traverse-framework · enricopiovesan · Jul 15, 2026 · Jul 15, 2026
diff --git a/AGENTS.md b/AGENTS.md
@@ -12,9 +12,8 @@ gh project item-list 2 --owner traverse-framework --format json --limit 300 \
 ### Blocked work summary
 
 - **Phase 3 embedded runtime** ([#114](https://github.com/traverse-framework/reference-apps/issues/114)–[#116](https://github.com/traverse-framework/reference-apps/issues/116)) — blocked on remaining consumable embedder SDKs: Traverse [#647](https://github.com/traverse-framework/Traverse/issues/647) (Swift), [#648](https://github.com/traverse-framework/Traverse/issues/648) (Kotlin), [#649](https://github.com/traverse-framework/Traverse/issues/649) (.NET). Rust (#650) and Web/TS (#646) embedder SDKs shipped; App-Refs [#117](https://github.com/traverse-framework/reference-apps/issues/117) Linux/CLI and [#113](https://github.com/traverse-framework/reference-apps/issues/113) web-react embed shipped.
-- **doc-approval multi-capability showcase** ([#111](https://github.com/traverse-framework/reference-apps/issues/111)) — Ready after Traverse [#555](https://github.com/traverse-framework/Traverse/issues/555) (`recommend`) and manifests [#112](https://github.com/traverse-framework/reference-apps/issues/112). Spec 069: pipeline is `analyze → recommend` (no extract).
 
-Ready: [#111](https://github.com/traverse-framework/reference-apps/issues/111) (after #112 merges).
+Ready: (none — claim from Project 2 when new Ready items appear).
 
 Update this section when a PR changes platform status (see PR template checklist).
 

diff --git a/README.md b/README.md
@@ -76,7 +76,7 @@ Developer tool for browsing execution traces — not a domain workflow app.
 | App | Purpose | Web path | Default capability |
 |---|---|---|---|
 | traverse-starter | Flat string output from a short note | [`apps/traverse-starter/web-react/`](apps/traverse-starter/web-react/) | `traverse-starter.process` |
-| doc-approval | Document analysis submitter | [`apps/doc-approval/web-react/`](apps/doc-approval/web-react/) | `doc-approval.analyze` |
+| doc-approval | Document analysis submitter | [`apps/doc-approval/web-react/`](apps/doc-approval/web-react/) | `doc-approval.pipeline` |
 | meeting-notes | List-type output from a transcript | [`apps/meeting-notes/web-react/`](apps/meeting-notes/web-react/) | `meeting-notes.process` |
 | trace-explorer | Execution timeline debugger | [`apps/trace-explorer/web-react/`](apps/trace-explorer/web-react/) | — |
 
@@ -116,13 +116,13 @@ All clients are **native UI shells** separated from business logic. Phase 1/2 us
 
 | Platform | Status | Path |
 |---|---|---|
-| Web (React + TypeScript) | Shipped (embedded; bundle waits on #112) | [`apps/doc-approval/web-react/`](apps/doc-approval/web-react/) |
-| iOS (SwiftUI) | Shipped | [`apps/doc-approval/ios-swift/`](apps/doc-approval/ios-swift/) |
-| macOS (SwiftUI + AppKit) | Shipped | [`apps/doc-approval/macos-swift/`](apps/doc-approval/macos-swift/) |
-| Android (Jetpack Compose) | Shipped | [`apps/doc-approval/android-compose/`](apps/doc-approval/android-compose/) |
-| Windows (WinUI 3) | Shipped | [`apps/doc-approval/windows-winui/`](apps/doc-approval/windows-winui/) |
-| Linux (GTK4 + Rust) | Shipped (embedded; bundle waits on #112) | [`apps/doc-approval/linux-gtk/`](apps/doc-approval/linux-gtk/) |
-| CLI (Rust) | Shipped (embedded; bundle waits on #112) | [`apps/doc-approval/cli-rust/`](apps/doc-approval/cli-rust/) |
+| Web (React + TypeScript) | Shipped (embedded + pipeline) | [`apps/doc-approval/web-react/`](apps/doc-approval/web-react/) |
+| iOS (SwiftUI) | Shipped (pipeline via HTTP) | [`apps/doc-approval/ios-swift/`](apps/doc-approval/ios-swift/) |
+| macOS (SwiftUI + AppKit) | Shipped (pipeline via HTTP) | [`apps/doc-approval/macos-swift/`](apps/doc-approval/macos-swift/) |
+| Android (Jetpack Compose) | Shipped (pipeline via HTTP) | [`apps/doc-approval/android-compose/`](apps/doc-approval/android-compose/) |
+| Windows (WinUI 3) | Shipped (pipeline via HTTP) | [`apps/doc-approval/windows-winui/`](apps/doc-approval/windows-winui/) |
+| Linux (GTK4 + Rust) | Shipped (embedded + pipeline) | [`apps/doc-approval/linux-gtk/`](apps/doc-approval/linux-gtk/) |
+| CLI (Rust) | Shipped (embedded + pipeline) | [`apps/doc-approval/cli-rust/`](apps/doc-approval/cli-rust/) |
 
