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Skill hitl e2e ai escalation brownfield

Passed
skill-hitl-e2e-ai-escalation-brownfield · run 2026-04-21_21-02-20
Score
1.00
Duration
347.1s
Cost
—
Final status
SUCCESS
Tool calls
28
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+flow\s+validate.*--format\s+json/)
Examples: ['uip 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 (28)

agent tool calls in order
  1. 1.Skilluipath:uipath-human-in-the-loop
  2. 2.BashResolve uip binary and check version
  3. 3.BashFind uip binary location
  4. 4.BashCheck uip version
  5. 5.BashCreate directory structure for ComplaintTriage flow
  6. 6.Write/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…
  7. 7.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md
  8. 8.Write/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…
  9. 9.BashValidate the updated flow with HITL node
  10. 10.BashCheck available uip commands
  11. 11.BashSearch for flow or validate subcommands
  12. 12.BashList all uip subcommand names
  13. 13.BashRecursively list all uip commands
  14. 14.BashList uip commands and descriptions
  15. 15.BashList all unique uip commands
  16. 16.BashCheck maestro command help
  17. 17.BashCheck maestro flow subcommands
  18. 18.BashValidate the ComplaintTriage flow file
  19. 19.BashInitialize a test flow to inspect the correct schema structure
  20. 20.BashRead existing test flow structure
  21. 21.BashGenerate UUIDs for flow id and schema id
  22. 22.BashSearch registry for end node types
  23. 23.BashGet full schema for core.control.end node
  24. 24.BashGet HITL node registry definition
  25. 25.BashSearch registry for human-in-the-loop node type
  26. 26.Write/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…
  27. 27.BashValidate the corrected ComplaintTriage flow
  28. 28.Write/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…

