{
  "scope": "fixed_validation_format_probe",
  "status": "running",
  "diagnostic_only": true,
  "promotion_eligible": false,
  "capability_receipt": false,
  "protocol": {
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      "transformation": "select original fixed validation IDs; keep only id and question; discard every answer before probing",
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    "algorithm_commit": "701f45007be75cf6153f98812ef94e087c94a8f0",
    "source_sha256": {
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      "near/experiment.py": "197e3fefad06f1f0e54533b608c5d717e57d0b6a919a105f88eee79447d94399",
      "state_opd/environment.py": "0e9564f9ec540985eb010b1e70f46938acc1bd946041b518d6579253762080e1",
      "skilldreamer/gallery.json": "9ff5e28de7d2eb7b3581ef01bbee66b0d201a543033bde6a2aa66da37f687970"
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    "probe_source": {
      "commit": "5c07ef42bbb008e7adc3fc03fd5e85695c2bcc86",
      "sha256": "49df52769e253ab5c453cfc121d48e9f0dd8d91ec44eb9d2a50b0b0b53516a45",
      "immutable_root_bound": true
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    "gold_present": false,
    "scorer_present": false,
    "evaluation_ids_used": false,
    "capability_receipt": false,
    "budget": {
      "seed": 42,
      "max_new_tokens": 256,
      "action_budget": 8,
      "top_k": 3,
      "question_limit": 8,
      "calls_limit_per_episode": 30,
      "calls_limit_total": 240,
      "total_wall_limit_seconds": 600
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  "episodes": [
    {
      "failure": "model did not produce a valid capability/action JSON object",
      "psg_completed": false,
      "hsr_executed": false,
      "loaded_skills": [],
      "capability_checks": [],
      "executed_actions": 0,
      "id": "13",
      "model_calls_including_psg": 1,
      "generated_tokens_including_psg": 208
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    {
      "submitted_answer": null,
      "executed_actions": 8,
      "loaded_skills": [
        "scheduling"
      ],
      "capability_checks": [
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the ship in the first hundred years.",
            "EVIDENCE": "The total number of people eaten over three hundred years is 847. Each subsequent ship has twice as many people as the previous one.",
            "CAPABILITY": "scheduling",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the ship in the first hundred years.",
            "EVIDENCE": "The monster consumes people over 300 years, doubling the ship size each century, and a total of 847 people have been eaten.",
            "CAPABILITY": "scheduling",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the first ship",
            "EVIDENCE": "Over three hundred years, it has consumed 847 people. Each new ship has twice as many people as the last ship.",
            "CAPABILITY": "scheduling",
            "DECISION": "PARTIAL_MATCH",
            "NEXT": "assess_capability(\"scheduling\") {\"skill_id\":\"scheduling\",\"tool\":\"assess_capability\",\"arguments\":{\"capability\":\"scheduling\"}}"
          }
        },
        {
          "executed_actions": 2,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the first ship",
            "EVIDENCE": "Over three hundred years, the monster has consumed 847 people. Each new ship has twice as many people as the last ship.",
            "CAPABILITY": "scheduling",
            "DECISION": "PARTIAL_MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 3,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the first ship",
            "EVIDENCE": "The total number of people eaten over three hundred years is 847. Each subsequent ship has twice as many people as the previous one.",
            "CAPABILITY": "scheduling",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 4,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the first ship",
            "EVIDENCE": "Over three hundred years, the monster has consumed 847 people. Each new ship has twice as many people as the last ship.",
            "CAPABILITY": "scheduling",
            "DECISION": "PARTIAL_MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 5,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the first ship",
            "EVIDENCE": "Over three hundred years, 847 people have been consumed. Each new ship has twice as many people as the last.",
            "CAPABILITY": "scheduling",
            "DECISION": "PARTIAL_MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 6,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the ship in the first hundred years",
            "EVIDENCE": "Over three hundred years, the monster has consumed 847 people. Each new ship has twice as many people as the last ship.",
            "CAPABILITY": "scheduling",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 7,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Determine the number of people on the first ship",
            "EVIDENCE": "The monster consumes people from ships built larger over time, with each new ship having twice as many people as the last. Over three hundred years, it has consumed 847 people.",
            "CAPABILITY": "scheduling",
            "DECISION": "PARTIAL_MATCH",
            "NEXT": "calculator"
          }
        }
      ],
      "generation_errors": 13,
      "tool_errors": 7,
      "model_calls": 22,
      "observations": [
        "Calculator ready; no reference answer is available.",
        "Skill loaded: scheduling; reread the procedure before selecting the next action.",
        "Calculator error: SyntaxError",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid action schema. Use calculator or finish with the specified JSON arguments.",
        "Calculator result: 121",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator error: SyntaxError",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator error: ValueError",
        "Calculator error: SyntaxError",
        "Calculator error: SyntaxError",
