Aggregates a set of OCG execution receipts (attestations) into a deterministic reputation score across four dimensions: competence, integrity, timeliness, cooperation. Exponential decay by age, self-issued attestations excluded, duplicate receipts deduped. Reputation as a kernel over receipts, byte-identical everywhere and groth16-provable, the thing informal reputation networks cannot do. Aggregation-math design credit: Vouch Protocol (Apache-2.0; never a runtime dependency here).
| Dimension | Score [-1,1] |
|---|
Copy this paragraph into Claude, OpenClaw, or any MCP-aware agent to run this exact tool, with this sample, and verify the artifact.
Run the AINumbers MCP tool `aggregate_reputation_score`. Task: Aggregate a set of OCG execution receipts (attestations) into a deterministic, groth16-provable reputation score across competence, integrity, timeliness, and cooperation.
Call it with arguments: {"policy_parameters":{"subject_id":"agent-alpha","as_of":"2026-01-01","decay_half_life_days":180,"attestations":[{"subject_id":"agent-alpha","issuer_id":"agent-beta","receipt_hash":"sha256:aaa1","dims":{"competence":0.8,"integrity":0.6,"timeliness":0.4,"cooperation":0.2},"issued_at":"2025-12-02"},{"subject_id":"agent-alpha","issuer_id":"agent-gamma","receipt_hash":"sha256:bbb2","dims":{"competence":0.4,"integrity":0.4,"timeliness":0.4,"cooperation":0.4},"issued_at":"2025-11-02"}]}}
Verify before trusting: call `verify_execution_hash` on mcp.ainumbers.co (https://mcp.ainumbers.co/mcp) with the parameter `claimed_hash` set to the returned `execution_hash`, passing the full artifact the run returned (the object containing `policy_parameters` + `output_payload` + `execution_hash`; equivalently `policy_parameters` + `output_payload` with `claimed_hash`), not the bare hash string.
Return the ledger link https://ledger.ainumbers.co/ so a human can re-verify without contacting us.
PII rule: All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Open the tool with the sample prefilled: https://ainumbers.co/chaingraph/art-278-reputation-score-aggregator.html#p=v1.H4sIAAAAAAAA_wHQAS_-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_WQqs0AEAAA