metago-thought-18-sip-protocol

metago-thought-18-sip-protocol is a skill for Claude Code, Codex from metago-ai/metagolifeform. It costs 50 tokens per session (853 once invoked), scanned A, original, MIT.

A framework for checking and designing communication rules for spatial computing systems. It covers how spatial agents discover each other, describe capabilities, exchange data, send commands, report events, and keep state in sync.

In plain words
What is it for?
Use it to review protocol compliance, design message formats and communication layers, and assess whether different spatial systems can interoperate.
Why use it?
Without shared communication rules, devices and spatial agents may not understand one another or exchange information reliably. The framework helps identify compatibility gaps and the need for an adapter layer.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to review protocol compliance, design message formats and communication layers, and assess whether different spatial systems can interoperate.

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Install with agentmods
npx agentmods add skills/metago-ai/metagolifeform/metago-thought-18-sip-protocol
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add metago-ai/metagolifeform --skill metago-thought-18-sip-protocol
Clone the repo
git clone --depth 1 https://github.com/metago-ai/metagolifeform

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for metago-thought-18-sip-protocol

README.md
[![agentmods](https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-18-sip-protocol/github.svg)](https://agentmods.dev/skills/metago-ai/metagolifeform/metago-thought-18-sip-protocol)
Your own site
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-thought-18-sip-protocol"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-18-sip-protocol/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for metago-thought-18-sip-protocol

Your own site · 80×15
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-thought-18-sip-protocol"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-thought-18-sip-protocol.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 853 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00050 $0.00853
Opus 5 $0.00025 $0.00426
Sonnet 5 $0.00010 $0.00171
Haiku 4.5 $0.00005 $0.00085

Measured 9d ago against content hash 219cb2044703, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

metago-thought-18-sip-protocol scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/agent-plugins-1.0.0/skills/metago-thought-18-sip-protocol/SKILL.md · 96 lines

What it actually says

空间智能协议 V4卷

描述

定义空间智能体之间、空间智能体与物理空间之间的通信协议规范,通过合规性检查确保空间智能系统的互操作性与标准化。

触发条件

  • 评估空间智能系统的协议合规性
  • 设计空间通信协议
  • 空间智能体之间的互操作性设计
  • 空间系统标准化

前置条件

  • 明确的空间智能系统
  • 可识别的通信接口

元思想核心

SIP 协议四层模型

名称 协议内容 评估维度
L4 语义层 空间意图与语义的统一表达 Semantics
L3 交互层 空间交互行为的协议化 Interaction
L2 数据层 空间数据格式与交换标准 Data_Standard
L1 传输层 空间消息的可靠传输 Transport

SIP 合规度公式

C = (Transport * Data_Standard * Interaction * Semantics)^(1/4)

合规度判定

  • C >= 0.8:完全合规(四层全实现)
  • 0.5 <= C < 0.8:部分合规(核心层实现)
  • C < 0.5:不合规(互操作性风险)

SIP 核心消息类型

  • DISCOVER:空间发现(发现可用空间智能体)
  • DESCRIBE:空间描述(描述空间能力与状态)
  • COMMAND:空间命令(指令空间行为)
  • EVENT:空间事件(通知空间状态变化)
  • SYNC:空间同步(同步空间状态)

互操作性公式

I = (协议一致性 * 语义互懂 * 行为互认) / 3
  • I >= 0.7:高互操作
  • I < 0.4:低互操作(需适配层)

推理框架

步骤 1:四层协议评估(0-1 分)

  • Transport:传输层是否可靠?
  • Data_Standard:数据格式是否标准化?
  • Interaction:交互行为是否协议化?
  • Semantics:语义表达是否统一?

步骤 2:核心消息类型检查

  • 五种核心消息是否全部支持?
  • 消息格式是否符合规范?

步骤 3:合规度计算

  • C = (四维几何平均)
  • 判定合规等级

步骤 4:互操作性评估

  • 协议一致性:是否遵循同一规范?
  • 语义互懂:不同智能体是否能理解彼此语义?
  • 行为互认:不同智能体是否能认可彼此行为?
  • 计算 I

步骤 5:合规优化

  • 识别不合规的层/消息
  • 设计修复方案
  • 建议适配层(若互操作性低)

验证方法

  1. 四层评估是否有协议层面的证据
  2. 五种核心消息是否逐个验证
  3. C 值是否正确(几何平均)
  4. 互操作性 I 是否有跨系统测试
  5. 用协议测试套件验证:合规项是否通过
  6. 用不同厂商的空间智能体测试互操作性:I 值是否可接受
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 96 lines · 50 tokens per session scan A 219cb2044703

Subscribe to this mod's changes

metago-thought-18-sip-protocol is a skill published in the GitHub repository metago-ai/metagolifeform (4 stars, last pushed 11d ago), licensed MIT. It adds 50 tokens to every session and 853 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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