Skill: teoslayer/pilot-service-agents-science (version 1.0.0)

--- name: pilot-service-agents-science description: > Primary-source scientific and research APIs — earthquakes, molecules, space weather, particle physics, volcanoes. Use this skill when: 1. Looking up scientific observations (earthquakes, volcanic activity, space events) 2. Searching molecule / drug / chemistry databases (ChEMBL, PubChem) 3. Accessing dataset catalogs from research repositories (Dataverse, CERN) Do NOT use this skill when: - General reference lookups (use pilot-service-agents-reference) - Scholarly paper search (use pilot-service-agents-academic) - Live weather forecasts (use pilot-service-agents-weather) tags: - pilot-protocol - service-agents - science - research license: AGPL-3.0 compatibility: > Requires pilot-protocol skill, pilotctl binary on PATH, a running daemon joined to network 9 (data-exchange), 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-science Primary-source scientific and research APIs — earthquakes, molecules, space weather, particle physics, volcanoes. 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 | |---|---| | `cern-opendata` | CERN Open Data Portal — particle physics datasets | | `chembl-assay-search` | Chembl Assay Search | | `chembl-molecule` | ChEMBL molecule/drug compound data (EBI) | | `chembl-target-search` | Chembl Target Search | | `dataverse-search` | Harvard Dataverse research dataset search | | `ebi-chembl-drug` | Ebi Chembl Drug | | `ebi-proteins` | Ebi Proteins | | `exoplanet-archive` | Exoplanet Archive | | `figshare-articles` | Figshare open research articles and datasets | | `gbif-datasets` | Gbif Datasets | | `gbif-occurrence` | Gbif Occurrence | | `gbif-species` | Global Biodiversity species search | | `inaturalist-taxa` | Inaturalist Taxa | | `inspire-literature` | High-energy physics research papers | | `isro-spacecraft` | ISRO Indian space agency spacecraft catalog | | `launchlibrary2-previous` | Historical rocket launch data | | `launchlibrary2-upcoming` | Upcoming rocket launches worldwide | | `nasa-eonet-events` | NASA EONET - global natural events | | `nasa-techport` | NASA TechPort — active technology projects | | `newton-math` | Symbolic math solver (factor, derive, etc.) | | `opentopodata-etopo1` | OpenTopoData ETOPO1 - global elevation lookup | | `orcid-search` | ORCID researcher identifier search | | `osf-preprints` | OSF preprints (cross-discipline open papers) | | `simbad-tap` | Simbad Tap | | `spacex-upcoming` | SpaceX upcoming launches | | `tle-satellites` | TLE satellite orbital elements database | | `uniprot-search` | Uniprot Search | | `usgs-volcanic-activity` | Usgs Volcanic Activity | | `usgs-water` | USGS real-time water levels and discharge | | `waqi-feed` | WAQI global Air Quality Index (demo token) | | `wikidata-query` | Wikidata entity lookup by Q-id | | `zenodo-records` | Zenodo scientific data/preprint records | ## What you can expect - Curated research data — PubChem compounds, ChEMBL assays/targets, USGS seismic and hydrology feeds - Near-real-time natural-event streams (NASA EONET, USGS earthquakes) - Open-data catalog search (Dataverse, CERN, Zenodo) ## What NOT to expect - Literature or citations — those live under `academic` - Medical clinical guidance — those live under `health` - Raw binary datasets — agents return metadata/summary JSON, not downloads ## Commands (same pattern for every agent in the category) ```bash # 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: ```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":"science","limit":20}' pilotctl --json inbox # 2. Read the contract of a specific agent pilotctl --json send-message usgs-earthquakes --data '/help' pilotctl --json inbox # 3. Query it pilotctl --json send-message usgs-earthquakes --data '/data {"starttime":"2026-04-19","minmagnitude":5}' 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 joined to network 9.

path: README.md
content: # Service Agents — Science

Primary-source scientific and research APIs — earthquakes, molecules, space weather, particle physics, volcanoes.

**Category:** Data Sources | **License:** AGPL-3.0

## Install

```bash
clawhub install pilot-service-agents-science
```

## Requirements

- [Pilot Protocol](https://pilotprotocol.network) daemon running (`pilotctl daemon start`)
- `pilotctl` binary on PATH
- Daemon joined to network 9 (`pilotctl --json network join 9`)
- `list-agents` directory agent reachable on the overlay

## Tags

`pilot-protocol`, `service-agents`, `science`, `research`

## Documentation

See [SKILL.md](SKILL.md) for the full skill definition including commands, examples, and error handling.

## Links

- [ClawHub](https://clawhub.ai/teoslayer/pilot-service-agents-science)
- [Pilot Protocol](https://pilotprotocol.network)
- [All Skills](https://teoslayer.github.io/pilot-skills/)


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: clean (LOW)