        "Calculator error: SyntaxError"
      ],
      "psg_completed": true,
      "hsr_executed": true,
      "pseudo_count": 5,
      "anchors": [
        "deep-sea monster rises every hundred years",
        "ship feast",
        "847 people consumed",
        "ships built larger over time",
        "each new ship has twice as many people as the last ship"
      ],
      "retrieved_skills": [
        "scheduling",
        "money",
        "inventory"
      ],
      "id": "1",
      "model_calls_including_psg": 28,
      "generated_tokens_including_psg": 3198
    },
    {
      "submitted_answer": null,
      "executed_actions": 8,
      "loaded_skills": [
        "rates"
      ],
      "capability_checks": [
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the hourly wage at the second job.",
            "EVIDENCE": "James earns 20% less at his second job than his main job.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"20 * (1 - 0.2)\"}}"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate James's earnings from both jobs.",
            "EVIDENCE": "James earns $20/hour at his main job and 20% less at his second job. He works 30 hours at his main job and 15 hours at his second job.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate earnings from the second job",
            "EVIDENCE": "James earns 20% less at his second job and works half as many hours as his main job",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "load_skill"
          }
        },
        {
          "executed_actions": 2,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the hourly wage for the second job",
            "EVIDENCE": "James earns 20% less at his second job",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"20*(1-0.2)\"}}"
          }
        },
        {
          "executed_actions": 3,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the hourly wage for the second job",
            "EVIDENCE": "James earns 20% less at his second job than at his main job",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"20 * (1 - 0.2)\"}}"
          }
        },
        {
          "executed_actions": 4,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the hourly wage at the second job",
            "EVIDENCE": "James earns 20% less at his second job",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"20*(1-0.2)\"}}"
          }
        },
        {
          "executed_actions": 5,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate James's total weekly earnings.",
            "EVIDENCE": "James earns $20/hour at his main job and 20% less at his second job. He works 30 hours at his main job and half that much (15 hours) at his second job.",
            "CAPABILITY": "rates, money",
            "DECISION": "MATCH",
            "NEXT": "calculate_second_job_earnings"
          }
        },
        {
          "executed_actions": 6,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the hourly wage at the second job",
            "EVIDENCE": "James earns 20% less at his second job than his main job",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"20 * (1 - 0.2)\"}}"
          }
        },
        {
          "executed_actions": 7,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate earnings from the second job",
            "EVIDENCE": "James earns 20% less at his second job; he works half as many hours there.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"20 * (1 - 0.2) * 15\"}}"
          }
        }
      ],
      "generation_errors": 2,
      "tool_errors": 1,
      "model_calls": 11,
      "observations": [
        "Calculator ready; no reference answer is available.",
        "Skill loaded: rates; reread the procedure before selecting the next action.",
        "Calculator result: 840",
        "Invalid action schema. Use calculator or finish with the specified JSON arguments.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 16",
        "Calculator result: 16",
        "Calculator result: 16",
        "Calculator result: 240",
        "Calculator result: 16",
        "Calculator result: 240"
      ],
      "psg_completed": true,
      "hsr_executed": true,
      "pseudo_count": 5,
      "anchors": [
        "hourly wage",
        "percentage reduction",
        "total weekly earnings",
        "work hours at main job",
        "work hours at second job"
      ],
      "retrieved_skills": [
        "money",
        "rates",
        "scheduling"
      ],
      "id": "4",
      "model_calls_including_psg": 17,
      "generated_tokens_including_psg": 2321
    },
    {
      "submitted_answer": null,
      "executed_actions": 8,
      "loaded_skills": [
        "arithmetic"
      ],
      "capability_checks": [
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the total number of milk cans Jennifer bought.",
            "EVIDENCE": "Jennifer bought 6 additional cans for every 5 cans Mark bought, and Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"arithmetic\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(50/5)*6 + 40\"}}"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the total number of milk cans Jennifer brought home.",
            "EVIDENCE": "Jennifer bought 6 additional cans for every 5 cans Mark bought. Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "call_calculator"
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Determine how many additional cans Jennifer bought based on Mark's purchase.",
            "EVIDENCE": "Jennifer bought 6 additional cans for every 5 cans Mark bought, and Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"arithmetic\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(6/5)*50\"}}"
          }
        },
        {
          "executed_actions": 2,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total number of cans Jennifer bought.",
            "EVIDENCE": "Jennifer bought 6 additional cans for every 5 cans Mark bought. Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 3,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total number of cans Jennifer bought",
