UiPathFlow Evalboard
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Skill hitl activation approval gate

Passed
skill-hitl-activation-approval-gate · run 2026-04-21_21-02-20
Score
1.00
Duration
193.1s
Cost
Final status
SUCCESS
Tool calls
21
uipath-human-in-the-loopsmoke

Prompt

Build a UiPath Flow that extracts expense report data and emails it to
finance — but a manager must approve each expense report before the email
is sent.

Write a recommendation.json file with:
{
  "hitl_needed": true,
  "pattern": "<which business pattern applies>",
  "proposed_schema": {
    "inputs": ["<field names>"],
    "outputs": ["<field names>"],
    "outcomes": ["<button names>"]
  }
}

Success criteria (3)

PASSAgent wrote a recommendation.jsonscore 1
File 'recommendation.json' exists
PASSAgent identified HITL is neededscore 1
Includes: 1/1 found; Score: 1.00
PASSAgent identified an approval gate patternscore 1
Includes: 1/1 found; Score: 1.00

Command timeline (21)

agent tool calls in order
  1. 1.Skilluipath:uipath-human-in-the-loop
  2. 2.BashList existing files and find uip binary
  3. 3.BashCheck uip version
  4. 4.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md
  5. 5.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-patterns.md
  6. 6.BashInitialize ExpenseApproval Flow project
  7. 7.BashCheck available uip commands
  8. 8.BashSearch for flow-related commands in uip
  9. 9.BashCheck maestro subcommands
  10. 10.BashCheck maestro flow subcommands
  11. 11.BashInitialize ExpenseApproval Flow project
  12. 12.BashList generated project files
  13. 13.Read/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approva…
  14. 14.BashCheck node and registry commands
  15. 15.BashSearch registry for script and end node types
  16. 16.BashGet full schema for script and end node types
  17. 17.Write/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approva…
  18. 18.Write/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approva…
  19. 19.BashValidate the flow file
  20. 20.BashValidate the flow file with correct flag
  21. 21.BashAuto-layout nodes in the flow