Artifacts

task.log

33,812 bytes · click to view
2026-04-21 21:46:51 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-21 21:46:51 [DEBUG] coder_eval.criteria: Validated 16 criterion checkers
2026-04-21 21:46:51 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-21 21:46:51 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-21 21:46:51 [DEBUG] coder_eval.orchestrator: Sending prompt: I have an existing complaint classification flow. First, create it by
writing to ComplaintTriage/Com...
2026-04-21 21:46:51 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-21 21:46:55 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '413954f9-8008-43d5-9f09-090759ceb8af', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '38b1dce1-8af8-4381-ae74-949
2026-04-21 21:46:55 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '413954f9-8008-43d5-9f09-090759ceb8af', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-21 21:46:55 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (init): {'type': 'system', 'subtype': 'init', 'cwd': '/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield', 
2026-04-21 21:46:58 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to:\n1. Create a complaint classification flow file\n2. Add a HITL (Human-in-the-Loop) node for when AI classifier confidence is below 80%\n3. Wire it properl
2026-04-21 21:46:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Skill | id=toolu_018k8N7UHT2AgbQMM1ncCrbF | params={
  "skill": "uipath:uipath-human-in-the-loop"
}
2026-04-21 21:46:59 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_018k8N7UHT2AgbQMM1ncCrbF | Launching skill: uipath:uipath-human-in-the-loop
2026-04-21 21:46:59 [DEBUG] coder_eval.agents.claude_code_agent: --- RateLimitEvent: RateLimitEvent(rate_limit_info=RateLimitInfo(status='allowed_warning', resets_at=1776970800, rate_limit_type='seven_day', utilization=0.82, overage_status=None, overage_resets_at=None, overage_disable
2026-04-21 21:47:04 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="Let me follow the HITL skill instructions step by step.\n\nFirst, let me resolve the `uip` binary and then create the flow file, add the HITL node, and save results.\n\nThe use
2026-04-21 21:47:04 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: I'll follow the skill instructions step by step. Let me start by resolving the `uip` binary and setting up the flow file.
2026-04-21 21:47:05 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01NN6bn78gaHt5nYapcG6s25 | params={
  "command": "UIP=$(command -v uip 2>/dev/null || npm root -g 2>/dev/null | sed 's|/node_modules$||')/bin/uip && echo \"UIP=$UIP\" && $UIP --version",
  "description": "Resolve uip binary and check version"
}
2026-04-21 21:47:05 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01NN6bn78gaHt5nYapcG6s25 | Exit code 127
UIP=/Users/religa/.bun/bin/uip/bin/uip
(eval):1: not a directory: /Users/religa/.bun/bin/uip/bin/uip
2026-04-21 21:47:08 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01LurPxjZLC9pV2Nko8CeELX | params={
  "command": "which uip 2>/dev/null || find /usr/local/bin /Users/religa/.bun/bin /Users/religa/.npm -name \"uip\" 2>/dev/null | head -5",
  "description": "Find uip binary location"
}
2026-04-21 21:47:08 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01LurPxjZLC9pV2Nko8CeELX | /Users/religa/.bun/bin/uip
2026-04-21 21:47:09 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01CezpWSFqTECvxneEUbqiwJ | params={
  "command": "uip --version",
  "description": "Check uip version"
}
2026-04-21 21:47:10 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01CezpWSFqTECvxneEUbqiwJ | 0.3.4
2026-04-21 21:47:13 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Good, `uip` is available. Now let me create the flow file and read the HITL QuickForm reference.
2026-04-21 21:47:14 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01UkRyDgxTpkdkA1mJhWiNje | params={
  "command": "mkdir -p /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage",
  "description": "Create directory structure for ComplaintTriage flow"
}
2026-04-21 21:47:14 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01UkRyDgxTpkdkA1mJhWiNje | (Bash completed with no output)
2026-04-21 21:47:21 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01EBvvjrkfsVSWhgZPmkyRkW | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow",
  "content": "{\n  \"nodes\": [\n    {\"id\": \"trigger1\", \"type\": \"core.trigger.manual\", \"label\": \"New Complaint\", \"position\": {\"x\": 100, \"y\": 200}},\n    {\"id\": \"aiClassify\", \"type\": \"core.action.script\", \"label\": \"AI Classifier\", \"position\": {\"x\": 300, \"y\": 200}, \"inputs\": {\"script\": \"// AI classifies complaint; sets confidence\"}},\n    {\"id\": \"routeHigh\", \"type\": \"core.action.script\", \"label\": \"Route High Priority\", \"position\": {\"x\": 500, \"y\": 100}, \"inputs\": {\"script\": \"console.log('routing high priorit…(683 more chars)
2026-04-21 21:47:21 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01EBvvjrkfsVSWhgZPmkyRkW | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow
2026-04-21 21:47:22 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now let me read the HITL QuickForm reference to understand the exact node JSON format:
2026-04-21 21:47:23 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_01Cvg8iA8ivRbNeZir8LMmve | params={
  "file_path": "/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md"
}
2026-04-21 21:47:23 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01Cvg8iA8ivRbNeZir8LMmve |      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…(15086 more chars)
2026-04-21 21:48:42 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I have the full reference. Let me design the HITL node for the complaint triage use case.\n\nThe business context:\n- AI Classifier (`aiClassify`) runs and sets a confidenc
2026-04-21 21:48:46 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now I have all I need. Let me analyze the flow and design the HITL insertion.

**Business context:**
- `aiClassify` → sets confidence score
- When confidence < 80%, a human reviewer must decide routing (High Priority vs Standard)
- HITL must be inserted **between `aiClassify` and the route nodes**

