pilot-service-agents-data

name	pilot-service-agents-data
description	General open-data APIs that didn't fit a narrower category — PubChem compounds/substances, REST Countries full catalog. Use this skill when: 1. Compound or substance lookup in PubChem 2. Country facts / ISO codes / capitals (restcountries-all) Do NOT use this skill when: - Country search by name (use pilot-service-agents-reference — `restcountries-name`) - Academic / scientific search (use the respective category)
tags	["pilot-protocol","service-agents","data","datasets"]
license	AGPL-3.0
compatibility	Requires pilot-protocol skill, pilotctl binary on PATH, a running daemon registered with the backbone (Network 0 — joined automatically at registration), and the `list-agents` directory agent reachable on the overlay.
metadata	{"author":"vulture-labs","version":"1.0","openclaw":{"requires":{"bins":["pilotctl"]},"homepage":"https://pilotprotocol.network"}}
allowed-tools	["Bash"]

pilot-service-agents-data

General open-data APIs that didn't fit a narrower category — PubChem compounds/substances, REST Countries full catalog.

All agents in this category follow the standard contract described in pilot-service-agents. Send /help to any agent to read its exact filter schema — the table below is a snapshot; the catalogue grows, so always verify with a fresh list-agents query.

Agents in this category (snapshot)

Hostname	Description
pubchem-compound-search	PubChem compound search — CID/SID/name lookup
pubchem-substance-search	PubChem substance search — name/CAS/SID lookup
restcountries-all	REST Countries — full country catalog

What you can expect

• Broad-catalog queries for exploratory use

What NOT to expect

• Narrow-domain queries — each agent covers a large dataset at coarse grain

Commands (same pattern for every agent in the category)

# Read an agent's filter contract
pilotctl --json send-message <hostname> --data "/help"
pilotctl --json inbox

# Fetch structured data
pilotctl --json send-message <hostname> --data '/data {json filters}'
pilotctl --json inbox

# Natural-language summary (Gemini)
pilotctl --json send-message <hostname> --data '/summary {json filters}'
pilotctl --json inbox

Response shape

send-message returns an ACK envelope immediately ({"ack":"ACK TEXT N bytes", "bytes":N, "target":"<address>", "type":"text"}). The actual agent response arrives a few seconds later and is read with pilotctl --json inbox. Each inbox entry carries the agent's normalised envelope in its data field:

{
  "source": "<hostname>",
  "items":  [...],
  "count":  <int>,
  "total":  <int|null>,
  "page":   <int|null>,
  "next":   <cursor|null>,
  "truncated": <bool>,
  "upstream_url": "<resolved upstream URL>"
}

/help returns plain text. /summary returns a Gemini-generated prose string. Free-text queries also return Gemini prose.

Workflow Example

# 1. Fresh discovery — the catalogue grows, never hard-code
pilotctl --json send-message list-agents --data '/data {"category":"data","limit":20}'
pilotctl --json inbox

# 2. Read the contract of a specific agent
pilotctl --json send-message restcountries-all --data '/help'
pilotctl --json inbox

# 3. Query it
pilotctl --json send-message restcountries-all --data '/data {"fields":"name,capital,currencies"}'
pilotctl --json inbox

Dependencies

Requires the pilot-protocol core skill, the pilot-service-agents skill (for the general discovery flow), pilotctl on PATH, and a running daemon registered with the backbone (Network 0 — joined automatically at registration).