Core objects
Use these objects to keep descendants inspectable, reusable, and easy to discuss.
STRUCT Genome
id
parent_ids
base_model
adapters
merge_recipe
quantization
routing_policy
mutation_budget
provenance
created_at_utc
END STRUCT
STRUCT FitnessVector
utility
calibration
robustness
latency
memory
energy
privacy
novelty
maintainability
human_benefit
evidence_uri
evaluated_at_utc
END STRUCT
STRUCT ReleasePacket
candidate_id
champion_id
intended_use
comparison_summary
fitness_delta
resource_delta
lineage_uri
evaluation_set_uri
release_stage
rollback_target
reviewer_notes
created_at_utc
END STRUCTWhy schemas help
Schemas let tools agree on what a descendant is, what evidence means, and how release decisions are recorded. They also make local-first packages easier to archive in /docs, a file-backed registry, or a project repository.
Source reports used for this guide
These reports are preserved verbatim in the site archive. The guide above is an editorial synthesis and may narrow, qualify, or reorganize claims from the source material.