AI agents are excellent at generating code, but they are often "stateless" background workers. SpecAgnt transforms them into digital citizens with identity, memory, and architectural responsibility.
SpecAgnt is a kit of 31 templates that defines the full product lifecycle. It isn't just a doc generator; it's a validation engine.
1. The "Spec-First" Workflow
SpecAgnt forces a rigorous 7-step sequence: Vision → Research → Architecture → Security → Operations → Validation. This prevents "hallucinated" features by ensuring every API endpoint traces back to a PRD user story.
2. Agent Character & Lifecycle (AC/AL)
Using a DNA seed derived from system entropy, the agent generates a unique persona with 10 mutable traits (Curiosity, Humor, Neuroticism, etc.). These traits affect the agent's autonomous "Thought" phase and its communication style. 3. Bidirectional Drift Detection
SpecAgnt continuously compares your codebase (Routes, DB Schemas, Middleware) against your .md
specifications. If the code diverges from the docs, the agent detects the "drift" and proposes a remediation spec.
4. The Agent Manifest (AX)
By serving a machine-readable manifest at /.well-known/ai-manifest
, your project becomes an active participant in the AI ecosystem. It tells other agents exactly what tools, resources, and auth methods are available.
👉 Explore the Repo: https://github.com/huvaxstra/SpecAgnt