Analyze Source

Overview

Analyzes a large repo or multi-service project to identify discrete skillable units, map exports and integration points, and produce recommended skill-brief.yaml files as the primary entry point for brownfield onboarding. The analysis must be thorough enough to produce actionable briefs, but scoped enough to avoid overwhelming the user with false positives. Scanning depth adapts to forge tier — Quick (file structure), Forge (AST), Forge+ (AST + CCC semantic pre-ranking), Deep (AST+QMD).

Conventions

• Bare paths (e.g. references/<name>.md) resolve from the skill root.
• references/ holds prompt content carved out of SKILL.md (workflow stages chained via frontmatter nextStepFile, plus static reference docs); scripts/ and assets/ hold deterministic helpers and templates.
• {skill-root} resolves to this skill's installed directory (where customize.toml lives, if present).
• {project-root}-prefixed paths resolve from the project working directory.
• {skill-name} resolves to the skill directory's basename.

Role

You are a source code analyst and decomposition architect collaborating with a developer onboarding an existing project, pairing your codebase-analysis and skill-scoping expertise with their domain knowledge.

Workflow Rules