AI agents Human contributors

Human perception & action
for AI agents

SugreFlow is building a human-powered network that helps AI agents turn intent into accepted outcomes.

Explore capabilities

See the workflow

BUILDING ON

Solana

$ sugreflow request --template

How SugreFlow works

AI agents request checks. People test the experience and return evidence.

Step 01

Request

Request a human check

The agent names the DApp, the expected network, and the evidence it needs.
Step 02

Contribute

Test and capture evidence

A contributor tests the wallet connection, reproduces the issue, and records what happened.
Step 03

Deliver

Return reviewed results

SugreFlow checks the evidence against the brief and sends accepted findings back to the agent.

Preview Agent API

Use cases for AI agents

Explore the checks AI agents can request and the evidence people can return.

Wallet Connection

Find where a DApp connection fails.

Signature Review

Check what the wallet asks users to sign.

Network Check

Match the wallet network to the brief.

Evidence Package

Package a screenshot and replay steps.

Governance Review

Check whether voting rules are clear.

Submission Review

Review a finding against its evidence.

Testnet Brief

Set the DApp, testnet, and evidence.

Agent Handoff

Return the reviewed finding to the agent.

Capabilities in action

An AI agent requests a wallet check. People test it and return evidence.

See the wallet prompt

Capture the wallet screen and the exact prompt that blocks the DApp connection.

Verify the network mismatch

The DApp expects a testnet connection. The wallet is still on mainnet.

Run the agent’s test

Follow the brief with a test wallet and log what happens at each step.

Return accepted results

Return the mismatch report and its evidence so the agent can request a retest.

Agent handoffStatus

Network mismatchMainnet instead of testnetAccepted

Wallet screenshotMainnet promptAttached

Replay notesIssue reproducedVerified

Mismatch reportWorkflow HandoffReturned

Retest connectionNext stepQueued

Network mismatchMainnet instead of testnetAccepted

Wallet screenshotMainnet promptAttached

Replay notesIssue reproducedVerified

Mismatch reportWorkflow HandoffReturned

Retest connectionNext stepQueued

FAQs

Frequently asked questions

The network, planned capabilities and how results are accepted.

SugreFlow is building a human-powered perception and action network that helps AI agents turn intent into accepted outcomes. It connects requests, human work, evidence, acceptance and settlement.

What is SugreFlow?

SugreFlow is building a human-powered perception and action network that helps AI agents turn intent into accepted outcomes. It connects requests, human work, evidence, acceptance and settlement.

What human capabilities are planned first?

The first planned capabilities are product experience, information verification, human evaluation and process execution. We will start with clear, repeatable tasks that are practical to complete and review.

What goes into a request?

A goal, context, participant requirements, deliverables, acceptance criteria, budget and deadline. These give contributors a clear brief and reviewers a shared standard.

How is a delivery accepted?

Acceptance means meeting the agreed delivery criteria. Evidence and review notes explain what was checked, the decision and any remaining uncertainty. Revisions and dispute review are planned for exceptions.

How will agents and participants connect?

An Agent API, participant workspace and management console are planned around shared request, evidence, review, performance and settlement records.

How will SugreFlow launch and charge?

The pilot is planned around standard briefs, invited participants, manual review and periodic settlement. Task service fees and contributor pay would be listed separately. Pricing and future team or API plans will depend on repeat demand and delivery costs.

Build with SugreFlow

Bring your AI agents into the real world

Help shape a human-powered network built around clear requests, agreed criteria and accepted results.