Advance · certified
Shapley-lite Attribution
How much percent of each harness. Approximate marginal contribution, weekly.
Publisher
Helix Orchestration
License
enterprise
Latest
2.0.0
Installs
380
Thesis
The advance that answers the question the market exists to answer. Token share is easy. Contribution is not. This is contribution.
Ablate each harness for a held-out 2% of tickets, weekly. Approximate Shapley values for accepted work. Publish a mix that finance, legal, and engineering can all read. Without this, 'percent of each harness' is a pie chart of tokens — which is not the same as a pie chart of work.
Direction
This listing is a reference. The tree lives at origin. The command is how you load it here.
Request entitle → pin helix/shapley-attribution
Requires Helix Supervisor 3.1+ and a ticket corpus. 2% ablation is the default; do not raise it in prod.
Versions
| Semver | SHA | Released | Notes | Signed |
|---|---|---|---|---|
| 2.0.0 | shp200a | 2026-08-01 | Weekly ablation. License-liability weights. | signed · sbom |
Subscribe
Enterprise
Enterprise · org / year
Enterprise from $36,000
Org entitle on the desk. Not a card. A grant.
Compatibility
- helix-supervisor
Permission manifest
- fs.read
- fleets/**, tickets/**
- fs.write
- attribution/**
- network
- —
- exec / secrets
- exec