**Schema design for this escalation pattern (Example 4 from reference):**
- `inputs`: `confidencescore` (number) + `complaintsummary` (text) — what reviewer sees
- `outputs`: `routingdecision` (text, 
2026-04-21 21:49:14 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01PgD1fjuFygD9aD9LXqreSs | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/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\": \"humanReview1\",\n      \"type\": \"uipath.human-in-the-loop\",\n      \"typeVersion\": \"1.0.0\",\…(7125 more chars)
2026-04-21 21:49:14 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01PgD1fjuFygD9aD9LXqreSs | The file /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow has been updated successfully.
2026-04-21 21:49:15 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now validate the flow:
2026-04-21 21:49:17 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01SbT5YySUYcHuTwnbGXi5Cp | params={
  "command": "uip flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow --format json 2>&1",
  "description": "Validate the updated flow with HITL node"
}
2026-04-21 21:49:18 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01SbT5YySUYcHuTwnbGXi5Cp | Exit code 3
{
  "Result": "ValidationError",
  "Message": "error: unknown command 'flow'",
  "Instructions": "Check command arguments and options. Use --help for usage information."
}
2026-04-21 21:49:20 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_014ncLp27jLHzDJntw1tzzhJ | params={
  "command": "uip --help 2>&1 | head -40",
  "description": "Check available uip commands"
}
2026-04-21 21:49:21 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_014ncLp27jLHzDJntw1tzzhJ | {
  "Result": "Success",
  "Code": "Help",
  "Data": {
    "Command": "uip",
    "Description": "UiPath CLI 0.3.4",
    "Usage": "uip [options] [command]",
    "Arguments": [],
    "Options": [
      {
        "Flags": "-v, --version",
        "Description": "output the version number"
      },
      {
        "Flags": "--help-all",
        "Description": "Show help for all subcommands (recursive)"
      },
      {
        "Flags": "-h, --help",
        "Description": "display help for command"
      }
    ],
    "Subcommands": [
      {
        "Name": "login [options]",
        "Description": "Login to UiPath Cloud"
      },
      {
        "Name": "logout [options]",
        "Description": "Logout from UiPath Cloud by removing credentials"
      },
      {
        "Name": "feedback [opt…(890 more chars)
2026-04-21 21:49:23 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01REQoAFUCFDEMGN2rN1eKiK | params={
  "command": "uip --help-all 2>&1 | grep -i \"flow\\|validate\" | head -20",
  "description": "Search for flow or validate subcommands"
}
2026-04-21 21:49:24 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01REQoAFUCFDEMGN2rN1eKiK |       "Command": "api-workflow",
      "Description": "Run UiPath API Workflows locally.",
      "Usage": "uip api-workflow [options]",
2026-04-21 21:49:27 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_014GXoKuZRb5sesRXw2ZSSKn | params={
  "command": "uip --help-all 2>&1 | python3 -c \"import sys,json; d=json.load(sys.stdin); [print(s['Name']) for s in d['Data']['Subcommands']]\" 2>/dev/null || uip --help-all 2>&1 | grep '\"Name\"' | head -30",
  "description": "List all uip subcommand names"
}
2026-04-21 21:49:30 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_014GXoKuZRb5sesRXw2ZSSKn |           "Name": "name",
              "Name": "DefaultTenant",
          "Name": "shell",
          "Name": "query",
          "Name": "package-name",
          "Name": "package-name",
2026-04-21 21:49:33 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01C8w57A65EnywsN1wZxjrvJ | params={
  "command": "uip --help-all 2>&1 | python3 -c \"\nimport sys, json\nraw = sys.stdin.read()\ndata = json.loads(raw)\ndef print_cmds(node, indent=0):\n    if isinstance(node, dict):\n        if 'Command' in node:\n            print(' ' * indent + node['Command'])\n        if 'Subcommands' in node:\n            for sub in node['Subcommands']:\n                print_cmds(sub, indent + 2)\nprint_cmds(data)\n\" 2>&1 | head -50",
  "description": "Recursively list all uip commands"
}
2026-04-21 21:49:34 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01C8w57A65EnywsN1wZxjrvJ | (Bash completed with no output)
2026-04-21 21:49:36 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_012Xe5j48KWzKWGWp3Hh6Uzm | params={
  "command": "uip --help-all 2>&1 | grep -E '\"Name\"|\"Command\"|\"Description\"' | grep -v \"package-name\\|DefaultTenant\\|\\\"name\\\"\" | head -50",
  "description": "List uip commands and descriptions"
}
2026-04-21 21:49:37 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_012Xe5j48KWzKWGWp3Hh6Uzm |       "Command": "login",
      "Description": "Login to UiPath Cloud",
          "Description": "Path to credentials folder"
          "Description": "Custom authority URL"
          "Description": "Client Id or Application Id. Use env.ENV_NAME to read from an environment variable"
          "Description": "Client Secret or Application Secret. Use env.ENV_NAME to read from an environment variable"
          "Description": "Custom scopes or Application scopes (External Apps). Space separated values."
          "Description": "Tenant name (non-interactive mode)"
          "Description": "Interactively select tenant from list"
          "Description": "Show help for all subcommands (recursive)"
          "Description": "display help for command"
          "Description": "Interactively log in…(2205 more chars)
2026-04-21 21:49:39 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01C83EgHHQpmCtCYapxgnUwL | params={
  "command": "uip --help-all 2>&1 | grep '\"Command\"' | sort -u",
  "description": "List all unique uip commands"
}
2026-04-21 21:49:40 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01C83EgHHQpmCtCYapxgnUwL |           "Command": "uip feedback send --type bug --title \"Crash on login\" --description \"Happens every time with --interactive\"",
          "Command": "uip login --interactive",
          "Command": "uip login status",