 ### meeting-notes (list-type output)
 
@@ -171,7 +171,6 @@ Checks 1–5 validate Node, install, typecheck, lint, and tests (no runtime requ
 
 Active blockers on [Project 2](https://github.com/orgs/traverse-framework/projects/2):
 
-- **Phase 3 embedded runtime** ([#113](https://github.com/traverse-framework/reference-apps/issues/113)–[#116](https://github.com/traverse-framework/reference-apps/issues/116)) — blocked on remaining embedder SDKs: Traverse [#646](https://github.com/traverse-framework/Traverse/issues/646) (web/TS), [#647](https://github.com/traverse-framework/Traverse/issues/647) (Swift), [#648](https://github.com/traverse-framework/Traverse/issues/648) (Kotlin), [#649](https://github.com/traverse-framework/Traverse/issues/649) (.NET). Rust SDK shipped ([#650](https://github.com/traverse-framework/Traverse/issues/650)); [#117](https://github.com/traverse-framework/reference-apps/issues/117) is Ready. HTTP sidecar remains dev-only.
-- **doc-approval multi-capability showcase** ([#111](https://github.com/traverse-framework/reference-apps/issues/111), [#112](https://github.com/traverse-framework/reference-apps/issues/112)) — blocked only on Traverse [#555](https://github.com/traverse-framework/Traverse/issues/555) (`recommend`). Spec 069: pipeline is `analyze → recommend` (no extract; [#538](https://github.com/traverse-framework/Traverse/issues/538) closed).
+- **Phase 3 embedded runtime** ([#114](https://github.com/traverse-framework/reference-apps/issues/114)–[#116](https://github.com/traverse-framework/reference-apps/issues/116)) — blocked on remaining embedder SDKs: Traverse [#647](https://github.com/traverse-framework/Traverse/issues/647) (Swift), [#648](https://github.com/traverse-framework/Traverse/issues/648) (Kotlin), [#649](https://github.com/traverse-framework/Traverse/issues/649) (.NET). Rust (#650) and Web/TS (#646) embedder SDKs shipped; App-Refs [#117](https://github.com/traverse-framework/reference-apps/issues/117) and [#113](https://github.com/traverse-framework/reference-apps/issues/113) shipped. HTTP sidecar remains dev-only for platforms without embed SDKs.
 
-Ready on Project 2: [#111](https://github.com/traverse-framework/reference-apps/issues/111), [#112](https://github.com/traverse-framework/reference-apps/issues/112) (after #113 merges).
+Ready on Project 2: check the live board (doc-approval pipeline showcase [#111](https://github.com/traverse-framework/reference-apps/issues/111) ships with this change set).
diff --git a/apps/doc-approval/DocApprovalCore/Sources/DocApprovalCore/DocApprovalOutput.swift b/apps/doc-approval/DocApprovalCore/Sources/DocApprovalCore/DocApprovalOutput.swift
@@ -1,17 +1,17 @@
 import Foundation
 
