Xpersona
agentCLAWHUBUnverified

Seed Germination Rate Prediction Analysis | 种子发芽率早期预测

Triggers when a user provides a seedling tray image or video for analysis; uses AI object detection to identify emerged seedlings (cotyledons breaking through soil or fully expanded), counts germinated seeds, and compares with total sown seeds to estimate germination rate. Application scenarios: smart seedling incubators, greenhouse nursery trays, home planting pots, seed company germination tests. | 通过育苗盘上方的固定摄像头，播种后连续采集土壤表面图像，利用AI目标检测模型识别出土幼苗，计数已发芽的种子数量，并与播种总数对比估算发芽率。应用场景：智能育苗箱、温室育苗盘、家庭播种盆、种子公司发芽试验。

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.9k

Updated

Oct 9, 2026

Version

1.0.16

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.9K downloads reported by the source. Last updated 10/9/2026.

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 9, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 9, 2026
Adoption signal
1.9K downloadsadoption · observed Oct 9, 2026
Latest release
1.0.16release · observed Oct 1, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-seed-germination-rate-prediction-analysis
  1. Install using `clawhub skill install s17f8q65zg3y98t86jdg1177g583whq8:smyx-seed-germination-rate-prediction-analysis` in an isolated environment before connecting it to live workloads.
  2. No published capability contract is available yet, so validate auth and request/response behavior manually.
  3. Review the upstream CLAWHUB listing at https://clawhub.ai/18072937735/smyx-seed-germination-rate-prediction-analysis before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-18072937735-smyx-seed-germination-rate-prediction-analy/snapshot"

Documentation

CLAWHUB

131,421 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: "smyx-seed-germination-rate-prediction-analysis"
description: "Triggers when a user provides a seedling tray image or video for analysis; uses AI object detection to identify emerged seedlings (cotyledons breaking through soil or fully expanded), counts germinated seeds, and compares with total sown seeds to estimate germination rate. Application scenarios: smart seedling incubators, greenhouse nursery trays, home planting pots, seed company germination tests. | 通过育苗盘上方的固定摄像头，播种后连续采集土壤表面图像，利用AI目标检测模型识别出土幼苗，计数已发芽的种子数量，并与播种总数对比估算发芽率。应用场景：智能育苗箱、温室育苗盘、家庭播种盆、种子公司发芽试验。"
version: "1.0.12"
license: "MIT-0"
---

# 🌱 Seed Germination Rate Prediction Analysis | 种子发芽率早期预测
> **智能分析中枢** · 图片/视频智能分析 · 结构化报告 · 历史报告云端查询

---

## 🧭 技能概览 | Overview

| 模块 | 内容 |
|---|---|
| 🏷️ 技能名称 | **种子发芽率早期预测** |
| 🎯 核心目标 | 通过育苗盘上方的固定摄像头，播种后连续采集土壤表面图像，利用AI目标检测模型识别出土幼苗，计数已发芽的种子数量，并与播种总数对比估算发芽率。应用场景：智能育苗箱、温室育苗盘、家庭播种盆、种子公司发芽试验。 |
| 🖼️ 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、识别/监测结果、建议与报告链接 |
| 🧩 场景码 | `SMYX_SEED_GERMINATION_RATE_PREDICTION_ANALYSIS` |

Triggers when a user provides a seedling tray image or video for analysis; uses AI object detection to identify emerged seedlings (cotyledons breaking through soil or fully expanded), counts germinated seeds, and compares with total sown seeds to estimate germination rate. Application scenarios: smart seedling incubators, greenhouse nursery trays, home planting pots, seed company germination tests.

