Skill hitl activation compliance

Passed

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

Score: 1.00
Duration: 61.1s
Cost: $0.137
Final status: SUCCESS
Tool calls: 5

uipath-human-in-the-loopsmoke

Prompt

Automate GDPR data deletion requests. Each request requires documented
sign-off from our data privacy officer before the deletion actually runs —
we need an audit trail for every decision.

Write a recommendation.json file with:
{
  "hitl_needed": true,
  "pattern": "<which business pattern applies>",
  "proposed_schema": {
    "inputs": ["<what the privacy officer will see>"],
    "outputs": ["<what they fill in>"],
    "outcomes": ["<their decision options>"]
  }
}

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 identified compliance/audit patternscore 1

Includes: 1/1 found; Score: 1.00

Command timeline (5)

agent tool calls in order

1.Write/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance…
2.Skilluipath:uipath-human-in-the-loop
3.Read/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-patterns.md
4.Edit/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance…
5.Read/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance…

Artifacts

none

task.log

12,423 bytes · click to view

2026-04-19 12:23:49 [DEBUG] coder_eval.criteria: Criteria already discovered, skipping
2026-04-19 12:23:49 [DEBUG] coder_eval.criteria: Validated 13 criterion checkers
2026-04-19 12:23:49 [INFO] coder_eval.orchestrator: API routing: anthropic_direct
2026-04-19 12:23:49 [INFO] coder_eval.orchestrator: Starting iteration 1/2
2026-04-19 12:23:49 [DEBUG] coder_eval.orchestrator: Sending prompt: Automate GDPR data deletion requests. Each request requires documented
sign-off from our data privac...
2026-04-19 12:23:49 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-19 12:24:03 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': 'edd60132-4e76-424f-a350-dd49b0d00013', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'uuid': '7300af8c-8f32-41ef-9fad-7bd
2026-04-19 12:24:03 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': 'edd60132-4e76-424f-a350-dd49b0d00013', 'hook_name': 'SessionStart:startup', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already i
2026-04-19 12:24:03 [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-compliance/artifacts/skill-hitl-activation-compliance', 'session_id': 
2026-04-19 12:24:08 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking="The user wants me to write a recommendation.json file for automating GDPR data deletion requests with human-in-the-loop (HITL) for data privacy officer sign-off.\n\nLet me anal
2026-04-19 12:24:10 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Write | id=toolu_01W4fqYHwv4KL4C9jB2ZMrk4 | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance/recommendation.json', 'content': '{\n  "hitl_needed": true,\n  "pattern": "approval_gate",\n  "proposed_schema": {\n    "inputs": [\n      "request
2026-04-19 12:24:10 [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 12:24:10 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01W4fqYHwv4KL4C9jB2ZMrk4 | File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance/recommendation.json
2026-04-19 12:24:17 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: Here's the `recommendation.json` file I've written. Here's the reasoning behind each choice:

**Pattern: `approval_gate`**
GDPR deletion is a compliance-critical, irreversible action. An approval gate is the right HITL pattern because it blocks execution entirely until an authorized human explicitly signs off — creating the documented audit trail required by law (GDPR Art. 17 accountability obligations).

**Inputs — what the privacy officer sees:**
- Full subject identity (`name`, `email`, `id`)
2026-04-19 12:24:17 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.043565549999999995, usage={'input_tokens': 3, 'cache_creation_input_tokens': 6351, 'cache_read_input_tokens': 23051, 'output_tokens': 855, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_tier':
2026-04-19 12:24:17 [DEBUG] coder_eval.agents.claude_code_agent: session_id changed: None -> 1e80e7f7-2079-46db-8284-fa266693c272
2026-04-19 12:24:18 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-19 12:24:18 [DEBUG] coder_eval.orchestrator: Agent response received (3152 chars)
2026-04-19 12:24:18 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-19 12:24:18 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-19 12:24:18 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-19 12:24:18 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 0.00
2026-04-19 12:24:18 [INFO] coder_eval.orchestrator: Success criteria: 2/3 passed, weighted score: 0.667
2026-04-19 12:24:18 [DEBUG] coder_eval.orchestrator: Tool calls for iteration 1:
  1. [success] Write /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance/recommendation.json → File created successfully at: /Users/religa/src/coder_eval/runs/2026-04-19_12-09
2026-04-19 12:24:18 [INFO] coder_eval.orchestration.evaluation: Using deterministic feedback from failed criteria
2026-04-19 12:24:18 [INFO] coder_eval.orchestrator: Starting iteration 2/2
2026-04-19 12:24:18 [DEBUG] coder_eval.orchestrator: Sending prompt: The following checks failed:

- Agent identified compliance/audit pattern
  Score: 0.00 (threshold: ...
2026-04-19 12:24:18 [DEBUG] coder_eval.agents.claude_code_agent: Starting agent query stream...
2026-04-19 12:24:22 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_started): {'type': 'system', 'subtype': 'hook_started', 'hook_id': '20559229-a2e7-461b-b48c-8b82c980d493', 'hook_name': 'SessionStart:resume', 'hook_event': 'SessionStart', 'uuid': '70c5c119-48b2-4312-9749-e109
2026-04-19 12:24:22 [DEBUG] coder_eval.agents.claude_code_agent: --- SYSTEM (hook_response): {'type': 'system', 'subtype': 'hook_response', 'hook_id': '20559229-a2e7-461b-b48c-8b82c980d493', 'hook_name': 'SessionStart:resume', 'hook_event': 'SessionStart', 'output': '@uipath/cli is already in
2026-04-19 12:24:22 [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-compliance/artifacts/skill-hitl-activation-compliance', 'session_id': 
2026-04-19 12:24:31 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The check failed because the agent didn\'t identify the compliance/audit pattern. Let me look at what pattern name is expected. The check seems to be looking for a specific str
2026-04-19 12:24:32 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Skill | id=toolu_019HeoUuvBZLaF1QYNfxtJLD | params={'skill': 'uipath:uipath-human-in-the-loop', 'args': 'GDPR data deletion requests requiring data privacy officer sign-off and audit trail. What is the correct HITL pattern name for compliance/audit scenarios?'}
2026-04-19 12:24:32 [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 12:24:32 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_019HeoUuvBZLaF1QYNfxtJLD | Launching skill: uipath:uipath-human-in-the-loop
2026-04-19 12:24:35 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The skill has loaded and I can see the HITL pattern reference. Looking at the proactive HITL recommendation table in Step 2b:\n\n| Signal | Pattern | Why a human checkpoint mat
2026-04-19 12:24:36 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_01GdKfZ5JiZFvGvDdBKm6Etf | params={'file_path': '/Users/religa/src/skills/skills/uipath-human-in-the-loop/references/hitl-patterns.md'}
2026-04-19 12:24:36 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01GdKfZ5JiZFvGvDdBKm6Etf |      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→
2026-04-19 12:24:41 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT BLOCK (ThinkingBlock): ThinkingBlock(thinking='The correct pattern name from the reference guide is `"compliance_and_audit_checkpoint"` or as described in the guide: "Compliance and audit checkpoint". Looking at the section
2026-04-19 12:24:42 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The reference guide confirms the correct pattern name is **`compliance_and_audit_checkpoint`** (from the `### Compliance and audit checkpoint` section, which explicitly lists "GDPR consent flows" and "audit trail" as examples). Let me update the file:
2026-04-19 12:24:43 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Edit | id=toolu_01XnyPXL7xnAmWtjHr2DiB9L | params={'replace_all': False, 'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance/recommendation.json', 'old_string': '  "pattern": "approval_gate",', 'new_string': '  "pattern": "compliance_and_audit_checkp
2026-04-19 12:24:43 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01XnyPXL7xnAmWtjHr2DiB9L | The file /Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance/recommendation.json has been updated successfully.
2026-04-19 12:24:45 [DEBUG] coder_eval.agents.claude_code_agent: >>> TOOL CALL: Read | id=toolu_01WhuFMKibeXfbUmMpYZNm9z | params={'file_path': '/Users/religa/src/coder_eval/runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance/recommendation.json'}
2026-04-19 12:24:45 [DEBUG] coder_eval.agents.claude_code_agent: <<< TOOL RESULT [OK]: id=toolu_01WhuFMKibeXfbUmMpYZNm9z |      1→{
     2→  "hitl_needed": true,
     3→  "pattern": "compliance_and_audit_checkpoint",
     4→  "proposed_schema": {
     5→    "inputs": [
     6→      "request_id",
     7→      "subject_name",
     8→      "subject_email",
     9→      "subject_id",
    10→      "request_received_date",
  
2026-04-19 12:24:49 [DEBUG] coder_eval.agents.claude_code_agent: >>> ASSISTANT: The `recommendation.json` has been updated. The key fix was the `pattern` value:

- **Before:** `"approval_gate"` ❌  
- **After:** `"compliance_and_audit_checkpoint"` ✅

This matches the canonical pattern name from the HITL patterns reference guide (`### Compliance and audit checkpoint`), which explicitly calls out GDPR consent flows and audit trail requirements as primary examples of this pattern. The scenario — a data privacy officer providing mandated, documented sign-off before an irreversib
2026-04-19 12:24:49 [DEBUG] coder_eval.agents.claude_code_agent: <<< RESULT: cost=$0.09299445, usage={'input_tokens': 9, 'cache_creation_input_tokens': 13255, 'cache_read_input_tokens': 83904, 'output_tokens': 1206, 'server_tool_use': {'web_search_requests': 0, 'web_fetch_requests': 0}, 'service_tier
2026-04-19 12:24:50 [DEBUG] coder_eval.agents.claude_code_agent: Agent query stream ended
2026-04-19 12:24:50 [DEBUG] coder_eval.orchestrator: Agent response received (1602 chars)
2026-04-19 12:24:50 [DEBUG] coder_eval.orchestrator: Checking success criteria
2026-04-19 12:24:50 [INFO] coder_eval.evaluation.checker: Criterion 'file_exists' score: 1.00
2026-04-19 12:24:50 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-19 12:24:50 [INFO] coder_eval.evaluation.checker: Criterion 'file_contains' score: 1.00
2026-04-19 12:24:50 [INFO] coder_eval.orchestrator: Success criteria: 3/3 passed, weighted score: 1.000
2026-04-19 12:24:50 [INFO] coder_eval.orchestrator: All success criteria passed!
2026-04-19 12:24:50 [INFO] coder_eval.orchestrator: Running post-run command: python3 $SKILLS_REPO_PATH/tests/tasks/uipath-maestro-flow/_shared/cleanup_solutions.py
2026-04-19 12:24:50 [WARNING] coder_eval.orchestrator: [post_run stderr] cleanup_solutions: no .uipx files under cwd; nothing to do.
2026-04-19 12:24:50 [INFO] coder_eval.orchestrator: Sandbox preserved (in-place): runs/2026-04-19_12-09-06/default/skill-hitl-activation-compliance/artifacts/skill-hitl-activation-compliance