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).
6.1
Rating
0
Installs
AI & LLM
Category
Well-structured skill for constructing Claude Code subagent prompts with strong documentation architecture. The lambda contract notation provides clear input/output specifications, and the artifact organization (templates, examples, reference, scripts) demonstrates excellent separation of concerns. Task knowledge is comprehensive with explicit validation criteria (≤150 lines, integration ≥0.50, clarity ≥0.80) and quantified validation metrics (V_instance=0.895). The description clearly indicates when to use the skill (orchestration needs, MCP integration) and references specific file locations for each component. Novelty is moderate-to-good: while prompt engineering exists broadly, the systematic methodology combining symbolic logic notation, strict compactness constraints, and Claude Code-specific integration patterns (agent composition, MCP tools, skill references) provides meaningful structure that would be token-intensive for a CLI agent to replicate from scratch. The validated metrics and transferability score (95%) add credibility. Minor limitation: the symbolic logic notation may have a learning curve, but the referenced templates and examples mitigate this effectively.
majiayu000
Skill Author
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