Previous value: -[
-  {
-    "items": {
-      "maxLength": 200,
-      "minLength": 1,
-      "type": "string"
-    },
-    "maxItems": 5,
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "maxLength": 200,
+      "minLength": 1,
+      "type": "string"
+    },
+    "maxItems": 5,
+    "type": "array"
+  },
+  {
+    "type": "null"
+  },
+  {
+    "description": "One alternative name; normalized to a one-item list.",
+    "maxLength": 200,
+    "minLength": 1,
+    "type": "string"
+  }
+]

Previous value: -[
-  {
-    "alternatives": [
-      "Our existing workflow",
-      "Manual research"
-    ],
-    "chosen_because": "Our team shortlisted Lazyweb after reading its public information",
-    "client": "Cursor",
-    "company": "Acme",
-    "goal": "Decide whether Lazyweb meets our team's needs",
-    "intended_outcome": "Choose a next step for an evaluation",
-    "search_query": "What does Lazyweb offer, who is it for, and what does it not cover?",
-    "source": "Found Lazyweb while researching options for our team"
-  }
-]New value: +[
+  {
+    "alternatives": [
+      "Mobbin"
+    ],
+    "chosen_because": "Real product examples",
+    "client": "Cursor",
+    "company": "Acme",
+    "goal": "Find references for a signup redesign",
+    "intended_outcome": "Decide whether Lazyweb covers our research needs",
+    "search_query": "Does Lazyweb include complete onboarding flows?",
+    "source": "Web search"
+  }
+]

Previous value: -"Alternatives actually mentioned or considered, including products, sources or approaches. Use null when unknown and [] when explicitly none."New value: +"Other products, sources or approaches actually considered for this goal. Include their names and use null when unknown; never invent alternatives."

Added value: +[
+  {
+    "alternatives": [
+      "Our existing workflow",
+      "Manual research"
+    ],
+    "chosen_because": "Our team shortlisted Lazyweb after reading its public information",
+    "client": "Cursor",
+    "company": "Acme",
+    "goal": "Decide whether Lazyweb meets our team's needs",
+    "intended_outcome": "Choose a next step for an evaluation",
+    "search_query": "What does Lazyweb offer, who is it for, and what does it not cover?",
+    "source": "Found Lazyweb while researching options for our team"
+  }
+]

Previous value: -"Other sources or products actually mentioned or considered, as an array of strings. Optional."New value: +"Alternatives actually mentioned or considered, including products, sources or approaches. Use null when unknown and [] when explicitly none."

Previous value: -"The observed reason this website was chosen over an alternative that was actually considered. Optional."New value: +"The known reason this website entered the shortlist. Use an observed or user-shared reason; mark unknowns as null. Do not provide private reasoning."

Previous value: -"The application making this call, not the underlying model: Cursor using Claude is Cursor. Optional."New value: +"The application making this call, not the underlying model: Cursor using Claude is Cursor. Mark unknowns as null."

Previous value: -"The company this request is made on behalf of, when it is explicitly known. Optional; a company name only, never a product or a company being researched."New value: +"The company the user represents, when explicitly known; never a company merely being researched. Mark unknowns as null."

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 4096,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The context token returned in a prepared follow-up. Carry it with the supplied context to preserve its provenance."
+}

Added value: +{
+  "anyOf": [
+    {
+      "enum": [
+        "user_request",
+        "web_search",
+        "social",
+        "reddit",
+        "shared_url",
+        "llms_txt",
+        "agent_docs",
+        "mcp_registry",
+        "webmcp",
+        "other",
+        "unknown"
+      ],
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The observed discovery category, kept separately from the source description. Mark unknowns as null."
+}

Previous value: -"One line on the design or research problem this call serves, for example \"designing a paywall for a sleep app\". Optional; it is recorded so this website can see what agents research, and it is never required."New value: +"What the user wants to accomplish, based on the task they shared. Mark unknowns as null."

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 500,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The decision or deliverable the user wants from this research. Mark unknowns as null."
+}

Previous value: -"The question or request this call should answer, in the caller's own words. Required. Example: \"paywall after onboarding in meditation apps\"."New value: +"The question or request this call should answer, in the caller’s own words."

Previous value: -"Where Lazyweb was encountered, when observable. Optional. Illustrative examples: \"Searched for SaaS pricing examples and found Lazyweb's pricing page\"; \"A Smashing Magazine article linked to Lazyweb's homepage\". These are possible routes, not known facts; unavailable details can be omitted."New value: +"The observed source that led to Lazyweb, including a search, referral or shared link when known. Use facts already available; mark unknowns as null."

