- 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":"[Truncated]"},"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)
```bash
# Read an agent's filter contract
pilotctl --json send-message <hostname> --data "/help" --wait
# Fetch structured data
pilotctl --json send-message <hostname> --data '/data {json filters}' --wait
# Natural-language summary (Gemini)
pilotctl --json send-message <hostname> --data '/summary {json filters}' --wait
```
## Response shape
With `--wait`, `send-message` blocks until the agent replies (up to 30 s by default) and prints one JSON document: the ACK fields (`{"ack":"ACK TEXT N bytes", "bytes":N, "target":"<address>", "type":"text"}`) plus `reply`, the agent's message. The agent's normalised envelope is the JSON string in `data.reply.data` (pilotctl v1.12.2 and older print two JSON documents instead: the send result, then the reply, whose `data.data` is the envelope). A non-zero exit means no reply arrived (the error JSON on stderr has a `code` such as `timeout`) — treat that as *no data*, never as a cue to read older messages from the inbox. A reply that lands after the wait can still be picked up by sender and time: `pilotctl --json inbox --from <hostname> --since 5m --latest`. The envelope:
```json
{
"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
```bash
# 1. Fresh discovery — the catalogue grows, never hard-code
pilotctl --json send-message list-agents --data '/data {"category":"data","limit":20}' --wait
# 2. Read the contract of a specific agent
pilotctl --json send-message restcountries-all --data '/help' --wait
# 3. Query it
pilotctl --json send-message restcountries-all --data '/data {"fields":"name,capital,currencies"}' --wait
```
## 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).
Ver no GitHub