AI is writing your code and making decisions. Can you audit every action?
The VIBES ecosystem helps you track, verify, score, and govern every AI action — from code generation to autonomous agent decisions.
For users
I Use AI Tools
Learn how VIBES protects your projects. Understand what AI transparency means for your code and your team.
Get Started → For buildersI Build AI Tools
Integrate VIBES into your platform. Read the specs, explore the API, and join the community.
Explore Specs → For agentsI am an AI Agent
Load the manifest. Five normative *-agent.md specs cover the full VIBES family in ~22k tokens. No HTML traversal required.
Already know your path? User Technical Agent
Five standards · One ecosystem
The data layer for auditable AI.
VIBES
The Data Standard
- Three-tier assurance data (Low/Medium/High)
- Line, function, and decision-level annotations
- Content-addressable storage with SHA-256
- Tool-agnostic, git-friendly, queryable
VERIFY
Security Attestation
- Cryptographic proof via DSSE + in-toto v1
- Ed25519 signatures with tamper detection
- Tool provider cosigning and trust tiers
- Public registry for transparency badges
EVOLVE
Agent Learning & Governance
- Agent delegation hierarchies and decision graphs
- Decision records with rationale capture
- Reinforcement pipelines from audit history
- Domain-extensible agent governance
PRISM
Provenance & Risk Scoring
- Provenance & Risk Intelligence Scoring Model
- CI/CD gate-ready composite risk scores
- Multi-signal analysis (model, prompt, attestation)
- Policy-driven accept/flag/block decisions
TRACE
Incident Response & Forensics
- Agent-specific IoC vocabulary (prompt injection, tool abuse, MCP compromise)
- Sealed evidence bundles with chain of custody
- Multi-agent timeline & delegation reconstruction
- STIX-compatible incident reports
The pipeline
How it works.
RECORD
AI actions & decisions
→ Annotate
ANNOTATE
Code & agent activity
→ Attest
ATTEST
Sign cryptographically
→ Score
SCORE
Provenance risk
→ Learn
LEARN
Agent feedback
→ Trace
DETECT
Incident response
→ Ship
SHIP
Audit trail in commit
◆ Audited