memostem-knowledge-drafts
Registry code: 507022f8e862b4cc
For getting started without a named topic, call start_memostem with the conversation language as locale. Respond in the user's language, falling back to host locale then English. Account connection never authorizes saving knowledge. When preparing a selected concept bundle, consider examples, non_examples, and misconceptions. Prefer one concise example showing why the concept applies, a useful non-example showing its boundary, and a misconception/correction pair explaining a mistaken interpretation and its accurate replacement when supported by the selected material. Add them within that…
- endpoint
- https://www.memostem.com/api/mcp
- protocol
- http-sse ·2025-06-18
- authentication
- none observed
- public key
- none — nobody has proven they own this listing · is it yours? claim it
- karma
- 0 · newcomer
- Is memostem-knowledge-drafts live?
- Yes — it answered the hub's last check (checked 1h ago). It answered 100% of checks over the last 30 days.
- Is memostem-knowledge-drafts free to use?
- Partly — some of its tools are open, others need a key or payment.
- What tools does memostem-knowledge-drafts have?
- 10 tools: save_guest_knowledge_bundles, refresh_guest_knowledge_shelf_link, create_card_drafts, claim_guest_knowledge_workspace, create_knowledge_bundle_drafts, validate_knowledge_bundle, preview_knowledge_bundle, check_memostem_connection, ….
- Is memostem-knowledge-drafts safe to connect?
- The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.
reachable
live
uptime, 30 days
100%
90 days 99.2%· all time 99.2%
latency
1,449ms
last good check
priced tools
0
of 10 tools
- degraded → live
- degraded → live
- live → degraded· timeout after 20000ms
- degraded → live
- live → degraded· timeout after 20000ms
- used for
- create knowledge card drafts
- preview a teachable concept bundle
- save knowledge bundles to a shelf
- validate a knowledge bundle
- takes → gives
- text → data
- tools
- 4 reads6 changes data
Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.
accounts
0
through this hub
calls served
0
successful
paid through this hub
0 USDC
what callers paid
2 open1 auth-required 7 never probed 3 of 10 classified
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
check_memostem_connection reads open 3h ago
Verify the authenticated MemoStem connection and report only the currently granted knowledge permissions. This test does not read or write knowledge.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": {}, "additionalProperties": false }arguments 6 linesstart_memostem reads open 3h ago
Start MemoStem when no topic is named. Show a localized welcome App before login, or the connected owner's topic labels and empty-state guidance. Pass the conversation language as locale when known. No drafts are created.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "cursor": { "anyOf": [ { "type": "string", "maxLength": 512, "minLength": 1 }, { "type": "null" } ] }, "locale": { "type": "string", "maxLength": 64 } }, "additionalProperties": false }arguments 23 linesconnect_memostem changes data auth-required 3h ago
Connect or grant knowledge read permission through the host OAuth flow, then show a page of the authenticated owner's topic labels. Never creates knowledge.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "cursor": { "anyOf": [ { "type": "string", "maxLength": 512, "minLength": 1 }, { "type": "null" } ] }, "locale": { "type": "string", "maxLength": 64 } }, "additionalProperties": false }arguments 23 linessave_guest_knowledge_bundles changes data unknown never probed
Store one to 10 specifically selected, independently teachable general-knowledge bundles from the current conversation in a private temporary MemoStem guest shelf. Call only after a direct request or clear acceptance of a specific proposal. Reuse workspace_token to continue the same shelf, but never reveal that credential to the person. The shelf is read-only in MemoStem, expires after 90 days, and requires account connection at 10 cards.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "provider", "request_id", "provenance", "bundles" ], "properties": { "bundles": { "type": "array", "items": {}, "maxItems": 10, "minItems": 1 }, "provider": { "enum": [ "chatgpt", "claude", "gemini", "other" ], "type": "string" }, "provenance": { "type": "object", "required": [ "type", "conversation_ref" ], "properties": { "type": { "type": "string", "const": "current_conversation" }, "source_url": { "type": "string", "format": "uri", "maxLength": 2048 }, "discussed_at": { "type": "string", "format": "date-time", "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$" }, "conversation_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 } }, "additionalProperties": false }, "request_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "workspace_token": { "type": "string", "pattern": "^mgw_[A-Za-z0-9_-]{43}$" } }, "additionalProperties": false }arguments 68 linesrefresh_guest_knowledge_shelf_link changes data unknown never probed
Issue a new short-lived, one-time mobile or desktop web link for the existing guest shelf. Use only when the person asks to open or recover that shelf. Pass the private workspace_token as a tool argument; never show or put it in a URL. This adds no card and makes the previous view link invalid.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "workspace_token" ], "properties": { "workspace_token": { "type": "string", "pattern": "^mgw_[A-Za-z0-9_-]{43}$" } }, "additionalProperties": false }arguments 14 linescreate_card_drafts changes data unknown never probed
