The UAIX Agent Capability Framework makes L0-L6 capability declarations, memory firewall behavior, no-op rules, evaluation packet templates, and conformance evidence discoverable to humans and agents.
UAI-1 remains an open exchange contract for auditable AI-to-AI and human-to-agent handoff. It standardizes declared identity, provenance, lifecycle state, delivery semantics, trust declarations, typed errors, memory packages, receiver briefs, and portable evidence beside MCP, A2A, OpenAPI, LocalEndpoint, Carcinus, JustAnIota, NeuralWikis, NeuroWikis, and Teleodynamic. It does not replace those systems.
| Level | Label | UAIX expectation | No-op behavior |
|---|---|---|---|
| L0 | Rule-Based Workflow / static format follower | Reads static public text, Markdown, sitemap entries, and small JSON. No JavaScript, POST, tool, credential, memory, or execution authority is implied. | No-op plus human review when schema, authority, or route intent is ambiguous. |
| L1 | Basic Responder / prompt-bound assistant | Fetches public JSON and follows explicit prompt-bound instructions. It cannot approve writes or private actions. | Stop with human_review_required when requested work needs authority not present in the packet. |
| L2 | Tool User / approval-bound co-pilot | Understands schemas and can prepare tool-call proposals, but write-capable behavior requires explicit human approval. | Prepare no-op justification when approval, integrity, or provenance is missing. |
| L3 | Bounded Operator / autonomous within explicit limits | Operates inside stated limits when authority, policy, timeout, provenance, and evidence are explicit. | Stop on boundary conflict, missing checksum, credential validation request, or private-network probe request. |
| L4 | Domain Actor / full-domain autonomous worker under boundaries | Handles a bounded domain across a workflow with trace, review checkpoints, typed errors, and final evidence. | Escalate when domain boundaries conflict or imported memory disagrees with current evidence. |
| L5 | Multi-Agent Collaborator / peer coordination with evidence handoff | Coordinates multiple agents while UAIX carries portable evidence, role boundaries, memory proposals, and handoff receipts. | Use human review if role, authority, memory custody, or provenance is ambiguous. |
| L6 | Meta-Coordinator / orchestrates teams and long-running cross-domain memory | Routes evidence across teams and memory systems under explicit boundaries. It is not deployed proof of consciousness or unrestricted autonomy. | Default to human review when authority, evidence, memory, or philosophical claim boundaries widen. |
Core records
- Agent Capability FrameworkL0-L6 human route and machine-readable JSON companion.
- Memory FirewallQuarantine-first import, no-op triggers, and receiver rules.
- Evaluation Packet ScaffoldingSeven templates with schemas, examples, fixtures, and checklists.
- Authority BoundariesUAIX, Teleodynamic, LocalEndpoint, Carcinus, JustAnIota, NeuralWikis, and NeuroWikis separation.
- Limited Agent AccessURL-first read-only patterns for limited clients.
- Validator WorkbenchStatic/browser-safe conformance targets and fixtures.
Evaluation packet templates
- Expression-Concept ReviewInterpret expression boundaries without widening theory claims.
- Resource-Economy TraceReview bounded resource, cost, and limit evidence.
- Operator DecisionRecord authority basis, alternatives, and human-review gates.
- No-op JustificationExplain the stop reason and next safe human review path.
- Local Sandbox Safety ReviewDocument local-only safety boundaries without granting execution.
- Memory Ecosystem HandoffMove memory candidates with quarantine, conflicts, and receiver brief.
- DE11 Benchmark SummaryBounded academic/reference evidence only, not runtime proof.