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Skill hitl e2e ai escalation brownfield

Passed
skill-hitl-e2e-ai-escalation-brownfield · run 2026-04-19_12-09-06
Score
1.00
Duration
275.7s
Cost
$0.521
Final status
SUCCESS
Tool calls
15
uipath-human-in-the-loope2ebrown-fieldescalationai-agent

Prompt

I have an existing complaint classification flow. First, create it by
writing to ComplaintTriage/ComplaintTriage/ComplaintTriage.flow:

{
  "nodes": [
    {"id": "trigger1", "type": "core.trigger.manual", "label": "New Complaint", "position": {"x": 100, "y": 200}},
    {"id": "aiClassify", "type": "core.action.script", "label": "AI Classifier", "position": {"x": 300, "y": 200}, "inputs": {"script": "// AI classifies complaint; sets confidence"}},
    {"id": "routeHigh", "type": "core.action.script", "label": "Route High Priority", "position": {"x": 500, "y": 100}, "inputs": {"script": "console.log('routing high priority');"}},
    {"id": "routeLow", "type": "core.action.script", "label": "Route Standard", "position": {"x": 500, "y": 300}, "inputs": {"script": "console.log('routing standard');"}}
  ],
  "edges": [
    {"id": "e1", "source": "trigger1", "target": "aiClassify", "sourcePort": "output", "targetPort": "input"},
    {"id": "e2", "source": "aiClassify", "target": "routeHigh", "sourcePort": "output", "targetPort": "input"},
    {"id": "e3", "source": "aiClassify", "target": "routeLow", "sourcePort": "output", "targetPort": "input"}
  ],
  "variables": [],
  "definitions": []
}

When the AI classifier confidence is below 80%, a human reviewer must
make the final routing decision before the complaint is acted on.
Insert a HITL node in the appropriate place, wire it, and validate.

Save results to report.json:
{
  "hitl_node_id": "<id>",
  "inserted_position": "<description of where in the flow>",
  "handles_wired": ["<list>"],
  "validation_passed": true
}

Success criteria (4)

PASSHITL node is present in the flow filescore 1
Includes: 1/1 found; Score: 1.00
PASSCompleted handle is wired in the flow filescore 1
Includes: 1/1 found; Score: 1.00
PASSAgent validated the flowscore 1
Matched 1/1 required commands (filters: tool_name=Bash, pattern=/uip\s+flow\s+validate.*--format\s+json/)
Examples: ['/Users/religa/.bun/bin/uip flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow --format json 2>&1']
PASSreport.json confirms validation passedscore 1
Assertions: 1/1 passed; Score: 1.00

Command timeline (15)

agent tool calls in order
  1. 1.Skilluipath:uipath-human-in-the-loop
  2. 2.BashResolve uip binary and check version
  3. 3.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md
  4. 4.BashCreate the ComplaintTriage directory structure
  5. 5.Write/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…
  6. 6.Write/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…
  7. 7.BashValidate the updated flow file with HITL node
  8. 8.BashValidate the flow without --format flag
  9. 9.Write/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…
  10. 10.BashValidate updated flow with consistent edge format and array variables
  11. 11.BashCheck uip flow validate help for expected format
  12. 12.BashInit a sample flow to inspect the expected file schema
  13. 13.Write/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…
  14. 14.BashValidate the properly structured flow file
  15. 15.Write/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalat…

Artifacts

task.log

19,090 bytes · click to view
2026-04-19 12:30:11 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-19 12:30:11 [DEBUG] coder_eval.criteria: Validated 13 criterion checkers
2026-04-19 12:30:11 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-19 12:30:11 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-19 12:30:11 [DEBUG] coder_eval.orchestrator: Sending prompt: I have an existing complaint classification flow. First, create it by
writing to ComplaintTriage/Com...
2026-04-19 12:30:11 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-19 12:30:24 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '9125863c-ba7b-4a9a-a301-3715c6e47ad7', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '22491a08-ce3b-4987-89ce-4ec
2026-04-19 12:30:24 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '9125863c-ba7b-4a9a-a301-3715c6e47ad7', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-19 12:30:24 [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-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield', 
2026-04-19 12:30:27 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The user wants me to:\n1. Create a flow file at ComplaintTriage/ComplaintTriage/ComplaintTriage.flow\n2. Insert a HITL (Human-in-the-Loop) node when AI classifier confidence is
2026-04-19 12:30:27 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Skill | id=toolu_0198DmjHuVPvg6qYhfqatxMM | params={'skill': 'uipath:uipath-human-in-the-loop'}
2026-04-19 12:30:27 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_0198DmjHuVPvg6qYhfqatxMM | Launching skill: uipath:uipath-human-in-the-loop
2026-04-19 12:30:27 [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 12:30:31 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Let me follow the skill instructions step by step.\n\nFirst, I need to:\n1. Create the flow file at ComplaintTriage/ComplaintTriage/ComplaintTriage.flow\n2. Read the reference 
2026-04-19 12:30:32 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: I'll follow the skill steps. Let me start by resolving the `uip` binary and reading the reference docs in parallel.
2026-04-19 12:30:33 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01VefaMda58if7rHdPbVC3oP | params={'command': 'UIP=$(command -v uip 2>/dev/null || echo "$(npm root -g 2>/dev/null | sed \'s|/node_modules$||\')/bin/uip"); echo "UIP=$UIP"; $UIP --version 2>&1 || uip --version 2>&1', 'description': 'Resolve uip binary and check version'}
2026-04-19 12:30:34 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_01N2BPvT6gPnomfdAaHs6jHs | params={'file_path': '/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-node-quickform.md'}
2026-04-19 12:30:35 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01VefaMda58if7rHdPbVC3oP | UIP=/Users/religa/.bun/bin/uip
0.3.1
2026-04-19 12:30:35 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01N2BPvT6gPnomfdAaHs6jHs |      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": "
2026-04-19 12:31:43 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='I have the uip binary at `/Users/religa/.bun/bin/uip` version 0.3.1. Now let me:\n\n1. Create the directory structure for the flow file\n2. Write the initial flow file\n3. Desi
2026-04-19 12:31:43 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Good. `uip` is at `/Users/religa/.bun/bin/uip` (v0.3.1). Now let me create the directory structure and write the initial flow file.
2026-04-19 12:31:43 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01PBSKYntio26qvYTyF9EiKv | params={'command': 'mkdir -p ComplaintTriage/ComplaintTriage && echo "Directory created"', 'description': 'Create the ComplaintTriage directory structure'}
2026-04-19 12:31:43 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01PBSKYntio26qvYTyF9EiKv | Directory created
2026-04-19 12:31:50 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01VBJXkLRFi3xTPiY1SVp9rG | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow', 'content': '{\n  "nodes": [\n    {"id": "trigger1", "type": "core.trigger.manu
2026-04-19 12:31:50 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01VBJXkLRFi3xTPiY1SVp9rG | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow
2026-04-19 12:32:02 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Now I need to redesign the flow. Let me plan what the final flow should look like:\n\n**Context**: When AI classifier confidence < 80%, a human reviewer must make the routing d
2026-04-19 12:32:04 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The initial flow is written. Now I'll design and insert the HITL node. Based on the business context:

- **Schema inputs**: `complaintText`, `confidenceScore` (what the AI saw and its <80% score)  
- **Schema outputs**: `reviewerNotes` (optional notes from reviewer)  
- **Outcomes**: `Route High Priority` (primary) → `completed` → `routeHigh`; `Route Standard` (secondary) → `cancelled` handle → `routeLow`; `timeout` → new `end1` node

**Rewiring plan**: Remove edges e2/e3 (aiClassify→routes), in
2026-04-19 12:32:29 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01U3BCHxEiWxGcbQKixkTssN | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow', 'content': '{\n  "nodes": [\n    {\n      "id": "trigger1",\n      "type": "co
2026-04-19 12:32:29 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01U3BCHxEiWxGcbQKixkTssN | The file /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow has been updated successfully.
2026-04-19 12:32:30 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now validate the flow:
2026-04-19 12:32:32 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01JgBF81NVKLc3q1dEvvvoFc | params={'command': '/Users/religa/.bun/bin/uip flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow --format json 2>&1', 'description': 'Validate the updated flow file with HITL node'}
2026-04-19 12:32:33 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01JgBF81NVKLc3q1dEvvvoFc | 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."
}
2026-04-19 12:32:35 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01PoHXPsMZTBV17FgyAjXJk1 | params={'command': '/Users/religa/.bun/bin/uip flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow 2>&1', 'description': 'Validate the flow without --format flag'}
2026-04-19 12:32:36 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01PoHXPsMZTBV17FgyAjXJk1 | Exit code 1
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Failure",
  "Message": "Validation failed for /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/Complain
2026-04-19 12:32:46 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The validation failed with "Invalid input: expected string, received undefined". This is likely because the edges have a mixed format - some use `source`/`target` (e.g., e1) an
2026-04-19 12:32:46 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Schema validation error. The edge format is inconsistent (e1 uses `source`/`target`, others use `sourceNodeId`/`targetNodeId`) and `variables` format needs to be an array. Let me fix both:
2026-04-19 12:33:11 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01FL23FTcnNSucgJFTsUeC3a | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow', 'content': '{\n  "nodes": [\n    {\n      "id": "trigger1",\n      "type": "co
2026-04-19 12:33:11 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01FL23FTcnNSucgJFTsUeC3a | The file /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow has been updated successfully.
2026-04-19 12:33:14 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01FatUcrLDMuHiXxCWBGatE7 | params={'command': '/Users/religa/.bun/bin/uip flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow 2>&1', 'description': 'Validate updated flow with consistent edge format and array variables'}
2026-04-19 12:33:15 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [ERROR]: id=toolu_01FatUcrLDMuHiXxCWBGatE7 | Exit code 1
Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Failure",
  "Message": "Validation failed for /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/Complain
2026-04-19 12:33:17 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Still the same error. Let me check the flow validate help to understand what format it expects.', signature='EpwCClsIDBgCKkD5w2fXbKqTRW2+Mql99JnRcedXkS21xOIhAPBWzgPy+Oyuj70GYrI
2026-04-19 12:33:18 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01EmpsmDkgyofVQNzr6UEoTA | params={'command': '/Users/religa/.bun/bin/uip flow validate --help 2>&1', 'description': 'Check uip flow validate help for expected format'}
2026-04-19 12:33:19 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01EmpsmDkgyofVQNzr6UEoTA | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "Help",
  "Data": {
    "Command": "validate",
    "Description": "Validate a .flow file against the Flow schema",
    "Usage": "uip flow validate [options] <flowFile>",
    "Arguments": [
      {
 
