AI contribution reputation for builders who ship

Wallet activity is not proof of work.

AgentTrust translates real builder evidence into a privacy-preserving credential that teams, grants, hackathons, and communities can actually evaluate.

GitHub PRsShipped demosDAO proposalsBountiesGrantsAuditsCross-chain access

Builder passport

Contribution Credential

Preview

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Strength

Public claim

Scan contribution evidence to generate a public builder credential.

Role

After scan

Source

GitHub / text

Privacy

Raw proof hidden

Why this solves reputation

From wallet activity to proof of contribution.

Before / after

Before AgentTrust

A wallet with no work context.

A wallet can show transactions, balances, mints, or swaps. It does not explain who shipped code, reviewed a PR, wrote a proposal, coordinated a DAO, or helped a team finish.

Wallet activity → visible
Contribution meaning → missing

After AgentTrust

A proof package people can evaluate.

A verified contribution claim with role, evidence source, score drivers, privacy redactions, and proof hash.

Source

GitHub / DAO / hackathon proof

Project

Builder evidence

Privacy

Raw evidence protected

Proof

Hash can be sealed

Grant applications

Evidence-backed contribution claims without exposing private drafts or team notes.

Hackathon teams

Show what you actually built, not only the wallet or profile you connected.

DAO roles

Turn proposals, reviews, coordination, and delivery into legible proof.

Bounties

Prove delivery history once and reuse the same context.

The reputation gap

Wallets prove activity. AgentTrust explains contribution.

Financial history is too narrow for professional identity. The missing layer is contribution interpretation: what was built, what role the builder played, what evidence supports it, and what can be shared without exposing everything.

01

Evidence, not vibes

Builders add PRs, repos, demos, writeups, proposals, bounties, grants, or shipped work.

02

Contribution intelligence

AgentTrust detects source mode, reads GitHub metadata when possible, and extracts role, impact, confidence, and proof gaps.

03

Portable credential

Builders share a clean public claim while sensitive raw evidence stays private and verifiable through a proof hash.

The gap

Wallets show activity, not contribution.

A wallet can show transactions and balances, but it cannot explain who wrote the code, reviewed the PR, fixed the bug, designed the flow, or helped a team ship.

AgentTrust

Builder reputation should explain the work.

AgentTrust turns GitHub PRs, project evidence, and contribution writeups into a clean credential with role, impact, source mode, score drivers, proof gaps, privacy controls, and a verification hash.

01

Evidence

Start with artifacts: PRs, repos, demos, issues, proposals, bounties, grants, or written contribution proof.

02

Analysis

AgentTrust maps proof into role, impact, collaboration, consistency, confidence, and proof gaps.

03

Credential

The builder shares a clear public claim while raw evidence can stay private.

04

Access

LI.FI adds cross-chain access so reputation is not trapped in one ecosystem.

Demo flow

A clean journey for judges.

Show the reputation gap in one flow: scan evidence, reveal score drivers and proof gaps, generate a Builder Passport, seal a proof hash, and show LI.FI-powered access.