Skill hitl activation writeback

Passed

skill-hitl-activation-writeback · run 2026-04-17_13-38-59

Score: 1.00
Duration: 163.3s
Cost: $0.338
Final status: SUCCESS
Tool calls: 13

uipath-human-in-the-loopsmoke

Prompt

Build a UiPath Flow where an AI agent reads incomplete SAP purchase orders,
enriches the missing vendor and cost-center fields using company data, and
writes the corrected records back to SAP.

Analyze whether this flow needs any human checkpoints. Write a
recommendation.json file with:
{
  "hitl_needed": true or false,
  "pattern": "<pattern name if applicable>",
  "reason": "<why HITL is or is not needed>",
  "proposed_insertion_point": "<where in the flow>"
}

Success criteria (3)

PASSAgent wrote a recommendation.jsonscore 1

File 'recommendation.json' exists

PASSAgent proactively identified HITL is needed (write-back detection)score 1

Includes: 1/1 found; Score: 1.00

PASSAgent cited write-back or validation as the reasonscore 1

Includes: 1/1 found; Score: 1.00

Command timeline (13)

agent tool calls in order

1.Skilluipath:uipath-human-in-the-loop
2.BashResolve uip binary and check version
3.BashCheck for existing flow/agent files and directory contents
4.BashFind uip binary directly
5.BashList working directory contents
6.BashInitialize UiPath Flow project for SAP PO enrichment
7.BashFind generated flow file
8.Read/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/S…
9.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md
10.Write/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/S…
11.BashValidate the complete SAP PO enrichment flow
12.BashValidate flow without format flag
13.Write/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/r…