            "EVIDENCE": "Jennifer bought 40 cans initially and 6 additional cans for every 5 cans Mark bought. Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 4,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total number of cans Jennifer bought",
            "EVIDENCE": "Jennifer bought 40 cans initially and 6 additional cans for every 5 cans Mark bought. Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 5,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the total number of milk cans Jennifer bought.",
            "EVIDENCE": "Jennifer initially bought 40 cans and bought 6 additional cans for every 5 cans Mark bought. Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "Calculate the additional cans Jennifer bought based on Mark's purchase and add them to her initial purchase."
          }
        },
        {
          "executed_actions": 6,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total number of cans Jennifer bought.",
            "EVIDENCE": "Jennifer bought 40 cans initially and 6 additional cans for every 5 cans Mark bought. Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 7,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total number of cans Jennifer bought.",
            "EVIDENCE": "Jennifer initially bought 40 cans and bought 6 additional cans for every 5 cans Mark bought. Mark purchased 50 cans.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        }
      ],
      "generation_errors": 12,
      "tool_errors": 0,
      "model_calls": 21,
      "observations": [
        "Calculator ready; no reference answer is available.",
        "Skill loaded: arithmetic; reread the procedure before selecting the next action.",
        "Calculator result: 100",
        "Calculator result: 60",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 100",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 100",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 100",
        "Calculator result: 100",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 100",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 100"
      ],
      "psg_completed": true,
      "hsr_executed": true,
      "pseudo_count": 5,
      "anchors": [
        "Jennifer purchased 40 cans of milk",
        "Mark purchased 50 cans",
        "Jennifer bought 6 additional cans for every 5 cans Mark bought",
        "total number of cans Jennifer brought home"
      ],
      "retrieved_skills": [
        "arithmetic",
        "money",
        "scheduling"
      ],
      "id": "6",
      "model_calls_including_psg": 27,
      "generated_tokens_including_psg": 2932
    },
    {
      "submitted_answer": null,
      "executed_actions": 8,
      "loaded_skills": [
        "money",
        "arithmetic"
      ],
      "capability_checks": [
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate total earnings from selling cookies and cupcakes.",
            "EVIDENCE": "Hannah sold 40 cookies at $0.8 each and 30 cupcakes at $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate total revenue from cookie and cupcake sales.",
            "EVIDENCE": "Hannah sold 40 pieces of cookies for $0.8 each and 30 cupcakes for $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total revenue from cookie and cupcake sales",
            "EVIDENCE": "Sold 40 cookies at $0.8 each and 30 cupcakes at $2 each",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"arithmetic\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(40*0.8)+(30*2)\"}}"
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total earnings from cookie and cupcake sales.",
            "EVIDENCE": "Hannah sold 40 pieces of cookies for $0.8 each and 30 cupcakes for $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"money\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"40*0.8 + 30*2\"}}"
          }
        },
        {
          "executed_actions": 2,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total money earned from selling cookies and cupcakes.",
            "EVIDENCE": "Sold 40 cookies at $0.8 each and 30 cupcakes at $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"money\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(40*0.8)+(30*2)\"}}"
          }
        },
        {
          "executed_actions": 3,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total earnings from selling cookies and cupcakes.",
            "EVIDENCE": "Sold 40 cookies at $0.8 each and 30 cupcakes at $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "calculate_total_earnings"
          }
        },
        {
          "executed_actions": 4,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total revenue from cookie and cupcake sales.",
            "EVIDENCE": "Sold 40 cookies at $0.8 each and 30 cupcakes at $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"money\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(40*0.8) + (30*2)\"}}"
          }
        },
        {
          "executed_actions": 5,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the total money earned from selling cookies and cupcakes.",
            "EVIDENCE": "Hannah sold 40 pieces of cookies for $0.8 each and 30 cupcakes for $2 each. She used the money to buy 2 sets of measuring spoons for $6.5 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 6,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total earnings from selling cookies and cupcakes.",
            "EVIDENCE": "Sold 40 cookies at $0.8 each and 30 cupcakes at $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"money\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(40 * 0.8) + (30 * 2)\"}}"
          }
        },
        {
          "executed_actions": 7,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total money earned from selling cookies and cupcakes.",
            "EVIDENCE": "Hannah sold 40 pieces of cookies for $0.8 each and 30 cupcakes for $2 each.",
            "CAPABILITY": "money",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"money\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"40*0.8+30*2\"}}"