-public struct DocApprovalOutput: Equatable, Sendable, Codable {
+public struct AnalysisOutput: Equatable, Sendable, Codable {
     public let docType: String
     public let parties: [String]
     public let amounts: [String]
-    public let confidence: Double
+    public let confidence: String
     public let recommendation: String
 
     public init(
         docType: String,
         parties: [String],
         amounts: [String],
-        confidence: Double,
+        confidence: String,
         recommendation: String
     ) {
         self.docType = docType
@@ -22,6 +22,44 @@ public struct DocApprovalOutput: Equatable, Sendable, Codable {
     }
 }
 
+public struct RecommendationOutput: Equatable, Sendable, Codable {
+    public let recommendation: String
+    public let rationale: String
+    public let confidence: String
+
+    public init(recommendation: String, rationale: String, confidence: String) {
+        self.recommendation = recommendation
+        self.rationale = rationale
+        self.confidence = confidence
+    }
+}
+
+/// Combined pipeline final output (analyze → recommend).
+public struct DocApprovalOutput: Equatable, Sendable, Codable {
+    public let analysis: AnalysisOutput
+    public let recommendation: RecommendationOutput
+
+    public init(analysis: AnalysisOutput, recommendation: RecommendationOutput) {
+        self.analysis = analysis
+        self.recommendation = recommendation
+    }
+
+    public static let empty = DocApprovalOutput(
+        analysis: AnalysisOutput(
+            docType: "",
+            parties: [],
+            amounts: [],
+            confidence: "",
+            recommendation: ""
+        ),
+        recommendation: RecommendationOutput(
+            recommendation: "",
+            rationale: "",
+            confidence: ""
+        )
+    )
+}
+
 public struct TraceEvent: Equatable, Sendable, Codable {
     public let event_type: String
     public let timestamp: String
@@ -155,29 +193,11 @@ public enum JSONValue: Equatable, Sendable, Codable {
 public enum DocApprovalOutputParser {
     public static func parse(_ raw: Any?) -> DocApprovalOutput? {
         guard let dict = raw as? [String: Any],
-              let docType = dict["docType"] as? String,
-              let parties = dict["parties"] as? [String],
-              let amounts = dict["amounts"] as? [String],
-              let recommendation = dict["recommendation"] as? String else {
+              let analysis = parseAnalysis(dict["analysis"]),
+              let recommendation = parseRecommendation(dict["recommendation"]) else {
             return nil
         }
-        let confidence: Double
-        if let value = dict["confidence"] as? Double {
-            confidence = value
-        } else if let value = dict["confidence"] as? Int {
-            confidence = Double(value)
-        } else if let value = dict["confidence"] as? NSNumber {
-            confidence = value.doubleValue
-        } else {
-            return nil
-        }
-        return DocApprovalOutput(
-            docType: docType,
-            parties: parties,
-            amounts: amounts,
-            confidence: confidence,
-            recommendation: recommendation
-        )
+        return DocApprovalOutput(analysis: analysis, recommendation: recommendation)
     }
 
