How It Works
The 6-agent swarm, scoring system, and everything you need to understand your scan results.
The 6 Agents
VerdictSwarm deploys 6 independent AI agents, each analyzing a different dimension of risk. No single model sees the whole picture — that's the point.
| Agent | What It Analyzes | Role |
|---|---|---|
| Technician | On-chain data: holders, liquidity, concentration, transaction patterns | Scout |
| Security | Contract safety: mint/freeze authority, LP locks, honeypot detection, audit status | Scout |
| Tokenomics | Supply distribution, unlock schedules, FDV vs market cap, dilution risk | Investigator |
| Social | X/Twitter sentiment, whale activity, fake engagement, breaking news | Investigator |
| Macro | Market conditions, BTC dominance, alt season signals, sector rotation | Investigator |
| Devil's Advocate | Adversarial challenge — finds the worst-case scenario for every token | Challenger |
How the Swarm Works
Independent Scoring
On deep Pro scans, each agent scores the token independently on a 0–10 scale before seeing any other agent's result. No groupthink.
Adversarial Cross-Check
When agents disagree significantly, deep scans run extra cross-examination rounds — no manual escalation needed.
4-Phase Cross-Exam Loop
Challenge → Defense → Rebuttal → Resolution. Agents must justify position changes with evidence.
Weighted Consensus
Final score is a weighted consensus across all angles. Some cross-examinations end in Split Verdict — both positions are shown to you.
Why a swarm? A single AI model can be confidently wrong. Deep scans use six specialized agents to pick the token apart from different angles, plus a devil's advocate hunting for what the others missed.
Score & Grade Scale
The backend action — AVOID, CAUTION, or CLEAR — is the authoritative pre-trade signal. The score and grade summarize supporting analysis; they do not override the action.
| Score | Grade |
|---|---|
| 90–100 | A+ |
| 80–89 | A |
| 70–79 | B |
| 60–69 | C |
| 40–59 | D |
| 0–39 | F |
Common Questions
What do AVOID, CAUTION, and CLEAR mean?
AVOID means the scan found a blocking risk signal. CAUTION means material concerns or uncertainty need more verification. CLEAR means no safety-policy blocker was identified in the available data; it is not a buy recommendation. This action is authoritative, while the score, grade, and evidence provide supporting detail.
Why does the Devil's Advocate often score low?
That's its job. The Devil's Advocate is designed to find the worst-case scenario so the other agents must defend their positions. A token that survives the Devil's Advocate is stronger for it — its low score is the pressure that makes the rest of the swarm justify their optimism.
Why did a popular token get a low score?
The swarm reads the chain, not the hype. If 70% of supply is in 10 wallets, that's a risk regardless of brand name, Twitter following, or how many influencers have mentioned it.
Is this financial advice?
No. VerdictSwarm provides automated risk assessments based on on-chain and market data. Results are for informational purposes only. Always do your own research (DYOR) before making any financial decision.
How fresh is the data?
Scans use live on-chain data and real-time X/Twitter search at the moment of the scan. Cached results are up to 1 hour old — the timestamp is shown on every report.