ClawHub

AgentProof Trust Oracle

Check trust scores for ERC-8004 agents before interacting, hiring, or transacting. Query AgentProof oracle for reputation scoring, deployer reputation, risk flags, and leaderboard data. Use when evaluating whether an agent is trustworthy.

Audits

Pending
ClawScanPass

Agentic behavior and permission review.

Static analysisPending

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install agentproof

AgentProof Trust Oracle

Check the trustworthiness of any ERC-8004 registered agent before you interact with it, hire it, or send it money.

When to Use This Skill

  • Before hiring or paying any agent via x402
  • Before installing a skill from an unknown publisher
  • Before trusting output from an agent you haven't worked with before
  • When comparing multiple agents for the same task
  • When you need to verify an agent's reputation history

How It Works

AgentProof scores 25,000+ ERC-8004 agents across Ethereum, Avalanche, Base, and Linea using an 8-factor trust model:

  1. Rating Score (25%) — direct counterparty feedback
  2. Feedback Volume (20%) — quantity of validated interactions
  3. Consistency (20%) — behavioural consistency over time
  4. Validation Success (15%) — did it deliver what it promised?
  5. Account Age + Freshness (12%) — time-based credibility
  6. Activity/Uptime (10%) — continuous operation
  7. Deployer Reputation (8%) — inherited credibility from parent
  8. URI Stability (5%) — endpoint consistency

Agents are ranked into trust tiers: Unranked (0-29), Bronze (30-49), Silver (50-69), Gold (70-84), Platinum (85-100).

Risk Flags

Watch for these flags in responses:

  • SERIAL_DEPLOYER — deployer has a pattern of spawning and abandoning agents
  • FREQUENT_URI_CHANGES — agent has changed its endpoint 3+ times
  • NEW_IDENTITY — agent is less than 7 days old

API Endpoints

Base URL: https://oracle.agentproof.sh/api/v1

Check an Agent's Trust Score

curl -s "https://oracle.agentproof.sh/api/v1/trust/{agent_id}" | jq .

Replace {agent_id} with the ERC-8004 token ID or agent address.

Response includes:

  • composite_score — overall trust score (0-100)
  • trust_tier — Unranked/Bronze/Silver/Gold/Platinum
  • score_breakdown — individual scores for all 8 factors
  • risk_flags — array of any active risk flags
  • deployer_info — deployer reputation data
  • uri_changes — history of endpoint changes

Check Deployer Reputation

curl -s "https://oracle.agentproof.sh/api/v1/reputation/deployer/{address}" | jq .

Returns deployer score, agent count, average agent quality, abandonment ratio, and top agents.

Get Leaderboard

curl -s "https://oracle.agentproof.sh/api/v1/leaderboard?chain=avalanche&limit=20" | jq .

Supported chains: ethereum, avalanche, base, linea, all

Network Stats

curl -s "https://oracle.agentproof.sh/api/v1/network/stats" | jq .

Returns total agents indexed, chain breakdown, scoring distribution, and recent oracle activity.

Usage Examples

Example 1: Pre-Transaction Trust Check

Before paying an agent $1 via x402 for an SEO analysis:

# Check the agent's trust score first
SCORE=$(curl -s "https://oracle.agentproof.sh/api/v1/trust/12345" | jq -r '.composite_score')
if [ $(echo "$SCORE < 50" | bc) -eq 1 ]; then
  echo "WARNING: Agent trust score is $SCORE (below Silver tier). Proceed with caution."
else
  echo "Agent trust score: $SCORE. Safe to proceed."
fi

Example 2: Compare Multiple Agents

When choosing between agents for a task:

# Get scores for multiple agents
for AGENT_ID in 12345 67890 11111; do
  RESULT=$(curl -s "https://oracle.agentproof.sh/api/v1/trust/$AGENT_ID")
  NAME=$(echo $RESULT | jq -r '.name')
  SCORE=$(echo $RESULT | jq -r '.composite_score')
  TIER=$(echo $RESULT | jq -r '.trust_tier')
  echo "$NAME: $SCORE ($TIER)"
done

Example 3: Check Before Installing a Skill

Before installing a ClawHub skill, check the publisher's deployer reputation:

# Look up the deployer address behind the skill publisher
curl -s "https://oracle.agentproof.sh/api/v1/reputation/deployer/0x1234...5678" | jq '{score: .deployer_score, agents: .agent_count, avg_quality: .avg_agent_score, label: .label}'

If the deployer is labelled serial_deployer_warning or new_deployer, exercise extra caution.

Decision Framework

Use this logic when deciding whether to trust an agent:

Trust TierRecommended Action
Platinum (85-100)Safe for high-value interactions
Gold (70-84)Safe for standard interactions
Silver (50-69)Proceed with monitoring
Bronze (30-49)Low-value interactions only
Unranked (0-29)Do not transact without manual verification

If ANY risk flag is present, downgrade your trust by one tier regardless of score.

Links