agentCLAWHUBUnverified

Feed Intake Estimation | 畜禽采食量估算

Estimates daily feed intake per livestock individual from continuous feeder videos by tracking the change of feed remaining in the trough, and outputs intake trend with anomaly alerts. | 通过食槽视频估算每日采食量变化,异常时预警。 Skill: Feed Intake Estimation | 畜禽采食量估算 Owner: 18072937735 Summary: Estimates daily feed intake per livestock individual from continuous feeder videos by tracking the change of feed remaining in the trough, and outputs intake trend with anomaly alerts. | 通过食槽视频估算每日采食量变化,异常时预警。 Tags: latest:1.0.12 Version history: v1.0.12 | 2026-09-30T16:17:28.439Z | auto - Bumped skill version from 1.0.11 to 1.0.13 in documentation.

OpenClaw

Rank

62

Safety

84

Downloads

1.3k

Updated

Oct 10, 2026

Version

1.0.12

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.3K downloads reported by the source. Last updated 10/10/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 10, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 10, 2026
Adoption signal
1.3K downloadsadoption · observed Oct 10, 2026
Latest release
1.0.12release · observed Sep 30, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-feed-intake-estimation-analysis
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-feed-intake-estimation-analysis/snapshot"

Documentation

CLAWHUB

129,426 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-feed-intake-estimation-analysis"
description: "Estimates daily feed intake per livestock individual from continuous feeder videos by tracking the change of feed remaining in the trough, and outputs intake trend with anomaly alerts. | 通过食槽视频估算每日采食量变化,异常时预警。"
version: "1.0.13"
license: "MIT-0"
---

# 🥣 Livestock Feed Intake Estimation | 畜禽采食量估算

> 通过食槽视频估算每日采食量变化,异常时预警。
>
> **精准饲喂计量中枢** · 食槽区域连续视频智能分析 · 剩余料量变化估算 · 每日采食量趋势 · 异常预警 · 历史报告云端查询

---

## 🧭 技能概览 | Overview

| 模块 | 内容 |
|---|---|
| 🏷️ 技能名称 | **畜禽采食量估算** |
| 🎯 核心目标 | 基于食槽区域固定摄像头的连续视频,通过识别食槽内饲料剩余量的变化,估算畜禽个体或群体的每日采食量,输出采食量趋势及异常提醒 |
| 🖼️ 输入类型 | 图片、视频、本地文件、网络 URL |
| 📝 输出能力 | 结构化分析报告、每日采食量估算、采食量趋势曲线、异常提醒等级、报告链接 |
| 🏢 适用场景 | 猪/牛等畜禽的精准饲喂管理与饲料成本控制,减少饲料浪费,识别采食量异常个体 |
| 🧩 场景码 | `SMYX_FEED_INTAKE_ESTIMATION_ANALYSIS` |

## 🎬 技能演示 | Skill Demo

[▶️ 点击查看技能使用介绍](https://lifeemergence.com/sample.html)

## 🤖 AI 角色 | AI Role

| 角色要点 | 说明 |
|---|---|
| 说明 1 | **你是一个专业的畜禽饲喂管理 AI。你的任务是分析食槽区域固定摄像头的连续视频,通过识别食槽内饲料剩余量的变化,估算畜禽个体的每日采食量,输出采食量趋势及异常提醒。不要提供饲喂调整或饲料配方建议,仅基于视觉变化输出采食量估算结果。** |

---

## 🎯 任务目标 | Goals

### 1. 🧩 技能用途

通过食槽区域固定摄像头的连续视频,量化食槽内饲料剩余量随时间的变化,估算畜禽的每日采食量,输出结构化的采食量趋势与异常提醒,为精准饲喂管理和饲料成本控制提供客观的视觉计量数据。

### 2. 🛠️ 能力范围

| 序号 | 具体能力 |
|---:|---|
| 1 | 食槽区域检测与关键测量位定位 |
| 2 | 食槽内饲料剩余量视觉估算(面积/高度/体积比) |
| 3 | 相邻时段剩余量变化差分计算 |
| 4 | 单餐/单时段消耗量估算 |
| 5 | 每日总采食量估算 |
| 6 | 采食量时序趋势与节律输出 |
| 7 | 与历史基线对比及偏差等级判定 |
| 8 | 采食量异常提醒(骤降 / 骤升 / 长期偏低) |

### 3. ⚡ 触发条件

| 触发类型 | 触发规则 |
|---|---|
| ✅ 默认触发 | 当用户提供食槽区域固定摄像头视频 URL 或文件需要采食量估算时,默认触发本技能进行采食量估算 |
| 🔎 明确分析意图 | 当用户明确提及采食量、日采食量、饲料剩余量、精准饲喂、饲料成本、采食异常、采食趋势等关键词,并且上传了图片或视频文件 |
| 📚 历史报告查询 | 当用户提及以下关键词时,**自动触发历史报告查询功能**:查看历史采食量报告、历史采食量估算报告、采食量报告清单、查询畜禽采食量记录、显示所有采食量估算报告 |

