agent-architecture-analysis

SKILL.md

| docspath | Path to documentation directory (for existing analyses) | Optional | | codebasepath | Root path of the codebase to analyze | Required |

Principle: Convert natural language inputs into structured, deterministic tool calls using schema-validated outputs.

| Strong | All LLM outputs use Pydantic/dataclass schemas with validators | | Partial | Some outputs typed, but dict returns or unvalidated strings exist | | Weak | LLM returns raw strings parsed manually or with regex |

Perform 12-Factor Agents compliance analysis on any codebase. Use when evaluating agent architecture, reviewing LLM-powered systems, or auditing agentic applications against the 12-Factor methodology. Source: existential-birds/beagle.

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