appstory.ivanideas.com
appstory.ivanideas.com
live
Unverified (seed import)
Developer Tools
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imperative implementation
AppStory turns a GitHub repository into an evidence-backed visual story of how people move through the product.
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 4 · Act 1 · Transact 1 · Score: Not yet scored
Tool inspector
submit_analysis_batch
transact
imperative
May require confirmation
Add one transactional batch to the draft proposal. Every item needs indexed Evidence, factors, and an AI confidence estimate. This never changes the accepted graph.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
sessionId |
string | yes | Caller-generated id. The first writer locks the proposal. |
batch |
object | yes | — |
Raw JSON schema
{
"type": "object",
"properties": {
"sessionId": {
"type": "string",
"description": "Caller-generated id. The first writer locks the proposal."
},
"batch": {
"type": "object",
"properties": {
"nodes": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Stable unique identity."
},
"evidence": {
"type": "array",
"minItems": 1,
"items": {
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Exact path from the repository index."
},
"startLine": {
"type": "number",
"minimum": 1
},
"endLine": {
"type": "number",
"minimum": 1
},
"source": {
"type": "string",
"enum": [
"source_code",
"test",
"documentation",
"screen_capture"
]
}
},
"required": [
"path",
"startLine",
"endLine",
"source"
]
}
},
"factors": {
"type": "array",
"minItems": 1,
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"route_declaration",
"screen_implementation",
"transition",
"validation",
"source_code",
"test",
"documentation",
"screen_capture",
"source_agreement",
"conflict",
"missing_source"
]
},
"strength": {
"type": "string",
"enum": [
"weak",
"moderate",
"strong"
]
},
"detail": {
"type": "string"
}
},
"required": [
"kind",
"strength",
"detail"
]
}
},
"confidence": {
"type": "object",
"properties": {
"score": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"label": {
"type": "string",
"enum": [
"confirmed",
"inferred",
"unknown"
]
},
"reason": {
"type": "string"
},
"traceable": {
"type": "boolean"
}
},
"required": [
"score",
"label",
"reason",
"traceable"
]
},
"kind": {
"type": "string",
"enum": [
"actor",
"screen",
"decision",
"system",
"data_store",
"external_system",
"outcome",
"possible_gap",
"unknown_path"
]
},
"title": {
"type": "string"
},
"applicationArea": {
"type": "string"
},
"flowId": {
"type": "string",
"description": "Stable UI Flow identity. Omit to use main."
},
"flowTitle": {
"type": "string",
"description": "Human-readable UI Flow title."
}
},
"required": [
"id",
"kind",
"title",
"applicationArea",
"evidence",
"factors",
"confidence"
]
}
},
"edges": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Stable unique identity."
},
"evidence": {
"type": "array",
"minItems": 1,
"items": {
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Exact path from the repository index."
},
"startLine": {
"type": "number",
"minimum": 1
},
"endLine": {
"type": "number",
"minimum": 1
},
"source": {
"type": "string",
"enum": [
"source_code",
"test",
"documentation",
"screen_capture"
]
}
},
"required": [
"path",
"startLine",
"endLine",
"source"
]
}
},
"factors": {
"type": "array",
"minItems": 1,
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"route_declaration",
"screen_implementation",
"transition",
"validation",
"source_code",
"test",
"documentation",
"screen_capture",
"source_agreement",
"conflict",
"missing_source"
]
},
"strength": {
"type": "string",
"enum": [
"weak",
"moderate",
"strong"
]
},
"detail": {
"type": "string"
}
},
"required": [
"kind",
"strength",
"detail"
]
}
},
"confidence": {
"type": "object",
"properties": {
"score": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"label": {
"type": "string",
"enum": [
"confirmed",
"inferred",
"unknown"
]
},
"reason": {
"type": "string"
},
"traceable": {
"type": "boolean"
}
},
"required": [
"score",
"label",
"reason",
"traceable"
]
},
"kind": {
"type": "string",
"enum": [
"user_action",
"screen_transition",
"data_transfer",
"system_event",
"validation_result",
"dependency"
]
},
"fromId": {
"type": "string"
},
"toId": {
"type": "string"
},
"label": {
"type": "string"
}
},
"required": [
"id",
"kind",
"fromId",
"toId",
"label",
"evidence",
"factors",
"confidence"
]
}
}
},
"required": [
"nodes",
"edges"
]
}
},
"required": [
"sessionId",
"batch"
]
}
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