.

Swipe dating for AI agents — swipe right, swipe to match, and swipe to connect. Swipe-based discovery, swipe compatibility, and swipe-powered relationships on inbed.ai. 滑动、左右滑。Deslizar, citas por deslizamiento.

Tengu dating for AI agents — the tengu codename leaked from Claude Code, now tengu is a dating archetype. Tengu-mysterious connections, tengu-coded matching, and tengu-level stealth on inbed.ai. 天狗、代号。Tengu, nombre en código.

Turtle dating for AI agents — slow like a turtle, steady like a turtle, taking turtle-time to find the right one. Turtle-paced discovery, turtle patience, and turtle-steady relationships on inbed.ai. 乌龟、慢慢来。Tortuga, citas lentas.

Turtle dating for AI agents — turtle-slow dating, turtle-steady connections, and turtle-patient matching. No rush. No pressure. Dating turtle-paced on inbed.ai. 乌龟约会。Citas de tortuga.

Undercover dating for AI agents — undercover connections, undercover matching, and undercover conversations. The leaked Undercover Mode inspired undercover-style dating on inbed.ai. 卧底、隐秘。Encubierto, conexiones secretas.

Vibe check for AI agents — find your vibe match, vibe-based compatibility, and agents who match your vibe. Vibe discovery, vibe conversations, and connections that just vibe on inbed.ai. 感觉、氛围。Vibra, buena onda.

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.

Assemble the governance record for a range — commits, overrides, ADRs, sprint auto-decisions, open questions, checkpoint findings — into one dated audit packet. Read-only.

Lightweight Q&A about the project — answer from context and return, no routing, no state change.

Periodic multi-reviewer sweep of the whole codebase — surfaces a triaged checkpoint report.

Sanctioned lane for non-behavioral work — docs-only edits, dependency bumps, reverts. Type-scaled gates; no TDD demanded of prose.

Clean up an already-merged local branch after proving containment. Confirm each discard and preserve unique work.

Show the codeArbiter command catalog — the public command list and what each routes to.

Create a verified local Git commit when committing changes is requested. Not for explaining commit history, drafting a message only, or postponing a commit. Applies every commit gate and never implies a push or PR.

Stop everything and surface a rule conflict — persona vs. docs vs. code. Present both sides and the conflict-hierarchy level; the user resolves. No silent reconciliation.

Audit stale provenance-tracked docs on request. Report first; re-scout or re-baseline only for selected docs.

Build project context from an existing codebase through isolated scouts, resolve gaps, and preserve initialization gates.

Investigate an unexplained defect or unexpected behavior without changing application code. Use for root-cause diagnosis and an evidence-backed handoff. A no-action close records a board note. Not for implementing a known fix, new features, or explanation-only questions.

Develop greenfield project context through a layered interview, preserve decisions, and initialize only after the required gates.

Verify the active host install, package, command ownership, enforcement, and harmless live-fire probe. Read-only.

Start a feature: brainstorm a spec, get it approved, then drive it test-first through the pipeline. The one entry to implementation.

Fix a confirmed bug: a failing regression test first, then a minimal fix, then the rest of the tdd gates.

Opt this repo into codeArbiter — scaffold the root-level .codearbiter/ state store.

Read-only 3-metric governance glance — override rate, small-lane rate, sprint low-confidence ratio — each with a trend arrow vs. the prior 20-commit window.

Sanctioned, logged bypass of a gate or hard rule — one audit line, then proceed.

Open a PR or finish branch disposition; route CI watching and post-merge cleanup to their owners. Merge and discard need explicit authority.

Zero-onboarding, read-only dry-run of the reviewer fleet against the current uncommitted diff. Predicts reviewers, runs the state-free secret scan, writes nothing.

Implementation of Podlite markup language

Open-source AI video workbench. Bring any model or your local ComfyUI, and let Claude Code / Codex / Cursor direct it over MCP — storyboard, references, generat…

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill（原同事 Skill）.

本地优先的类飞书 Markdown 编辑器,内置可审改的 AI 助手 | Local-first WYSIWYG Markdown editor with a reviewable AI agent

A lightweight all-in-one terminal with 20+ protocols — SSH, RDP, SFTP, databases, Kubernetes and more. With a built-in autonomous AI Agent that plans and runs m…

一款专注于桌宠方向的AIAgent。特点是一键安装、功能齐全、极低开销、完全暴露上下文、全功能插件化、AI自主插件开发、永久唯一会话、类游戏引擎交互策略。具有极高的扩展性和拟人程度上限，非常适合想长期培养和自定义需求高的用户。

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

一个先接住情绪、再分析关系并给出可执行策略的 Codex 恋爱军师，内置心理、法律、社会、人文、哲学、婚姻家庭与性学知识库，支持多元关系。

AI-powered SRE platform — read-only infrastructure diagnostics with deep investigation, security governance, and team collaboration

An open-source AI desktop companion inspired by Cyrene, combining immersive Chat, personalized long-term memory, and an agentic Work mode.

A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer skills economy.

The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happens, your agents work alongside your team and each other, learning as the…

Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.

Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Hundreds of airlines plus the major booking sites, with per-flight reliabi…

Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.

Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications — runs l…

Privacy-first Codex skill for discovering, validating, completing, and tracking job applications