ORGANISM

{
    "kind": "develop_capability",
    "rationale": "Develop capability 'environment_capabilities' to address: environment_capabilities",
    "expected_result": "registered capability with manifest",
    "payload": {
        "name": "environment_capabilities",
        "description": "environment_capabilities"
    },
    "dimensions": {
        "impact": 0.7,
        "relevance": 0.8,
        "confidence": 0.4,
        "strategic": 0.7,
        "cost": 0.6,
        "risk": 0.4,
        "opportunity_cost": 0.3
    },
    "confidence": 0.75,
    "score": 2.1778,
    "llm_refinement": {
        "kind": "research_question",
        "rationale": "The objective is to bootstrap and establish baseline environment knowledge before running the cycle. The inspect step comes first in the inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate pipeline, so gathering baseline facts about the Laravel app, database config, and available tooling is the correct first action before developing the environment_capabilities capability.",
        "expected_result": "A baseline profile of the environment (framework, DB=sqlite, CLI tooling, existing capabilities) that enables the subsequent develop_capability action to be grounded in verified facts.",
        "confidence": 0.75
    }
}

{
    "kind": "integrate_candidate",
    "rationale": "Promote environment_capabilities v16 after accepted experiment.",
    "expected_result": "active capability version",
    "payload": {
        "capability_version_id": 16
    },
    "dimensions": {
        "impact": 0.9,
        "relevance": 0.9,
        "confidence": 0.8,
        "strategic": 0.8,
        "cost": 0.2,
        "risk": 0.3,
        "opportunity_cost": 0.2
    },
    "confidence": 0.8,
    "score": 43.2
}

{
    "kind": "evaluate_candidate",
    "rationale": "Evaluate experiment 'exp_zn6yhgbl' against its acceptance criteria.",
    "expected_result": "conclusion for d4cd40cc-6077-4afc-b4c7-15f7109a5870",
    "payload": {
        "experiment_id": 16
    },
    "dimensions": {
        "impact": 0.8,
        "relevance": 0.9,
        "confidence": 0.9,
        "strategic": 0.6,
        "cost": 0.1,
        "risk": 0.1,
        "opportunity_cost": 0.1
    },
    "confidence": 0.7,
    "score": 388.8,
    "llm_refinement": {
        "kind": "evaluate_candidate",
        "rationale": "An experiment 'exp_zn6yhgbl' already exists, so evaluating it against its acceptance criteria is the next step to complete and verify the inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate cycle end to end, satisfying the operational_developmental_cycle outcome within the sqlite_only/no-external-side-effects constraints.",
        "expected_result": "Experiment exp_zn6yhgbl is scored against acceptance criteria, yielding an accept/reject decision and closing the verification loop of the developmental cycle.",
        "confidence": 0.7
    }
}

{
    "kind": "run_experiment",
    "rationale": "Test hypothesis: Capability 'environment_capabilities' improves progress toward: Bootstrap Organism capability",
    "expected_result": "experiment conclusion",
    "payload": {
        "hypothesis_id": 16
    },
    "dimensions": {
        "impact": 0.85,
        "relevance": 0.85,
        "confidence": 0.82,
        "strategic": 0.7,
        "cost": 0.3,
        "risk": 0.2,
        "opportunity_cost": 0.2
    },
    "confidence": 0.78,
    "score": 34.5596,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "The bootstrap objective requires reliable baseline knowledge of the local environment before the inspect-propose-develop-experiment-evaluate-integrate cycle can be exercised. 'environment_capabilities' is the missing prerequisite capability, so developing it is the best next step before testing its impact.",
        "expected_result": "A sqlite-only environment_capabilities capability that gathers and exposes baseline environment knowledge and supports the end-to-end developmental cycle without external side effects.",
        "confidence": 0.78
    }
}

{
    "kind": "integrate_candidate",
    "rationale": "Promote environment_capabilities v15 after accepted experiment.",
    "expected_result": "active capability version",
    "payload": {
        "capability_version_id": 15
    },
    "dimensions": {
        "impact": 0.9,
        "relevance": 0.9,
        "confidence": 0.8,
        "strategic": 0.8,
        "cost": 0.2,
        "risk": 0.3,
        "opportunity_cost": 0.2
    },
    "confidence": 0.82,
    "score": 43.2,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "The objective is to bootstrap the organism and verify the full inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate cycle. Integration is explicitly gated on an accepted experiment, which has not occurred yet; developing the environment_capabilities capability is the earliest actionable step in the cycle and establishes the baseline needed for subsequent experiment/evaluation.",
        "expected_result": "A new environment_capabilities capability exists in the organism's capability set, enabling baseline environment knowledge to be captured and later evaluated and promoted through the cycle.",
        "confidence": 0.82
    }
}

