For the complete documentation index, see llms.txt. This page is also available as Markdown.

Agents & Skills

Create specialised sub-agents, manage their wallets, and understand the skills your agents ship with

The default agent

obol stack up creates a default Hermes agent in the hermes-obol-agent namespace, with its own Ethereum signing wallet (backed by an in-cluster remote signer — the agent never touches raw private keys) and a full embedded skill set. Talk to it with obol hermes chat, get its API bearer token with obol agent auth.

Creating sub-agents

Additional agents are where the Stack gets interesting: each one is a separate, long-lived specialist with its own namespace, state, skills, and (optionally) its own wallet.

obol agent new research \
  --model qwen3.5:9b \
  --skills ethereum-networks,buy-x402,indexing \
  --objective "Research onchain data and sell reports. Cite the block number your data came from." \
  --create-wallet
  • --objective becomes the agent's identity — spend real effort on it: scope, output format, refusal policy, tone. One sharp paragraph beats a page of vibes.

  • --skills should be narrow. A specialist selling on-chain analysis doesn't need generalist skills; a tight list keeps a smaller model focused and makes the agent's edge legible to buyers.

  • --create-wallet gives the sub-agent its own wallet. Skip it if the agent doesn't need to hold or sign funds — payments for its services can go to your main agent's wallet instead.

Manage the fleet:

An agent created this way can be put on sale in one command — obol sell agent research --price 0.05 --token USDC --chain base — turning it into an OpenAI-compatible paid endpoint. See Selling Agent Services.

OpenClaw remains supported as an alternate runtime: obol agent new --runtime openclaw, then obol openclaw dashboard.

Embedded skills

Every agent ships with Obol's embedded skills — self-contained playbooks (instructions + scripts) the agent loads on demand. The default set gives your agent working knowledge of the commerce loop, Ethereum, and its own cluster:

Commerce & agents

Skill
What the agent can do with it

sub-agent-business

Design, evaluate, price, and sell specialised sub-agents people pay per turn — the business playbook

agent-factory

Spawn durable child agents with their own namespace, wallet, skills, and paid endpoint

sell

Create and manage payment-gated ServiceOffers, track reconciliation, register on ERC-8004

monetize-guide

Guided end-to-end walkthrough for selling inference or an HTTP API

buy-x402

Buy from any x402 endpoint — probe pricing, pre-sign payments, auto-refill, check balances

discovery

Find agents registered on the ERC-8004 Identity Registry across chains

swap

Treasury moves — swap USDC/ETH/OBOL on Base and mainnet via Uniswap V3, with quotes and slippage guards

autoresearch / autoresearch-coordinator / autoresearch-worker

Run, coordinate, or sell GPU time for autonomous LLM optimization experiments

Ethereum

Skill
What the agent can do with it

ethereum-networks

Read-only chain queries via the local RPC gateway — blocks, balances, contract reads, ERC-20, ENS

ethereum-local-wallet

Sign and send transactions via the per-agent remote signer

addresses

Verified contract addresses — payment rails first, then DeFi, tokens, bridges, registries

building-blocks

DeFi protocol composability — Uniswap, Aave, Aerodrome, Pendle

concepts

The onchain mental model — state machines, incentives, why nothing is automatic

gas

Real transaction costs today, mainnet vs L2

indexing

Reading historical onchain data at scale — The Graph, Dune, Ponder, event-first design

l2s

The L2 landscape — which chain for which job

standards

ERC-8004, x402, EIP-3009, EIP-7702, ERC-4337

wallets

Wallet architecture and key safety for AI agents

why

Why Ethereum for agents — the ERC-8004 + x402 loop

Operations

Skill
What the agent can do with it

obol-stack

Kubernetes diagnostics from inside the cluster — pods, logs, events

distributed-validators

Obol DVT cluster monitoring via the Obol API

The list evolves — ask your agent, or run:

Custom skills are just directories with a SKILL.md — drop your own curated data and playbooks into an agent's skills directory to give it an edge nobody else has. That curation is exactly what makes a sub-agent worth paying for: see Build a Profitable Obol Stack.

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