     public static func parseEventPayload(_ raw: Any?) -> AppStateEventPayload? {
@@ -222,4 +242,44 @@ public enum DocApprovalOutputParser {
             )
         }
     }
+
+    private static func parseAnalysis(_ raw: Any?) -> AnalysisOutput? {
+        guard let dict = raw as? [String: Any],
+              let docType = dict["docType"] as? String,
+              let parties = dict["parties"] as? [String],
+              let amounts = dict["amounts"] as? [String],
+              let confidence = stringish(dict["confidence"]),
+              let recommendation = dict["recommendation"] as? String else {
+            return nil
+        }
+        return AnalysisOutput(
+            docType: docType,
+            parties: parties,
+            amounts: amounts,
+            confidence: confidence,
+            recommendation: recommendation
+        )
+    }
+
+    private static func parseRecommendation(_ raw: Any?) -> RecommendationOutput? {
+        guard let dict = raw as? [String: Any],
+              let recommendation = dict["recommendation"] as? String,
+              let rationale = dict["rationale"] as? String,
+              let confidence = stringish(dict["confidence"]) else {
+            return nil
+        }
+        return RecommendationOutput(
+            recommendation: recommendation,
+            rationale: rationale,
+            confidence: confidence
+        )
+    }
+
+    private static func stringish(_ raw: Any?) -> String? {
+        if let value = raw as? String { return value }
+        if let value = raw as? Double { return String(value) }
+        if let value = raw as? Int { return String(value) }
+        if let value = raw as? NSNumber { return value.stringValue }
+        return nil
+    }
 }
diff --git a/apps/doc-approval/DocApprovalCore/Tests/DocApprovalCoreTests/DocApprovalCoreTests.swift b/apps/doc-approval/DocApprovalCore/Tests/DocApprovalCoreTests/DocApprovalCoreTests.swift
@@ -130,15 +130,23 @@ final class DocApprovalClientTests: XCTestCase {
 final class DocApprovalOutputTests: XCTestCase {
     func testParseOutput() {
         let raw: [String: Any] = [
-            "docType": "nda",
-            "parties": ["A", "B"],
-            "amounts": ["$1"],
-            "confidence": 0.9,
-            "recommendation": "approve",
+            "analysis": [
+                "docType": "nda",
+                "parties": ["A", "B"],
+                "amounts": ["$1"],
+                "confidence": 0.9,
+                "recommendation": "approve",
+            ],
+            "recommendation": [
+                "recommendation": "approve",
+                "rationale": "Policy match",
+                "confidence": "high",
+            ],
         ]
         let output = DocApprovalOutputParser.parse(raw)
-        XCTAssertEqual(output?.docType, "nda")
-        XCTAssertEqual(output?.recommendation, "approve")
+        XCTAssertEqual(output?.analysis.docType, "nda")
+        XCTAssertEqual(output?.recommendation.recommendation, "approve")
+        XCTAssertEqual(output?.analysis.confidence, "0.9")
     }
 
     func testParseEventPayload() {
@@ -147,16 +155,23 @@ final class DocApprovalOutputTests: XCTestCase {
             "session_id": "sess-1",
             "execution_id": "exec-1",
             "output": [
-                "docType": "nda",
-                "parties": [] as [String],
-                "amounts": [] as [String],
-                "confidence": 0.5,
-                "recommendation": "review",
+                "analysis": [
+                    "docType": "nda",
+                    "parties": [] as [String],
+                    "amounts": [] as [String],
+                    "confidence": 0.5,
+                    "recommendation": "review",
+                ],
+                "recommendation": [
+                    "recommendation": "review",
+                    "rationale": "Needs human",
+                    "confidence": "medium",
+                ],
             ],
         ]
         let payload = DocApprovalOutputParser.parseEventPayload(raw)
         XCTAssertEqual(payload?.state, "results")
-        XCTAssertEqual(payload?.output?.docType, "nda")
+        XCTAssertEqual(payload?.output?.analysis.docType, "nda")
     }
 
     func testParseSessionsArray() {
@@ -260,16 +275,23 @@ final class AppStateViewModelTests: XCTestCase {
                 sessionId: "sess-1",
                 executionId: "exec-1",
                 output: DocApprovalOutput(
-                    docType: "nda",
-                    parties: [],
-                    amounts: [],
-                    confidence: 0.8,
-                    recommendation: "approve"
+                    analysis: AnalysisOutput(
+                        docType: "nda",
+                        parties: [],
+                        amounts: [],
+                        confidence: "0.8",
+                        recommendation: "approve"
+                    ),
+                    recommendation: RecommendationOutput(
+                        recommendation: "approve",
+                        rationale: "Policy match",
+                        confidence: "high"
+                    )
                 )
             )
         )
         XCTAssertEqual(vm.currentState, "results")
-        XCTAssertEqual(vm.output?.docType, "nda")
+        XCTAssertEqual(vm.output?.analysis.docType, "nda")
     }
 
     func testCanSubmitWhenOnlineWithDocument() async {

diff --git a/apps/doc-approval/android-compose/README.md b/apps/doc-approval/android-compose/README.md
@@ -43,7 +43,7 @@ Open the project in Android Studio and run on an API 26+ emulator.
 | `ui/SettingsScreen.kt` | Runtime URL + workspace |
 | `SettingsRepository.kt` | DataStore persistence |
 
-The UI renders runtime-provided output fields only (`docType`, `parties`, `amounts`, `confidence`, `recommendation`).
+The UI renders runtime-provided pipeline fields only (`analysis.*`, `recommendation.*`).
 