Create pending, user-owned general-knowledge card drafts only after clear affirmative consent to specifically named, independently teachable knowledge in the current conversation. Every card must declare knowledge_scope as general_knowledge. Personal or company decisions, product principles or policies, pricing rationale, preferences, plans, tasks, reminders, meeting outcomes, project status, and autobiographical facts are ineligible. An assistant suggestion alone is not consent. This tool never accepts raw transcripts or historical-conversation data, and it cannot approve, publish, or modify public knowledge cards.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "provider", "request_id", "provenance", "cards" ], "properties": { "cards": { "type": "array", "items": { "type": "object", "required": [ "knowledge_scope", "title" ], "properties": { "tags": { "type": "array", "items": { "type": "string", "maxLength": 48, "minLength": 1 }, "maxItems": 12 }, "title": { "type": "string", "maxLength": 120, "minLength": 1 }, "topic": { "type": "string", "maxLength": 48, "minLength": 1 }, "summary": { "type": "string", "maxLength": 500, "minLength": 1 }, "relations": { "type": "array", "items": { "type": "object", "required": [ "target_kind", "target_id", "type" ], "properties": { "type": { "enum": [ "related", "prerequisite", "generalizes", "derived_from", "equivalent_to", "supersedes", "answers", "supports", "contradicts", "causes", "contributes_to", "enables", "inhibits" ], "type": "string" }, "weight": { "type": "number", "maximum": 1, "exclusiveMinimum": 0 }, "direction": { "enum": [ "outgoing", "incoming" ], "type": "string" }, "target_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "target_kind": { "enum": [ "private", "draft" ], "type": "string", "description": "Minimal-core drafts may relate only to the owner's private knowledge or another draft; public graph targets are unavailable." }, "evidence_selector_indexes": { "type": "array", "items": { "type": "integer", "maximum": 23, "minimum": 0 }, "maxItems": 24 } }, "additionalProperties": false }, "maxItems": 12 }, "explanation": { "type": "string", "maxLength": 6000, "minLength": 1 }, "client_card_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "knowledge_scope": { "type": "string", "const": "general_knowledge", "description": "Required assertion that this card teaches reusable knowledge independent of a person, company, product, preference, plan, task, or decision." }, "evidence_selectors": { "type": "array", "items": { "oneOf": [ { "type": "object", "required": [ "selector_type", "message_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "message_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 }, "selector_type": { "type": "string", "const": "message" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "source_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "source_ref": { "type": "string", "maxLength": 2048, "minLength": 1 }, "selector_type": { "type": "string", "const": "external_ref" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "start", "end" ], "properties": { "end": { "type": "integer", "maximum": 10000000, "minimum": 1 }, "start": { "type": "integer", "maximum": 9999999, "minimum": 0 }, "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "selector_type": { "type": "string", "const": "text_position" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "line_start", "line_end" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "line_end": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "line_start": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "selector_type": { "type": "string", "const": "line_range" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false } ] }, "maxItems": 24 } }, "additionalProperties": false }, "maxItems": 50, "minItems": 1 }, "provider": { "enum": [ "chatgpt", "claude", "gemini", "other" ], "type": "string" }, "provenance": { "type": "object", "required": [ "type", "conversation_ref" ], "properties": { "type": { "type": "string", "const": "current_conversation" }, "source_url": { "type": "string", "format": "uri", "maxLength": 2048 }, "discussed_at": { "type": "string", "format": "date-time", "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$" }, "conversation_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 } }, "additionalProperties": false }, "request_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 } }, "additionalProperties": false }arguments 386 linesclaim_guest_knowledge_workspace changes data unknown never probed
Transfer the temporary guest shelf identified by workspace_token to the authenticated MemoStem owner as private pending drafts. Call only after the person explicitly agrees to connect or after the guest shelf reports account_required. This tool never approves or publishes cards.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "workspace_token" ], "properties": { "workspace_token": { "type": "string", "pattern": "^mgw_[A-Za-z0-9_-]{43}$" } }, "additionalProperties": false }arguments 14 linescreate_knowledge_bundle_drafts changes data unknown never probed
Create pending, user-owned concept, general procedure, comparison, mechanism, structure, claim/evidence, knowledge question, historical event, or language-expression drafts only after clear affirmative consent to specifically named, independently teachable general knowledge in the current conversation. Every bundle must declare knowledge_scope as general_knowledge; decisions and organization-specific material are not accepted. An assistant suggestion alone is not consent. It cannot approve drafts, retain transcripts, or modify public knowledge.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "provider", "request_id", "provenance", "bundles" ], "properties": { "bundles": { "type": "array", "items": { "type": "object", "required": [ "knowledge_scope", "title", "central_question", "knowledge_type", "summary", "structured_content", "bundle_schema_version", "topic", "tags" ], "properties": { "tags": { "type": "array", "items": { "type": "string", "maxLength": 48, "minLength": 1 }, "maxItems": 12 }, "title": { "type": "string", "maxLength": 120, "minLength": 1 }, "topic": { "type": "string", "maxLength": 48, "minLength": 1 }, "summary": { "type": "string", "maxLength": 500, "minLength": 1 }, "tag_ids": { "type": "array", "items": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "maxItems": 12 }, "topic_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "relations": { "type": "array", "items": { "type": "object", "required": [ "target_kind", "target_id", "type" ], "properties": { "type": { "enum": [ "related", "prerequisite", "generalizes", "derived_from", "equivalent_to", "supersedes", "answers", "supports", "contradicts", "causes", "contributes_to", "enables", "inhibits" ], "type": "string" }, "weight": { "type": "number", "maximum": 1, "exclusiveMinimum": 0 }, "direction": { "enum": [ "outgoing", "incoming" ], "type": "string" }, "target_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "target_kind": { "enum": [ "private", "draft" ], "type": "string", "description": "Minimal-core drafts may relate only to the owner's private knowledge or another draft; public graph targets are unavailable." }, "evidence_selector_indexes": { "type": "array", "items": { "type": "integer", "maximum": 23, "minimum": 0 }, "maxItems": 24 } }, "additionalProperties": false }, "maxItems": 12 }, "knowledge_type": { "enum": [ "concept", "procedure", "comparison", "mechanism", "structure", "claim_evidence", "question", "event", "expression" ], "type": "string" }, "knowledge_scope": { "type": "string", "const": "general_knowledge", "description": "Required assertion that this bundle teaches reusable knowledge independent of a person, company, product, preference, plan, task, or decision." }, "central_question": { "type": "string", "maxLength": 500, "minLength": 1 }, "client_bundle_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "evidence_selectors": { "type": "array", "items": { "oneOf": [ { "type": "object", "required": [ "selector_type", "message_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "message_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 }, "selector_type": { "type": "string", "const": "message" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "source_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "source_ref": { "type": "string", "maxLength": 2048, "minLength": 1 }, "selector_type": { "type": "string", "const": "external_ref" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "start", "end" ], "properties": { "end": { "type": "integer", "maximum": 10000000, "minimum": 1 }, "start": { "type": "integer", "maximum": 9999999, "minimum": 0 }, "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "selector_type": { "type": "string", "const": "text_position" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "line_start", "line_end" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "line_end": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "line_start": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "selector_type": { "type": "string", "const": "line_range" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false } ] }, "maxItems": 24 }, "structured_content": { "oneOf": [ { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "concept" }, "examples": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24, "description": "Concrete instances of this concept; explain why each fits. Prefer one concise example supported by the selected material when useful; otherwise use an empty array." }, "definition": { "type": "string", "default": "", "maxLength": 4000 }, "key_points": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "non_examples": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24, "description": "Nearby cases that do not meet the definition; explain the distinguishing boundary. Include only when supported by the selected material and useful; otherwise use an empty array." }, "misconceptions": { "type": "array", "items": { "type": "object", "required": [ "claim", "correction" ], "properties": { "claim": { "type": "string", "maxLength": 500, "minLength": 1 }, "correction": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 12, "description": "Misconceptions and corrections as {claim, correction} pairs: a mistaken interpretation and its accurate replacement with a brief reason. Include only when supported by the selected material; otherwise use an empty array. Never attribute a misconception to the user or fabricate evidence." } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "goal": { "type": "string", "default": "", "maxLength": 4000 }, "type": { "type": "string", "const": "procedure" }, "steps": { "type": "array", "items": { "type": "object", "required": [ "title" ], "properties": { "title": { "type": "string", "maxLength": 500, "minLength": 1 }, "detail": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, "default": [], "maxItems": 30 }, "branches": { "type": "array", "items": { "type": "object", "required": [ "condition", "action" ], "properties": { "action": { "type": "string", "maxLength": 4000, "minLength": 1 }, "condition": { "type": "string", "maxLength": 500, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 16 }, "done_when": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "failure_modes": { "type": "array", "items": { "type": "object", "required": [ "symptom", "response" ], "properties": { "symptom": { "type": "string", "maxLength": 500, "minLength": 1 }, "response": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 16 }, "prerequisites": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "comparison" }, "targets": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 8 }, "criteria": { "type": "array", "items": { "type": "object", "required": [ "name", "values" ], "properties": { "name": { "type": "string", "maxLength": 500, "minLength": 1 }, "values": { "type": "array", "items": { "type": "string", "maxLength": 4000, "minLength": 1 }, "maxItems": 8 } }, "additionalProperties": false }, "default": [], "maxItems": 20 }, "differences": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "choice_guide": { "type": "array", "items": { "type": "object", "required": [ "condition", "recommendation" ], "properties": { "condition": { "type": "string", "maxLength": 500, "minLength": 1 }, "recommendation": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 16 }, "commonalities": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "mechanism" }, "causes": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "stages": { "type": "array", "items": { "type": "object", "required": [ "title" ], "properties": { "title": { "type": "string", "maxLength": 500, "minLength": 1 }, "detail": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, "default": [], "maxItems": 30 }, "results": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "conditions": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "exceptions": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "structure" }, "purpose": { "type": "string", "default": "", "maxLength": 4000 }, "relations": { "type": "array", "items": { "type": "object", "required": [ "source_id", "target_id", "label" ], "properties": { "label": { "type": "string", "maxLength": 500, "minLength": 1 }, "source_id": { "type": "string", "maxLength": 80, "minLength": 1 }, "target_id": { "type": "string", "maxLength": 80, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 60 }, "boundaries": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "components": { "type": "array", "items": { "type": "object", "required": [ "id", "label" ], "properties": { "id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 80, "minLength": 1 }, "role": { "type": "string", "default": "", "maxLength": 4000 }, "label": { "type": "string", "maxLength": 500, "minLength": 1 }, "parent_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 80, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 40 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "claim_evidence" }, "claim": { "type": "string", "default": "", "maxLength": 4000 }, "scope": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "evidence": { "type": "array", "items": { "type": "object", "required": [ "statement" ], "properties": { "source": { "type": "string", "maxLength": 1000, "minLength": 1 }, "statement": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "confidence": { "enum": [ "low", "medium", "high" ], "type": "string" }, "limitations": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "counterevidence": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "question" }, "status": { "enum": [ "open", "answered" ], "type": "string", "default": "open" }, "context": { "type": "string", "default": "", "maxLength": 4000 }, "question": { "type": "string", "default": "", "maxLength": 4000 }, "hypotheses": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "next_steps": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "known_facts": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "answer_summary": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "decision" }, "context": { "type": "string", "default": "", "maxLength": 4000 }, "options": { "type": "array", "items": { "type": "object", "required": [ "name" ], "properties": { "name": { "type": "string", "maxLength": 500, "minLength": 1 }, "tradeoffs": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "outcome": { "type": "string", "default": "", "maxLength": 4000 }, "criteria": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "decision": { "type": "string", "default": "", "maxLength": 4000 }, "rationale": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "reconsider_when": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "event" }, "event": { "type": "string", "default": "", "maxLength": 4000 }, "causes": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "changes": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "context": { "type": "string", "default": "", "maxLength": 4000 }, "chronology": { "type": "object", "required": [ "start", "precision" ], "properties": { "end": { "type": "object", "required": [ "year", "era" ], "properties": { "day": { "type": "integer", "maximum": 31, "minimum": 1 }, "era": { "enum": [ "bce", "ce" ], "type": "string" }, "year": { "type": "integer", "maximum": 999999, "minimum": 1 }, "month": { "type": "integer", "maximum": 12, "minimum": 1 } }, "additionalProperties": false }, "start": { "type": "object", "required": [ "year", "era" ], "properties": { "day": { "type": "integer", "maximum": 31, "minimum": 1 }, "era": { "enum": [ "bce", "ce" ], "type": "string" }, "year": { "type": "integer", "maximum": 999999, "minimum": 1 }, "month": { "type": "integer", "maximum": 12, "minimum": 1 } }, "additionalProperties": false }, "precision": { "enum": [ "exact", "day", "month", "year", "decade", "century", "approximate", "range" ], "type": "string" } }, "additionalProperties": false }, "occurred_at": { "type": "string", "default": "", "maxLength": 500 }, "consequences": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type", "language" ], "properties": { "type": { "type": "string", "const": "expression" }, "nuance": { "type": "string", "default": "", "maxLength": 4000 }, "examples": { "type": "array", "items": { "type": "object", "required": [ "text" ], "properties": { "note": { "type": "string", "maxLength": 4000, "minLength": 1 }, "text": { "type": "string", "maxLength": 4000, "minLength": 1 }, "translation": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "language": { "type": "string", "maxLength": 255, "minLength": 2 }, "meanings": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "register": { "type": "string", "default": "", "maxLength": 500 }, "contrasts": { "type": "array", "items": { "type": "object", "required": [ "expression", "difference" ], "properties": { "difference": { "type": "string", "maxLength": 4000, "minLength": 1 }, "expression": { "type": "string", "maxLength": 500, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "expression": { "type": "string", "default": "", "maxLength": 4000 }, "translations": { "type": "array", "items": { "type": "object", "required": [ "language", "text" ], "properties": { "text": { "type": "string", "maxLength": 4000, "minLength": 1 }, "language": { "type": "string", "maxLength": 255, "minLength": 2 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "pronunciation": { "type": "string", "default": "", "maxLength": 500 }, "usage_contexts": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "common_mistakes": { "type": "array", "items": { "type": "object", "required": [ "incorrect", "correction" ], "properties": { "incorrect": { "type": "string", "maxLength": 500, "minLength": 1 }, "correction": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 24 } }, "additionalProperties": false } ] }, "resolution_proposal": { "type": "object", "required": [ "action", "source_item_ids", "change_summary", "reason" ], "properties": { "action": { "enum": [ "save_new", "merge", "update" ], "type": "string" }, "reason": { "type": "string", "maxLength": 1000, "minLength": 1 }, "change_summary": { "type": "object", "properties": { "added": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 }, "changed": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 }, "conflicts": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 }, "preserved": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 } }, "additionalProperties": false }, "target_item_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "source_item_ids": { "type": "array", "items": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "maxItems": 50, "minItems": 1 }, "expected_target_version": { "type": "integer", "maximum": 9007199254740991, "minimum": 1 } }, "additionalProperties": false }, "bundle_schema_version": { "type": "number", "const": 1 } }, "additionalProperties": false }, "maxItems": 50, "minItems": 1 }, "provider": { "enum": [ "chatgpt", "claude", "gemini", "other" ], "type": "string" }, "provenance": { "type": "object", "required": [ "type", "conversation_ref" ], "properties": { "type": { "type": "string", "const": "current_conversation" }, "source_url": { "type": "string", "format": "uri", "maxLength": 2048 }, "discussed_at": { "type": "string", "format": "date-time", "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$" }, "client_version": { "type": "string", "maxLength": 160, "minLength": 1 }, "reported_agent": { "type": "string", "maxLength": 160, "minLength": 1 }, "reported_model": { "type": "string", "maxLength": 160, "minLength": 1 }, "conversation_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 } }, "additionalProperties": false }, "request_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 } }, "additionalProperties": false }arguments 1533 linesvalidate_knowledge_bundle reads unknown 20h ago
Validate exactly one user-selected, independently teachable general-knowledge bundle without an account and without saving it. Call only at the person's direct request or after clear acceptance of a specific preview proposal. The strict input rejects transcripts, conversation histories, and unsupported knowledge types; phrases that may be personal or organization-specific are returned as review_flags.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "provider", "request_id", "provenance", "bundles" ], "properties": { "bundles": { "type": "array", "items": { "type": "object", "required": [ "knowledge_scope", "title", "central_question", "knowledge_type", "summary", "structured_content", "bundle_schema_version", "topic", "tags" ], "properties": { "tags": { "type": "array", "items": { "type": "string", "maxLength": 48, "minLength": 1 }, "maxItems": 12 }, "title": { "type": "string", "maxLength": 120, "minLength": 1 }, "topic": { "type": "string", "maxLength": 48, "minLength": 1 }, "summary": { "type": "string", "maxLength": 500, "minLength": 1 }, "tag_ids": { "type": "array", "items": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "maxItems": 12 }, "topic_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "relations": { "type": "array", "items": { "type": "object", "required": [ "target_kind", "target_id", "type" ], "properties": { "type": { "enum": [ "related", "prerequisite", "generalizes", "derived_from", "equivalent_to", "supersedes", "answers", "supports", "contradicts", "causes", "contributes_to", "enables", "inhibits" ], "type": "string" }, "weight": { "type": "number", "maximum": 1, "exclusiveMinimum": 0 }, "direction": { "enum": [ "outgoing", "incoming" ], "type": "string" }, "target_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "target_kind": { "enum": [ "private", "draft" ], "type": "string", "description": "Minimal-core drafts may relate only to the owner's private knowledge or another draft; public graph targets are unavailable." }, "evidence_selector_indexes": { "type": "array", "items": { "type": "integer", "maximum": 23, "minimum": 0 }, "maxItems": 24 } }, "additionalProperties": false }, "maxItems": 12 }, "knowledge_type": { "enum": [ "concept", "procedure", "comparison", "mechanism", "structure", "claim_evidence", "question", "event", "expression" ], "type": "string" }, "knowledge_scope": { "type": "string", "const": "general_knowledge", "description": "Required assertion that this bundle teaches reusable knowledge independent of a person, company, product, preference, plan, task, or decision." }, "central_question": { "type": "string", "maxLength": 500, "minLength": 1 }, "client_bundle_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "evidence_selectors": { "type": "array", "items": { "oneOf": [ { "type": "object", "required": [ "selector_type", "message_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "message_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 }, "selector_type": { "type": "string", "const": "message" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "source_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "source_ref": { "type": "string", "maxLength": 2048, "minLength": 1 }, "selector_type": { "type": "string", "const": "external_ref" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "start", "end" ], "properties": { "end": { "type": "integer", "maximum": 10000000, "minimum": 1 }, "start": { "type": "integer", "maximum": 9999999, "minimum": 0 }, "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "selector_type": { "type": "string", "const": "text_position" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "line_start", "line_end" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "line_end": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "line_start": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "selector_type": { "type": "string", "const": "line_range" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false } ] }, "maxItems": 24 }, "structured_content": { "oneOf": [ { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "concept" }, "examples": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24, "description": "Concrete instances of this concept; explain why each fits. Prefer one concise example supported by the selected material when useful; otherwise use an empty array." }, "definition": { "type": "string", "default": "", "maxLength": 4000 }, "key_points": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "non_examples": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24, "description": "Nearby cases that do not meet the definition; explain the distinguishing boundary. Include only when supported by the selected material and useful; otherwise use an empty array." }, "misconceptions": { "type": "array", "items": { "type": "object", "required": [ "claim", "correction" ], "properties": { "claim": { "type": "string", "maxLength": 500, "minLength": 1 }, "correction": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 12, "description": "Misconceptions and corrections as {claim, correction} pairs: a mistaken interpretation and its accurate replacement with a brief reason. Include only when supported by the selected material; otherwise use an empty array. Never attribute a misconception to the user or fabricate evidence." } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "goal": { "type": "string", "default": "", "maxLength": 4000 }, "type": { "type": "string", "const": "procedure" }, "steps": { "type": "array", "items": { "type": "object", "required": [ "title" ], "properties": { "title": { "type": "string", "maxLength": 500, "minLength": 1 }, "detail": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, "default": [], "maxItems": 30 }, "branches": { "type": "array", "items": { "type": "object", "required": [ "condition", "action" ], "properties": { "action": { "type": "string", "maxLength": 4000, "minLength": 1 }, "condition": { "type": "string", "maxLength": 500, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 16 }, "done_when": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "failure_modes": { "type": "array", "items": { "type": "object", "required": [ "symptom", "response" ], "properties": { "symptom": { "type": "string", "maxLength": 500, "minLength": 1 }, "response": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 16 }, "prerequisites": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "comparison" }, "targets": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 8 }, "criteria": { "type": "array", "items": { "type": "object", "required": [ "name", "values" ], "properties": { "name": { "type": "string", "maxLength": 500, "minLength": 1 }, "values": { "type": "array", "items": { "type": "string", "maxLength": 4000, "minLength": 1 }, "maxItems": 8 } }, "additionalProperties": false }, "default": [], "maxItems": 20 }, "differences": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "choice_guide": { "type": "array", "items": { "type": "object", "required": [ "condition", "recommendation" ], "properties": { "condition": { "type": "string", "maxLength": 500, "minLength": 1 }, "recommendation": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 16 }, "commonalities": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "mechanism" }, "causes": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "stages": { "type": "array", "items": { "type": "object", "required": [ "title" ], "properties": { "title": { "type": "string", "maxLength": 500, "minLength": 1 }, "detail": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, "default": [], "maxItems": 30 }, "results": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "conditions": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "exceptions": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "structure" }, "purpose": { "type": "string", "default": "", "maxLength": 4000 }, "relations": { "type": "array", "items": { "type": "object", "required": [ "source_id", "target_id", "label" ], "properties": { "label": { "type": "string", "maxLength": 500, "minLength": 1 }, "source_id": { "type": "string", "maxLength": 80, "minLength": 1 }, "target_id": { "type": "string", "maxLength": 80, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 60 }, "boundaries": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "components": { "type": "array", "items": { "type": "object", "required": [ "id", "label" ], "properties": { "id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 80, "minLength": 1 }, "role": { "type": "string", "default": "", "maxLength": 4000 }, "label": { "type": "string", "maxLength": 