通过育苗盘上方的固定摄像头，播种后连续采集土壤表面图像，利用AI目标检测模型识别出土幼苗，计数已发芽的种子数量，并与播种总数对比估算发芽率。应用场景：智能育苗箱、温室育苗盘、家庭播种盆、种子公司发芽试验。

## 🤖 AI 角色 | AI Role
| 角色要点 | 说明 |
|---|---|
| 说明 1 | **你是一个专业的种子检测AI。你的任务是分析育苗盘（或播种盆）土壤表面的高清图像，识别已出土的幼苗（子叶展开或刚刚破土），统计发芽数量，并根据输入的总播种粒数计算当前发芽率。不要提供农业建议，仅输出基于视觉的计数和发芽率估算。** |

## 🎬 技能演示 | Skill Demo

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

---

## 🎯 任务目标 | Goals
### 1. 🧩 技能用途

通过育苗盘土壤表面图像/视频进行种子发芽率早期预测分析，获取标准化的观察结果和发芽率估算

### 2. 🛠️ 能力范围

| 序号 | 具体能力 |
|---:|---|
| 1 | 图像分析 |
| 2 | 出土幼苗识别 |
| 3 | 发芽数量统计 |
| 4 | 发芽率计算（已发芽数/播种总数×100%） |
| 5 | 发芽率趋势追踪 |
| 6 | 低发芽率预警 |

### 3. ⚡ 触发条件

| 触发类型 | 触发规则 |
|---|---|
| ✅ 默认触发 | **默认触发**：当用户提供育苗盘土壤表面图像/视频 URL 或文件需要分析时，默认触发本技能进行发芽率预测 |
| 🔎 明确分析意图 | 当用户明确需要进行种子发芽率检测时，提及发芽率、出苗率、育苗盘、种子质量、发芽试验、幼苗识别等关键词，并且上传了图像/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** ：查看历史发芽率报告、历史育苗报告、发芽分析报告清单、发芽报告清单、查询历史发芽报告、显示所有育苗报告、显示发芽率分析报告，查询低发芽率预警报告 |

### 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_seed_germination_rate_prediction_analysis --list
```

| 类型 | 要求 |
|---|---|
| ✅ 必须 | 使用 `python -m scripts.smyx_seed_germination_rate_prediction_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

_meta.json

{
  "ownerId": "kn7e2caqj7pnsvr9r7t8zenghs83xw7n",
  "slug": "smyx-seed-germination-rate-prediction-analysis",
  "version": "1.0.16",
  "publishedAt": 1790887952754
}

references/api_doc.md

# API 接口文档

此处用于存放种子发芽率早期预测 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/health-analysis/v2/start-health-analysis` - 启动种子发芽率预测任务
2. `/web/health-analysis/v2/get-health-analysis-result` - 获取分析结果（出土幼苗计数、发芽率）
3. `/web/health-analysis/page-health-analysis-result` - 分页查询历史发芽率记录
4. `/health/order/api/getReportDetailExport?id={id}` - 导出完整报告

## 场景代码

- `SMYX_SEED_GERMINATION_RATE_PREDICTION_ANALYSIS` - 种子发芽率早期预测

## 输入约束

- 推荐使用育苗盘正上方固定摄像头拍摄的高清俯视图像
- 拍摄环境建议光照均匀、相机角度稳定、覆盖整个育苗盘
- 关键观测特征：
  - 子叶刚突破土壤（嫩黄/嫩绿小点）
  - 子叶完全展开（明显绿色叶对）
  - 茎杆挺立

## 推荐附带参数

- `total_seeds` - 该批次播种总粒数
- `sown_date` - 播种日期
- `seed_type` - 种子品种（如生菜/番茄/罗勒）

## 输出字段（参考）

- `sprouted_count` - 已发芽（出土）幼苗数量
- `germination_rate` - 发芽率（%）= sprouted_count / total_seeds × 100
- `daily_curve` - 每日发芽数序列（可绘制发芽率曲线）
- `low_rate_alert` - 发芽率偏低提示（基于阈值，如 < 70%）

> 仅输出基于视觉的计数与发芽率估算，不输出农业建议、温度/湿度调控具体参数。

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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