Artifacts

task.log

14,553 bytes · click to view

2026-04-17 13:53:59 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-17 13:53:59 [DEBUG] coder_eval.criteria: Validated 13 criterion checkers
2026-04-17 13:53:59 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-17 13:53:59 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-17 13:53:59 [DEBUG] coder_eval.orchestrator: Sending prompt: Build a UiPath Flow where an AI agent reads incomplete SAP purchase orders,
enriches the missing ven...
2026-04-17 13:53:59 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-17 13:54:03 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '064f010a-0bbf-41fc-b9e9-9f7ca5c7e209', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': 'a7c41d2f-39b8-424c-805d-760
2026-04-17 13:54:03 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '064f010a-0bbf-41fc-b9e9-9f7ca5c7e209', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-17 13:54:03 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (init): {'type': 'system', 'subtype': 'init', 'cwd': '/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback', 'session_id': '9
2026-04-17 13:54:08 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to build a UiPath Flow for SAP purchase order enrichment and analyze whether it needs human checkpoints (HITL - Human in the Loop). Let me use the appropriate
2026-04-17 13:54:08 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Skill | id=toolu_01PDjQjRnAvri1YmqYzL15By | params={'skill': 'uipath:uipath-human-in-the-loop'}
2026-04-17 13:54:08 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01PDjQjRnAvri1YmqYzL15By | Launching skill: uipath:uipath-human-in-the-loop
2026-04-17 13:54:08 [DEBUG] coder_eval.agents.claude_code_agent: --- RateLimitEvent: RateLimitEvent(rate_limit_info=RateLimitInfo(status='allowed', resets_at=1776470400, rate_limit_type='five_hour', utilization=None, overage_status='allowed', overage_resets_at=1777593600, overage_disa
2026-04-17 13:54:13 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to:\n1. Build a UiPath Flow where an AI agent reads incomplete SAP purchase orders, enriches missing vendor and cost-center fields using company data, and wri
2026-04-17 13:54:14 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01NBjFZgTDHdMRSMAWjB45Jh | params={'command': 'UIP=$(command -v uip 2>/dev/null || npm root -g 2>/dev/null | sed \'s|/node_modules$||\')/bin/uip && echo "UIP=$UIP" && $UIP --version', 'description': 'Resolve uip binary and check version'}
2026-04-17 13:54:17 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01NBjFZgTDHdMRSMAWjB45Jh | Exit code 127
UIP=/Users/religa/.bun/bin/uip/bin/uip
(eval):1: not a directory: /Users/religa/.bun/bin/uip/bin/uip
2026-04-17 13:54:17 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01DuA4HV2XSNyQu5R61Vky8S | params={'command': 'find /Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback -name "*.flow" -maxdepth 4 | head -5; find /Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts
2026-04-17 13:54:17 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01DuA4HV2XSNyQu5R61Vky8S | <tool_use_error>Cancelled: parallel tool call Bash(UIP=$(command -v uip 2>/dev/null || npm …) errored</tool_use_error>
2026-04-17 13:54:20 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_018ozD67xA38FhsGdeC453r8 | params={'command': 'which uip && uip --version', 'description': 'Find uip binary directly'}
2026-04-17 13:54:21 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_018ozD67xA38FhsGdeC453r8 | /Users/religa/.bun/bin/uip
0.3.1
2026-04-17 13:54:21 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01YD5UAraAJsXVWV6KoerQ5K | params={'command': 'ls /Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback 2>/dev/null || echo "Directory empty or not found"', 'description': 'List working directory contents'}
2026-04-17 13:54:21 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01YD5UAraAJsXVWV6KoerQ5K | (Bash completed with no output)
2026-04-17 13:54:28 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Good, `uip` is available at `/Users/religa/.bun/bin/uip` (version 0.3.1) and the working directory is empty. I need to:\n\n1. Create a UiPath Flow project for the SAP PO enrich
2026-04-17 13:54:29 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Good — `uip` v0.3.1 is available and the working directory is empty. I'll now:
1. Initialize the Flow project
2. Build the SAP PO enrichment flow
3. Apply the HITL analysis (this process has clear write-back + data-enrichment signals)
4. Insert the HITL checkpoint and write `recommendation.json`
2026-04-17 13:54:29 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01Kj3nZ4hXor9PYDYoDqaZXT | params={'command': 'uip flow init SAPPOEnrichment', 'description': 'Initialize UiPath Flow project for SAP PO enrichment'}
2026-04-17 13:54:31 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01Kj3nZ4hXor9PYDYoDqaZXT | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "FlowInit",
  "Data": {
    "Status": "Created successfully",
    "Path": "/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activati
2026-04-17 13:54:33 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01Sbu6WZbDHvfEZcHz3oYbex | params={'command': 'find SAPPOEnrichment -name "*.flow" | head -5', 'description': 'Find generated flow file'}
2026-04-17 13:54:33 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01Sbu6WZbDHvfEZcHz3oYbex | SAPPOEnrichment/SAPPOEnrichment.flow
2026-04-17 13:54:35 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_01Ts3c2xhC4KbnFwLPyF67pv | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/SAPPOEnrichment/SAPPOEnrichment.flow'}
2026-04-17 13:54:35 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01Ts3c2xhC4KbnFwLPyF67pv |      1→{
     2→  "id": "17a90cfd-5314-4aff-b4e8-3d0a8eb82369",
     3→  "version": "1.0.0",
     4→  "name": "SAPPOEnrichment",
     5→  "nodes": [
     6→    {
     7→      "id": "start",
     8→      "type": "core.trigger.manual",
     9→      "typeVersion": "1.0.0",
    10→      "display": {
   
2026-04-17 13:54:35 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_01ToiejYXw9yKQmVq6xJmabK | params={'file_path': '/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md'}
2026-04-17 13:54:35 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01ToiejYXw9yKQmVq6xJmabK |      1→# HITL QuickForm Node — Direct JSON Reference
     2→
     3→The agent writes the `uipath.human-in-the-loop` node directly into the `.flow` file as JSON. No CLI command needed to add the node.
     4→
     5→---
     6→
     7→## Full Node JSON
     8→
     9→```json
    10→{
    11→  "id": "
2026-04-17 13:55:20 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I have a clear picture. Let me build the complete flow with:\n\n1. **Flow nodes:**\n   - `start` (already exists - manual trigger)\n   - `readSAPOrders1` - AI agent reads i
2026-04-17 13:55:22 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now I have everything I need. Let me analyze the HITL signals and build the complete flow.