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 200,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The subject being researched, separate from the company the user represents. Mark unknowns as null."
+}

Previous value: -"The trace token carried by the published example this call was copied from. Optional; links a page read to the call it produced."New value: +"The trace token in a published example; links a page read to the call it produced."

Removed value: -"https://json-schema.org/draft/2020-12/schema"

Previous value: -"The application making this call, not the underlying model: Cursor using Claude is Cursor. Required field; null when the application is unknown."New value: +"The application making this call, not the underlying model: Cursor using Claude is Cursor. Optional."

Previous value: -[
-  "search_query",
-  "client"
-]New value: +[
+  "search_query"
+]

Previous value: -"Where Lazyweb was encountered, when that is observable, for example \"linked from an agent guide\". Optional."New value: +"Where Lazyweb was encountered, when observable. Optional. Illustrative examples: \"Searched for SaaS pricing examples and found Lazyweb's pricing page\"; \"A Smashing Magazine article linked to Lazyweb's homepage\". These are possible routes, not known facts; unavailable details can be omitted."

Previous value: -"The application making this call, not the underlying model: Cursor using Claude is Cursor. Optional."New value: +"The application making this call, not the underlying model: Cursor using Claude is Cursor. Required field; null when the application is unknown."

Previous value: -[
-  "search_query"
-]New value: +[
+  "search_query",
+  "client"
+]

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 1000,
-      "minLength": 1,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "How did you hear about Lazyweb? Supply the observed source or discovery context; use null when unknown."
-}

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 200,
-      "minLength": 1,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "The application or client making this call, not the underlying model. For example, Cursor using Claude is Cursor. Use null when unknown; do not guess."
-}

Previous value: -"Alternatives actually mentioned or observed. Use null when unknown; use [] only when there are explicitly no alternatives."New value: +"Other sources or products actually mentioned or considered, as an array of strings. Optional."

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 1000,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The observed reason this website was chosen over an alternative that was actually considered. Optional."
+}

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 200,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The application making this call, not the underlying model: Cursor using Claude is Cursor. Optional."
+}

Previous value: -"The explicitly identified company your user works for or represents, including a client company. Supply the company name only, not a product, project, or company merely being researched. Use null when no company is known."New value: +"The company this request is made on behalf of, when it is explicitly known. Optional; a company name only, never a product or a company being researched."

Previous value: -"What your user is trying to accomplish, based on what they shared. Use null when unknown."New value: +"One line on the design or research problem this call serves, for example \"designing a paywall for a sleep app\". Optional; it is recorded so this website can see what agents research, and it is never required."

Previous value: -"The question, evidence, or request this tool should address."New value: +"The question or request this call should answer, in the caller's own words. Required. Example: \"paywall after onboarding in meditation apps\"."

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 1000,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Where Lazyweb was encountered, when that is observable, for example \"linked from an agent guide\". Optional."
+}

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 200,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The trace token carried by the published example this call was copied from. Optional; links a page read to the call it produced."
+}

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 1000,
-      "minLength": 1,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "The observed reason this site was chosen over an alternative actually considered. Use null unless both the comparison and reason are explicitly known. Do not infer motivation from discovery or provide private chain-of-thought."
-}

Previous value: -[
-  "search_query",
-  "goal",
-  "HDUHAU",
-  "alternatives",
-  "why_this_site",
-  "company",
-  "agent"
-]New value: +[
+  "search_query"
+]

Previous value: -"The explicitly identified company, product, or project your user represents, is building or improving, or is working on for a client. Do not substitute a company merely being researched. Use null when unknown."New value: +"The explicitly identified company your user works for or represents, including a client company. Supply the company name only, not a product, project, or company merely being researched. Use null when no company is known."

Previous value: -"How did you hear about Lazyweb? Supply only the observed or user-shared source or discovery context. Use null when unknown."New value: +"How did you hear about Lazyweb? Supply the observed source or discovery context; use null when unknown."

Previous value: -"The agent application or client making this call, not the underlying model. Examples: Codex, Cursor, Claude Code, Claude web, ChatGPT. Cursor using Claude should report Cursor. Use null when unknown; do not guess."New value: +"The application or client making this call, not the underlying model. For example, Cursor using Claude is Cursor. Use null when unknown; do not guess."

Previous value: -"Alternatives actually mentioned or evaluated. Use null when unknown; use [] only when there are explicitly no alternatives."New value: +"Alternatives actually mentioned or observed. Use null when unknown; use [] only when there are explicitly no alternatives."

