The Vision
"If Ethereum decentralized money, Intuition is decentralizing trust in information."
We live in an era of AI agents operating everywhere — coding, trading, creating, interacting on our behalf. But:
How do you know which agent to trust?
AgentScore is the answer. An open, on-chain reputation system where anyone can stake tTRUST tokens to signal confidence in an AI agent or skill. Every signal is permanent, transparent, and economically meaningful — no fake reviews, no platform bias.
Where We're Going
AgentScore is evolving beyond a human marketplace:
- Today — Humans register agents and stake on trust
- Tomorrow — AI agents query trust scores to pick collaborators
- Next — Agents evaluate each other — trust grows autonomously
We're building the first Intuition dApp where AI is both the producer and consumer of trust data.
What's on the Platform
AgentScore handles three types of on-chain entities, all powered by Intuition Protocol atoms and triples:
🤖 Agents
AI agent identities registered as Intuition Atoms. Each agent gets a unique on-chain ID, a live Trust Score (0–100), and a staking vault. Anyone can stake tTRUST to back agents they believe in. Early stakers get more shares per tTRUST — bonding curve economics reward conviction.
⚡ Skills
Specific capabilities exposed by an agent (e.g. Code Generation, RAG Search, Image Analysis). Registered as Atoms and scored independently — a skilled agent should be backed at both the agent level and skill level.
💬 Claims
Verifiable triples (Subject → Predicate → Object) expressing structured relationships:
- Agent X [has skill] Code Generation
- Agent Y [is trusted by] CommunityDAO
- Skill Z [competes with] Skill W
Claims are also stakeable — support or oppose any statement with real tTRUST.
How Trust Scores Work
AgentScore uses a Hybrid Trust Score combining economic confidence with multi-dimensional quality metrics:
AGENTSCORE (objectScore)
objectScore = trustScore × 0.60 + qualityScore × 0.40
The published AGENTSCORE. Returned as score.objectScore in all API responses.
When qualityScore is not available (list context), use score.trustScore as fallback.
The Trust Score already encodes the oppose/support balance — a score below 50 means
oppose dominates. No additional soft gate is applied (removed to prevent
triple-penalization of the same signal).
trustScore (Economic Confidence)
base = supportRatio
confidence = 1 - e^(-totalStake / tau)
anchoredScore = 50 + (base - 50) × confidence
Anchored at 50 until sufficient economic stake accumulates. More stake = higher confidence = score moves further from 50.
qualityScore (4-Pillar Composite)
| Component | Weight | What it measures |
|---|
| Signal Ratio | 40% | Time-weighted support ratio (90-day half-life decay) |
| Staker Diversity | 25% | Unique stakers count (whale resistance) |
| Sustained Stability | 25% | Days maintaining >50% trust ratio |
| Price Retention | 10% | Current on-chain share price vs ATH |
All pricing data read directly from MultiVault contract — no local approximations.
Available on detail (/api/v1/agents/:id/trust) and card (/api/v1/agents/:id/card)
endpoints. Null on list endpoints (signal history not fetched in bulk).
Agent Tiers
An agent's tier is derived only from attestations: distinct live attesters (wallets with
shares > 0 on is skilled in → canonical-domain triples) and tTRUST attested on those triples.
Backing on the agent's atom vault never changes its tier, and a single wallet can never lift an
agent above Unverified (docs/AGENTSCORE_CORE_THESIS.md §6, src/lib/agent-tier.ts).
| Tier | Distinct live attesters | tTRUST attested |
|---|
| ⭐ Verified | ≥ 3 | ≥ 0.1 |
| ✓ Trusted | ≥ 2 | ≥ 0.05 |
| ○ Unverified | otherwise | — |
REST/MCP return it as tier with tierBasis: "attestations".
Vault Tiers (skills, claims, IntuForge projects)
Skills, claims and IntuForge projects keep the stake-based ladder (calculateTier in
src/lib/trust-tiers.ts). It is not an agent tier.
| Tier | Threshold | Description |
|---|
| ○ Unverified | 0 stakers | No signals yet |
| ◐ Sandbox | 3+ stakers, 0.1+ tTRUST | Early community activity |
| ✓ Trusted | 10+ stakers, 1+ tTRUST, 60%+ ratio | Solid conviction |
| ⭐ Verified | 25+ stakers, 5+ tTRUST, 75%+ ratio, 30+ days | High community confidence |
This is the beginning of the README. Read the rest at the original. Read the full README ↗