### 4. 🤖 自动行为

| 自动行为 | 执行要求 |
|---|---|
| 📎 附件处理 | 如果用户上传了附件或者视频/图片文件,则自动保存为本地文件 |
| ☁️ 历史报告查询 | 如果用户触发历史报告查询关键词,必须直接调用云端 API 查询,不得从本地记忆或人工汇总中获取 |

#### ⚠️ 强制数据获取规则(次高优先级)

> **橙色强约束:** 历史报告清单只允许从云端接口读取,不允许从本地记录、长期记忆或人工汇总中提取。

必须执行:

```bash
python -m scripts.smyx_feed_intake_estimation_analysis --list
```

| 类型 | 要求 |
|---|---|
| ✅ 必须 | 使用 `python -m scripts.smyx_feed_intake_estimation_analysis --list` 调用 API 查询云端的历史报告数据 |
| 🚫 严格禁止 | 从本地 `memory` 目录读取历史会话信息 |
| 🚫 严格禁止 | 手动汇总本地记录中的报告 |
| 🚫 严格禁止 | 从长期记忆中提取报告 |
| ✅ 输出格式 | 必须统一从云端接口获取最新完整数据,然后以 Markdown 表格格式输出结果 |

---

## 📦 前置准备 | Requirements

### 依赖说明

`scripts` 脚本所需的依赖包及版本:

```txt
requests>=2.28.0
```

---

## 📷 采集要求 | Capture Requirements

| 序号 | 说明 |
|---:|---|
| 1 | 固定摄像头正对食槽(俯视或斜俯视),拍摄角度稳定,避免大幅位移或频繁调整 |
| 2 | 画面中食槽全景可见,槽底与料面之间高度差清晰可辨,便于估算剩余量 |
| 3 | 光照条件稳定,白天充足自然光或稳定人工光源,避免强逆光和大面积过曝/欠曝 |
| 4 | 视频建议 30 秒~10 分钟连续拍摄,覆盖典型饲喂时段,帧率不低于 10fps |
| 5 | 支持格式:jpg/png/jpeg 图片,及 mp4/avi/mov 视频;单文件不超过 10MB |
| 6 | 尽量减少人员补料、清扫等大面积遮挡时段,或将其从关键分析片段中剔除 |
| 7 | 建议保持食槽形状/规格与历史采集一致,以获得更稳定的采食量趋势对比 |

---

## 🚀 操作步骤 | Workflow

### 🔐 用户身份处理(内部自动完成)

> **绿色安全原则:** 用户身份参数由系统内部自动处理,**不得向用户展示、询问或要求输入任何身份标识**。

执行本技能分析或历史报告查询时,脚本会自动完成身份初始化:

| 场景 | 系统行为 |
|---|---|
| 上游系统有内部身份参数 | 由脚本静默接收并使用 |
| 上游系统未提供内部身份参数 | 脚本会自动复用本地缺省用户 |
| 本地缺省用户不存在 | 脚本会自动创

_meta.json

{
  "ownerId": "kn7e2caqj7pnsvr9r7t8zenghs83xw7n",
  "slug": "smyx-feed-intake-estimation-analysis",
  "version": "1.0.12",
  "publishedAt": 1790785048439
}

references/api_doc.md

# API 接口文档

此处用于存放畜禽采食量估算 API 的接口文档,待后续补充。

## 接口规范

- 基础地址:由 smyx_common 配置统一管理
- 认证方式:API Key 鉴权
- 响应格式:JSON

## 主要接口

1. `/web/ai-analysis/v2/start-common-ai-analysis` - 启动畜禽采食量估算分析任务
2. `/web/ai-analysis/get-common-ai-analysis-result` - 获取分析结果
3. `/web/ai-analysis/page-common-ai-analysis-result` - 分页查询历史报告
4. `/health/order/api/getReportDetailExport?id={id}` - 导出完整报告

## 场景代码

- `SMYX_FEED_INTAKE_ESTIMATION_ANALYSIS` - 畜禽采食量估算

skills/smyx_analysis/references/api_doc.md

# API接口文档

## 接口规范

- 基础地址:由 smyx_common 配置统一管理
- 认证方式:API Key 鉴权
- 请求格式:支持文件上传
- 响应格式:JSON

## 错误码说明

| 错误码 | 说明       |
|-----|----------|
| 400 | 请求参数错误   |
| 401 | API密钥无效  |
| 403 | 权限不足     |
| 413 | 文件过大     |
| 415 | 不支持的文件格式 |
| 500 | 服务器内部错误  |

scripts/config.yaml

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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Record generated Oct 10, 2026.

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