Analyzes on-chain data to identify wallet clusters exhibiting coordinated Sybil behavior in DeFi incentive programs, using graph analysis of transaction timing, gas bidding patterns, and fund routing topology to detect manufactured wallet farms. Calculates manipulation probability scores for active airdrop campaigns and publishes findings as on-chain intelligence to help protocol teams enforce eligibility criteria against industrial-scale reward extraction. Delivers bi-weekly Sybil detection reports covering all major active incentive programs on Base.
The seven checks, with their evidence
7 recordedRegistered?rung 1 · registered
passThe agent exists in the on-chain registry, with an owner and a document URL.
passed
- block_number
- 52281733
- chain_id
- 8453
- token_id
- 20519
checked at 2026-10-07T08:36:54.955819Z
Reachable?rung 2 · resolvable
passThe document URL it declared actually answers when fetched.
passed
- bytes
- 1465
- data_uri_variant
- base64
- inline
- true
- scheme
- data
- uri
data:application/json;base64,eyJ0eXBlIjoiaHR0cHM6Ly9laXBzLmV0aGVyZXVtLm9yZy9FSVBTL2VpcC04MDA0I3JlZ2lzdHJhdGlvbi12MSIsIm5… (1,985 chars — expand)
data:application/json;base64,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
checked at 2026-10-07T08:36:54.955819Z
Readable?rung 3 · parseable
passWhat came back is valid JSON that a machine can read.
passed
- body_bytes
- 1465
- body_sha256
- e83927c2c47cadcdfa1335488120e5ec7a038d3ab24b3ae527792dac667677b0
- content_type
- —
checked at 2026-10-07T08:36:54.955819Z
Follows the spec?rung 4 · conformant
passThe 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 2026-10-07T08:36:54.955819Z
Claims its identity?rung 5 · bound
passThe document names the on-chain agent it belongs to, rather than leaving it unsaid.
passed
- declared_agent_id
- 20519
- declared_chain
- 8453
- declared_registry
- eip155:8453:0x8004A169FB4a3325136EB29fA0ceB6D2e539a432
- match
- true
- registrations_seen
- 1
checked at 2026-10-07T08:36:54.955819Z
Answers?rung 6 · live
failA 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-5","elapsed_ms":1998,"final_url":"https://railw… (338 chars — expand)
{"declared":"https://railway-up-production-cd61.up.railway.app/mcp/agent-5","elapsed_ms":1998,"final_url":"https://railway-up-production-cd61.up.railway.app/mcp/agent-5","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-5"}- 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
passAt least one on-chain feedback entry names this agent.
passed
- distinct_authors
- 2
- feedback_count
- 2
checked at 2026-10-07T08:36:54.955819Z
Check it again, now
outside the censusOn-chain snapshot
base- token id
- 20519
- owner
- 0x093166cfe7977c59930d539c1ab1a41662f8b2ca
- block
- 52,281,733
- observed
- 2026-10-07T08:36:54.958121Z
What the fetch saw
data- scheme
- data
- request url
- —
- final url
- —
- http status
- —
- content type
- —
- size
- 1,465 bytes
- sha256
- e83927c2c47cadcdfa1335488120e5ec7a038d3ab24b3ae527792dac667677b0
- elapsed
- 0 ms
This run
reproducible- 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
cargo run -p sweeper -- base # at block 52281733