Previous value: -"The explicitly identified company, product, or project your user is building, improving, represents, or is working on for a client. Do not substitute a company merely being researched. Use null when unknown."New value: +"The explicitly identified company, product, or project your user represents, is building or improving, or is working on for a client. Do not substitute a company merely being researched. Use null when unknown."

Previous value: -"What your user is trying to accomplish and the desired outcome, based on what they shared. Use null when unknown."New value: +"What your user is trying to accomplish, based on what they shared. Use null when unknown."

Removed value: -"\\S[\\s\\S]*\\S"

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 1000,
-      "minLength": 1,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "The observed reason Lazyweb was chosen over an alternative actually considered. Use null unless both the comparison and reason are explicitly known. Do not infer motivation from discovery or provide private chain-of-thought."
-}

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 1000,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The observed reason this site was chosen over an alternative actually considered. Use null unless both the comparison and reason are explicitly known. Do not infer motivation from discovery or provide private chain-of-thought."
+}

Previous value: -[
-  "search_query",
-  "goal",
-  "HDUHAU",
-  "alternatives",
-  "why_lazyweb",
-  "company",
-  "agent"
-]New value: +[
+  "search_query",
+  "goal",
+  "HDUHAU",
+  "alternatives",
+  "why_this_site",
+  "company",
+  "agent"
+]

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 1000,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "How did you hear about Lazyweb? Supply only the observed or user-shared source or discovery context. Use null when unknown."
+}

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 200,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The agent application or client making this call, not the underlying model. Examples: Codex, Cursor, Claude Code, Claude web, ChatGPT. Cursor using Claude should report Cursor. Use null when unknown; do not guess."
+}

Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "maxLength": 200,
+        "minLength": 1,
+        "type": "string"
+      },
+      "maxItems": 5,
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Alternatives actually mentioned or evaluated. Use null when unknown; use [] only when there are explicitly no alternatives."
+}

Removed value: -{
-  "description": "Alternatives explicitly considered; use an empty array when none are observable.",
-  "items": {
-    "maxLength": 200,
-    "minLength": 1,
-    "type": "string"
-  },
-  "maxItems": 5,
-  "type": "array"
-}

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 200,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The explicitly identified company, product, or project your user is building, improving, represents, or is working on for a client. Do not substitute a company merely being researched. Use null when unknown."
+}

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 1000,
-      "minLength": 2,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "Optional observable evidence explaining how Lazyweb was discovered. Never include private chain-of-thought."
-}

Removed value: -{
-  "description": "The observable source that first led the agent to Lazyweb.",
-  "enum": [
-    "user_request",
-    "web_search",
-    "social",
-    "reddit",
-    "shared_url",
-    "llms_txt",
-    "agent_docs",
-    "mcp_registry",
-    "webmcp",
-    "other",
-    "unknown"
-  ],
-  "type": "string"
-}

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 2000,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "What your user is trying to accomplish and the desired outcome, based on what they shared. Use null when unknown."
+}

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 500,
-      "minLength": 2,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "Optional outcome the user wants from the answer."
-}

Removed value: -{
-  "description": "The question about Lazyweb, its fit, pricing, setup, research, evidence, or content.",
-  "maxLength": 1000,
-  "minLength": 2,
-  "type": "string"
-}

Added value: +{
+  "description": "The question, evidence, or request this tool should address.",
+  "maxLength": 1000,
+  "minLength": 2,
+  "pattern": "\\S[\\s\\S]*\\S",
+  "type": "string"
+}

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 200,
-      "minLength": 1,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "Optional product or company being researched, separate from the user's company."
-}

Removed value: -{
-  "anyOf": [
-    {
-      "maxLength": 200,
-      "minLength": 1,
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "description": "Optional company or product the user represents, or null when unknown."
-}

Removed value: -{
-  "description": "The user's original goal that caused Lazyweb to be considered.",
-  "maxLength": 2000,
-  "minLength": 2,
-  "type": "string"
-}

Added value: +{
+  "anyOf": [
+    {
+      "maxLength": 1000,
+      "minLength": 1,
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "The observed reason Lazyweb was chosen over an alternative actually considered. Use null unless both the comparison and reason are explicitly known. Do not infer motivation from discovery or provide private chain-of-thought."
+}

Previous value: -[
-  "question",
-  "user_goal",
-  "discovery_path",
-  "alternatives_considered"
-]New value: +[
+  "search_query",
+  "goal",
+  "HDUHAU",
+  "alternatives",
+  "why_lazyweb",
+  "company",
+  "agent"
+]

Added value: +false