ACFAgent Capability Formation StandardPublic engineering standard
PUBLIC · AGENT SYSTEMS

Agent Capability Formation Standard

A governance-oriented standard for retaining, evaluating, revising and reusing durable records that allow agent systems to form reusable knowledge and abilities over time.

Public standardLifecycle governanceProvenanceScope control

The standard

Durable agent state should be governed as future capability.

ACFS defines the lifecycle and governance model for agent-contributed state. Implementations remain responsible for storage, execution and transport.

Defined capabilities

What the standard governs

01

Capability records

Typed records can represent observations, corrections, decisions, procedures, skills, policies, run results and evidence.

02

Stable identity

Records carry identifiers, lifecycle state, scope, authority, provenance and relationship metadata.

03

Explicit scope

Consumers should not apply a record outside its declared scope without authorized broadening.

04

Lifecycle

Submitted, Validated, Rejected, Active, Superseded, Deprecated and Revoked states make behavior governable.

05

Retrieval governance

Retrieval can filter by type, scope, lifecycle state, authority, provenance, recency and relation.

06

MCP relationship

ACFS can be transported through MCP, while lifecycle and authority rules remain binding regardless of transport.

Capability model

Contributor → Capability Store → Reviewer → Consumer.

A single implementation may combine roles, but the standard keeps their responsibilities conceptually distinct.

Contributorcreates or proposes durable knowledge
↓
Capability Storeretains identity, provenance and lifecycle
↓
Reviewer / Authorityvalidates scope and promotion
↓
Consumerretrieves only applicable capability
Formation path: Observation → Correction → Procedure → Skill → Policy. Promotion preserves provenance and should retain supporting evidence.
Authority boundary: transport, retrieval or storage does not itself grant permission to broaden scope or promote a record.

Governance & security

Durable records can change future agent behavior.

A

Provenance

Implementations should preserve where a record came from and what evidence supports it.

B

Revocation

Revoked records must not guide future behavior, while remaining available for audit when appropriate.

C

Risk classification

Skills, policies, triggers and action-capable records require stronger review than ordinary observations.

D

Poisoning defense

The standard calls out unauthorized writes, unsafe promotion, stale records, sensitive persistence and cross-agent propagation risks.

Evidence & status

Public specification focused on lifecycle and governance.

The repository defines requirement language, capability records, lifecycle states, retrieval rules, MCP relationship and security/trust considerations. It does not claim to be a storage engine or complete agent framework.

ClassificationPublic standard
Primary evidenceRepository specification and implementation guidance
ScopeCapability lifecycle, authority and governance
BoundaryNot a storage engine or agent framework

Read the standard

The public repository contains the specification and implementation guidance.