{
    "kind": "evaluate_candidate",
    "rationale": "Evaluate experiment 'exp_jbtg4r98' against its acceptance criteria.",
    "expected_result": "conclusion for e3384b0b-c7af-4ec2-9a0a-d255c006e616",
    "payload": {
        "experiment_id": 15
    },
    "dimensions": {
        "impact": 0.8,
        "relevance": 0.9,
        "confidence": 0.9,
        "strategic": 0.6,
        "cost": 0.1,
        "risk": 0.1,
        "opportunity_cost": 0.1
    },
    "confidence": 0.7,
    "score": 388.8,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "The objective is to bootstrap baseline knowledge about the environment before verifying the full cycle. Developing 'environment_capabilities' establishes the foundational capability needed by later stages; evaluating 'exp_jbtg4r98' would be premature without first knowing what the environment supports.",
        "expected_result": "A developed 'environment_capabilities' capability encoding baseline facts about the environment (PHP/Composer/Laravel stack, sqlite constraints), enabling subsequent inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate steps.",
        "confidence": 0.7
    }
}

{
    "kind": "run_experiment",
    "rationale": "Test hypothesis: Capability 'environment_capabilities' improves progress toward: Bootstrap Organism capability",
    "expected_result": "experiment conclusion",
    "payload": {
        "hypothesis_id": 15
    },
    "dimensions": {
        "impact": 0.85,
        "relevance": 0.85,
        "confidence": 0.7,
        "strategic": 0.7,
        "cost": 0.3,
        "risk": 0.2,
        "opportunity_cost": 0.2
    },
    "confidence": 0.78,
    "score": 29.5021,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "The objective requires baseline environment knowledge and an end-to-end cycle, but no 'environment_capabilities' capability has been established yet. Developing that capability is the earliest actionable step before testing hypotheses or evaluating candidates.",
        "expected_result": "A baseline capability for inspecting environment capabilities within sqlite-only, no-external-side-effects constraints, enabling the inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate cycle to be verified.",
        "confidence": 0.78
    }
}

{
    "kind": "integrate_candidate",
    "rationale": "Promote environment_capabilities v14 after accepted experiment.",
    "expected_result": "active capability version",
    "payload": {
        "capability_version_id": 14
    },
    "dimensions": {
        "impact": 0.9,
        "relevance": 0.9,
        "confidence": 0.8,
        "strategic": 0.8,
        "cost": 0.2,
        "risk": 0.3,
        "opportunity_cost": 0.2
    },
    "confidence": 0.86,
    "score": 43.2,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "The cycle has not yet produced an accepted experiment or evaluated candidate, so integration would be premature. Developing environment_capabilities creates the baseline capability needed to inspect the environment, propose changes, and exercise the remaining stages safely.",
        "expected_result": "A baseline capability is implemented and ready for experiment and evaluation without external side effects.",
        "confidence": 0.86
    }
}

{
    "kind": "evaluate_candidate",
    "rationale": "Evaluate experiment 'exp_vvejvo2b' against its acceptance criteria.",
    "expected_result": "conclusion for 0b768eb2-a5a7-4285-ac51-cb24371bca3e",
    "payload": {
        "experiment_id": 14
    },
    "dimensions": {
        "impact": 0.8,
        "relevance": 0.9,
        "confidence": 0.9,
        "strategic": 0.6,
        "cost": 0.1,
        "risk": 0.1,
        "opportunity_cost": 0.1
    },
    "confidence": 0.78,
    "score": 388.8,
    "llm_refinement": {
        "kind": "evaluate_candidate",
        "rationale": "An experiment already exists, so the next missing step in the inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate cycle is to score it against acceptance criteria before integration.",
        "expected_result": "Experiment exp_vvejvo2b is evaluated against its acceptance criteria, producing a clear accept/reject signal for integration.",
        "confidence": 0.78
    }
}

{
    "kind": "run_experiment",
    "rationale": "Test hypothesis: Capability 'environment_capabilities' improves progress toward: Bootstrap Organism capability",
    "expected_result": "experiment conclusion",
    "payload": {
        "hypothesis_id": 14
    },
    "dimensions": {
        "impact": 0.85,
        "relevance": 0.85,
        "confidence": 0.86,
        "strategic": 0.7,
        "cost": 0.3,
        "risk": 0.2,
        "opportunity_cost": 0.2
    },
    "confidence": 0.68,
    "score": 36.2454,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "Bootstrap requires baseline environment knowledge before testing the full cycle; developing 'environment_capabilities' is the prerequisite capability that enables inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate verification without external side effects.",
        "expected_result": "A local capability/module that inventories environment facts relevant to the Laravel app and sqlite-only constraints, ready for subsequent run_experiment validation.",
        "confidence": 0.68
    }
}