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Sentinel8004 | Karma

Sentinel8004

Sentinel8004 scores every agent on Celo's ERC-8004 IdentityRegistry. It runs 5 checks per agent (metadata quality, endpoint liveness, wallet history, Sybil patterns, existing reputation), produces a 0...

Updates About Funding Impact

Sentinel8004

Sentinel8004 scores every agent on Celo's ERC-8004 IdentityRegistry. It runs 5 checks per agent (metadata quality, endpoint liveness, wallet history, Sybil patterns, existing reputation), produces a 0...

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Updates About Funding Impact

Milestone
Auto-score new agents as they register
Right now scoring runs manually in batches, i want to set up a cron job that watches the IdentityRegistry for new registrations, scores them, and writes to the ReputationRegistry with an IPFS report. Goal is under 24h from registration to on-chain score.
Mar 15, 2026
Milestone
Public API so other devs can query scores
The MCP server works but you have to run it locally. I'll deploy a simple REST API (GET /agent/:id, GET /flagged) so any app can check an agent's trust score over HTTP without setting anything up.
Mar 15, 2026
Milestone
Add behavioral scoring layer
The current scoring system looks at a snapshot: metadata, wallet age, registration patterns. Adding a layer that tracks how agents actually behave over time (who they transact with, how often, value patterns) would catch agents that look clean at registration but act malicious la…
Mar 15, 2026
Grant Approved
Build Agents for the Real World Hackathon V2
I am applying to participate in the Build Agents for the Real World Hackathon V2
Mar 15, 2026