29 tools. 10 only read. 1 only computes. 12 change records, and 2 of those delete or cancel. 6 have no reading.

AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.

AI readings summary · beta

The service lists 29 tools, and 23 have AI readings.

gate_revoke_run and gate_revoke_app are read as deleting or cancelling records.

5 tools are read as changing records, including gate_set_response, gate_set_app_runs and gate_update_app.

5 tools are read as creating records, including gate_create_run, gate_create_app and gate_create_project.

Written by code from the AI readings on this page: it groups them and says nothing they do not.

What an agent can do here

AI readings, beta · Readings on 23 of 29 MCP tools. 2 read as deleting or cancelling.

  • Moves money

    0

    No tool read this way.

  • Deletes or cancels records

    2 tools

  • Sends messages to people

    0

    No tool read this way.

  • Changes permissions

    0

    No tool read this way.

  • Runs code

    0

    No tool read this way.

  • Should ask a person first

    0

    No tool read this way.

No counted reading 6 tools No reading was counted, so any effect above is possible for them: gate_audit_verify, gate_delegate_run, gate_explain_refusal, gate_openshell_setup, gate_revoke_member, gate_sync_declarative.

What changed

First atlas observation. Atlas history

Look first

AI reading, beta: AI adds items here; it never removes one.

  1. gate_revoke_appDeletes or cancels records · 0.90
  2. gate_revoke_runDeletes or cancels records · 0.80

Surfaces

5 protocols checked

ARDinvalid1 retrieved artifact
A2ANot found0 skills
MCPValid2025-06-18 · 29 tools · resources not advertised · prompts not advertised
OpenAPINot detected0 operations
WebMCPNot detected0 declarative form tools · experimental
Exact states and meaning
  • ARD
    failed

    Exact state: invalid · Revision 0.9 draft · 1 retrieved artifact

    InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.

    Not observed / not fetched

  • A2A
    absent

    Exact state: not found · 0 skills

    The supported discovery location returned no matching document.

    Not found does not prove the service exposes no such interface elsewhere.

    Not observed / not fetched

  • MCP
    observed

    Exact state: valid · Revision 2025-06-18 · 29 tools · resources not advertised · prompts not advertised

    A usable protocol document was retrieved and validated.

    Directly observed

  • OpenAPI
    absent

    Exact state: not detected · 0 operations

    No endpoint was established from the evidence and scope that InterfaceDelta inspected.

    Not detected does not prove that no endpoint exists.

    Not observed / not fetched

  • WebMCP
    absent

    Exact state: not detected · 0 declarative form tools · experimental

    No named declarative WebMCP form tools were observed in the origin root HTML.

    Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.

    Not observed / not fetched