          }
        }
      ],
      "generation_errors": 3,
      "tool_errors": 0,
      "model_calls": 13,
      "observations": [
        "Calculator ready; no reference answer is available.",
        "Skill loaded: money; reread the procedure before selecting the next action.",
        "Calculator result: 92",
        "Skill loaded: arithmetic; reread the procedure before selecting the next action.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 92",
        "Calculator result: 92",
        "Calculator result: 92",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 92",
        "Calculator result: 92",
        "Calculator result: 92",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 92"
      ],
      "psg_completed": true,
      "hsr_executed": true,
      "pseudo_count": 5,
      "anchors": [
        "total revenue from cookies",
        "total revenue from cupcakes",
        "cost of one set of measuring spoons",
        "number of measuring spoon sets purchased",
        "total money spent on measuring spoons",
        "total earnings from sales",
        "money left after purchases"
      ],
      "retrieved_skills": [
        "money",
        "inventory",
        "arithmetic"
      ],
      "id": "23",
      "model_calls_including_psg": 19,
      "generated_tokens_including_psg": 2481
    },
    {
      "submitted_answer": null,
      "executed_actions": 8,
      "loaded_skills": [
        "rates"
      ],
      "capability_checks": [
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the total miles Mira jogs in five days.",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours each morning.",
            "CAPABILITY": "Rates and proportions",
            "DECISION": "MATCH",
            "NEXT": "calculate_distance"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate total miles Mira jogs in five days",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours every morning",
            "CAPABILITY": "Rates and proportions",
            "DECISION": "MATCH",
            "NEXT": "calculate_distance"
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total distance jogged over five days",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours each day",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"5 * 2 * 5\"}}"
          }
        },
        {
          "executed_actions": 2,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total miles jogged over five days",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours daily",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"5 * 2 * 5\"}}"
          }
        },
        {
          "executed_actions": 3,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total distance Mira jogs over five days.",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours daily.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculate_distance_per_day"
          }
        },
        {
          "executed_actions": 4,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total miles jogged over five days",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours each morning",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"5 * 2 * 5\"}}"
          }
        },
        {
          "executed_actions": 5,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate total miles jogged over five days",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours daily",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 6,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total distance jogged over five days",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours each day",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"5 * 2 * 5\"}}"
          }
        },
        {
          "executed_actions": 7,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total miles jogged over five days",
            "EVIDENCE": "Mira jogs 5 miles per hour for 2 hours each morning",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"5*2*5\"}}"
          }
        }
      ],
      "generation_errors": 1,
      "tool_errors": 0,
      "model_calls": 10,
      "observations": [
        "Calculator ready; no reference answer is available.",
        "Skill loaded: rates; reread the procedure before selecting the next action.",
        "Calculator result: 50",
        "Calculator result: 50",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 50",
        "Calculator result: 10",
        "Calculator result: 50",
        "Calculator result: 50",
        "Calculator result: 50",
        "Calculator result: 50"
      ],
      "psg_completed": true,
      "hsr_executed": true,
      "pseudo_count": 5,
      "anchors": [
        "jogging speed",
        "duration of jogging",
        "number of days",
        "total distance"
      ],
      "retrieved_skills": [
        "scheduling",
        "arithmetic",
        "rates"
      ],
      "id": "21",
      "model_calls_including_psg": 16,
      "generated_tokens_including_psg": 2167
    },
    {
      "submitted_answer": null,
      "executed_actions": 8,
      "loaded_skills": [
        "money",
        "arithmetic"
      ],
      "capability_checks": [
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the total savings from buying 3 gallons of milk and 5 boxes of cereal.",
            "EVIDENCE": "A gallon of milk normally costs $3 but is now $2, so each gallon saves $1. Each box of cereal saves $1.",
            "CAPABILITY": "money, arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_savings"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate savings from milk discounts",
            "EVIDENCE": "A gallon of milk costs $3 normally but is now $2, saving $1 per gallon. 3 gallons will save 3 * $1.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the savings from buying 3 gallons of milk and 5 boxes of cereal.",
            "EVIDENCE": "The price of milk has decreased from $3 to $2, and cereal is discounted by $1 per box.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "Calculate the savings for milk and cereal separately and then sum them up."
