SpecAgnt v2.0: The Agent Lifecycle Framework for AI-Native Engineering

SpecAgnt v2.0, an open-source framework of 31 templates, transforms AI agents from stateless workers into digital citizens with identity, memory, and architectural responsibility by enforcing a rigorous 7-step spec-first workflow. The framework introduces agent character and lifecycle management through a DNA seed that generates unique personas with 10 mutable traits, bidirectional drift detection that continuously compares code against specifications, and a machine-readable agent manifest served at `/.well-known/ai-manifest` for ecosystem participation.

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 https://github.com/huvaxstra/SpecAgnt