c-stone-invoice-check/clowdex-download/.claude/.claude/skills/agriculture/breeding-plan/SKILL.md

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---
description: Design and document a breeding plan with structured process, quality checks, and system integration
---
# Breeding Plan
## Purpose
Design and document a comprehensive breeding plan that delivers actionable, measurable results. This skill provides a structured process with quality validation, ensuring professional-grade output every time.
**Category**: Agriculture & Farming
## Inputs
### Required
- **Objective**: What you want to achieve with this deliverable
- **Context**: Relevant background information
### Optional
- **Constraints**: Any limitations or requirements to consider
- **Existing Work**: Previous documents or data to build on
## System Context
Before starting:
- Read `memory.md` for current project context and priorities
- Check `knowledge-base.md` for relevant learned rules or constraints
- Review any existing related documents in the project
- Note any active tasks in `Task Board.md` that relate to this deliverable
## Process
### Step 1: Context & Research
- Review any existing breeding plan documents in the project
- Check knowledge-base.md for relevant learned rules or constraints
- Check memory.md for current project context and priorities
- Identify key stakeholders and their requirements
- Select the most appropriate framework: Integrated Pest Management (IPM), Regenerative Agriculture, Precision Agriculture
### Step 2: Analysis & Framework Application
- Apply the selected framework to structure the breeding plan
- Identify gaps, opportunities, and risks
- Define success metrics: Yield Per Acre, Cost Per Unit Produced, Soil Health Score, Water Use Efficiency
- Document assumptions and dependencies
- Validate approach against industry best practices
### Step 3: Build the Deliverable
- Structure the breeding plan using the output format below
- Include specific, actionable recommendations — not generic advice
- Add concrete numbers, timelines, and benchmarks where applicable
- Cross-reference with existing project documents for consistency
- Ensure every section adds value — remove filler
### Step 4: Quality Validation
- [ ] All required inputs have been addressed
- [ ] Recommendations are specific and actionable (not vague)
- [ ] Numbers and benchmarks are realistic and sourced
- [ ] Output format matches the specification below
- [ ] No contradictions with knowledge-base rules
- [ ] Follows best practice: Soil test annually before planting
## Output Format
```markdown
# Breeding Plan
## Executive Summary
[2-3 sentence overview of the deliverable and key recommendations]
## Context & Objectives
- **Objective**: [What this achieves]
- **Audience**: [Who this is for]
- **Timeline**: [When this applies]
## Analysis
[Structured analysis using the selected framework]
## Recommendations
1. [Specific, actionable recommendation with expected impact]
2. [Specific, actionable recommendation with expected impact]
3. [Specific, actionable recommendation with expected impact]
## Implementation
| Action | Owner | Timeline | Priority |
|--------|-------|----------|----------|
| [Action item] | [Who] | [When] | [High/Medium/Low] |
## Success Metrics
| Metric | Current | Target | Measurement Method |
|--------|---------|--------|-------------------|
| [KPI] | [Baseline] | [Goal] | [How to measure] |
## Risks & Mitigations
| Risk | Likelihood | Impact | Mitigation |
|------|-----------|--------|------------|
| [Risk] | [H/M/L] | [H/M/L] | [Action] |
## Next Steps
- [ ] [Immediate next action]
- [ ] [Follow-up action]
- [ ] [Review date]
```
## Applicable Frameworks
- Integrated Pest Management (IPM)
- Regenerative Agriculture
- Precision Agriculture
- Farm Financial Benchmarking
- Good Agricultural Practices (GAP)
## Key Metrics
- Yield Per Acre
- Cost Per Unit Produced
- Soil Health Score
- Water Use Efficiency
- Input Cost Ratio
- Net Farm Income
## Best Practices
- Soil test annually before planting
- Crop rotation minimum 3-year cycle
- Records for every field, every season
- Market before you plant — know your buyer
- Invest in soil health for long-term yields
## After Completion
- Update `memory.md` if this deliverable changes project context or priorities
- Add any reusable learnings to `knowledge-nominations.md`
- If follow-up actions were identified, add them to `Task Board.md`
- Recommend related skills if additional work is needed