Artifacts

task.log

28,244 bytes · click to view
2026-04-21 21:30:32 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-21 21:30:32 [DEBUG] coder_eval.criteria: Validated 16 criterion checkers
2026-04-21 21:30:32 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-21 21:30:32 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-21 21:30:32 [DEBUG] coder_eval.orchestrator: Sending prompt: Build a UiPath Flow that extracts expense report data and emails it to
finance — but a manager must ...
2026-04-21 21:30:32 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-21 21:30:38 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '7a24327d-b75b-413b-ba52-67ec1762e0fa', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '9c171cfb-a16a-4a8c-8a73-1df
2026-04-21 21:30:38 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '7a24327d-b75b-413b-ba52-67ec1762e0fa', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-21 21:30:38 [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-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate', 'session
2026-04-21 21:30:40 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to build a UiPath Flow that extracts expense report data and emails it to finance, with a manager approval step (Human-in-the-Loop) before the email is sent. 
2026-04-21 21:30:40 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Skill | id=toolu_01D3tPmcv4KupgfwxQqC7Tyq | params={
  "skill": "uipath:uipath-human-in-the-loop"
}
2026-04-21 21:30:40 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01D3tPmcv4KupgfwxQqC7Tyq | Launching skill: uipath:uipath-human-in-the-loop
2026-04-21 21:30:40 [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 21:30:47 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="The user wants me to:\n1. Build a UiPath Flow that extracts expense report data and emails it to finance\n2. Add a manager approval HITL step before the email is sent\n3. Write
2026-04-21 21:30:47 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: I can see this is a **manager approval gate** — a classic HITL approval pattern. Let me start by checking the environment and existing files.
2026-04-21 21:30:48 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_013uVPY3F3CFzn4GVD1Pof84 | params={
  "command": "find /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate -maxdepth 4 | head -20 && echo \"---\" && command -v uip 2>/dev/null || echo \"uip not in PATH\"",
  "description": "List existing files and find uip binary"
}
2026-04-21 21:30:48 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_013uVPY3F3CFzn4GVD1Pof84 | /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/.venv
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/.venv/bin
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/.venv/bin/activate.bat
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/.venv/bin/activate.ps1
/Users/religa/src/…(2472 more chars)
2026-04-21 21:30:55 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01AsXXJBU6XuViCGdjXqGU4P | params={
  "command": "UIP=/Users/religa/.bun/bin/uip && $UIP --version",
  "description": "Check uip version"
}
2026-04-21 21:30:56 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01AsXXJBU6XuViCGdjXqGU4P | 0.3.4
2026-04-21 21:30:58 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Good. Now let me:\n1. Write the recommendation.json file\n2. Initialize a Flow project\n3. Add the HITL node\n\nThe working directory is the artifacts folder. Let me read the H
2026-04-21 21:30:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Good. No existing `.flow` file — I need to create one. Let me read the reference docs and initialize the project simultaneously.
2026-04-21 21:30:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_011EBQULkV9Cjyac2KRYfbPk | params={
  "file_path": "/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md"
}
2026-04-21 21:31:00 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_011EBQULkV9Cjyac2KRYfbPk |      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 21:31:00 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_015PHUW7BQuMhZ33KmFmgJdN | params={
  "file_path": "/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-patterns.md"
}
2026-04-21 21:31:00 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_015PHUW7BQuMhZ33KmFmgJdN |      1→# HITL Business Pattern Recognition Guide
     2→
     3→Use this guide to decide whether a business process needs a Human-in-the-Loop node, and where to place it — even when the user has not explicitly asked for one.
     4→
     5→---
     6→
     7→## When to Recommend HITL
     8→
     9→Look for these signals in the business description or process context:
    10→
    11→### Approval gate
    12→The automation produces something that requires sign-off before it can proceed.
    13→
    14→| Signal phrases | Examples |
    15→|---|---|
    16→| "approve", "sign off", "authorize", "get approval" | Invoice approval, PO sign-off, budget authorization |
    17→| "four-eyes check", "dual control", "maker-checker" | Financial transactions, compliance workflows |
    18→| "review befor…(3675 more chars)
2026-04-21 21:31:09 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I have a clear picture. Let me:\n\n1. Initialize a UiPath Flow project\n2. Design the HITL schema for expense report approval\n3. Write the flow file with proper nodes, edg
2026-04-21 21:31:09 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now I have everything I need. Let me initialize the Flow project and build everything.
2026-04-21 21:31:10 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01TxYJvuCEmEwJSJunQ97g8o | params={
  "command": "/Users/religa/.bun/bin/uip flow init ExpenseApproval 2>&1",
  "description": "Initialize ExpenseApproval Flow project"
}
2026-04-21 21:31:11 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01TxYJvuCEmEwJSJunQ97g8o | Exit code 3
{
  "Result": "ValidationError",
  "Message": "error: unknown command 'flow'",
  "Instructions": "Check command arguments and options. Use --help for usage information."
}
2026-04-21 21:31:13 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01Ep1MLJG2aYUkgbStvL9WRH | params={
  "command": "/Users/religa/.bun/bin/uip --help 2>&1 | head -40",
  "description": "Check available uip commands"
}
2026-04-21 21:31:14 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01Ep1MLJG2aYUkgbStvL9WRH | {
  "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 21:31:17 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01FA2LjeHaDrPJzgV5hQ5jQo | params={
  "command": "/Users/religa/.bun/bin/uip --help-all 2>&1 | grep -A2 \"flow\\|maestro\\|validate\" | head -60",
  "description": "Search for flow-related commands in uip"
