Learning receipts
What you'll find here
The capability-receipt subtype used for self-improvement decisions — which actions it covers, the linked context, and the redaction floor.
Records decisions, doesn't make them.
Learning receipts record decisions. They do not approve promotion, rewrite skills, write memory facts, or export trajectories by themselves.
Supported actions
proposal
review
eval_replay
promotion
rollback
export
Linked context
LearningReceiptContext links receipts to:
Task
Policy
Skill package
Proposal
Telemetry
Replay fixture
Preference
Memory fact
Evidence
Prior receipt context
Redaction
Ids and summaries, not raw training examples.
Learning receipts redact trajectories, raw trajectories, prompts, responses, conversation payloads, export payloads, preference evidence, credentials, and secret-like metadata keys.