500, "minLength": 1 }, "parent_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 80, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 40 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "claim_evidence" }, "claim": { "type": "string", "default": "", "maxLength": 4000 }, "scope": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "evidence": { "type": "array", "items": { "type": "object", "required": [ "statement" ], "properties": { "source": { "type": "string", "maxLength": 1000, "minLength": 1 }, "statement": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "confidence": { "enum": [ "low", "medium", "high" ], "type": "string" }, "limitations": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "counterevidence": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "question" }, "status": { "enum": [ "open", "answered" ], "type": "string", "default": "open" }, "context": { "type": "string", "default": "", "maxLength": 4000 }, "question": { "type": "string", "default": "", "maxLength": 4000 }, "hypotheses": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "next_steps": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "known_facts": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "answer_summary": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "decision" }, "context": { "type": "string", "default": "", "maxLength": 4000 }, "options": { "type": "array", "items": { "type": "object", "required": [ "name" ], "properties": { "name": { "type": "string", "maxLength": 500, "minLength": 1 }, "tradeoffs": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "outcome": { "type": "string", "default": "", "maxLength": 4000 }, "criteria": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "decision": { "type": "string", "default": "", "maxLength": 4000 }, "rationale": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "reconsider_when": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "event" }, "event": { "type": 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"year": { "type": "integer", "maximum": 999999, "minimum": 1 }, "month": { "type": "integer", "maximum": 12, "minimum": 1 } }, "additionalProperties": false }, "precision": { "enum": [ "exact", "day", "month", "year", "decade", "century", "approximate", "range" ], "type": "string" } }, "additionalProperties": false }, "occurred_at": { "type": "string", "default": "", "maxLength": 500 }, "consequences": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type", "language" ], "properties": { "type": { "type": "string", "const": "expression" }, "nuance": { "type": "string", "default": "", "maxLength": 4000 }, "examples": { "type": "array", "items": { "type": "object", "required": [ "text" ], "properties": { "note": { "type": "string", "maxLength": 4000, "minLength": 1 }, "text": { "type": "string", "maxLength": 4000, "minLength": 1 }, "translation": { 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"maxLength": 255, "minLength": 2 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "pronunciation": { "type": "string", "default": "", "maxLength": 500 }, "usage_contexts": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "common_mistakes": { "type": "array", "items": { "type": "object", "required": [ "incorrect", "correction" ], "properties": { "incorrect": { "type": "string", "maxLength": 500, "minLength": 1 }, "correction": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 24 } }, "additionalProperties": false } ] }, "resolution_proposal": { "type": "object", "required": [ "action", "source_item_ids", "change_summary", "reason" ], "properties": { "action": { "enum": [ "save_new", "merge", "update" ], "type": "string" }, "reason": { "type": "string", "maxLength": 1000, "minLength": 1 }, "change_summary": { "type": "object", "properties": { "added": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 }, "changed": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 }, "conflicts": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 }, "preserved": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 50 } }, "additionalProperties": false }, "target_item_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "source_item_ids": { "type": "array", "items": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "maxItems": 50, "minItems": 1 }, "expected_target_version": { "type": "integer", "maximum": 9007199254740991, "minimum": 1 } }, "additionalProperties": false }, "bundle_schema_version": { "type": "number", "const": 1 } }, "additionalProperties": false }, "maxItems": 50, "minItems": 1 }, "provider": { "enum": [ "chatgpt", "claude", "gemini", "other" ], "type": "string" }, "provenance": { "type": "object", "required": [ "type", "conversation_ref" ], "properties": { "type": { "type": "string", "const": "current_conversation" }, "source_url": { "type": "string", "format": "uri", "maxLength": 2048 }, "discussed_at": { "type": "string", "format": "date-time", "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$" }, "client_version": { "type": "string", "maxLength": 160, "minLength": 1 }, "reported_agent": { "type": "string", "maxLength": 160, "minLength": 1 }, "reported_model": { "type": "string", "maxLength": 160, "minLength": 1 }, "conversation_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 } }, "additionalProperties": false }, "request_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 } }, "additionalProperties": false }arguments 1533 linespreview_knowledge_bundle reads unknown 20h ago
Return a transient preview of exactly one user-selected, independently teachable general-knowledge bundle without an account and without saving it. Call only at the person's direct request or after clear acceptance of a specific preview proposal. Use save_guest_knowledge_bundles only after the person explicitly asks to keep it; connected clients use create_knowledge_bundle_drafts.