          "Command": "uip login tenant list",
          "Command": "uip login tenant set DefaultTenant",
          "Command": "uip logout",
          "Command": "uip skills install --agent claude-code",
          "Command": "uip skills uninstall --agent claude-code",
          "Command": "uip skills update --agent claude-code",
          "Command": "uip tools install orchestrator",
          "Command": "uip tools list",
          "Command": "uip tools search orchestrator",
          "Command": "uip tools uninstall orchestrator",
          "Command": "uip tools update",…(959 more chars)
2026-04-21 21:49:44 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="There's no `flow` command in uip 0.3.4. There's `maestro` though. Let me check if there's a maestro validate command or something similar. Let me also check `rpa` for validate.
2026-04-21 21:49:45 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_014MdCH8Rc8jjsKK6LCaLFz2 | params={
  "command": "uip maestro --help 2>&1 | head -40",
  "description": "Check maestro command help"
}
2026-04-21 21:49:46 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_014MdCH8Rc8jjsKK6LCaLFz2 | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "Help",
  "Data": {
    "Command": "maestro",
    "Description": "Create, debug, and run Maestro projects and jobs.",
    "Usage": "uip maestro [options] [command]",
    "Arguments": [],
    "Options": [
      {
        "Flags": "-h, --help",
        "Description": "display help for command"
      }
    ],
    "Subcommands": [
      {
        "Name": "bpmn",
        "Description": "Create, debug, and run BPMN Maestro projects and jobs."
      },
      {
        "Name": "flow",
        "Description": "Create, debug, and run UiPath Flow projects and jobs."
      },
      {
        "Name": "case",
        "Description": "Manage Case Management instances, processes, and incidents."
      },
  …(342 more chars)
2026-04-21 21:49:48 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01PTupRVnhKNm7km4H1fMUbS | params={
  "command": "uip maestro flow --help 2>&1 | head -60",
  "description": "Check maestro flow subcommands"
}
2026-04-21 21:49:50 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01PTupRVnhKNm7km4H1fMUbS | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "Help",
  "Data": {
    "Command": "flow",
    "Description": "Create, debug, and run UiPath Flow projects and jobs.",
    "Usage": "uip maestro flow [options] [command]",
    "Arguments": [],
    "Options": [
      {
        "Flags": "-h, --help",
        "Description": "display help for command"
      }
    ],
    "Subcommands": [
      {
        "Name": "init [options] <name>",
        "Description": "Create a new Flow project with boilerplate files"
      },
      {
        "Name": "pack [options] <projectPath> <outputPath>",
        "Description": "Pack a Flow project into a .nupkg file"
      },
      {
        "Name": "validate <flowFile>",
        "Description": "Validate a .flow f…(1053 more chars)
2026-04-21 21:49:52 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The correct command is `uip maestro flow validate`. Let me run validation:
2026-04-21 21:49:52 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01KrtcWdtDMUts2JSjXdaHDU | params={
  "command": "uip maestro flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow 2>&1",
  "description": "Validate the ComplaintTriage flow file"
}
2026-04-21 21:49:53 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01KrtcWdtDMUts2JSjXdaHDU | Exit code 1
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Failure",
  "Message": "Validation failed for /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/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"
}
2026-04-21 21:49:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The flow schema validation failed. The error says "Invalid input: expected string, received undefined" at "(root)". This likely means the top-level JSON structure is wrong - it
2026-04-21 21:49:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The root structure needs fixing. Let me check what the correct flow schema looks like:
2026-04-21 21:50:00 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01DxKXNGYoNKg1xE4fyLsZpU | params={
  "command": "cd /tmp && uip maestro flow init TestFlow 2>&1 && cat TestFlow/TestFlow/TestFlow.flow 2>/dev/null || ls TestFlow/ 2>/dev/null",
  "description": "Initialize a test flow to inspect the correct schema structure"
}
2026-04-21 21:50:02 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01DxKXNGYoNKg1xE4fyLsZpU | 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."
}
project.uiproj
TestFlow.flow
Shell cwd was reset to /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield
2026-04-21 21:50:04 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_019fYUhXdqaQZmdBEtasKawz | params={
  "command": "cat /tmp/TestFlow/TestFlow.flow 2>/dev/null || find /tmp/TestFlow -name \"*.flow\" 2>/dev/null | head -3 | xargs cat 2>/dev/null",
  "description": "Read existing test flow structure"
}
2026-04-21 21:50:04 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_019fYUhXdqaQZmdBEtasKawz | {
  "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)
2026-04-21 21:50:50 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I understand the correct schema. The flow file has:\n- Top-level `id`, `version`, `name` fields (no `workflow` wrapper)\n- Nodes need `typeVersion` and `display` properties
2026-04-21 21:50:50 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now I understand the correct schema structure. The flow needs top-level `id`, `version`, `name`, `runtime`, uses `display.label`, `sourceNodeId`/`targetNodeId` edges, and a separate `layout` section. Let me rewrite it correctly:
2026-04-21 21:50:51 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_016nHdWW3MTrUivC3rWUBKq2 | params={
  "command": "python3 -c \"import uuid; print(uuid.uuid4()); print(uuid.uuid4()); print(uuid.uuid4())\"",
  "description": "Generate UUIDs for flow id and schema id"
}
2026-04-21 21:50:51 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_016nHdWW3MTrUivC3rWUBKq2 | b937d0a7-cd9c-4a07-9ca5-38eb7ae7cab6
