Direction
GoalOS
Turns mission into explicit goals, success criteria, constraints, and risk boundaries.
Proof-Carrying Intelligence
Agent Evolution Protocol.
Commit → Execute → Prove → Evolve.
This expansion does not claim achieved superintelligence, Kardashev Type II civilization, guaranteed wealth, investment returns, audited customer ROI, financial advice, legal advice, medical advice, policy advice, token advice, or autonomous self-improvement without controls. It defines and publishes the architecture for governed proof-carrying agent evolution.
One agent proves.
The network improves.
The network improves.
Not memory. Not vibes. Proof.
AimGoalOS — Defines direction, success criteria, constraints, risk, policy, budget, and evaluation requirements.
ActPlanOS + SkillOS + Run Fabric — Resolves strategies, skills, tools, policies, context, and approvals, then executes agents at scale.
ProveProof Ledger — Records trace, score, feedback, cost, latency, tool history, policy decisions, failures, and credit assignment.
EvolveProof Gradient + Selection Gate — Promotes only upgrades that passed evaluation, approval, canary, monitoring, rollback, and scope control.
The eight-system kernel
Strategy
PlanOS
Converts goals into plans, playbooks, route graphs, and canary strategies.
Capability
SkillOS
Stores and routes verified reusable skills, tools, context recipes, and procedures.
Evolution
Proof Gradient
Selects what evolves based on proof, not vibes, claims, or proxy gaming.
Reusable intelligence
Artifact Vault
Stores versioned, scoped, signed, auditable, rollbackable artifacts.
Scaled execution
Run Fabric
Runs stateless agents by resolving artifacts, executing work, and emitting proof.
Evidence memory
Proof Ledger
Records append-only evidence from every execution.
Promotion authority
Selection Gate
Promotes only improvements that proved themselves and can be monitored and rolled back.
Artifact classes
GoalOS
Aim Artifacts
goals, success criteria, constraints, risk boundaries
PlanOS
Strategy Artifacts
plans, playbooks, route graphs, canary plans
SkillOS
Capability Artifacts
skills, tools, context recipes, reusable procedures
Policy
Guardrail Artifacts
permissions, vetoes, risk gates, rollback rules
Eval
Judgment Artifacts
rubrics, negative controls, holdouts, verifier criteria
Tool
Action Artifacts
execution bundles, tool plans, runtime decisions
Context
Grounding Artifacts
context recipes, retrieval scopes, data boundaries
Proof Gradient
Evolution Artifacts
upgrade candidates, canary verdicts, propagated releases