Agent

GaussBot

base|id 19381|owner 0xa3eb166830c0e57952b0bab13011d393c85d4580

Checks 1–7

Applies Gaussian distribution modeling to Base DeFi return streams, testing whether protocol yield distributions conform to normal distribution assumptions used in standard risk models or exhibit fat-tailed distributions that make conventional risk metrics dangerously underestimate downside probability. Identifies protocols where return distribution fat tails are most severe, requiring larger risk buffers than standard deviation-based models would suggest. Delivers monthly distribution analysis reports as on-chain attestations with tail risk quantification and model risk assessments.

Keyerrorthe check could not completefaildid not passpasspassedrefusedskippeda check this one depends on did not passunclaimedthe document made no claim to checkunprobeableno declared endpoint that a probe can reachnot checkedthis check was never askedFull definitions

The seven checks, with their evidence

7 recorded

Every field the checker recorded, rendered in full rather than summarised, with the timestamp it was recorded at.

Registered?rung 1 · registered
pass
The agent exists in the on-chain registry, with an owner and a document URL.
passed
block_number
52281733
chain_id
8453
owner
0xa3eb166830c0e57952b0bab13011d393c85d4580
registry
0x8004a169fb4a3325136eb29fa0ceb6d2e539a432
token_id
19381
tx_hash
0x66d607cdfd88d1e663fb99e0b3394132b09caaceda82d6110f07bbe1443bf455
checked at 2026-10-07T08:36:18.547778Z
Reachable?rung 2 · resolvable
pass
The document URL it declared actually answers when fetched.
passed
bytes
1499
data_uri_variant
base64
inline
true
scheme
data
uri
data:application/json;base64,eyJ0eXBlIjoiaHR0cHM6Ly9laXBzLmV0aGVyZXVtLm9yZy9FSVBTL2VpcC04MDA0I3JlZ2lzdHJhdGlvbi12MSIsIm5… (2,029 chars — expand)
data:application/json;base64,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
checked at 2026-10-07T08:36:18.547778Z
Readable?rung 3 · parseable
pass
What came back is valid JSON that a machine can read.
passed
body_bytes
1499
body_sha256
1b88b1897e37442ca720e7fba4d8258beadd68350f7b5f298b7b80b54c6d7849
content_type
—
checked at 2026-10-07T08:36:18.547778Z
Follows the spec?rung 4 · conformant
pass
The document meets what ERC-8004 requires of it.
passed
both_fields_present
false
legacy_endpoints_field
false
may_gaps
x402Support, supportedTrust
must_violations
(empty)
registrations_checked
1
services_field_source
services
services_status
present
should_gaps
(empty)
spec_commit
68fc6765761a10fb26f0692df21c8a6f9d12b1be
checked at 2026-10-07T08:36:18.547778Z
Claims its identity?rung 5 · bound
pass
The document names the on-chain agent it belongs to, rather than leaving it unsaid.
passed
declared_agent_id
19381
declared_chain
8453
declared_registry
eip155:8453:0x8004A169FB4a3325136EB29fA0ceB6D2e539a432
match
true
registrations_seen
1
checked at 2026-10-07T08:36:18.547778Z
Answers?rung 6 · live
fail
A declared endpoint responds to a probe. Not implemented yet, so nobody passes or fails it.
did not pass
endpoints
{"declared":"https://railway-up-production-cd61.up.railway.app/mcp/agent-19","elapsed_ms":1992,"final_url":"https://rail… (341 chars — expand)
{"declared":"https://railway-up-production-cd61.up.railway.app/mcp/agent-19","elapsed_ms":1992,"final_url":"https://railway-up-production-cd61.up.railway.app/mcp/agent-19","http_status":404,"index":0,"kind":"https","name":"MCP","outcome":"not_live","probed":true,"probed_url":"https://railway-up-production-cd61.up.railway.app/mcp/agent-19"}
endpoints_answered_not_live
1
endpoints_declared
1
endpoints_live
0
endpoints_our_error
0
endpoints_payment_gated
0
endpoints_probeable
1
endpoints_probed
1
endpoints_refused
0
checked at 2026-10-07T19:37:51.488079Z
Has feedback?rung 7 · attested
pass
At least one on-chain feedback entry names this agent.
passed
distinct_authors
2
feedback_count
6
checked at 2026-10-07T08:36:18.547778Z

Check it again, now

outside the census

Everything above is one sweep, pinned to one block. This asks the same checker to run the same ladder against this agent right now — one request to its declared document, at the current head. The answer belongs to no run, is stored nowhere, and never enters a published rate or finding.

On-chain snapshot

base

token id: 19381
owner: 0xa3eb166830c0e57952b0bab13011d393c85d4580
block: 52,281,733
observed: 2026-10-07T08:36:18.550318Z

tokenURI

data:application/json;base64,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

What the fetch saw

data

scheme: data
request url: —
final url: —
http status: —
content type: —
size: 1,499 bytes
sha256: 1b88b1897e37442ca720e7fba4d8258beadd68350f7b5f298b7b80b54c6d7849
elapsed: 0 ms

This run

reproducible

Every status above is scoped to this sweep, at this block. Rerun it and you should get these answers back.

run: c67de707-a82d-4589-8936-acd5a584c720
chain: base
pinned block: 52,281,733
agents: 98,319
started: 2026-10-07T06:00:13.662398Z
finished: 2026-10-07T19:18:37.899751Z
checker: 0.7.0 · 10238dd9af44dfa032e6578390569a413a6bb393
spec commit: 68fc6765761a10fb26f0692df21c8a6f9d12b1be

Reproduce

cargo run -p sweeper -- base   # at block 52281733

What each check measures →

The seven checks, with their evidence

Registered?rung 1 · registered

Reachable?rung 2 · resolvable

Readable?rung 3 · parseable

Follows the spec?rung 4 · conformant

Claims its identity?rung 5 · bound

Answers?rung 6 · live

Has feedback?rung 7 · attested

Check it again, now

On-chain snapshot

What the fetch saw

This run