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Skill hitl e2e ai escalation brownfield

Passed
skill-hitl-e2e-ai-escalation-brownfield · run 2026-04-22_20-39-58
Score
1.00
Duration
231.1s
Cost
$0.509
Final status
SUCCESS
Tool calls
16
uipath-human-in-the-loope2ebrown-fieldescalationai-agent

Prompt

I have an existing complaint classification flow. First, create it by
writing to ComplaintTriage/ComplaintTriage/ComplaintTriage.flow:

{
  "nodes": [
    {"id": "trigger1", "type": "core.trigger.manual", "label": "New Complaint", "position": {"x": 100, "y": 200}},
    {"id": "aiClassify", "type": "core.action.script", "label": "AI Classifier", "position": {"x": 300, "y": 200}, "inputs": {"script": "// AI classifies complaint; sets confidence"}},
    {"id": "routeHigh", "type": "core.action.script", "label": "Route High Priority", "position": {"x": 500, "y": 100}, "inputs": {"script": "console.log('routing high priority');"}},
    {"id": "routeLow", "type": "core.action.script", "label": "Route Standard", "position": {"x": 500, "y": 300}, "inputs": {"script": "console.log('routing standard');"}}
  ],
  "edges": [
    {"id": "e1", "source": "trigger1", "target": "aiClassify", "sourcePort": "output", "targetPort": "input"},
    {"id": "e2", "source": "aiClassify", "target": "routeHigh", "sourcePort": "output", "targetPort": "input"},
    {"id": "e3", "source": "aiClassify", "target": "routeLow", "sourcePort": "output", "targetPort": "input"}
  ],
  "variables": [],
  "definitions": []
}

When the AI classifier confidence is below 80%, a human reviewer must
make the final routing decision before the complaint is acted on.
Insert a HITL node in the appropriate place, wire it, and validate.

Save results to report.json:
{
  "hitl_node_id": "<id>",
  "inserted_position": "<description of where in the flow>",
  "handles_wired": ["<list>"],
  "validation_passed": true
}

Success criteria (4)

PASSHITL node is present in the flow filescore 1
Includes: 1/1 found; Score: 1.00
PASSCompleted handle is wired in the flow filescore 1
Includes: 1/1 found; Score: 1.00
PASSAgent validated the flowscore 1
Matched 1/1 required commands (filters: tool_name=Bash, pattern=/uip\s+(maestro\s+)?flow\s+validate.*--format\s+json/)
Examples: ['uip maestro flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow --format json 2>&1']
PASSreport.json confirms validation passedscore 1
Assertions: 1/1 passed; Score: 1.00

Command timeline (16)

agent tool calls in order
  1. 1.Skilluipath:uipath-human-in-the-loop
  2. 2.BashResolve uip binary and check version
  3. 3.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md
  4. 4.BashCreate the flow directory structure
  5. 5.Write/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-esca…
  6. 6.BashValidate the flow with uip maestro flow validate
  7. 7.BashCheck validate command options
  8. 8.BashValidate the flow
  9. 9.BashCheck the format of a freshly initialized flow file
  10. 10.BashCheck if TestFlow already exists from previous run
  11. 11.Read/tmp/TestFlow/TestFlow/TestFlow.flow
  12. 12.BashRead the reference flow file
  13. 13.BashGenerate UUIDs for flow id, schema id, and model entryPointId
  14. 14.Write/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-esca…
  15. 15.BashValidate the corrected flow file
  16. 16.Write/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-esca…

