skf-analyze-source

What problem does it solve?

Manually identifying discrete, skillable units in large or multi-service codebases is time-consuming, inconsistent, and often misses critical integration points. This Skill automates the full analysis workflow to produce structured, actionable skill briefs aligned with the Agent Skills format specification.

Core Features & Use Cases

• Tier-Aware Boundary Detection: Scans project structure to identify service, package, and module boundaries, with analysis depth calibrated to your configured forge tier (Quick/Forge/Forge+/Deep).
• Export & Integration Mapping: Maps public export surfaces and cross-unit integration points to flag tightly coupled areas and stack skill candidates.
• Conformant Brief Generation: Produces valid skill-brief.yaml files ready for downstream skill creation workflows, with full validation against the Agent Skills schema.
• Use Case: A developer onboarding a 12-service monorepo can use this Skill to automatically identify each service as a discrete skillable unit, map their dependencies, and generate ready-to-use skill briefs for each in minutes.

Quick Start

Use the skf-analyze-source skill to analyze the /path/to/your/large-repo directory and generate recommended skill briefs for all discrete skillable units.