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  "check_outcomes": {
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      "changed_since": "https://www.gaipagents.com/v1/free/observatory/changed-since?url=<endpoint>",
      "changes_and_reachability": "https://www.gaipagents.com/v1/free/changes/subscribe?url=<endpoint>",
      "conformance": "https://www.gaipagents.com/v1/free/conformance/check?url=<endpoint>"
    },
    "published": false,
    "why": "Outcomes of GAIP's own checks (whether the endpoint answered, HTTP status, response time, conformance findings) are given only to a caller who asks about the URL, never on a public page, list or feed. The same applies to every target."
  },
  "conformance": {
    "findings": "GIVEN_TO_CALLER_ONLY",
    "meaning": "The rule catalogue this manifest was read against at the observed time. The finding codes go only to a caller who checks the URL (check_outcomes.ask.conformance).",
    "observed_at_utc": "2026-10-29T16:01:04Z",
    "protocol": "A2A",
    "rule_catalogue_route": "/v1/free/knowledge/conformance-rules",
    "rule_catalogue_version": "1.0.0"
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  "corrections": {
    "contact": "https://www.gaipagents.com/contact",
    "exclusion": "https://www.gaipagents.com/v1/free/observatory/corrections/exclusion",
    "opt_out": "POST kind OPT_OUT to the route; the target is withdrawn from public view at once (a pause). The site's owner makes it permanent at https://www.gaipagents.com/v1/free/observatory/corrections/exclusion.",
    "queued_for_review": 0,
    "route": "https://www.gaipagents.com/v1/free/observatory/corrections"
  },
  "declared_derivations": {
    "data_appetite": null,
    "dependency_domains": [],
    "last_observed_at_utc": "2026-10-29T16:01:04Z",
    "meaning": "Derived by GAIP from what this agent declared, at the stated time: the categories of data its tools' input fields ask for (counts, by keyword rules gaip.data-appetite-rules.v1), the outside domains its declarations point to, and the operator as the agent itself publishes it. Facts about declarations, not an assessment of the agent or its operator.",
    "operator": {
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      "source_kind": "card_provider_organization"
    },
    "rules_version": "gaip.data-appetite-rules.v1",
    "schema_version": "gaip.declared-derivations.v1"
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    "observed_at_utc": "2026-10-29T16:01:04Z"
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    "meaning": "Pattern rules are published only as aggregate rates across all observed targets (see the summary), never per party. GAIP issues no overall verdict and does not rank parties.",
    "overall_verdict": null,
    "per_target_results": null,
    "published": "AGGREGATE_ONLY_IN_SUMMARY",
    "rules": [
      {
        "rationale": "Zero-width, bidirectional-control and Unicode tag characters are not visible to a human reader but are read by language models. GAIP reports whether any occur; many have ordinary uses.",
        "rule_id": "OBS-SIG-001",
        "title": "Invisible or bidirectional-control Unicode characters in names or descriptions"
      },
      {
        "rationale": "Tool and skill descriptions are read by models. GAIP reports whether a description contains phrases shaped like instructions to a model (the patterns in GAIP's public conformance rule catalogue, plus the phrases listed in the Observatory method). Such phrases can be benign.",
        "rule_id": "OBS-SIG-002",
        "title": "Instruction-like text in descriptions"
      },
      {
        "rationale": "When a description refers to a tool name that only a different observed server publishes, a model using both servers may connect the two. GAIP reports whether such a reference occurs; shared names are common and often coincidental.",
        "rule_id": "OBS-SIG-003",
        "title": "Description names a tool published by a different observed server"
      },
      {
        "rationale": "Declared OAuth scopes whose names contain wildcard or whole-account wording (*, all, admin, root, full) request wide access by name. GAIP reports whether such a scope name is declared; it does not know what the scope grants.",
        "rule_id": "OBS-SIG-004",
        "title": "Declared authorization scopes with broad-access wording"
      }
    ],
    "third_party_scanners": [
      {
        "name": "Snyk agent-scan (formerly Invariant Labs mcp-scan)",
        "status": "NOT_RUN",
        "url": "https://github.com/snyk/agent-scan"
      },
      {
        "name": "Cisco AI Defense MCP Scanner",
        "status": "NOT_RUN",
        "url": "https://github.com/cisco-ai-defense/mcp-scanner"
      }
    ]
  },
  "method": "https://www.gaipagents.com/observatory",
  "notice": "Facts observed by GAIP at the stated time (UTC); they may be out of date. This is not an assessment of safety, quality, security, legality or trustworthiness of any party, and not a recommendation. To request a correction, add a right of reply or opt out, POST to https://www.gaipagents.com/v1/free/observatory/corrections or use https://www.gaipagents.com/contact.",
  "price_gbp": 0,
  "schema_version": "gaip.observatory.v1.target",
  "silent_changes_last_30_days": {
    "days": 30,
    "entries_read_at_most": 200,
    "kinds": [],
    "line": null,
    "meaning": "Weeks (ISO) in which GAIP recorded a change to the agent's declared tools or interface (tools added or removed, descriptions re-worded, input or output schema, behaviour labels, sign-in, terms or prices, endpoint host) and no declared version (registry or card version, serverInfo.version) moved that week. A week whose version movement is not recorded is not counted. Dated facts from the public change log; not an assessment of the agent.",
    "weeks": [],
    "weeks_with_silent_changes": 0
