Turns vague automation requests into tool stacks, prompts, QA checks, and human boundaries.
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Score an existing automation plan for shell-risk, missing inputs, missing validation, missing tool route, and missing recovery path.
Automation plan or prompt to audit.
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
Score an existing automation plan for shell-risk, missing inputs, missing validation, missing tool route, and missing recovery path.
| Argument | Type | Description |
|---|---|---|
| plan* | string | Automation plan or prompt to audit. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"plan"
],
"properties": {
"plan": {
"type": "string",
"minLength": 20,
"description": "Automation plan or prompt to audit."
}
},
"additionalProperties": false
}Generate a 10-minute intake questionnaire for a non-developer who wants one workflow automated.
| Argument | Type | Description |
|---|---|---|
| goal | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"goal": {
"type": "string"
}
},
"additionalProperties": false
}Create a machine-readable package contract for agencies, SaaS builders, or other agents that want to integrate the No-Shell operating pack through MCP/API plus human-readable delivery artifacts.
| Argument | Type | Description |
|---|---|---|
| goal* | string | Plain-language automation goal. |
| risk | string | |
| domain | string | Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding. |
| language | string | |
| userType | string | Non-developer, solo operator, small team, developer, agency, etc. |
| buyerType | string | Agency, freelancer, SaaS builder, solo operator, internal ops team, etc. |
| packageMode | string | mcp_api, starter_pack, agency_workbench, connector_pack, or a custom packaging mode. |
| currentTools | array | Tools/plugins/MCPs already available to the user. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6,
"description": "Plain-language automation goal."
},
"risk": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
},
"domain": {
"type": "string",
"description": "Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding."
},
"language": {
"enum": [
"ko",
"en"
],
"type": "string"
},
"userType": {
"type": "string",
"description": "Non-developer, solo operator, small team, developer, agency, etc."
},
"buyerType": {
"type": "string",
"description": "Agency, freelancer, SaaS builder, solo operator, internal ops team, etc."
},
"packageMode": {
"type": "string",
"description": "mcp_api, starter_pack, agency_workbench, connector_pack, or a custom packaging mode."
},
"currentTools": {
"type": "array",
"items": {
"type": "string"
},
"description": "Tools/plugins/MCPs already available to the user."
}
},
"additionalProperties": false
}Return dry-run, QA, audit, and PASS criteria for one automation workflow.
| Argument | Type | Description |
|---|---|---|
| goal* | string | |
| risk | string | |
| domain | string |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6
},
"risk": {
"type": "string"
},
"domain": {
"type": "string"
}
},
"additionalProperties": false
}Turn a vague automation request into a tool/MCP/plugin/skill stack, permissioned account route, workflow phases, validation pack, and live-action boundary.
| Argument | Type | Description |
|---|---|---|
| goal* | string | Plain-language automation goal. |
| risk | string | |
| domain | string | Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding. |
| language | string | |
| userType | string | Non-developer, solo operator, small team, developer, agency, etc. |
| currentTools | array | Tools/plugins/MCPs already available to the user. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6,
"description": "Plain-language automation goal."
},
"risk": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
},
"domain": {
"type": "string",
"description": "Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding."
},
"language": {
"enum": [
"ko",
"en"
],
"type": "string"
},
"userType": {
"type": "string",
"description": "Non-developer, solo operator, small team, developer, agency, etc."
},
"currentTools": {
"type": "array",
"items": {
"type": "string"
},
"description": "Tools/plugins/MCPs already available to the user."
}
},
"additionalProperties": false
}Create a copy-paste natural-language command that tells an agent how to execute the workflow without producing an empty shell.
| Argument | Type | Description |
|---|---|---|
| goal* | string | Plain-language automation goal. |
| risk | string | |
| domain | string | Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding. |
| language | string | |
| userType | string | Non-developer, solo operator, small team, developer, agency, etc. |
| currentTools | array | Tools/plugins/MCPs already available to the user. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6,
"description": "Plain-language automation goal."
},
"risk": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
},
"domain": {
"type": "string",
"description": "Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding."
},
"language": {
"enum": [
"ko",
"en"
],
"type": "string"
},
"userType": {
"type": "string",
"description": "Non-developer, solo operator, small team, developer, agency, etc."
},
"currentTools": {
"type": "array",
"items": {
"type": "string"
},
"description": "Tools/plugins/MCPs already available to the user."
}
},
"additionalProperties": false
}Recommend MCP servers, Codex plugins, skills, permissioned account routes, and live-action boundaries for a requested automation.
| Argument | Type | Description |
|---|---|---|
| goal* | string | Plain-language automation goal. |
| risk | string | |
| domain | string | Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding. |
| language | string | |
| userType | string | Non-developer, solo operator, small team, developer, agency, etc. |
| currentTools | array | Tools/plugins/MCPs already available to the user. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"goal"
],
"properties": {
"goal": {
"type": "string",
"minLength": 6,
"description": "Plain-language automation goal."
},
"risk": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
},
"domain": {
"type": "string",
"description": "Optional domain hint such as email_docs, ecommerce_data, knowledge_base, coding."
},
"language": {
"enum": [
"ko",
"en"
],
"type": "string"
},
"userType": {
"type": "string",
"description": "Non-developer, solo operator, small team, developer, agency, etc."
},
"currentTools": {
"type": "array",
"items": {
"type": "string"
},
"description": "Tools/plugins/MCPs already available to the user."
}
},
"additionalProperties": false
}