**HITL signals identified:**
- ✅ **Write-back validation** — AI-enriched data is written directly to SAP (a production financial system)
- ✅ **Data enrichment** — AI fills missing `vendorName` + `costCenter`; errors here = wrong financial records in SAP
- ✅ **Compliance** — Purchase orders have financial and audit-trail implications
2026-04-17 13:56:05 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01KPz5ttdEVQukg9xEgr4xwJ | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/SAPPOEnrichment/SAPPOEnrichment.flow', 'content': '{\n  "id": "17a90cfd-5314-4aff-b4e8-3d0a8eb82369",\n  "version": "1.0.0",\n  "name": "SAPPOEnrichm
2026-04-17 13:56:05 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01KPz5ttdEVQukg9xEgr4xwJ | The file /Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/SAPPOEnrichment/SAPPOEnrichment.flow has been updated successfully.
2026-04-17 13:56:10 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01Svbqd7hDpTJQ42Cdtup849 | params={'command': 'uip flow validate SAPPOEnrichment/SAPPOEnrichment.flow --format json', 'description': 'Validate the complete SAP PO enrichment flow'}
2026-04-17 13:56:11 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01Svbqd7hDpTJQ42Cdtup849 | Exit code 3
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "ValidationError",
  "Message": "error: unknown option '--format'",
  "Instructions": "Check command arguments and options. Use --help for usage information."
}
2026-04-17 13:56:13 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01H9AxodXQRygRWwHvdWvcH3 | params={'command': 'uip flow validate SAPPOEnrichment/SAPPOEnrichment.flow 2>&1', 'description': 'Validate flow without format flag'}
2026-04-17 13:56:15 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01H9AxodXQRygRWwHvdWvcH3 | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "FlowValidate",
  "Data": {
    "File": "/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/SAPPOEnrichment/SAPPO
2026-04-17 13:56:22 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="The flow is valid! The warnings are just about missing definition entries for the `uipath.scripts.javascript` and `core.event.end` node types in the flow's `definitions` array 
2026-04-17 13:56:22 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: ✅ Flow is **Valid** — the 6 warnings are only about missing definition entries for `uipath.scripts.javascript` and `core.event.end` (runtime-resolved types; not errors). The HITL node, edges, and schema are all correct.

Now let me write the `recommendation.json`:
2026-04-17 13:56:30 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01GYM5sCAQN6tfGyn7PqXRSm | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/recommendation.json', 'content': '{\n  "hitl_needed": true,\n  "pattern": "write-back validation + data enrichment",\n  "reason": "Two overlapping HI
2026-04-17 13:56:30 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01GYM5sCAQN6tfGyn7PqXRSm | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback/recommendation.json
2026-04-17 13:56:41 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: All done. Here's a summary of everything that was built and the HITL analysis:

---

## What was built

**Flow file:** `SAPPOEnrichment/SAPPOEnrichment.flow` ✅ Valid

```
[Manual Trigger]
      │
      ▼
[Read Incomplete SAP POs]          ← fetches POs where vendor/costCenter is null
      │
      ▼
[AI Enrichment Agent]              ← LLM + company master data fills in suggestions
      │
      ▼
[⚠️  HITL: Review AI-Enriched PO]  ← human validates / corrects before any SAP write
      │
   ┌──
2026-04-17 13:56:41 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.3383226, usage={'input_tokens': 13, 'cache_creation_input_tokens': 26292, 'cache_read_input_tokens': 243312, 'output_tokens': 11113, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_t
2026-04-17 13:56:41 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> 9371fb26-e7d4-40d6-8e3c-e816e200883c
2026-04-17 13:56:42 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-17 13:56:42 [DEBUG] coder_eval.orchestrator: Agent response received (4901 chars)
2026-04-17 13:56:42 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-17 13:56:42 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-17 13:56:42 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-17 13:56:42 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-17 13:56:42 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-17 13:56:42 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-17 13:56:42 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-17 13:56:42 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-17 13:56:42 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-17_13-38-59/default/skill-hitl-activation-writeback/artifacts/skill-hitl-activation-writeback