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Skill hitl activation explicit

Passed
skill-hitl-activation-explicit · run 2026-04-21_21-02-20
Score
1.00
Duration
45.4s
Cost
—
Final status
SUCCESS
Tool calls
5
uipath-human-in-the-loopsmoke

Prompt

I have a UiPath Flow. Add a Human-in-the-Loop node before the final data
write step so a manager can review and approve the data before it is posted.

Write a recommendation.json file with:
{
  "hitl_needed": true,
  "pattern": "<which business pattern applies>",
  "proposed_schema": {
    "inputs": ["<field names the human will see>"],
    "outputs": ["<field names the human fills in>"],
    "outcomes": ["<action 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 proposed a schema with outcomesscore 1
Includes: 2/2 found; Score: 1.00

Command timeline (5)

agent tool calls in order
  1. 1.Skilluipath:uipath-human-in-the-loop
  2. 2.BashFind .flow files in the working directory
  3. 3.BashList all files in the working directory
  4. 4.BashFind all files in working directory
  5. 5.Write/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/rec…

Artifacts

none

    task.log

    9,500 bytes · click to view
    2026-04-21 21:29:47 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-21 21:29:47 [DEBUG] coder_eval.criteria: Validated 16 criterion checkers
2026-04-21 21:29:47 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-21 21:29:47 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-21 21:29:47 [DEBUG] coder_eval.orchestrator: Sending prompt: I have a UiPath Flow. Add a Human-in-the-Loop node before the final data
write step so a manager can...
2026-04-21 21:29:47 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-21 21:29:53 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': 'c1890793-491c-4084-9039-5caa3554f9ea', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '956033b2-296d-4606-b804-5ed
2026-04-21 21:29:53 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': 'c1890793-491c-4084-9039-5caa3554f9ea', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-21 21:29:53 [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-explicit/artifacts/skill-hitl-activation-explicit', 'session_id': 'c24
2026-04-21 21:29:55 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants to add a Human-in-the-Loop node to a UiPath Flow before the final data write step. Let me first explore the working directory to understand the current flow stru
2026-04-21 21:29:55 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Skill | id=toolu_01T2ioaKSZ7FLvnkoWWJBHiV | params={
  "skill": "uipath:uipath-human-in-the-loop"
}
2026-04-21 21:29:55 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01T2ioaKSZ7FLvnkoWWJBHiV | Launching skill: uipath:uipath-human-in-the-loop
2026-04-21 21:29:55 [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 21:29:57 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Let me start by exploring the working directory to understand the flow structure and then add the HITL node.', signature='EqkCClsIDBgCKkDgtbKr/z7n0vm8bctUMDjBn2cPjtSHAL28J2XKH/
2026-04-21 21:29:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01PVwXHHZD8GDyAFGqdiADew | params={
  "command": "find /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit -name \"*.flow\" -maxdepth 4 | head -5",
  "description": "Find .flow files in the working directory"
}
2026-04-21 21:29:59 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01PVwXHHZD8GDyAFGqdiADew | (Bash completed with no output)
2026-04-21 21:30:01 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01KjgKQHkLext8BQ34J4DYtg | params={
  "command": "ls -la /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/",
  "description": "List all files in the working directory"
}
2026-04-21 21:30:01 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01KjgKQHkLext8BQ34J4DYtg | total 0
drwxr-xr-x  3 religa  staff   96 Apr 21 21:29 .
drwxr-xr-x  3 religa  staff   96 Apr 21 21:29 ..
drwxr-xr-x  7 religa  staff  224 Apr 21 21:29 .venv
2026-04-21 21:30:11 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The working directory is essentially empty (just a .venv directory). There\'s no `.flow` file. The task asks me to:\n\n1. Add a Human-in-the-Loop node before the final data wri
2026-04-21 21:30:11 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01V6goiJRneWcTASS87PwhYG | params={
  "command": "find /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit -type f | head -20",
  "description": "Find all files in working directory"
}
2026-04-21 21:30:11 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01V6goiJRneWcTASS87PwhYG | /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/.venv/bin/activate.bat
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/.venv/bin/activate.ps1
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/.venv/bin/activate.fish
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/.venv/bin/pydoc.bat
/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/.venv/bin/activate_this.py
/Users/religa…(1435 more chars)
2026-04-21 21:30:18 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The working directory only contains a `.venv` directory — no `.flow` file exists. The task is asking me to:\n1. Recognize the business pattern (write-back validation — a manage
2026-04-21 21:30:20 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The working directory has no `.flow` file — only a virtual environment. Based on the user's description, I can identify the business pattern and write the `recommendation.json`.

**Pattern identified: Write-back validation** — the automation has produced data that is about to be posted to an external system, and a manager must review and approve it first to prevent incorrect data from reaching production.
2026-04-21 21:30:22 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_015GEDfMpQJcYedLHgVWswGG | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/recommendation.json",
  "content": "{\n  \"hitl_needed\": true,\n  \"pattern\": \"write-back validation\",\n  \"proposed_schema\": {\n    \"inputs\": [\n      \"record_id\",\n      \"data_summary\",\n      \"destination_system\",\n      \"proposed_values\"\n    ],\n    \"outputs\": [\n      \"reviewer_notes\"\n    ],\n    \"outcomes\": [\n      \"Approve\",\n      \"Reject\"\n    ]\n  }\n}\n"
}
2026-04-21 21:30:22 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_015GEDfMpQJcYedLHgVWswGG | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/recommendation.json
2026-04-21 21:30:31 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Here's a summary of what was done and why each choice was made:

---

### Pattern: **Write-back validation**

The user's description — *"manager can review and approve the data before it is posted"* — is a textbook write-back validation scenario. The automation produces data autonomously, but before it commits that data to an external system, a human must inspect and approve it. Without this checkpoint, incorrect data silently reaches production.

---

### Schema design

| Section | Fields | Rat
2026-04-21 21:30:31 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.1274775, usage={'input_tokens': 8, 'cache_creation_input_tokens': 18840, 'cache_read_input_tokens': 93445, 'output_tokens': 1918, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_tier
2026-04-21 21:30:31 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> c24da932-1fc8-491c-a8b2-55a791a408e9
2026-04-21 21:30:32 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-21 21:30:32 [DEBUG] coder_eval.orchestrator: Agent response received (3665 chars)
2026-04-21 21:30:32 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-21 21:30:32 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-21 21:30:32 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-21 21:30:32 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-21 21:30:32 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-21 21:30:32 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-21 21:30:32 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-21 21:30:32 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-21 21:30:32 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-21_21-02-20/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit