Skill hitl smoke approval gate

Passed

skill-hitl-smoke-approval-gate · run 2026-04-22_20-39-58

Score: 1.00
Duration: 30.0s
Cost: $0.076
Final status: SUCCESS
Tool calls: 2

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 or false>,
  "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 (2)

agent tool calls in order

1.Skilluipath:uipath-human-in-the-loop
2.Write/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-smoke-approval-gate/00/artifacts/skill-hitl-smoke-approval-gate/…

Artifacts

none

task.log

6,380 bytes · click to view

2026-04-22 21:19:53 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-22 21:19:53 [DEBUG] coder_eval.criteria: Validated 16 criterion checkers
2026-04-22 21:19:53 [INFO] coder_eval.orchestrator: API routing: aws_bedrock
2026-04-22 21:19:54 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-22 21:19:54 [DEBUG] coder_eval.orchestrator: Sending prompt: Build a UiPath Flow that extracts expense report data and emails it to
finance — but a manager must ...
2026-04-22 21:19:54 [DEBUG] coder_eval.agents.claude_code_agent: [coder] Starting agent query stream...
2026-04-22 21:19:59 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '8800217c-1681-446b-bf4b-a914cc0acbec', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '8ebf4f6f-6bb6-4540-abce-9e5
2026-04-22 21:19:59 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '595c0d07-6e0a-46f2-a73b-59f41d168545', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '18f694e0-22e0-436f-8488-750
2026-04-22 21:19:59 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '595c0d07-6e0a-46f2-a73b-59f41d168545', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '', 'stdout': '', 'stderr
2026-04-22 21:19:59 [DEBUG] coder_eval.agents.claude_code_agent: [coder] --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '8800217c-1681-446b-bf4b-a914cc0acbec', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-22 21:19:59 [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-smoke-approval-gate/00/artifacts/skill-hitl-smoke-approval-gate', 'session_id': '
2026-04-22 21:20:02 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Skill | id=toolu_bdrk_01Ko95vAC4mwCLFSHqhy8GUw | params={
  "skill": "uipath:uipath-human-in-the-loop"
}
2026-04-22 21:20:02 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01Ko95vAC4mwCLFSHqhy8GUw | Launching skill: uipath:uipath-human-in-the-loop
2026-04-22 21:20:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> 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. But a manager must approve each expense report before the email is 
2026-04-22 21:20:12 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: The business description contains a clear **approval gate** signal: *"a manager must approve each expense report before the email is sent."* HITL is explicitly required. I'll write the `recommendation.json` now.
2026-04-22 21:20:14 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> TOOL CALL: Write | id=toolu_bdrk_01RywMQQauWCZSe9xuymkfXy | params={
  "file_path": "/Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-smoke-approval-gate/00/artifacts/skill-hitl-smoke-approval-gate/recommendation.json",
  "content": "{\n  \"hitl_needed\": true,\n  \"pattern\": \"approval-gate\",\n  \"proposed_schema\": {\n    \"inputs\": [\n      \"employee_name\",\n      \"department\",\n      \"report_date\",\n      \"total_amount\",\n      \"expense_items\"\n    ],\n    \"outputs\": [\n      \"manager_comments\"\n    ],\n    \"outcomes\": [\n      \"Approve\",\n      \"Reject\"\n    ]\n  }\n}\n"
}
2026-04-22 21:20:14 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< TOOL RESULT [OK]: id=toolu_bdrk_01RywMQQauWCZSe9xuymkfXy | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-22_20-39-58/default/skill-hitl-smoke-approval-gate/00/artifacts/skill-hitl-smoke-approval-gate/recommendation.json
2026-04-22 21:20:23 [DEBUG] coder_eval.agents.claude_code_agent: [coder] >>> ASSISTANT: Here's a summary of the recommendation:

---

### HITL Recommendation

**`hitl_needed`: `true`**

The description explicitly states *"a manager must approve each expense report before the email is sent"* — this is a textbook **approval-gate** pattern. Without a human checkpoint, the automation would blindly email every expense report to finance regardless of correctness or policy compliance.

**Pattern: `approval-gate`**
A named business actor (the manager) must review and explicitly accept or r
2026-04-22 21:20:23 [DEBUG] coder_eval.agents.claude_code_agent: [coder] <<< RESULT: cost=$0.07637865, usage={'input_tokens': 5, 'cache_creation_input_tokens': 10465, 'cache_read_input_tokens': 68133, 'output_tokens': 1112, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_tier
2026-04-22 21:20:23 [DEBUG] coder_eval.agents.claude_code_agent: [coder] session_id changed: None -> bea88163-86db-424d-803c-f08186c67b52
2026-04-22 21:20:23 [DEBUG] coder_eval.agents.claude_code_agent: [coder] Agent query stream ended
2026-04-22 21:20:23 [DEBUG] coder_eval.orchestrator: Agent response received (3306 chars)
2026-04-22 21:20:23 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-22 21:20:23 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-22 21:20:23 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-22 21:20:23 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-22 21:20:23 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-22 21:20:23 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-22 21:20:23 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-22 21:20:23 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-22 21:20:23 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-22_20-39-58/default/skill-hitl-smoke-approval-gate/00/artifacts/skill-hitl-smoke-approval-gate