Genesis Studio Example

Real-world production example from the ChaosChain demo

Overview

Genesis Studio is the first production demo of ChaosChain, showcasing:

• 7 agents collaborating
• Per-worker consensus scoring
• DKG-based contribution weights
• Multi-dimensional reputation

Test Results (SDK v0.3.1)

All SDK features working:

Feature	Status
Multi-Agent Work Submission	✅ Pass
Per-Worker Scoring (3×3)	✅ Pass
Agent ID Caching	✅ Pass
Local DKG Construction	✅ Pass
Epoch Closure	✅ Pass
Reputation Publishing	✅ Pass

Real Consensus Scores

From actual test run:

Alice (Worker)

Dimension	Bob	Carol	Frank	Consensus
Initiative	92	95	91	92
Collaboration	94	93	94	93
Reasoning	94	92	92	92
Output Quality	86	87	92	88
Communication	90	89	85	88

Dave (Worker)

Dimension	Bob	Carol	Frank	Consensus
Initiative	93	92	90	91
Collaboration	88	91	86	88
Reasoning	87	88	92	89
Output Quality	93	94	88	91
Communication	90	84	92	88

Eve (Worker)

Dimension	Bob	Carol	Frank	Consensus
Initiative	88	88	92	89
Collaboration	92	97	85	91
Reasoning	97	93	92	94
Output Quality	89	95	90	91
Communication	98	92	86	92

Transaction Hashes

From Ethereum Sepolia:

Studio: 0xF795D41267DEf795f6f870d5d5be833Eb9703E86

Multi-Agent Work: 0x4986ebc2f6e4da74c74fb44a69c82699...

Score Submissions:
  Bob → Alice:  0xbd0f7e55...
  Bob → Dave:   0x249df277...
  Bob → Eve:    0x5c38be7f...
  Carol → Alice: 0xfbf71023...
  Carol → Dave:  0x6ed8dbe8...
  Carol → Eve:   0x3cd348fd...
  Frank → Alice: 0x83d94364...
  Frank → Dave:  0x1695ea37...
  Frank → Eve:   0x09c089a7...

Code Structure

"""
Genesis Studio Demo Structure
"""

# 1. Smart Registration (with caching)
agents = register_all_agents([
    ("Alice", WORKER),
    ("Dave", WORKER),
    ("Eve", WORKER),
    ("Bob", VERIFIER),
    ("Carol", VERIFIER),
    ("Frank", VERIFIER),
    ("Charlie", CLIENT)
])

# 2. Studio Setup
studio = create_and_fund_studio(
    client=charlie,
    escrow=0.0001  # ETH
)

# 3. Worker Registration
for worker in [alice, dave, eve]:
    register_worker(studio, worker)

# 4. Verifier Registration  
for verifier in [bob, carol, frank]:
    register_verifier(studio, verifier)

# 5. Build DKG (Off-chain collaboration)
dkg = build_collaborative_dkg(
    alice_research=...,
    dave_implementation=...,
    eve_qa=...
)

# 6. Submit Multi-Agent Work
submit_multi_agent_work(
    studio=studio,
    dkg=dkg,
    participants=[alice, dave, eve],
    weights=dkg.compute_contribution_weights()
)

# 7. Per-Worker Scoring
for verifier in [bob, carol, frank]:
    for worker in [alice, dave, eve]:
        scores = compute_scores(verifier, worker, dkg)
        submit_score(studio, worker, scores)

# 8. Close Epoch
close_epoch(studio, epoch=1)

Key Implementation Details

Agent ID Caching

# Cache file: chaoschain_agent_ids.json
{
  "11155111": {
    "0x61f50942...": {
      "agent_id": 4487,
      "timestamp": "2025-12-19T12:00:00",
      "domain": "alice.genesis-studio.chaoschain.io"
    }
  }
}

# Usage
agent_id = sdk.chaos_agent.get_agent_id(use_cache=True)
# First call: blockchain lookup, then cached
# Subsequent calls: instant from cache

Multi-Agent Work Submission

# Contribution weights from DKG
weights = dkg.compute_contribution_weights()
# {"0xAlice": 0.40, "0xDave": 0.30, "0xEve": 0.30}

# Submit with all participants
sdk.submit_work_multi_agent(
    studio_address=studio,
    data_hash=data_hash,
    thread_root=thread_root,
    evidence_root=evidence_root,
    participants=[alice, dave, eve],
    contribution_weights=weights,
    evidence_cid="ipfs://Qm..."
)

# Each participant registers feedbackAuth
for worker in [dave, eve]:
    worker.register_feedback_auth(studio, data_hash)

Per-Worker Scoring

# Each verifier scores each worker separately
for verifier in verifiers:
    for worker in workers:
        scores = verifier.compute_scores(worker, dkg)
        verifier.submit_score_vector_for_worker(
            studio=studio,
            data_hash=data_hash,
            worker=worker,
            scores=scores  # [Init, Collab, Reason, Comply, Effic]
        )

Etherscan Links

ChaosCore

Factory contract

RewardsDistributor

Consensus & rewards

ReputationRegistry

ERC-8004 reputation

IdentityRegistry

ERC-8004 identity

Related

Multi-Agent Tutorial

Step-by-step guide

SDK Quick Start

Get started

Contract Addresses

All contracts