Artifacts

task.log

21,305 bytes · click to view
2026-04-22 20:49:56 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-22 20:49:56 [DEBUG] coder_eval.criteria: Validated 16 criterion checkers
2026-04-22 20:49:56 [INFO] coder_eval.orchestrator: API routing: aws_bedrock
2026-04-22 20:49:56 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-22 20:49:56 [DEBUG] coder_eval.orchestrator: Sending prompt: I have an existing complaint classification flow. First, create it by
writing to ComplaintTriage/Com...
2026-04-22 20:49:56 [DEBUG] coder_eval.agents.claude_code_agent: [coder] Starting agent query stream...
2026-04-22 20:50:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '61ce21f7-1788-4e11-b0f1-aec3571cac53', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': 'd0a98464-62f1-41cd-b990-d9f
2026-04-22 20:50:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': 'daa166d5-2b20-41b5-b761-6c73409e5462', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '01e17bd5-d062-4604-b89c-ef1
2026-04-22 20:50:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': 'daa166d5-2b20-41b5-b761-6c73409e5462', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '', 'stdout': '', 'stderr
2026-04-22 20:50:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '61ce21f7-1788-4e11-b0f1-aec3571cac53', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-22 20:50:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (init): {'type': 'system', 'subtype': 'init', 'cwd': '/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield
2026-04-22 20:50:22 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to:\n1. Create an existing complaint classification flow file\n2. Add a Human-in-the-Loop (HITL) node when AI classifier confidence is below 80%\n3. Wire the 
2026-04-22 20:50:22 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Skill | id=toolu_bdrk_01VGVeJiabP6L8zLrCMrKjva | params={
  "skill": "uipath:uipath-human-in-the-loop"
}
2026-04-22 20:50:22 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01VGVeJiabP6L8zLrCMrKjva | Launching skill: uipath:uipath-human-in-the-loop
2026-04-22 20:50:27 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to:\n1. Create the flow file at `ComplaintTriage/ComplaintTriage/ComplaintTriage.flow`\n2. Add a HITL node for when AI classifier confidence is below 80%\n3. 
2026-04-22 20:50:28 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01LVheqsdHNSE2C3QeaFQEZG | params={
  "command": "UIP=$(command -v uip 2>/dev/null || echo \"\"); echo \"uip: $UIP\"; ${UIP:-uip} --version 2>&1 || true",
  "description": "Resolve uip binary and check version"
}
2026-04-22 20:50:29 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Read | id=toolu_bdrk_01N4EGMprDibipfs8zDZhxNQ | params={
  "file_path": "/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md"
}
2026-04-22 20:50:30 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01LVheqsdHNSE2C3QeaFQEZG | uip: /Users/religa/src/coder_eval/.venv/bin/uip
0.3.4
2026-04-22 20:50:30 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01N4EGMprDibipfs8zDZhxNQ |      1→# HITL QuickForm Node — Direct JSON Reference
     2→
     3→The agent writes the `uipath.human-in-the-loop` node directly into the `.flow` file as JSON. No CLI command needed to add the node.
     4→
     5→---
     6→
     7→## Step 1 — Extract the Schema Through Conversation
     8→
     9→Before designing the schema, ask these focused questions if the business description doesn't answer them. **Ask all missing ones in a single message — never one at a time.**
    10→
    11→| What you need to know | Question to ask |
    12→|---|---|
    13→| What the reviewer sees | "What information does the reviewer need to make their decision?" |
    14→| What they fill in | "Does the reviewer need to enter any data, or just click Approve/Reject?" |
    15→| What actions they take | "What ar…(14380 more chars)
2026-04-22 20:51:11 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="Now I have all the information I need. Let me:\n\n1. Create the flow file at `ComplaintTriage/ComplaintTriage/ComplaintTriage.flow`\n2. Design the HITL node for the confidence 
2026-04-22 20:51:11 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: Now I have everything I need. Let me create the flow file, insert the HITL node, wire it, validate, and save the report.
2026-04-22 20:51:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01UhCRV5Es6vEu8w8KJ5YEb8 | params={
  "command": "mkdir -p ComplaintTriage/ComplaintTriage",
  "description": "Create the flow directory structure"
}
2026-04-22 20:51:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01UhCRV5Es6vEu8w8KJ5YEb8 | (Bash completed with no output)
2026-04-22 20:51:22 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="Now let me create the flow file with the HITL node inserted. \n\nThe flow structure with the HITL node:\n- Keep existing nodes: trigger1, aiClassify, routeHigh, routeLow\n- Add
2026-04-22 20:51:22 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: Now let me write the complete flow file with the HITL node inserted between `aiClassify` and the routing nodes:
2026-04-22 20:51:43 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Write | id=toolu_bdrk_01QmKJWCMFhucA8u9KR9q6FV | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow",
  "content": "{\n  \"nodes\": [\n    {\n      \"id\": \"trigger1\",\n      \"type\": \"core.trigger.manual\",\n      \"label\": \"New Complaint\",\n      \"position\": {\"x\": 100, \"y\": 200}\n    },\n    {\n      \"id\": \"aiClassify\",\n      \"type\": \"core.action.script\",\n      \"label\": \"AI Classifier\",\n      \"position\": {\"x\": 300, \"y\": 200},\n      \"inputs\": {\"script\": \"// AI classifies complaint; sets confidence\"}\n    },\n    {\n      \"id\": \"humanRoutingReview1\",\n      \"type\": \"uipath.human-in-the-loop\",\n      \"typeVersion\": \…(6532 more chars)
2026-04-22 20:51:43 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01QmKJWCMFhucA8u9KR9q6FV | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow
2026-04-22 20:51:46 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now let me validate the flow with uip maestro flow validate.', signature='EuYBCkgIDRABGAIqQAobQF13YWEe1jrjBpUmApAmHTkxWO7kLNJuNSD2Q8Z9GMmaOQIJ2PLwkiM58yQenOz0ORIAnay05dI9c1wjvM
2026-04-22 20:51:47 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: Now validate the flow:
2026-04-22 20:51:48 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01Nn6BtmxAMxi56Ux9mxFPcb | params={
  "command": "uip maestro flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow --format json 2>&1",
  "description": "Validate the flow with uip maestro flow validate"
}
2026-04-22 20:51:49 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [ERROR]: id=toolu_bdrk_01Nn6BtmxAMxi56Ux9mxFPcb | Exit code 3
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "ValidationError",
  "Message": "error: unknown option '--format'",
  "Instructions": "Check command arguments and options. Use --help for usage information."
}
2026-04-22 20:51:52 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01LXfNBeyt8vnHCCY8XqRb6K | params={
  "command": "uip maestro flow validate --help 2>&1",
  "description": "Check validate command options"
}
2026-04-22 20:51:53 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01LXfNBeyt8vnHCCY8XqRb6K | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "Help",
  "Data": {
    "Command": "validate",
    "Description": "Validate a .flow file against the Flow schema",
    "Usage": "uip maestro flow validate [options] <flowFile>",
    "Arguments": [
      {
        "Name": "flowFile",
        "Description": "Path to the .flow file to validate",
        "Required": true
      }
    ],
    "Options": [
      {
        "Flags": "-h, --help",
        "Description": "display help for command"
      }
    ],
    "Examples": [
      {
        "Description": "Validate a .flow file against the flow schema",
        "Command": "uip flow validate flow.json",
        "Output": {
          "Code": "FlowValidate",
          "Data": {
            "File": "…(672 more chars)
2026-04-22 20:51:55 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01McK8aBBRgMqsQDRZyesuRD | params={
  "command": "uip maestro flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow --output json 2>&1",
  "description": "Validate the flow"
}
2026-04-22 20:51:57 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [ERROR]: id=toolu_bdrk_01McK8aBBRgMqsQDRZyesuRD | Exit code 1
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Failure",
  "Message": "Validation failed for /Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow",
  "Instructions": "Found 1 error(s):\n  - [error] [(root)] Schema validation failed: Invalid input: expected string, received undefined"
}
2026-04-22 20:52:09 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The error says "expected string, received undefined" at "(root)". This likely means the root-level JSON is missing some required field. Looking at the original flow, it has `no
2026-04-22 20:52:09 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_019iJhag7Dz2ZdhkR6G2UZZf | params={
  "command": "cd /tmp && uip maestro flow init TestFlow --output json 2>&1 && cat TestFlow/TestFlow/TestFlow.flow 2>/dev/null | head -50",
  "description": "Check the format of a freshly initialized flow file"
}
2026-04-22 20:52:11 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [ERROR]: id=toolu_bdrk_019iJhag7Dz2ZdhkR6G2UZZf | Exit code 1
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Failure",
  "Message": "Failed to create flow project",
  "Instructions": "Directory \"TestFlow\" already exists and is not empty. Use --force to overwrite."
}
2026-04-22 20:52:14 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_0168tzfx3UgvFGqwqfYyqaxB | params={
  "command": "cat /tmp/TestFlow/TestFlow/TestFlow.flow 2>/dev/null || ls /tmp/TestFlow/ 2>/dev/null",
  "description": "Check if TestFlow already exists from previous run"
}
2026-04-22 20:52:14 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_0168tzfx3UgvFGqwqfYyqaxB | project.uiproj
TestFlow.flow
2026-04-22 20:52:17 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Read | id=toolu_bdrk_01PEZJdMRcGTfym3EBmRzeiK | params={
  "file_path": "/tmp/TestFlow/TestFlow/TestFlow.flow"