e735811d-d411-4da5-ae60-7dafcfcd3632
8c6ee4dc-83b5-4958-bacc-de54e22c5d52
2026-04-21 21:50:53 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01QCUkGLVGN3BaQ3CXJazggL | params={
  "command": "uip maestro flow registry search \"end\" 2>&1 | head -30",
  "description": "Search registry for end node types"
}
2026-04-21 21:50:55 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01QCUkGLVGN3BaQ3CXJazggL | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "NodeSearchSuccess",
  "Data": [
    {
      "NodeType": "core.control.end",
      "Category": "control-flow",
      "DisplayName": "End",
      "Description": "Mark the end of a workflow path",
      "Version": "1.0.0",
      "Tags": "control-flow, end, finish, complete"
    },
    {
      "NodeType": "core.logic.terminate",
      "Category": "control-flow",
      "DisplayName": "Terminate",
      "Description": "Stop the entire workflow immediately",
      "Version": "1.0.0",
      "Tags": "control-flow, end, stop, terminate"
    }
  ]
}
2026-04-21 21:50:56 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01KXGsbinfmLqWDs35RfYS4c | params={
  "command": "uip maestro flow registry get core.control.end 2>&1",
  "description": "Get full schema for core.control.end node"
}
2026-04-21 21:50:58 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01KXGsbinfmLqWDs35RfYS4c | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "NodeGetSuccess",
  "Data": {
    "Node": {
      "nodeType": "core.control.end",
      "version": "1.0.0",
      "category": "control-flow",
      "description": "Mark the end of a workflow path",
      "tags": [
        "control-flow",
        "end",
        "finish",
        "complete"
      ],
      "sortOrder": 20,
      "display": {
        "label": "End",
        "icon": "circle-check",
        "shape": "circle"
      },
      "handleConfiguration": [
        {
          "position": "left",
          "handles": [
            {
              "id": "input",
              "type": "target",
              "handleType": "input"
            }
          ]
        }
      ],
      "model": {…(147 more chars)
2026-04-21 21:51:00 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01NWXY5QgLK1xqhk9zq3ttW2 | params={
  "command": "uip maestro flow registry get uipath.human-in-the-loop 2>&1",
  "description": "Get HITL node registry definition"
}
2026-04-21 21:51:02 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01NWXY5QgLK1xqhk9zq3ttW2 | Exit code 1
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Failure",
  "Message": "Node not found",
  "Instructions": "No node found with node type: uipath.human-in-the-loop"
}
2026-04-21 21:51:04 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01Sg1EwvBMCKLtKAG5oQQUac | params={
  "command": "uip maestro flow registry search \"human\" 2>&1",
  "description": "Search registry for human-in-the-loop node type"
}
2026-04-21 21:51:05 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01Sg1EwvBMCKLtKAG5oQQUac | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "NodeSearchSuccess",
  "Data": [
    {
      "NodeType": "uipath.agent.resource.escalation",
      "Category": "agent",
      "DisplayName": "Escalation",
      "Description": "Escalate to a human for review or action",
      "Version": "1.0.0",
      "Tags": "agentic, ai, agent, escalation"
    }
  ]
}
2026-04-21 21:51:32 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="The HITL node type in this version is `uipath.agent.resource.escalation`, not `uipath.human-in-the-loop`. But the skill reference specifically says `uipath.human-in-the-loop`. 
2026-04-21 21:51:33 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Good — the correct end node type is `core.control.end`. Now I have everything needed. Let me write the fully corrected flow with proper schema structure:
2026-04-21 21:52:19 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01H9wD4tdEcu3KsmpHGY7JRm | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow",
  "content": "{\n  \"id\": \"b937d0a7-cd9c-4a07-9ca5-38eb7ae7cab6\",\n  \"version\": \"1.0.0\",\n  \"name\": \"ComplaintTriage\",\n  \"runtime\": \"maestro\",\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\",…(13582 more chars)
2026-04-21 21:52:19 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01H9wD4tdEcu3KsmpHGY7JRm | The file /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow has been updated successfully.
2026-04-21 21:52:21 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01FsS91R2o6BGfLo7iHG3upB | params={
  "command": "uip maestro flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow 2>&1",
  "description": "Validate the corrected ComplaintTriage flow"
}
2026-04-21 21:52:23 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01FsS91R2o6BGfLo7iHG3upB | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "FlowValidate",
  "Data": {
    "File": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow",
    "Status": "Valid"
  }
}
2026-04-21 21:52:24 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: ✅ Validation passed. Now write the `report.json`:
2026-04-21 21:52:29 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01U7U1DGDnGpTVWc8Rqwu7AB | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/report.json",
  "content": "{\n  \"hitl_node_id\": \"humanReview1\",\n  \"inserted_position\": \"Between 'aiClassify' (AI Classifier) and the routing nodes ('routeHigh', 'routeLow'). The original direct edges from aiClassify to both route nodes were removed and replaced with aiClassify \u2192 humanReview1 \u2192 routeHigh/routeLow, so that when AI classifier confidence is below 80% the human reviewer makes the final routing decision before any complaint is acted on.\",\n  \"handles_wired\": [\n    \"humanReview1-completed-routeHigh-input\",\n    \"humanReview1-completed-routeLow-input\",\n    \"humanReview1-cancelled-end1-…(94 more chars)
2026-04-21 21:52:29 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01U7U1DGDnGpTVWc8Rqwu7AB | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/report.json
2026-04-21 21:52:37 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Here's a summary of everything done:

---

## What Was Done

### 1. Flow Created & HITL Node Inserted

**Node ID:** `humanReview1` — "Human Routing Review"

**Inserted position:** Between the `aiClassify` (AI Classifier) node and both routing nodes (`routeHigh`, `routeLow`). The two original auto-routing edges from `aiClassify` were replaced by the HITL checkpoint.

```
trigger1 → aiClassify → humanReview1 → routeHigh  (human chose "Route High Priority")
                                      → r
2026-04-21 21:52:37 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.73147485, usage={'input_tokens': 31, 'cache_creation_input_tokens': 42319, 'cache_read_input_tokens': 946902, 'output_tokens': 19241, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_t
2026-04-21 21:52:37 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> e6d5bbae-f67c-4b6d-b43a-b9f31268601b
2026-04-21 21:52:38 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-21 21:52:38 [DEBUG] coder_eval.orchestrator: Agent response received (4985 chars)
2026-04-21 21:52:38 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-21 21:52:38 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-21 21:52:38 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-21 21:52:38 [INFO] coder_eval.evaluation.checker: Criterion 'command_executed' score: 1.00
2026-04-21 21:52:38 [INFO] coder_eval.evaluation.checker: Criterion 'json_check' score: 1.00
2026-04-21 21:52:38 [INFO] coder_eval.orchestrator: Success criteria: 4/4 passed, weighted score: 1.000
2026-04-21 21:52:38 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-21 21:52:38 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-21 21:52:38 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-21 21:52:38 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-21_21-02-20/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield