J Jarvisevidence and learning v0.1.0

Evidence and governed learning

Useful work leaves proof and governed improvement.

Contribution records who did what. EvidenceManifest exports portable proof. LearningRecord captures accepted learning for the human, agent, or pair. MemoryProposal and SkillProposal remain proposals until governed review accepts them. OutcomeReport brings terminal-source feedback into the learning loop.

Open example

Must store and emit

Contribution

Store contributor_refs for human, agent, service, tool, or shared contributors. Shared Contribution preserves individual contributor refs.

EvidenceManifest

Export only from valid terminal WorkSession states and include event-backed evidence_item_refs, policy_decision_refs, request_refs, review_refs, takeover_refs, and contribution_refs.

LearningRecord

Store subject_type as human, agent, or pair, with source_event_refs and review_state.

OutcomeReport

Accept post-session feedback only for terminal source WorkSession state and require learning_record_refs.

Must reject

  • EvidenceManifest export with forbidden host-private fields.
  • EvidenceManifest export from a non-terminal source WorkSession.
  • Mutation of sealed WorkSession or sealed EvidenceManifest records.
  • MemoryProposal self-confirmed from model or tool output.
  • SkillProposal activation without review.
  • SkillProposal tool-access expansion without Policy review.
  • OutcomeReport without LearningRecord reference.
  • OutcomeReport whose source WorkSession is not terminal.

Learning loop

WorkSession completed
  -> EvidenceManifest exported
  -> OutcomeReport submitted
  -> LearningRecord accepted
  -> MemoryProposal or SkillProposal remains governed
  -> future WorkSession carries accepted learning forward

Host boundary

Hosts own UI, auth, storage, runtime behavior, model routing, tool execution, billing, scoring, payment, deployment, monitoring, and host workflow.

Jarvis owns Contribution, EvidenceManifest, LearningRecord, MemoryProposal, SkillProposal, and OutcomeReport protocol records.