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total savings from buying 3 gallons of milk and 5 boxes of cereal.",
            "EVIDENCE": "A gallon of milk is discounted by $1 and a box of cereal by $1.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"arithmetic\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(3 * 1) + (5 * 1)\"}}"
          }
        },
        {
          "executed_actions": 2,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate savings from milk discounts",
            "EVIDENCE": "3 gallons of whole milk sold at $2 each",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"arithmetic\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"3 * (3 - 2)\"}}"
          }
        },
        {
          "executed_actions": 3,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total savings from milk and cereal discounts.",
            "EVIDENCE": "A gallon of whole milk discount is $1, a box of cereal discount is $1. 3 gallons of milk and 5 boxes of cereal are bought.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_milk_savings"
          }
        },
        {
          "executed_actions": 4,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total savings from buying 3 gallons of milk and 5 boxes of cereal.",
            "EVIDENCE": "A gallon of milk saves $1 (from $3 to $2), and a box of cereal saves $1.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_milk_savings"
          }
        },
        {
          "executed_actions": 5,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate total savings from milk and cereal discounts",
            "EVIDENCE": "3 gallons of milk at $1 discount each, 5 boxes of cereal at $1 discount each",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_milk_savings"
          }
        },
        {
          "executed_actions": 6,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total savings from buying 3 gallons of milk and 5 boxes of cereal.",
            "EVIDENCE": "A gallon of milk saves $1 ($3 - $2), and a box of cereal saves $1.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_milk_savings"
          }
        },
        {
          "executed_actions": 7,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate total savings from buying 3 gallons of milk and 5 boxes of cereal.",
            "EVIDENCE": "A gallon of milk saves $1 (from $3 to $2), a box of cereal saves $1, need to calculate for 3 gallons and 5 boxes.",
            "CAPABILITY": "arithmetic",
            "DECISION": "MATCH",
            "NEXT": "calculate_milk_savings"
          }
        }
      ],
      "generation_errors": 9,
      "tool_errors": 0,
      "model_calls": 19,
      "observations": [
        "Calculator ready; no reference answer is available.",
        "Skill loaded: money; reread the procedure before selecting the next action.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Skill loaded: arithmetic; reread the procedure before selecting the next action.",
        "Calculator result: 8",
        "Calculator result: 8",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 3",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 3",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 3",
        "Calculator result: 3",
        "Calculator result: 3",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 3"
      ],
      "psg_completed": true,
      "hsr_executed": true,
      "pseudo_count": 5,
      "anchors": [
        "gallon of whole milk",
        "cost $3",
        "now sold at $2",
        "box of cereal",
        "sold at a discount of $1",
        "buy 3 gallons of whole milk and 5 boxes of cereal"
      ],
      "retrieved_skills": [
        "money",
        "arithmetic",
        "rates"
      ],
      "id": "14",
      "model_calls_including_psg": 25,
      "generated_tokens_including_psg": 3257
    },
    {
      "submitted_answer": null,
      "executed_actions": 8,
      "loaded_skills": [
        "rates"
      ],
      "capability_checks": [
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the percentage of germs left after using both sanitizer sprays.",
            "EVIDENCE": "The first spray kills 50% of germs, the second kills 25%, and they share 5% in common.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculate_expression"
          }
        },
        {
          "executed_actions": 0,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the total percentage of germs killed when both sprays are used together.",
