agritech

AGRITECH — Agriculture & Agritech

Capability overview

Code: AGRITECH Full name: Agriculture & Agritech Description: Agriculture & agritech — crop economics, irrigation, food traceability, climate-smart agriculture.

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Skills index

#	Skill	Command	Purpose
1	Crop Economics	/cps-agritech:crop-econ	Build crop economics model (gross margin per ha) by crop and farming system.
2	Irrigation Strategy	/cps-agritech:irrigation-design	Design irrigation strategy balancing water cost, crop yield, sustainability.
3	Food Traceability	/cps-agritech:traceability	Design farm-to-fork traceability system aligned to GFSI / GS1.
4	Climate-Smart Pathway	/cps-agritech:csa-pathway	Develop climate-smart agriculture pathway (mitigation + adaptation + productivity).

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Skill 1: Crop Economics

Command: /cps-agritech:crop-econ

Purpose

Build crop economics model (gross margin per ha) by crop and farming system.

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Crop Economics method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Crop economics shown per ha with yield, price, cost, gross margin.

Output shape

A CPS-branded Crop Economics deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Crop economics shown per ha with yield, price, cost, gross margin
• Irrigation recommendations cite water productivity (crop per drop)
• Traceability designs map to GS1 standards and GFSI scheme requirements

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Skill 2: Irrigation Strategy

Command: /cps-agritech:irrigation-design

Purpose

Design irrigation strategy balancing water cost, crop yield, sustainability.

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Irrigation Strategy method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Crop economics shown per ha with yield, price, cost, gross margin.

Output shape

A CPS-branded Irrigation Strategy deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Crop economics shown per ha with yield, price, cost, gross margin
• Irrigation recommendations cite water productivity (crop per drop)
• Traceability designs map to GS1 standards and GFSI scheme requirements

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Skill 3: Food Traceability

Command: /cps-agritech:traceability

Purpose

Design farm-to-fork traceability system aligned to GFSI / GS1.

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Food Traceability method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Crop economics shown per ha with yield, price, cost, gross margin.

Output shape

A CPS-branded Food Traceability deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Crop economics shown per ha with yield, price, cost, gross margin
• Irrigation recommendations cite water productivity (crop per drop)
• Traceability designs map to GS1 standards and GFSI scheme requirements

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Skill 4: Climate-Smart Pathway

Command: /cps-agritech:csa-pathway

Purpose

Develop climate-smart agriculture pathway (mitigation + adaptation + productivity).

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Climate-Smart Pathway method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Crop economics shown per ha with yield, price, cost, gross margin.

Output shape

A CPS-branded Climate-Smart Pathway deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Crop economics shown per ha with yield, price, cost, gross margin
• Irrigation recommendations cite water productivity (crop per drop)
• Traceability designs map to GS1 standards and GFSI scheme requirements

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Cross-skill workflows

Discovery → /cps-agritech:crop-econ → /cps-agritech:irrigation-design → Recommendations

Integration with other CPS plugins

Plugin	Integration point
cps-esg	Carbon and water footprint
cps-supply	Agri supply chain

Templates & artifacts

All deliverables use standard CPS branding via:

• /doc-gen for document generation
• assets/cps-branding.json for styling
• scripts/cps-document-generator.js for automation

Skill	Primary artifact	Format
/cps-agritech:crop-econ	Crop Economics Report	DOCX/PDF
/cps-agritech:irrigation-design	Irrigation Strategy Report	DOCX/PDF
/cps-agritech:traceability	Food Traceability Report	DOCX/PDF
/cps-agritech:csa-pathway	Climate-Smart Pathway Report	DOCX/PDF