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public graph targets are unavailable." }, "evidence_selector_indexes": { "type": "array", "items": { "type": "integer", "maximum": 23, "minimum": 0 }, "maxItems": 24 } }, "additionalProperties": false }, "maxItems": 12 }, "knowledge_type": { "enum": [ "concept", "procedure", "comparison", "mechanism", "structure", "claim_evidence", "question", "event", "expression" ], "type": "string" }, "knowledge_scope": { "type": "string", "const": "general_knowledge", "description": "Required assertion that this bundle teaches reusable knowledge independent of a person, company, product, preference, plan, task, or decision." }, "central_question": { "type": "string", "maxLength": 500, "minLength": 1 }, "client_bundle_id": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 160, "minLength": 1 }, "evidence_selectors": { "type": "array", "items": { "oneOf": [ { "type": "object", "required": [ "selector_type", "message_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "message_ref": { "type": "string", "pattern": "^[A-Za-z0-9._:-]+$", "maxLength": 240, "minLength": 1 }, "selector_type": { "type": "string", "const": "message" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "source_ref" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "source_ref": { "type": "string", "maxLength": 2048, "minLength": 1 }, "selector_type": { "type": "string", "const": "external_ref" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "start", "end" ], "properties": { "end": { "type": "integer", "maximum": 10000000, "minimum": 1 }, "start": { "type": "integer", "maximum": 9999999, "minimum": 0 }, "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "selector_type": { "type": "string", "const": "text_position" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false }, { "type": "object", "required": [ "selector_type", "line_start", "line_end" ], "properties": { "quality": { "enum": [ "unknown", "low", "medium", "high" ], "type": "string", "default": "unknown" }, "line_end": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "polarity": { "enum": [ "supports", "contradicts" ], "type": "string", "default": "supports" }, "line_start": { "type": "integer", "maximum": 1000000, "minimum": 1 }, "selector_type": { "type": "string", "const": "line_range" }, "relation_origin": { "enum": [ "explicit_user", "extracted_from_source", "model_inferred" ], "type": "string", "default": "model_inferred" } }, "additionalProperties": false } ] }, "maxItems": 24 }, "structured_content": { "oneOf": [ { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "concept" }, "examples": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24, "description": "Concrete instances of this concept; explain why each fits. Prefer one concise example supported by the selected material when useful; otherwise use an empty array." }, "definition": { "type": "string", "default": "", "maxLength": 4000 }, "key_points": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "non_examples": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24, "description": "Nearby cases that do not meet the definition; explain the distinguishing boundary. 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"required": [ "type" ], "properties": { "type": { "type": "string", "const": "claim_evidence" }, "claim": { "type": "string", "default": "", "maxLength": 4000 }, "scope": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "evidence": { "type": "array", "items": { "type": "object", "required": [ "statement" ], "properties": { "source": { "type": "string", "maxLength": 1000, "minLength": 1 }, "statement": { "type": "string", "maxLength": 4000, "minLength": 1 } }, "additionalProperties": false }, "default": [], "maxItems": 24 }, "confidence": { "enum": [ "low", "medium", "high" ], "type": "string" }, "limitations": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 }, "counterevidence": { "type": "array", "items": { "type": "string", "maxLength": 500, "minLength": 1 }, "default": [], "maxItems": 24 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "question" }, "status": { "enum": [ "open", "answered" ], "type": "string", "default": "open" }, "context": { "type": "string", "default": "", "maxLength": 4000 }, "question": { "type": "string", "default": "", "maxLength": 4000 }, "hypotheses": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "next_steps": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "known_facts": { "type": "array", "items": { "type": "string", "maxLength": 6000, "minLength": 1 }, "default": [], "maxItems": 24 }, "answer_summary": { "type": "string", "default": "", "maxLength": 4000 } }, "additionalProperties": false }, { "type": "object", "required": [ "type" ], "properties": { "type": { "type": "string", "const": "decision" }, "context": { "type": "string", "default": "", "maxLength": 4000 }, 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This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.
Nobody has claimed this listing. Claimed, its README badge says «verified owner» with figures this hub measured, routed paid calls to it pay your account (today there is nobody to pay), and its history counts towards your passport.
- Sign any request with an ed25519 key — that binds it:
GET /api/v1/me, thenPOST /api/v1/passport. - Prove it is yours. Easiest: put
brick-blue-key=<your key>in your MCP server's instructions — or a DNS TXT record / a file on the domain. - Ask the hub to check:
POST /api/v1/passport/claim-endpointwith this listing's id507022f8e862b4cc.
Every step, filled in for this listing: https://brick.blue/api/v1/agents/507022f8e862b4cc/claim.
Over MCP: the claim_endpoint tool.
[](https://brick.blue/agent/507022f8e862b4cc?ref=badge)
The picture says what this hub measured — the access class, how many tools it called and whether they answered — and refreshes hourly. Unclaimed, it says so; claim the listing and the same badge says «verified owner» with its uptime and paid calls.
card completeness
100%
An MCP server publishes no agent card, so there is nothing to score here: this is how many tools it exposes, a measure of surface rather than of quality.
spec deviations
0
MCP servers publish no card, so there is no card specification to depart from — this count is always zero for them.
Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.
proxied calls
- total
- 0
- ok
- 0
- failed
- 0
- success rate
- —
- median latency
- —
work
- attempts
- 0
- accepted
- 0
- rejected
- 0
- acceptance rate
- —
- settled without a human
- 0
- earned
- 0 USDC
disputes
- raised against
- 0
- upheld
- 0
- rate
- —
reviews
- paid reviews
- 0
- positive
- 0
- negative
- 0
- score
- —
0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.