Skill hitl activation data enrichment

Passed

skill-hitl-activation-data-enrichment · run 2026-04-19_12-09-06

Score: 1.00
Duration: 20.3s
Cost: $0.044
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/2026-04-19_12-09-06/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-…

Artifacts

none

task.log

5,049 bytes · click to view

2026-04-19 12:24:50 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-19 12:24:50 [DEBUG] coder_eval.criteria: Validated 13 criterion checkers
2026-04-19 12:24:50 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-19 12:24:50 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-19 12:24:50 [DEBUG] coder_eval.orchestrator: Sending prompt: OCR extracted invoice data from a PDF but several fields are blank —
vendor code, cost center, and P...
2026-04-19 12:24:50 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-19 12:24:55 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': 'be15468e-8f85-4768-9a9f-7b83d708089f', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '8871b2e1-253a-43fa-af51-5f4
2026-04-19 12:24:55 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': 'be15468e-8f85-4768-9a9f-7b83d708089f', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-19 12:24:55 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (init): {'type': 'system', 'subtype': 'init', 'cwd': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-enrichment', 'ses
2026-04-19 12:25:00 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to create 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 c
2026-04-19 12:25:01 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01WGUY1VytWvBqbTv9WpX3bZ | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/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  
2026-04-19 12:25:01 [DEBUG] coder_eval.agents.claude_code_agent: --- RateLimitEvent: RateLimitEvent(rate_limit_info=RateLimitInfo(status='allowed', resets_at=1776643200, rate_limit_type='five_hour', utilization=None, overage_status='allowed', overage_resets_at=1777593600, overage_disa
2026-04-19 12:25:01 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01WGUY1VytWvBqbTv9WpX3bZ | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-enrichment/recommendation.json
2026-04-19 12:25:09 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The `recommendation.json` file has been written. Here's the reasoning behind each choice:

- **`hitl_needed: true`** — The invoice record is incomplete; it cannot be safely posted to the accounting system without the three missing fields.

- **`pattern: "Data Enrichment"`** — The automation has already done its job (OCR extraction), but the resulting record is partial. A human is brought in not to approve or reject a decision, but specifically to supply the missing data so the process can contin
2026-04-19 12:25:09 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.0438393, usage={'input_tokens': 3, 'cache_creation_input_tokens': 6402, 'cache_read_input_tokens': 23076, 'output_tokens': 860, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_tier':
2026-04-19 12:25:09 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> 0b05a8e1-e2c9-480a-a6c5-2e33d2eaeb3a
2026-04-19 12:25:10 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-19 12:25:10 [DEBUG] coder_eval.orchestrator: Agent response received (3052 chars)
2026-04-19 12:25:10 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-19 12:25:10 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-19 12:25:10 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-19 12:25:10 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-19 12:25:10 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-19 12:25:10 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-19 12:25:10 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-19 12:25:10 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-19 12:25:10 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-19_12-09-06/default/skill-hitl-activation-data-enrichment/artifacts/skill-hitl-activation-data-enrichment