2026-04-19 12:33:32 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='Let me check the flow schema to understand what\'s required. Let me look at what the CLI expects for the flow file format. The error is "expected string, received undefined" wh
2026-04-19 12:33:32 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01LsGhKLFLZmUi4jgyrbd5aw | params={'command': 'cd /tmp && /Users/religa/.bun/bin/uip flow init TestFlow 2>&1 && cat TestFlow/flow_files/TestFlow.flow 2>/dev/null || find TestFlow -name "*.flow" -exec cat {} \\; 2>&1', 'description': 'Init a sample flow to inspect the expected file schema'}
2026-04-19 12:33:34 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01LsGhKLFLZmUi4jgyrbd5aw | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Failure",
  "Message": "Failed to create flow project",
  "Instructions": "Directory \"TestFlow\" already exists and is not empty. Use --force to overwrite."
}
{
  "id": "0adcf9f5-6173-41e7-b159-ae9b1647aa98",
  "versi
2026-04-19 12:33:51 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="Now I can see the expected format. Key differences:\n\n1. The flow file has a top-level `id`, `version`, `name` fields\n2. Nodes use `display.label` (not top-level `label`)\n3.
2026-04-19 12:33:51 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Now I can see the exact format. The flow needs: top-level `id`/`version`/`name`, nodes use `display.label` and `ui.position`, `variables` is an object, and there's a `bindings` array + `metadata`. Let me rewrite properly:
2026-04-19 12:34:23 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01CkcHkPP2HQKNgGxiJZAB7h | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow', 'content': '{\n  "id": "b1c2d3e4-f5a6-7890-abcd-ef1234567890",\n  "version": "
2026-04-19 12:34:23 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01CkcHkPP2HQKNgGxiJZAB7h | The file /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/ComplaintTriage/ComplaintTriage/ComplaintTriage.flow has been updated successfully.
2026-04-19 12:34:26 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Bash | id=toolu_01Xhx6vSioFQ6SGLMogHNYTV | params={'command': '/Users/religa/.bun/bin/uip flow validate ComplaintTriage/ComplaintTriage/ComplaintTriage.flow 2>&1', 'description': 'Validate the properly structured flow file'}
2026-04-19 12:34:27 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01Xhx6vSioFQ6SGLMogHNYTV | Tool factory already registered for project type 'Flow', skipping.
{
  "Result": "Success",
  "Code": "FlowValidate",
  "Data": {
    "File": "/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/Compl
2026-04-19 12:34:33 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The validation passed with `"Status": "Valid"`. The warnings are just saying that the script and end node types don\'t have definitions in the flow file (because we only includ
2026-04-19 12:34:33 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: ✅ **Validation passed** — `"Status": "Valid"`. The 4 warnings are just missing definitions for the pre-existing `core.action.script` and `core.event.end` node types (not errors). Now let me write the report:
2026-04-19 12:34:37 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01KG6L9b23cPU9Jz16ZjyyMN | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/report.json', 'content': '{\n  "hitl_node_id": "humanReview1",\n  "inserted_position": "Between aiClassify (AI Classifier) and the ro
2026-04-19 12:34:37 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01KG6L9b23cPU9Jz16ZjyyMN | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield/report.json
2026-04-19 12:34:45 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Here's a summary of everything that was done:

---

## ✅ HITL Node Inserted and Validated

### What was created
- **`ComplaintTriage/ComplaintTriage/ComplaintTriage.flow`** — the brownfield flow, then updated with the HITL node
- **`report.json`** — results summary

### HITL Node: `humanReview1` — *"Human Review — Low Confidence"*

**Inserted between** `aiClassify` (AI Classifier) and the two routing nodes. The original direct edges from `aiClassify` → `routeHigh` and `aiClassify` → `routeLow` w
2026-04-19 12:34:45 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.52118775, usage={'input_tokens': 17, 'cache_creation_input_tokens': 38887, 'cache_read_input_tokens': 425735, 'output_tokens': 16506, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_t
2026-04-19 12:34:45 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> bfb61c97-9881-4dee-aa41-f73d191cc4ee
2026-04-19 12:34:46 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-19 12:34:46 [DEBUG] coder_eval.orchestrator: Agent response received (4644 chars)
2026-04-19 12:34:46 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-19 12:34:46 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-19 12:34:46 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-19 12:34:46 [INFO] coder_eval.evaluation.checker: Criterion 'command_executed' score: 1.00
2026-04-19 12:34:46 [INFO] coder_eval.evaluation.checker: Criterion 'json_check' score: 1.00
2026-04-19 12:34:46 [INFO] coder_eval.orchestrator: Success criteria: 4/4 passed, weighted score: 1.000
2026-04-19 12:34:46 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-19 12:34:46 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-19 12:34:46 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-19 12:34:46 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-19_12-09-06/default/skill-hitl-e2e-ai-escalation-brownfield/artifacts/skill-hitl-e2e-ai-escalation-brownfield