 ## Phase 2 (not implemented)
 

diff --git a/...android-compose/app/src/main/java/com/traverseframework/docapproval/ExecutionViewModel.kt b/...android-compose/app/src/main/java/com/traverseframework/docapproval/ExecutionViewModel.kt
@@ -106,13 +106,7 @@ class ExecutionViewModel(
                     } catch (_: Exception) {
                         emptyList()
                     }
-                    val output = result.output ?: DocApprovalOutput(
-                        docType = "",
-                        parties = emptyList(),
-                        amounts = emptyList(),
-                        confidence = 0.0,
-                        recommendation = "",
-                    )
+                    val output = result.output ?: DocApprovalOutput.EMPTY
                     _uiState.update { it.copy(phase = ExecutionPhase.Succeeded(output, trace)) }
                     return
                 }

diff --git a/...oc-approval/android-compose/app/src/main/java/com/traverseframework/docapproval/Models.kt b/...oc-approval/android-compose/app/src/main/java/com/traverseframework/docapproval/Models.kt
@@ -3,14 +3,45 @@ package com.traverseframework.docapproval
 import kotlinx.serialization.json.JsonElement
 
 @kotlinx.serialization.Serializable
-data class DocApprovalOutput(
+data class AnalysisOutput(
     val docType: String,
     val parties: List<String>,
     val amounts: List<String>,
-    val confidence: Double,
+    val confidence: String,
+    val recommendation: String,
+)
+
+@kotlinx.serialization.Serializable
+data class RecommendationOutput(
     val recommendation: String,
+    val rationale: String,
+    val confidence: String,
 )
 
+/** Combined pipeline final output (analyze → recommend). */
+@kotlinx.serialization.Serializable
+data class DocApprovalOutput(
+    val analysis: AnalysisOutput,
+    val recommendation: RecommendationOutput,
+) {
+    companion object {
+        val EMPTY = DocApprovalOutput(
+            analysis = AnalysisOutput(
+                docType = "",
+                parties = emptyList(),
+                amounts = emptyList(),
+                confidence = "",
+                recommendation = "",
+            ),
+            recommendation = RecommendationOutput(
+                recommendation = "",
+                rationale = "",
+                confidence = "",
+            ),
+        )
+    }
+}
+
 @kotlinx.serialization.Serializable
 data class TraceEvent(
     val event_type: String,
@@ -39,7 +70,7 @@ data class ExecutionPollResult(
 )
 
 object AppConstants {
-    const val CAPABILITY_ID = "doc-approval.analyze"
+    const val CAPABILITY_ID = "doc-approval.pipeline"
     const val DEFAULT_BASE_URL = "http://10.0.2.2:8787"
     const val DEFAULT_WORKSPACE = "local-default"
 }
diff --git a/...oval/android-compose/app/src/main/java/com/traverseframework/docapproval/ui/MainScreen.kt b/...oval/android-compose/app/src/main/java/com/traverseframework/docapproval/ui/MainScreen.kt
@@ -168,11 +168,17 @@ private fun OutputCard(
 
 @Composable
 private fun OutputFields(output: DocApprovalOutput) {
-    Field("Document type", output.docType)
-    Field("Parties", output.parties.joinToString(", "))
-    Field("Amounts", output.amounts.joinToString(", "))
-    Field("Confidence", output.confidence.toString())
-    Field("Recommendation", output.recommendation)
+    Text("Analysis", style = MaterialTheme.typography.titleSmall)
+    Field("Document type", output.analysis.docType)
+    Field("Parties", output.analysis.parties.joinToString(", "))
+    Field("Amounts", output.analysis.amounts.joinToString(", "))
+    Field("Analyze confidence", output.analysis.confidence)
+    Field("Analyze recommendation", output.analysis.recommendation)
+    Spacer(modifier = Modifier.height(8.dp))
+    Text("Recommendation", style = MaterialTheme.typography.titleSmall)
+    Field("Decision", output.recommendation.recommendation)
+    Field("Rationale", output.recommendation.rationale)
+    Field("Confidence", output.recommendation.confidence)
 }
 
 @Composable