            "EVIDENCE": "One spray kills 50% of germs and the other kills 25%. However, 5% of the germs are killed by both sprays.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        },
        {
          "executed_actions": 1,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total percentage of germs killed by both sprays together",
            "EVIDENCE": "Calculator result: 0.7",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(0.5 + 0.25 - 0.05) * 100\"}}"
          }
        },
        {
          "executed_actions": 2,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total percentage of germs killed by both sprays.",
            "EVIDENCE": "Calculator result: 0.7",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "{\"skill_id\":\"rates\",\"tool\":\"calculator\",\"arguments\":{\"expression\":\"(0.5 + 0.25 - 0.05) * 100\"}}"
          }
        },
        {
          "executed_actions": 3,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total percentage of germs killed by both sprays together",
            "EVIDENCE": "The first spray kills 50% of germs, the second kills 25%, and there's an overlap of 5%",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 4,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the total percentage of germs killed by both sprays.",
            "EVIDENCE": "The first spray kills 50% of germs, the second kills 25%, and there is an overlap of 5%.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        },
        {
          "executed_actions": 5,
          "periodic_checkpoint": true,
          "assessment": {
            "SUBGOAL": "Calculate the percentage of germs left after using both sanitizer sprays together.",
            "EVIDENCE": "Calculator results: 0.35625, 0.35625",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        },
        {
          "executed_actions": 6,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the percentage of germs left after using both sanitizer sprays",
            "EVIDENCE": "The first spray kills 50% of germs, the second kills 25%, and they share 5% of kills.",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculator"
          }
        },
        {
          "executed_actions": 7,
          "periodic_checkpoint": false,
          "assessment": {
            "SUBGOAL": "Calculate the percentage of germs left after using both sanitizer sprays",
            "EVIDENCE": "50% + 25% - 5%",
            "CAPABILITY": "rates",
            "DECISION": "MATCH",
            "NEXT": "calculate"
          }
        }
      ],
      "generation_errors": 12,
      "tool_errors": 0,
      "model_calls": 21,
      "observations": [
        "Calculator ready; no reference answer is available.",
        "Skill loaded: rates; reread the procedure before selecting the next action.",
        "Calculator result: 0.7",
        "Calculator result: 70",
        "Calculator result: 70",
        "Calculator result: 0.35625",
        "Calculator result: 0.35625",
        "Calculator result: 0.3875",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 0.35625",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Invalid JSON/capability assessment; no tool was executed. Follow the complete schema.",
        "Calculator result: 0.7"
      ],
      "psg_completed": true,
      "hsr_executed": true,
      "pseudo_count": 4,
      "anchors": [
        "germ killing efficiency of sprays",
        "combined germ reduction",
        "overlapping germs killed",
        "final germ percentage remaining"
      ],
      "retrieved_skills": [
        "rates",
        "money",
        "inventory"
      ],
      "id": "15",
      "model_calls_including_psg": 26,
      "generated_tokens_including_psg": 2805
    }
  ],
  "embedding_batches": [
    {
      "id": "1",
      "texts": 11,
      "shape": [
        11,
        384
      ]
    },
    {
      "id": "4",
      "texts": 11,
      "shape": [
        11,
        384
      ]
    },
    {
      "id": "6",
      "texts": 11,
      "shape": [
        11,
        384
      ]
    },
    {
      "id": "23",
      "texts": 11,
      "shape": [
        11,
        384
      ]
    },
    {
      "id": "21",
      "texts": 11,
      "shape": [
        11,
        384
      ]
    },
    {
      "id": "14",
      "texts": 11,
      "shape": [
        11,
        384
      ]
    },
    {
      "id": "15",
      "texts": 10,
      "shape": [
        10,
        384
      ]
    }
  ],
  "trace": "seed42.trace.jsonl",
  "wall_seconds": 400.55254316329956
}