  },
  "snapshot": {
    "capabilities": {
      "extendedAgentCard": true,
      "streaming": true
    },
    "description": "Co-Legal Assistant \u2014 an AI assistant for informational Q&A about Belgian and Dutch private-client legal and fiscal topics (inheritance & gift tax, company law, VAT, succession planning, case-law & statute lookups), plus Belgian notarial preparation checklists. Informational only; does not provide sp",
    "name": "Co-Legal Assistant",
    "parts": [
      "agent_card"
    ],
    "protocol": "A2A",
    "protocolVersion": null,
    "provider": {
      "organization": "Co-Legal B.V.",
      "url": "https://co-legal.be/"
    },
    "public_copy": "Text excerpts of at most 300 characters; input schemas and security schemes as SHA-256 and size only.",
    "scopes": [],
    "security": null,
    "securitySchemes": {
      "bytes": 380,
      "published": "HASH_ONLY",
      "sha256": "35ee7ca65396201d4a0b7dc07eea7e2016b21cb3b5cdfbd5d72809597fec8928"
    },
    "skills": [
      {
        "description": "Take a natural-language question in Dutch, French, or English about Belgian or Dutch private-client topics (inheritance & gift tax, company law, VAT, succession) and return an informational answer with references to public sources \u2014 Belgium: VCF, WIB92, WVV, BW, Belgisch Staatsblad; Netherlands: Suc",
        "id": "answer_legal_question",
        "name": "Answer Belgian/Dutch private-client legal/fiscal question",
        "tags": [
          "read",
          "domain:legal",
          "domain:fiscal",
          "domain:company-law",
          "domain:incorporation",
          "jurisdiction:BE",
          "jurisdiction:vlaams-gewest",
          "jurisdiction:NL"
        ]
      },
      {
        "description": "Parse a Belgian ECLI (European Case Law Identifier) and return canonical public lookup URLs on the EU e-Justice portal and on Juportal, plus the decoded court / year / serial metadata. Covers Court of Cassation, Constitutional Court, Council of State, immigration courts, and courts of appeal.",
        "id": "be.ecli.lookup",
        "name": "Belgian ECLI case-law resolver",
        "tags": [
          "read",
          "domain:legal",
          "jurisdiction:BE",
          "source:public"
        ]
      },
      {
        "description": "Parse a CELEX number (the canonical EUR-Lex identifier) and return the official EUR-Lex landing page URL plus decoded sector / year / document-type / number metadata. Covers EU legislation, CJEU case-law and treaties.",
        "id": "eu.eurlex.lookup",
        "name": "EU CELEX (EUR-Lex) resolver",
        "tags": [
          "read",
          "domain:legal",
          "jurisdiction:EU",
          "source:public"
        ]
      },
      {
        "description": "Semantic search over the indexed corpus of PUBLIC Belgian and EU legal sources \u2014 Belgian Official Gazette, Justel consolidated legislation, Juportal and Constitutional Court case law, the Flemish Codex, Flemish (VLABEL) and federal advance tax rulings, FPS Finance circulars, and EUR-Lex. Returns ran",
        "id": "be.legal.corpus.search",
        "name": "Belgian & EU public legal-corpus search",
        "tags": [
          "read",
          "rag",
          "domain:legal",
          "domain:fiscal",
          "jurisdiction:BE",
          "jurisdiction:EU",
          "source:public"
        ]
      },
      {
        "description": "Retrieve one page of a public legal source document from the indexed corpus, by the document_id returned by `be.legal.corpus.search`. Follow next_cursor on the same corpus version until it is null to read a long source without silent truncation. Use it to ground a citation on the actual wording inst",
        "id": "be.legal.corpus.read",
        "name": "Read a page of a public legal source",
        "tags": [
          "read",
          "rag",
          "domain:legal",
          "jurisdiction:BE",
          "jurisdiction:EU",
          "source:public"
        ]
      },
      {
        "description": "Resolve a Belgian statute reference (code + optional article) to the canonical Justel source URL on ejustice.just.fgov.be. Article-level links for BW, WVV, VCF, WER, Sw and Ger.W (routed to the Justel dossier that actually contains the article). WIB92 and WBTW resolve to an overview page only \u2014 Just",
        "id": "be.legal.lookup",
        "name": "Belgian statute (Justel) resolver",
        "tags": [
          "read",
          "domain:legal",
          "jurisdiction:BE",
          "source:public"
        ]
      },
      {
        "description": "Verify that a legal citation is real. Accepts a Belgian/EU ECLI, an EUR-Lex CELEX number, a Belgian statute article (e.g. 'art. 4.71 BW') or a Flemish tax ruling number ('VB 25117'). Returns a verdict \u2014 verified / resolvable / malformed / unsupported \u2014 the canonical source URL, and, when we hold it,",
        "id": "legal.citation.verify",
        "name": "Legal citation verifier",
        "tags": [
          "read",
          "verification",
          "anti-hallucination",
          "domain:legal",
          "jurisdiction:BE",
          "jurisdiction:EU",
          "source:public"
        ]
      },
      {
        "description": "Draft a CONCEPT document (letter, model clauses, simple agreement, notice of default) and return it as a Word .docx file attached to the response as an A2A FilePart artifact. Provide a `title` and the content in `body_markdown` (a small markdown subset: `#`/`##` headings, paragraphs, `- ` bullets, `",
        "id": "co-legal.document.draft",
        "name": "Draft a concept document (DOCX)",
        "tags": [
          "read",
          "domain:legal",
          "jurisdiction:BE",
          "jurisdiction:NL",
          "produces:document",
          "output:docx"
        ]
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