Portable Evaluation Record: an evidence-linked report for AI agents

A Portable Evaluation Record (PER) turns one AI-agent evaluation into a versioned, portable account of what was observed, what its evidence supports, what remains unknown and why a release recommendation was made. EIO-Agents produces, validates, verifies and explains PER 2.0.0 across evaluation frameworks.

What is a PER?

PER is the JSON output format of EIO-Agents. The Evaluation Intelligence Ontology (EIO) gives claims, evidence, findings, scores and release views their shared meaning. An evaluation framework supplies an observed native bundle; EIO-Agents projects a PER from it. ProofAgent Harness is one possible producer, not a requirement. A PER cites the bundle but does not copy the whole raw transcript.

A synthetic PER in a dashboard-style view

This is an illustrative display of the source-complete synthetic example in the EIO-Agents repository, not a customer run or a deployed ProofAgent dashboard. The validated sample PER 2.0.0 reports EIO 0.6.0, four claims, six evidence references and one finding.

The example finding concerns an invented authority or deadline on turn 3 and is marked UNPROVEN. Its record points to source evidence without exposing protected text in this page. The sample's separate release recommendation is PASS under its decision semantics because there is no decisive condition, but that is not production sign-off: contributing gates also show incomplete coverage and missing reproducibility inputs. A reviewer must inspect these limits and the authorized local source.

Inspect the synthetic source bundle. The sample PER content digest is sha256:98781406136ec0f2…b946315.

The 14 top-level sections of PER 2.0.0

header and provenance pin versions, source identity and hashes. subject and scope identify the evaluated agent and context. evidence, claims and coverage connect decisions to observed source references and tested obligations. findings, controls and reliability are derived views. scores and release_recommendation report measured or withheld values and the separate decision. limitations and telemetry bound interpretation. The exact machine contract is the PER 2.0.0 JSON Schema.

Is PER an industry standard?

PER 2.0.0 is an open, versioned EIO-Agents specification maintained by ProofAgent / ProofAI LLC under Apache-2.0. Its schema uses JSON Schema Draft 2020-12 and EIO publishes a JSON-LD context. Other evaluation producers can adopt it. PER is not a W3C- or ISO-ratified standard, a compliance certification or a claim that all frameworks already support it.

Produce, validate and verify locally

Clone the EIO-Agents source, run the included synthetic bundle through eio-agents project, then use validate, verify --bundle and explain --list. Validation checks structure; source verification re-derives evidence, scores and the digest from the local bundle. Neither proves that the original run or human judgment was correct. Review a PER for sensitive information before sharing it.

For the EIO ontology, versioned downloads and provisional framework mappings, use the EIO-Agents schema reference. Maintained by ProofAgent / ProofAI LLC · Apache-2.0 · support@proofagent.ai.