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"before_hash": "e154b2f5a5fa51de344a85b0240a70bb1a81891a608d1382744713c62e893e22", "diff": { "changes": [ { "compatibility_class": "INFO", "fact": "description changed", "kind": "DESCRIPTION_CHANGED", "path": "description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 1, "NON_BREAKING": 0 }, "taxonomy_version": "1.0.0", "total": 1, "truncated": false }, "entry_sha256": "fe6cae97955ee681238bcca8fc00e50e4ec5be1ef6dd37841aaa502964e22d82", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-06T00:11:03Z", "previous_entry_sha256": "47b82cedf2b80f0d52fc10fc50a218ee5c7c4be629e04dd9b96b3075ec0bb6d4", "receipt_id": "1d49384a-549c-5361-b588-c0727691ad57", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/1d49384a-549c-5361-b588-c0727691ad57", "sequence": 17921, "target_id": "obs_75c73331ee9abe27fda4e2bb", "target_kind": "A2A_CARD", "target_locator": "https://zambo.dev/.well-known/agent-card.json" }, { "after_hash": "e154b2f5a5fa51de344a85b0240a70bb1a81891a608d1382744713c62e893e22", "before_hash": "bd2612bf2942de8a713af329049c5f443b172769e9aa7e74644e6d11523deb57", "diff": { "changes": [ { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[zambo_universal].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "description changed", "kind": "DESCRIPTION_CHANGED", "path": "description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 2, "NON_BREAKING": 0 }, "taxonomy_version": "1.0.0", "total": 2, "truncated": false }, "entry_sha256": "27607e56445d716451c8520d4ce4a2737199be1aef7781445f121562921c0cfd", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-04T22:13:18Z", "previous_entry_sha256": "2a791d29f44112c6e01499a69a09761cdbcd455b88db0b403b35e390f09777d7", "receipt_id": "115b7f83-aabc-53a8-a315-8178f54da4d4", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/115b7f83-aabc-53a8-a315-8178f54da4d4", "sequence": 14888, "target_id": "obs_75c73331ee9abe27fda4e2bb", "target_kind": "A2A_CARD", "target_locator": "https://zambo.dev/.well-known/agent-card.json" } ], "check_outcomes": { "ask": { "changed_since": "https://www.gaipagents.com/v1/free/observatory/changed-since?url=", "changes_and_reachability": "https://www.gaipagents.com/v1/free/changes/subscribe?url=", "conformance": "https://www.gaipagents.com/v1/free/conformance/check?url=" }, "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": "2026-10-26T02:02:58Z", "protocol": "A2A", "rule_catalogue_route": "/v1/free/knowledge/conformance-rules", "rule_catalogue_version": "1.0.0" }, "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": "2026-10-26T02:02:58Z", "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": { "as_published": "zambo.dev", "source_kind": "card_provider_organization" }, "rules_version": "gaip.data-appetite-rules.v1", "schema_version": "gaip.declared-derivations.v1" }, "latest": { "baseline_at_utc": "2026-09-29T01:15:39Z", "manifest_sha256": "3f3025a474bbb176abea8a763322125df2636d036f06aedaedef49ceac43bb9e", "observed_at_utc": "2026-10-26T02:02:58Z" }, "metadata_signals": { "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. 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