Skill hitl activation explicit
Passedskill-hitl-activation-explicit · run 2026-04-18_14-06-44
- Score
- 1.00
- Duration
- 46.7s
- Cost
- $0.110
- Final status
- SUCCESS
- Tool calls
- 6
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 (6)
agent tool calls in order
- 1.Skilluipath:uipath-human-in-the-loop
- 2.BashFind .flow files and list directory contents
- 3.BashList directory with details
- 4.BashFind all files in artifacts directory
- 5.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-patterns.md
- 6.Write/Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/rec…
Artifacts
none
task.log
9,284 bytes · click to view
2026-04-18 14:13:38 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-18 14:13:38 [DEBUG] coder_eval.criteria: Validated 13 criterion checkers
2026-04-18 14:13:38 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-18 14:13:38 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-18 14:13:38 [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...
2026-04-18 14:13:38 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-18 14:13:42 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': 'd60e7740-bea0-47e7-99fa-723453a961ad', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '799d460c-7b1b-4b68-901b-9aa
2026-04-18 14:13:42 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': 'd60e7740-bea0-47e7-99fa-723453a961ad', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-18 14:13:42 [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-explicit/artifacts/skill-hitl-activation-explicit', 'session_id': 'f12
2026-04-18 14:13:44 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to add a Human-in-the-Loop node to a UiPath Flow before the final data write step. Let me first explore the current directory to understand the flow structure
2026-04-18 14:13:44 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Skill | id=toolu_015r9Jd8pDSBqvHHuKsaNEDd | params={'skill': 'uipath:uipath-human-in-the-loop'}
2026-04-18 14:13:45 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_015r9Jd8pDSBqvHHuKsaNEDd | Launching skill: uipath:uipath-human-in-the-loop
2026-04-18 14:13:45 [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 14:13:46 [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 find the .flow file.', signature='EqYCClsIDBgCKkBpOsUal3PLa8tx9W6csZwSU2e+Q1Fo797kGZjnpj8V9
2026-04-18 14:13:49 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01YEpYbDumRkJgzPWKn3JXqE | params={'command': 'find /Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit -name "*.flow" -maxdepth 4 | head -5 && ls /Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/sk
2026-04-18 14:13:49 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01YEpYbDumRkJgzPWKn3JXqE | (Bash completed with no output)
2026-04-18 14:13:51 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_014FKf4iVwWAAF2wt8dFbz9B | params={'command': 'ls -la /Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/ 2>&1 || echo "Directory empty or not found"', 'description': 'List directory with details'}
2026-04-18 14:13:51 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_014FKf4iVwWAAF2wt8dFbz9B | total 0
drwxr-xr-x 3 religa staff 96 Apr 18 14:13 .
drwxr-xr-x 3 religa staff 96 Apr 18 14:13 ..
drwxr-xr-x 7 religa staff 224 Apr 18 14:13 .venv
2026-04-18 14:13:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The directory is mostly empty with just a `.venv` folder. There\'s no `.flow` file present. Since the user says "I have a UiPath Flow", I need to look more broadly or understan
2026-04-18 14:13:59 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01KByg5hcXdNG9PtrvhRxCKd | params={'command': 'find /Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/ -type f 2>&1 | head -20', 'description': 'Find all files in artifacts directory'}
2026-04-18 14:14:00 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01KByg5hcXdNG9PtrvhRxCKd | /Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/.venv/bin/activate.bat
/Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/.venv/bin
2026-04-18 14:14:00 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_01EWJLjReHXJ7qW7wpVWG4LY | params={'file_path': '/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-patterns.md'}
2026-04-18 14:14:00 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01EWJLjReHXJ7qW7wpVWG4LY | 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→
2026-04-18 14:14:10 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I understand the context. The directory doesn\'t have a `.flow` file yet - it only has a `.venv` directory. The user asked me to:\n1. Add a HITL node before the final data
2026-04-18 14:14:11 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The working directory contains no `.flow` file yet — only a `.venv` folder. The business description ("a manager can review and approve the data **before it is posted**") is a clear **write-back validation** pattern. I'll write the `recommendation.json` now.
2026-04-18 14:14:14 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01JsGxZYYLc2CVJX9W4HyqsP | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/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 "rec
2026-04-18 14:14:14 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01JsGxZYYLc2CVJX9W4HyqsP | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit/recommendation.json
2026-04-18 14:14:23 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: `recommendation.json` has been written. Here's a summary of the decisions made:
---
### Pattern: **Write-back validation**
The phrase *"before it is posted"* is the canonical signal for this pattern. An automation is about to write to an external system of record, and a human must confirm the proposed change before the write executes. The HITL node would be inserted **immediately before the final write/post activity** in the flow.
---
### Schema rationale
| Field | Kind | Why |
|---|---|--
2026-04-18 14:14:23 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.11001045000000002, usage={'input_tokens': 8, 'cache_creation_input_tokens': 12963, 'cache_read_input_tokens': 97634, 'output_tokens': 2139, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_tier
2026-04-18 14:14:23 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> f126d755-44d2-40d8-83cb-da169dfc4acb
2026-04-18 14:14:24 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-18 14:14:24 [DEBUG] coder_eval.orchestrator: Agent response received (3505 chars)
2026-04-18 14:14:24 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-18 14:14:24 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-18 14:14:24 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-18 14:14:24 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-18 14:14:24 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-18 14:14:24 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-18 14:14:24 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-18 14:14:24 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-18 14:14:24 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-18_14-06-44/default/skill-hitl-activation-explicit/artifacts/skill-hitl-activation-explicit