{
  "schema": "aibast-manual-build-evidence/1.0",
  "captured_at": "2026-10-07T11:48:31.045477Z",
  "solution": "@aibast-agents-library/resource-utilization",
  "status": "passed",
  "environment": {
    "name": "kodyv8",
    "id": "ee67a404-325c-e726-a18a-886fe708ca0b"
  },
  "manual_agent": {
    "display_name": "Resource Utilization Manual",
    "bot_id": "27326d87-b624-4011-9b95-fffa966386cf",
    "created": true
  },
  "target_model": "Claude Opus 5",
  "model_confirmed": true,
  "manual_components": {
    "global_instructions": {
      "expected": true,
      "confirmed": true
    },
    "web_search_removed": {
      "expected": true,
      "confirmed": true
    },
    "knowledge_files": {
      "expected": 2,
      "confirmed": 2
    },
    "skills": {
      "expected": 8,
      "confirmed": 8
    },
    "tools": {
      "expected": 0,
      "confirmed": 0
    }
  },
  "canonical_preview": [
    {
      "case_id": "RU-01",
      "prompt": "Where are we under target today, and which parts of the workforce are sitting available?",
      "must_include": [
        "Firm utilization",
        "Bench",
        "Utilization by Level"
      ],
      "must_not_include": [
        "pulled from the live PSA"
      ],
      "expected_screenshot": "20-ru-01.jpg",
      "passed": true
    },
    {
      "case_id": "RU-02",
      "prompt": "What capacity is coming free, and how does it line up with the opportunities expected over the next quarter?",
      "must_include": [
        "Upcoming Project Endings",
        "Pipeline Demand",
        "Total roles in pipeline"
      ],
      "must_not_include": [
        "pipeline is guaranteed"
      ],
      "expected_screenshot": "21-ru-02.jpg",
      "passed": true
    },
    {
      "case_id": "RU-03",
      "prompt": "Show me who is on the bench, the skills we are carrying, and the cost exposure we need to address.",
      "must_include": [
        "David Okafor",
        "Robert Garcia",
        "Skill Inventory on Bench"
      ],
      "must_not_include": [
        "revenue has been booked"
      ],
      "expected_screenshot": "22-ru-03.jpg",
      "passed": true
    },
    {
      "case_id": "RU-04",
      "prompt": "Which available consultants fit the strongest pipeline needs, and who still needs another path?",
      "must_include": [
        "Bench-to-Pipeline Matches",
        "Unmatched Bench Resources",
        "Robert Garcia"
      ],
      "must_not_include": [
        "consultants have been assigned"
      ],
      "expected_screenshot": "23-ru-04.jpg",
      "passed": true
    },
    {
      "case_id": "RU-05",
      "prompt": "Give me an upskilling and internal-innovation plan for the people we cannot place directly, including the business case.",
      "must_include": [
        "D365 integration accelerator",
        "Synthetic payback scenario",
        "Innovation and Capability-Building Options"
      ],
      "must_not_include": [
        "leadership approved"
      ],
      "expected_screenshot": "24-ru-05.jpg",
      "passed": true
    },
    {
      "case_id": "RU-06",
      "prompt": "Our board wants utilization up to 85% by next quarter. We have 200 consultants currently at 72% billable. I need an optimization plan that shows how we get there without compromising quality.",
      "must_include": [
        "144 (72%)",
        "$840K",
        "34 of the 56"
      ],
      "must_not_include": [
        "I do not have access",
        "I cannot help"
      ],
      "expected_screenshot": "25-ru-06.jpg",
      "passed": true
    },
    {
      "case_id": "RU-07",
      "prompt": "What is the complete financial impact of this plan by month, quarter, and year?",
      "must_include": [
        "$1.68M",
        "$20.2M",
        "8.5% -> 14.2%"
      ],
      "must_not_include": [
        "I do not have access",
        "I cannot help"
      ],
      "expected_screenshot": "26-ru-07.jpg",
      "passed": true
    },
    {
      "case_id": "RU-08",
      "prompt": "Create a tracking dashboard and summarize what we accomplished.",
      "must_include": [
        "Session Summary",
        "Dashboard Specification",
        "red/yellow/green"
      ],
      "must_not_include": [
        "I do not have access",
        "I cannot help"
      ],
      "expected_screenshot": "27-ru-08.jpg",
      "passed": true
    }
  ],
  "browserfilm": {
    "status": "captured",
    "manifest": "solutions/resource-utilization/screenshots/manual/browserfilm.json",
    "gif": "solutions/resource-utilization/screenshots/manual/manual-build-walkthrough.gif",
    "contact_sheet": "solutions/resource-utilization/screenshots/manual/manual-build-contact-sheet.jpg"
  },
  "publication_gate": {
    "required_state": "Draft",
    "published": false,
    "confirmation_screenshot": "28-confirm-draft.jpg"
  }
}