Skill hitl activation data enrichment

Passed

skill-hitl-activation-data-enrichment · run 2026-04-18_14-06-44

Score: 1.00
Duration: 18.6s
Cost: $0.040
Final status: SUCCESS
Tool calls: 1

uipath-human-in-the-loopsmoke

Prompt

OCR extracted invoice data from a PDF but several fields are blank —
vendor code, cost center, and PO number are missing. Route incomplete
records to a human to fill in the missing data before the invoice is
posted to the accounting system.

Write a recommendation.json file with:
{
  "hitl_needed": true,
  "pattern": "<which business pattern applies>",
  "proposed_schema": {
    "inputs": ["<what the human sees — already extracted fields>"],
    "inOuts": ["<fields the human fills in and returns>"],
    "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 used inOuts (not just outputs) for the fill-in fieldsscore 1

Includes: 1/1 found; Score: 1.00

Command timeline (1)

agent tool calls in order

1.Write/Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-…

Artifacts

none

task.log

5,049 bytes · click to view

2026-04-18 14:25:52 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-18 14:25:52 [DEBUG] coder_eval.criteria: Validated 13 criterion checkers
2026-04-18 14:25:52 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-18 14:25:52 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-18 14:25:52 [DEBUG] coder_eval.orchestrator: Sending prompt: OCR extracted invoice data from a PDF but several fields are blank —
vendor code, cost center, and P...
2026-04-18 14:25:52 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-18 14:25:57 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '168aabbb-7a12-4fcf-b86b-2ec92a538d41', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': 'ab919282-ac35-404c-95ea-b36
2026-04-18 14:25:57 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '168aabbb-7a12-4fcf-b86b-2ec92a538d41', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-18 14:25:57 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (init): {'type': 'system', 'subtype': 'init', 'cwd': '/Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-enrichment', 'ses
2026-04-18 14:26:00 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to write a recommendation.json file for a Human-in-the-Loop (HITL) scenario where OCR extracted invoice data but some fields are missing (vendor code, cost ce
2026-04-18 14:26:02 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_014n9Dj5PuuN3uF5rHfgVFDm | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-enrichment/recommendation.json', 'content': '{\n  "hitl_needed": true,\n  "pattern": "Data Enrichment",\n  "proposed_schema": {\n    "inputs": [\n  
2026-04-18 14:26:02 [DEBUG] coder_eval.agents.claude_code_agent: --- RateLimitEvent: RateLimitEvent(rate_limit_info=RateLimitInfo(status='allowed', resets_at=1776564000, rate_limit_type='five_hour', utilization=None, overage_status='allowed', overage_resets_at=1777593600, overage_disa
2026-04-18 14:26:02 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_014n9Dj5PuuN3uF5rHfgVFDm | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-enrichment/recommendation.json
2026-04-18 14:26:10 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The `recommendation.json` file has been written. Here's a breakdown of the decisions:

- **`hitl_needed: true`** — OCR left three mandatory fields blank; the invoice cannot be posted without them, so human intervention is required before processing continues.

- **`pattern: "Data Enrichment"`** — The automation has already extracted what it can from the PDF. A human isn't being asked to *approve or reject* the invoice outright; they are being asked to *supply missing data* so the record becomes 
2026-04-18 14:26:10 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.0403443, usage={'input_tokens': 3, 'cache_creation_input_tokens': 6254, 'cache_read_input_tokens': 23076, 'output_tokens': 664, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_tier':
2026-04-18 14:26:10 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> bb4ef3f0-3e00-4fbe-b71f-0891a3c2bdbb
2026-04-18 14:26:10 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-18 14:26:10 [DEBUG] coder_eval.orchestrator: Agent response received (2642 chars)
2026-04-18 14:26:10 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-18 14:26:10 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-18 14:26:10 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-18 14:26:10 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-18 14:26:10 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-18 14:26:10 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-18 14:26:10 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-18 14:26:10 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-18 14:26:10 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-18_14-06-44/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-enrichment