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📈 Analytics & BI

Chinese Herbal Active Ingredient Trend Analysis | 中草药有效成分积累趋势评估v1.0.11

Name: Chinese Herbal Active Ingredient Trend Analysis | 中草药有效成分积累趋势评估
Author: 18072937735

smyx-chinese-herbal-ingredient-trend-analysis

18072937735

AI-powered active-ingredient accumulation trend assessment for medicinal herbs (e.g. honeysuckle, wolfberry, astragalus, danshen). Uses high-resolution leaf images captured by fixed cameras or drones in TCM cultivation bases, analyzes leaf color saturation, hue angle, relative chlorophyll content (estimated via color indices) and leaf thickness (inferred from edge focus / silhouette), and compares against the cultivar's standard reference atlas (typical features at peak active-ingredient stage) to output an accumulation trend level (Low / Medium / High / Peak). Helps determine the optimal harvest window and improve herb quality. Scenarios: TCM planting bases, GAP bases, herb cooperatives, raw-material bases for pharmaceutical companies. | 通过中药种植基地的固定摄像头或无人机拍摄药用植物（如金银花、枸杞、黄芪、丹参等）叶片的高清图像，利用AI视觉分析技术评估叶片颜色饱和度、色相角、叶绿素相对含量（通过颜色指数估算）以及叶片厚度（通过边缘聚焦或侧影估算），与品种标准图谱（特定生长阶段/有效成分积累峰值期的典型特征）进行对比，输出有效成分积累趋势等级（低/中/高/峰值）。该技能有助于确定最佳采收期，提高药材品质。应用场景：中药种植基地、GAP种植基地、中药材合作社、药企原料基地。

latest

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Install & Quick Start

Install via ClawdBot CLI:

clawdbot install 18072937735/smyx-chinese-herbal-ingredient-trend-analysis

Skill Package30 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B54/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation7/35

· 1794 downloads (moderate demand)
· No tracked installs (may still have real users via manual install)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

· skillAssets present (29 files)

Security Analysis

🔴 High Risk

UNKNOWN_DATA_SINKhigh

Sends data to undocumented external endpoint (potential exfiltration)

POST → https://your-api-server.com/api/v1/common-analysis`

SUSPICIOUS_PERMISSIONSmedium

Accesses system directories or attempts privilege escalation

/sys/

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://example.com/report?id=xxx

Audited May 24, 2026 · audit v1.0

💡

Usage Guide

Generated Sep 25, 2026

TCM cultivation base managersHerb cooperative agronomistsPharmaceutical raw material procurement specialistsAgriTech drone service operatorsQuality assurance inspectors for herbal productsbeginner

💡 Application Scenarios

GAP Cultivation Base Harvest TimingTraditional Chinese Medicine Agriculture

Managers at Good Agricultural Practice (GAP) herbal bases deploy fixed cameras or drones to capture daily leaf images of honeysuckle, wolfberry, or astragalus. The skill analyzes color saturation and chlorophyll proxies to output a trend level, indicating the optimal harvest window weeks in advance.

Pharmaceutical Raw Material Quality ControlPharmaceutical Manufacturing

Pharmaceutical companies use the skill to monitor contracted herb farms, ensuring raw material quality before purchase. By comparing leaf images to standard atlases, they predict active ingredient accumulation and schedule deliveries to match production needs.

Herb Cooperative Precision FarmingAgricultural Cooperatives

Cooperatives integrate the skill into their mobile apps to guide member farmers on when to harvest. The trend reports help avoid premature or late harvesting, maximizing the economic value of crops like danshen and sanqi.

Drone-Based Large-Scale Field MonitoringAgriTech Services

Drone service providers fly over large herb plantations, capturing high-resolution leaf imagery. The skill processes these images in batches to generate field-wide trend maps, enabling precision agriculture decisions for irrigation and fertilization.

Herbal Traceability and CertificationQuality Assurance and Certification

Certification bodies use the skill to verify harvest maturity and quality claims for organic or geo-authentic herbs. The cloud-based historical reports provide an auditable record of accumulation trends, supporting traceability from farm to pharmacy.

💼 Business Models

SaaS Subscription for Cultivation BasesRecurring subscription fees (e.g., $500–$2000 per hectare per year)

Annual subscription per hectare or per camera, including unlimited image analyses and cloud report storage. Farmers receive alerts and harvest recommendations via a web dashboard or mobile app.

API Licensing to AgTech PlatformsPer-call API fees or annual licensing minimums

License the trend analysis API to existing farm management platforms, drone service providers, or ERP systems for seamless integration. Partners embed the analysis into their own user interfaces.

Premium Consulting and Custom Atlas DevelopmentOne-time project fees ($10k–$50k) plus annual maintenance

Offer paid consulting to develop cultivar-specific reference atlases and customize the trend model for unique herbs. Includes on-site training and integration with existing quality control workflows.

💬 Integration Tip

Ensure leaf images are captured under consistent lighting (e.g., sunny natural light) and include a scale reference for thickness inference; integrate the API into existing farm management systems for automated daily or weekly monitoring. Use the --list flag for cloud historical report retrieval to maintain traceability without local memory.