Deterministic research automation with live OpenAlex search and reusable workflow programs.
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Apply one allowlisted semantic workspace command and return the next workspace snapshot.
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Apply one allowlisted semantic workspace command and return the next workspace snapshot.
| Argument | Type | Description |
|---|---|---|
| command* | object | |
| workspace* | object |
{
"type": "object",
"required": [
"workspace",
"command"
],
"properties": {
"command": {
"type": "object"
},
"workspace": {
"type": "object"
}
},
"additionalProperties": false
}Compile two compatible semantic demonstrations into a deterministic JSON-Schema-constrained program.
| Argument | Type | Description |
|---|---|---|
| name* | string | |
| demos* | array |
{
"type": "object",
"required": [
"name",
"demos"
],
"properties": {
"name": {
"type": "string",
"maxLength": 128,
"minLength": 1
},
"demos": {
"type": "array",
"items": {
"type": "array",
"items": {
"type": "object"
},
"maxItems": 32,
"minItems": 1
},
"maxItems": 2,
"minItems": 2
}
},
"additionalProperties": false
}Classify observed WebMCP, MCP, browser and API constraints and return a conservative compliant integration path without weakening security controls.
| Argument | Type | Description |
|---|---|---|
| intent* | string | |
| environment* | object |
{
"type": "object",
"required": [
"intent",
"environment"
],
"properties": {
"intent": {
"enum": [
"read",
"act",
"automate",
"expose_webmcp",
"call_api",
"connect_mcp"
],
"type": "string"
},
"environment": {
"type": "object",
"required": [
"webMcpApi",
"frame",
"toolsPermission",
"originExposure",
"api",
"auth",
"cors",
"cspConnect",
"rateLimit",
"botProtection",
"terms",
"userAuthorizedBrowserFlow"
],
"properties": {
"api": {
"enum": [
"documented",
"undocumented",
"none",
"unknown"
],
"type": "string"
},
"auth": {
"enum": [
"authenticated",
"required",
"none",
"unknown"
],
"type": "string"
},
"cors": {
"enum": [
"allowed",
"blocked",
"not-applicable",
"unknown"
],
"type": "string"
},
"frame": {
"enum": [
"top",
"same-origin",
"cross-origin",
"unknown"
],
"type": "string"
},
"terms": {
"enum": [
"allowed",
"restricted",
"unknown"
],
"type": "string"
},
"mcpAuth": {
"enum": [
"none",
"required",
"unknown"
],
"type": "string"
},
"authScope": {
"enum": [
"browser",
"all-paths",
"unknown"
],
"type": "string"
},
"rateLimit": {
"enum": [
"ok",
"limited",
"unknown"
],
"type": "string"
},
"webMcpApi": {
"enum": [
"available",
"unavailable",
"unknown"
],
"type": "string"
},
"cspConnect": {
"enum": [
"allowed",
"blocked",
"not-applicable",
"unknown"
],
"type": "string"
},
"termsScope": {
"enum": [
"browser",
"all-paths",
"unknown"
],
"type": "string"
},
"mcpEndpoint": {
"enum": [
"available",
"protected",
"legacy-candidate",
"unavailable",
"unknown"
],
"type": "string"
},
"botProtection": {
"enum": [
"clear",
"challenge",
"blocked",
"unknown"
],
"type": "string"
},
"originExposure": {
"enum": [
"allowed",
"blocked",
"not-required",
"unknown"
],
"type": "string"
},
"rateLimitScope": {
"enum": [
"browser",
"all-paths",
"unknown"
],
"type": "string"
},
"mcpAuthMetadata": {
"enum": [
"available",
"not-required",
"unverified",
"unknown"
],
"type": "string"
},
"toolsPermission": {
"enum": [
"allowed",
"blocked",
"unknown"
],
"type": "string"
},
"mcpModernProtocol": {
"enum": [
"supported",
"unsupported",
"unknown"
],
"type": "string"
},
"botProtectionScope": {
"enum": [
"browser",
"all-paths",
"unknown"
],
"type": "string"
},
"crossOriginRequest": {
"enum": [
"requested",
"not-requested",
"not-required",
"unknown"
],
"type": "string"
},
"serverSideApiAvailable": {
"enum": [
true,
false,
"unknown"
]
},
"userAuthorizedBrowserFlow": {
"type": "boolean"
}
},
"additionalProperties": false
}
},
"additionalProperties": false
}Execute a compiled deterministic program transactionally against a supplied workspace snapshot.
| Argument | Type | Description |
|---|---|---|
| input* | object | |
| program* | object | |
| workspace* | object |
{
"type": "object",
"required": [
"workspace",
"program",
"input"
],
"properties": {
"input": {
"type": "object"
},
"program": {
"type": "object"
},
"workspace": {
"type": "object"
}
},
"additionalProperties": false
}Create a deterministic triage plan from live OpenAlex results or supplied works without mutating a workspace.
| Argument | Type | Description |
|---|---|---|
| limit | integer | |
| query | string | |
| works | array | |
| actions | object | |
| criteria | object | |
| maxItems | integer |
{
"type": "object",
"properties": {
"limit": {
"type": "integer",
"maximum": 25,
"minimum": 1
},
"query": {
"type": "string",
"maxLength": 240,
"minLength": 1
},
"works": {
"type": "array",
"items": {
"type": "object"
},
"maxItems": 25
},
"actions": {
"type": "object"
},
"criteria": {
"type": "object"
},
"maxItems": {
"type": "integer",
"maximum": 25,
"minimum": 1
}
},
"additionalProperties": false
}Preview an automation and return matching works plus an integrity fingerprint. Makes no changes.
| Argument | Type | Description |
|---|---|---|
| works* | array | |
| workspace* | object | |
| automation* | object |
{
"type": "object",
"required": [
"workspace",
"works",
"automation"
],
"properties": {
"works": {
"type": "array",
"items": {
"type": "object"
},
"maxItems": 25
},
"workspace": {
"type": "object"
},
"automation": {
"type": "object"
}
},
"additionalProperties": false
}Run a deterministic automation only when its preview fingerprint still matches current inputs. Nested tools are depth-bounded.
| Argument | Type | Description |
|---|---|---|
| works* | array | |
| workspace* | object | |
| automation* | object | |
| previewFingerprint* | string |
{
"type": "object",
"required": [
"workspace",
"works",
"automation",
"previewFingerprint"
],
"properties": {
"works": {
"type": "array",
"items": {
"type": "object"
},
"maxItems": 25
},
"workspace": {
"type": "object"
},
"automation": {
"type": "object"
},
"previewFingerprint": {
"type": "string",
"maxLength": 64,
"minLength": 64
}
},
"additionalProperties": false
}Search live scholarly works through OpenAlex. Returns normalized real research records; never mock data.
| Argument | Type | Description |
|---|---|---|
| limit | integer | |
| query* | string |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 25,
"minimum": 1
},
"query": {
"type": "string",
"maxLength": 240,
"minLength": 1
}
},
"additionalProperties": false
}