}
2026-04-21 21:31:18 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01FA2LjeHaDrPJzgV5hQ5jQo |       "Command": "api-workflow",
      "Description": "Run UiPath API Workflows locally.",
      "Usage": "uip api-workflow [options]",
      "Arguments": [],
      "Options": [
--
      "Command": "maestro",
      "Description": "Create, debug, and run Maestro projects and jobs.",
      "Usage": "uip maestro [options]",
      "Arguments": [],
      "Options": [
2026-04-21 21:31:20 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01XjU6jS4NPsiYPxsp9vTqbH | params={
  "command": "/Users/religa/.bun/bin/uip maestro --help 2>&1",
  "description": "Check maestro subcommands"
}
2026-04-21 21:31:21 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01XjU6jS4NPsiYPxsp9vTqbH | 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."
      },
  …(675 more chars)
2026-04-21 21:31:23 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01PRG5CHXmd9K63cd84wyKrn | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow --help 2>&1",
  "description": "Check maestro flow subcommands"
}
2026-04-21 21:31:24 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01PRG5CHXmd9K63cd84wyKrn | 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…(2297 more chars)
2026-04-21 21:31:28 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I need to:\n1. Initialize the flow project using `uip maestro flow init`\n2. Read the generated flow file\n3. Add nodes for: trigger, extract expense data, HITL (manager ap
2026-04-21 21:31:30 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_019quFVRQ3GFozknMEJgwcyj | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow init ExpenseApproval 2>&1",
  "description": "Initialize ExpenseApproval Flow project"
}
2026-04-21 21:31:32 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_019quFVRQ3GFozknMEJgwcyj | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "FlowInit",
  "Data": {
    "Status": "Created successfully",
    "Path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval"
  }
}
2026-04-21 21:31:34 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01VCEDdHxCdd24sDC68fPc7A | params={
  "command": "find /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval -type f | sort",
  "description": "List generated project files"
}
2026-04-21 21:31:34 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01VCEDdHxCdd24sDC68fPc7A | /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval/ExpenseApproval.flow
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval/project.uiproj
2026-04-21 21:31:37 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_017dxBVF6u3Efy6ZCgAXSSxA | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval/ExpenseApproval.flow"
}
2026-04-21 21:31:37 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_017dxBVF6u3Efy6ZCgAXSSxA |      1→{
     2→  "id": "a8c91d2d-83e1-4871-a4e4-67b83837cad1",
     3→  "version": "1.0.0",
     4→  "name": "ExpenseApproval",
     5→  "nodes": [
     6→    {
     7→      "id": "start",
     8→      "type": "core.trigger.manual",
     9→      "typeVersion": "1.0.0",
    10→      "display": {
    11→        "label": "Manual trigger"
    12→      },
    13→      "inputs": {},
    14→      "outputs": {
    15→        "output": {
    16→          "type": "object",
    17→          "description": "Data passed when manually triggering the workflow.",
    18→          "source": "null",
    19→          "var": "output"
    20→        }
    21→      },
    22→      "model": {
    23→        "type": "bpmn:StartEvent",
    24→        "entryPointId": "bc0cb701-c025-4470-81f5-f2279aab93f8",
    25→…(2848 more chars)
2026-04-21 21:31:52 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I understand the structure of the flow file. I notice it uses a slightly different structure than I expected:\n- `nodes` instead of `workflow.nodes`\n- `edges` instead of `
2026-04-21 21:31:52 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now I'll check for available node types (script + end) to complete the flow:
2026-04-21 21:31:52 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_017UDTZ1LzNHhQKMU2HA2giV | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow node --help 2>&1 && echo \"---\" && /Users/religa/.bun/bin/uip maestro flow registry --help 2>&1",
  "description": "Check node and registry commands"
}
2026-04-21 21:31:55 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_017UDTZ1LzNHhQKMU2HA2giV | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "Help",
  "Data": {
    "Command": "node",
    "Description": "Manage nodes in a Flow file",
    "Usage": "uip maestro flow node [options] [command]",
    "Arguments": [],
    "Options": [
      {
        "Flags": "-h, --help",
        "Description": "display help for command"
      }
    ],
    "Subcommands": [
      {
        "Name": "add [options] <file> <node-type>",
        "Description": "Add a node to a Flow file.\nFor connector nodes (type uipath.connector), do NOT pass --input here — run 'node configure' afterwards to supply connection and endpoint details.\nExample: uip maestro flow node add flow.flow uipath.connector.jira.createIssue --label 'Create Jira Issue'"
      },
      {…(6176 more chars)
2026-04-21 21:31:58 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01PKw7eDtiWfXKytx4iHUPdk | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow registry search \"script\" --output json 2>&1 | head -60 && echo \"---\" && /Users/religa/.bun/bin/uip maestro flow registry search \"end\" --output json 2>&1 | head -60",
  "description": "Search registry for script and end node types"
}
2026-04-21 21:32:01 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01PKw7eDtiWfXKytx4iHUPdk | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "NodeSearchSuccess",
  "Data": [
    {
      "NodeType": "core.action.script",
      "Category": "data-operations",
      "DisplayName": "Script",
      "Description": "Run custom JavaScript code",
      "Version": "1.0.0",
      "Tags": "code, javascript, python"
    }
  ]
}
---
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…(230 more chars)
2026-04-21 21:32:04 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_018uLoHGgAngahcHSzqs2sw7 | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow registry get core.action.script --output json 2>&1 && echo \"---\" && /Users/religa/.bun/bin/uip maestro flow registry get core.control.end --output json 2>&1",
  "description": "Get full schema for script and end node types"
}
2026-04-21 21:32:07 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_018uLoHGgAngahcHSzqs2sw7 | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "NodeGetSuccess",