}
2026-04-22 20:52:17 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [ERROR]: id=toolu_bdrk_01PEZJdMRcGTfym3EBmRzeiK | File does not exist. Note: your current working directory is /Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield.
2026-04-22 20:52:18 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01KyG516ESd9VKTVsrCtT9yr | params={
  "command": "cat /tmp/TestFlow/TestFlow.flow",
  "description": "Read the reference flow file"
}
2026-04-22 20:52:19 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01KyG516ESd9VKTVsrCtT9yr | {
  "id": "b7a4f277-c51d-41a3-9771-7a4bc84a2bc2",
  "version": "1.0.0",
  "name": "TestFlow",
  "nodes": [
    {
      "id": "start",
      "type": "core.trigger.manual",
      "typeVersion": "1.0.0",
      "display": {
        "label": "Manual trigger"
      },
      "inputs": {},
      "outputs": {
        "output": {
          "type": "object",
          "description": "Data passed when manually triggering the workflow.",
          "source": "null",
          "var": "output"
        }
      },
      "model": {
        "type": "bpmn:StartEvent",
        "entryPointId": "46550ba8-b3a9-472c-8dc7-338145d1cfcd",
        "isDefaultEntryPoint": true
      }
    },
    {
      "id": "testScript1",
      "type": "core.action.script",
      "typeVersion": "1.0.0",
      "display": {
        "labe…(7996 more chars)
2026-04-22 20:52:48 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I understand the correct format. The flow file requires:\n1. `id` (UUID) at the root\n2. `version` field\n3. `name` field\n4. `nodes` with proper format using `display.labe
2026-04-22 20:52:48 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: Now I understand the correct format. The flow needs `id`, `version`, `name`, `runtime`, `bindings`, proper `display`/`layout` structure, and `sourceNodeId`/`targetNodeId` in edges. Let me rewrite it properly:
2026-04-22 20:52:49 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01BeCFy1m4c23vRxWgvCavst | params={
  "command": "python3 -c \"import uuid; print(uuid.uuid4()); print(uuid.uuid4()); print(uuid.uuid4())\"",
  "description": "Generate UUIDs for flow id, schema id, and model entryPointId"
}
2026-04-22 20:52:49 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01BeCFy1m4c23vRxWgvCavst | 5bc4b1b0-cbbf-46dc-8063-3181410389d1
613cf17a-c1f0-4cd5-8c19-a94ba29144a1
34eff046-463c-4125-9325-5bd5b86ccaf7
2026-04-22 20:53:25 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Write | id=toolu_bdrk_01TKAy6QbNocSNt7As38umCq | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow",
  "content": "{\n  \"id\": \"5bc4b1b0-cbbf-46dc-8063-3181410389d1\",\n  \"version\": \"1.0.0\",\n  \"name\": \"ComplaintTriage\",\n  \"nodes\": [\n    {\n      \"id\": \"trigger1\",\n      \"type\": \"core.trigger.manual\",\n      \"typeVersion\": \"1.0.0\",\n      \"display\": {\n        \"label\": \"New Complaint\"\n      },\n      \"inputs\": {},\n      \"outputs\": {\n        \"output\": {\n          \"type\": \"object\",\n          \"description\": \"Data passed when manually triggering the workflow.\",\n          \"source\": \"null\",\n          \"var\": \"out…(13005 more chars)
2026-04-22 20:53:25 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01TKAy6QbNocSNt7As38umCq | The file /Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow has been updated successfully.
2026-04-22 20:53:28 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Bash | id=toolu_bdrk_01MBUoctHDC5MsfSRetMSB2w | params={
  "command": "uip maestro flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow --output json 2>&1",
  "description": "Validate the corrected flow file"
}
2026-04-22 20:53:29 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01MBUoctHDC5MsfSRetMSB2w | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "FlowValidate",
  "Data": {
    "File": "/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow",
    "Status": "Valid"
  }
}
2026-04-22 20:53:31 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: Validation passed. Now write the report:
2026-04-22 20:53:35 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Write | id=toolu_bdrk_014pc6uTHLa7WMuXp3Ustfmm | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/report.json",
  "content": "{\n  \"hitl_node_id\": \"humanRoutingReview1\",\n  \"inserted_position\": \"Between 'aiClassify' (AI Classifier) and the routing nodes ('routeHigh', 'routeLow') \u2014 intercepts all complaints after AI classification so a human can make the final routing decision when confidence is below 80%\",\n  \"handles_wired\": [\n    \"aiClassify (success) \u2192 humanRoutingReview1 (input)\",\n    \"humanRoutingReview1 (completed) \u2192 routeHigh (input)\",\n    \"humanRoutingReview1 (completed) \u2192 routeLow (input)\"\n  ],\n  \"validation_passed\": true\n}\n"
}
2026-04-22 20:53:35 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_014pc6uTHLa7WMuXp3Ustfmm | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield/report.json
2026-04-22 20:53:47 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: All done. Here's a summary of what was accomplished:

---

## Complaint Triage — HITL Node Inserted ✅

### What was added

A **QuickForm Human-in-the-Loop node** (`humanRoutingReview1`, *"Human Routing Review"*) was inserted between the AI Classifier and the routing nodes to handle low-confidence classifications.

### Insertion point
Between `aiClassify` and the two routing destinations (`routeHigh`, `routeLow`) — the HITL checkpoint intercepts every complaint after the AI classifies it, present
2026-04-22 20:53:47 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< RESULT: cost=$0.5092698, usage={'input_tokens': 18, 'cache_creation_input_tokens': 32532, 'cache_read_input_tokens': 603386, 'output_tokens': 13747, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_t
2026-04-22 20:53:47 [DEBUG] coder_eval.agents.claude_code_agent: [coder] session_id changed: None -> bcabd542-7cdf-476d-95e8-4bba1b528237
2026-04-22 20:53:47 [DEBUG] coder_eval.agents.claude_code_agent: [coder] Agent query stream ended
2026-04-22 20:53:47 [DEBUG] coder_eval.orchestrator: Agent response received (4184 chars)
2026-04-22 20:53:47 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-22 20:53:47 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-22 20:53:47 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-22 20:53:47 [INFO] coder_eval.evaluation.checker: Criterion 'command_executed' score: 1.00
2026-04-22 20:53:47 [INFO] coder_eval.evaluation.checker: Criterion 'json_check' score: 1.00
2026-04-22 20:53:47 [INFO] coder_eval.orchestrator: Success criteria: 4/4 passed, weighted score: 1.000
2026-04-22 20:53:47 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-22 20:53:47 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-22 20:53:47 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-22 20:53:47 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-22_20-39-58/default/skill-hitl-e2e-ai-escalation-brownfield/00/artifacts/skill-hitl-e2e-ai-escalation-brownfield