subagent-prompt-construction

SKILL.md

λ(usecase, complexity) → subagentprompt | ∧ require(needorchestration(usecase) ∨ needmcpintegration(usecase)) ∧ complexity ∈ {simple, moderate, complex} ∧ linetarget = {simple: 30-60, moderate: 60-120, complex: 120-150} ∧ template = read(templates/subagent-template.md) ∧ patterns = read(reference/patterns.md)

∧ integration = read(reference/integration-patterns.md) ∧ apply(template, usecase, patterns, integration) → draft ∧ validate(|draft| ≤ 150 ∧ integrationscore ≥ 0.50 ∧ clarity ≥ 0.80) ∧ examples/{phase-planner-executor.md} demonstrates orchestration ∧ reference/case-studies/ provides detailed analysis ∧ scripts/ provide validation and metrics automation

Usage: See templates/subagent-template.md for structure. Apply integration patterns for Claude Code features. Validate compactness (≤150 lines), integration (≥1 feature), clarity. Reference examples/ for compact demonstrations and case-studies/ for detailed analysis.

Systematic methodology for constructing compact (<150 lines), expressive, Claude Code-integrated subagent prompts using lambda contracts and symbolic logic. Use when creating new specialized subagents for Claude Code with agent composition, MCP tool integration, or skill references. Validated with phase-planner-executor (V_instance=0.895). Source: zpankz/mcp-skillset.

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