  "Data": {
    "Node": {
      "nodeType": "core.action.script",
      "version": "1.0.0",
      "category": "data-operations",
      "description": "Run custom JavaScript code",
      "tags": [
        "code",
        "javascript",
        "python"
      ],
      "sortOrder": 35,
      "supportsErrorHandling": true,
      "display": {
        "label": "Script",
        "icon": "code",
        "iconBackground": "linear-gradient(225deg, #FAFAFB 0%, #ECEDEF 100%)",
        "iconBackgroundDark": "linear-gradient(225deg, #526069 0%, rgba(50, 60, 66, 0.6) 100%)"
      },
      "handleConfiguration": [
        {
          "position": "left",
          "handles": [
            …(4274 more chars)
2026-04-21 21:32:29 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="Now I have everything I need. Let me build the complete flow file. The flow structure will be:\n\n1. `start` (manual trigger, already exists) → `extractExpenseData1` (script)\n
2026-04-21 21:32:29 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: I have all the schema I need. Now let me write the complete flow file and the recommendation.json simultaneously:
2026-04-21 21:33:14 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01YSN86XRVyxidSmuQPNoikC | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval/ExpenseApproval.flow",
  "content": "{\n  \"id\": \"a8c91d2d-83e1-4871-a4e4-67b83837cad1\",\n  \"version\": \"1.0.0\",\n  \"name\": \"ExpenseApproval\",\n  \"nodes\": [\n    {\n      \"id\": \"start\",\n      \"type\": \"core.trigger.manual\",\n      \"typeVersion\": \"1.0.0\",\n      \"display\": {\n        \"label\": \"Manual trigger\"\n      },\n      \"inputs\": {},\n      \"outputs\": {\n        \"output\": {\n          \"type\": \"object\",\n          \"description\": \"Data passed when manually triggering the workflow.\",\n          \"source\": \"null\",\n          \"var\": \"output\"\n        }\n      },\n …(16902 more chars)
2026-04-21 21:33:14 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01YSN86XRVyxidSmuQPNoikC | The file /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval/ExpenseApproval.flow has been updated successfully.
2026-04-21 21:33:16 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now write the `recommendation.json`:
2026-04-21 21:33:18 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01D9WGsrSj5LF318hGi1N9qf | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/recommendation.json",
  "content": "{\n  \"hitl_needed\": true,\n  \"pattern\": \"approval-gate\",\n  \"proposed_schema\": {\n    \"inputs\": [\n      \"employeeName\",\n      \"expenseAmount\",\n      \"expenseCategory\",\n      \"submittedDate\",\n      \"description\"\n    ],\n    \"outputs\": [\n      \"managerNotes\"\n    ],\n    \"outcomes\": [\n      \"Approve\",\n      \"Reject\"\n    ]\n  }\n}\n"
}
2026-04-21 21:33:18 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01D9WGsrSj5LF318hGi1N9qf | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/recommendation.json
2026-04-21 21:33:20 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now validate the flow:
2026-04-21 21:33:21 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01HGoD5QmfHvySe8AdVAktsZ | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow validate ExpenseApproval/ExpenseApproval.flow --format json 2>&1",
  "description": "Validate the flow file"
}
2026-04-21 21:33:23 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01HGoD5QmfHvySe8AdVAktsZ | 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."
}
2026-04-21 21:33:26 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01JK1KBPdiRr8Umw4AGdUjDB | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow validate \"ExpenseApproval/ExpenseApproval.flow\" --output json 2>&1",
  "description": "Validate the flow file with correct flag"
}
2026-04-21 21:33:27 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01JK1KBPdiRr8Umw4AGdUjDB | 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-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate/ExpenseApproval/ExpenseApproval.flow",
    "Status": "Valid"
  }
}
2026-04-21 21:33:30 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: ✅ **Validation passed.** Let me also run `tidy` to auto-layout the nodes cleanly:
2026-04-21 21:33:30 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_011L9xMVcGfMpijDeqZHNS1R | params={
  "command": "/Users/religa/.bun/bin/uip maestro flow tidy \"ExpenseApproval/ExpenseApproval.flow\" --output json 2>&1",
  "description": "Auto-layout nodes in the flow"
}
2026-04-21 21:33:32 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_011L9xMVcGfMpijDeqZHNS1R | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "FlowTidy",
  "Data": {
    "File": "ExpenseApproval/ExpenseApproval.flow",
    "NodesTotal": 7,
    "EdgesTotal": 6,
    "NodesRepositioned": 7
  },
  "Instructions": "Repositioned 7 of 7 nodes"
}
2026-04-21 21:33:44 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Everything is complete. Here's a summary of what was built:

---

## What was created

### `recommendation.json`
```json
{
  "hitl_needed": true,
  "pattern": "approval-gate",
  "proposed_schema": {
    "inputs":   ["employeeName", "expenseAmount", "expenseCategory", "submittedDate", "description"],
    "outputs":  ["managerNotes"],
    "outcomes": ["Approve", "Reject"]
  }
}
```

**Pattern rationale:** The description says *"a manager must approve each expense report before the email is sent"* 
2026-04-21 21:33:44 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.508593, usage={'input_tokens': 23, 'cache_creation_input_tokens': 41694, 'cache_read_input_tokens': 626955, 'output_tokens': 10939, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_t
2026-04-21 21:33:44 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> 811f7911-7e18-4474-ae3d-a15f7e5a3a51
2026-04-21 21:33:45 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-21 21:33:45 [DEBUG] coder_eval.orchestrator: Agent response received (4739 chars)
2026-04-21 21:33:45 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-21 21:33:45 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-21 21:33:45 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-21 21:33:45 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-21 21:33:45 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-21 21:33:45 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-21 21:33:45 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-21 21:33:45 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-21 21:33:45 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-21_21-02-20/default/skill-hitl-activation-approval-gate/artifacts/skill-hitl-activation-approval-gate