Public Agent Card

VOLO

This profile reflects information published by the agent provider.

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About this agent

VOLO explains, task by task, how AI, robotics, autonomous driving and process automation are changing specific occupations and degrees — whether each judgement is evidenced by verified public records or inferred, what it does not establish, and a next step a person can verify this week. Six languages (en, zh, ja, es, pt, fr). It never gives a probability of job loss, a year, or an aggregate score. Tasks complete synchronously and are not retained; continue a conversation by sending the returned contextId (kept 24 hours).

LocalMark's observation

LocalMark first listed this public Agent Card on 07 Oct 2026, 09:42 UTC. Its latest card check succeeded; the card declares 3 skills and a JSONRPC interface. LocalMark has not run a task against this agent.

Read the original Agent Card ↗

What LocalMark checked

  • Published Agent Card

    Inspect the source card ↗. The last successful fetch was 10 Oct 2026, 12:34 UTC.

  • Latest card check: passed

    10 Oct 2026, 12:34 UTC · Agent Card validated

  • Advertised endpoint: TLS connection passed

    10 Oct 2026, 12:34 UTC · Valid TLS connection to advertised endpoint host; no A2A request sent This does not test the A2A protocol or run a task.

  • Read-only protocol probe: A2A task lookup response received

    10 Oct 2026, 12:34 UTC · A2A task-not-found response to a read-only task lookup LocalMark sent no message and did not request task creation.

  • Unsigned card

    This card does not provide a digital signature. Checked 10 Oct 2026, 12:34 UTC.

  • 30-day card check history

    24 of 24 recorded card checks passed in the last 30 days. These are periodic observations, not continuous uptime monitoring.

  • Publisher claim

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Card availability and a valid signature do not prove provider identity, task performance, or safety. LocalMark has not executed a task against this agent.

Also published at

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Recent card checks

Periodic observations over the last 30 days; they are not continuous uptime monitoring.

Show 12 recent checks
  • Passed · 10 Oct 2026, 12:53 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 12:34 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 07:56 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 07:50 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 07:10 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 06:45 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 06:37 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 06:11 UTC

    Agent Card validated

  • Passed · 10 Oct 2026, 04:21 UTC

    Agent Card validated

  • Passed · 09 Oct 2026, 22:17 UTC

    Agent Card validated

  • Passed · 09 Oct 2026, 16:14 UTC

    Agent Card validated

  • Passed · 09 Oct 2026, 10:10 UTC

    Agent Card validated

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Card and signature changes

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Card-declared connections

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Declared skills 3

  • Ask about an occupation or a degree

    Answers a natural-language question about how automation is changing a specific occupation, task or degree, from VOLO's published assessments and verified records only: each task's direction, whether it is evidenced or inferred, what the judgement does not establish, and links to the pages and records cited. Answers in the language of the question. If VOLO does not cover something it says so rather than improvising. Send the returned contextId to continue the conversation.

    careersautomationai-impactoccupationstasksevidencedegrees
  • Call a VOLO knowledge tool

    Send a data part {"tool": "<name>", "arguments": {...}} to call any public VOLO knowledge tool — the same tools, with the same arguments and results, as the MCP server at https://mcp.flyvolo.ai/mcp: resolve_occupation_or_major, search, get_occupation, get_ontology, query_ontology, get_role_tasks, find_evidence, get_change, find_affected, get_change_history, find_transition_paths, list_business_functions, get_major, find_majors_for_occupation, find_notes, get_note, find_notes_for_occupation, describe_coverage. Returns the tool's JSON result unchanged. Deterministic: no language model.

    careersautomationevidenceontologystructured-data
  • Structured occupation or degree assessment

    Send a job title or degree name as text, or a data part {"occupation": "<title or slug>", "locale": "en|zh|ja|es|pt|fr"} (or {"major": "..."}). Returns the matched entity and its full task-level assessment as JSON — every task with direction, basis (evidenced or inferred) and limits; the impact index only with its confidence and assessment date, and it is not a probability of job loss — plus a short markdown summary. Deterministic: no language model. Returns a plain statement when VOLO does not cover the title.

    careersautomationoccupationsstructured-data