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": 0.85,
    "score": 2.1778,
    "llm_refinement": {
        "kind": "research_question",
        "rationale": "The objective is to bootstrap the Organism cycle and establish baseline environment knowledge before developing capabilities. Inspecting the existing codebase (Laravel app, tooling, tests, DB config) is the prerequisite step that informs all later cycle stages.",
        "expected_result": "A baseline map of the environment: framework versions, available tooling, existing capabilities/tests, and confirmation that sqlite_only and no_external_side_effects constraints are satisfiable.",
        "confidence": 0.85
    }
}

{
    "kind": "integrate_candidate",
    "rationale": "Promote environment_capabilities v4 after accepted experiment.",
    "expected_result": "active capability version",
    "payload": {
        "capability_version_id": 4
    },
    "dimensions": {
        "impact": 0.9,
        "relevance": 0.9,
        "confidence": 0.8,
        "strategic": 0.8,
        "cost": 0.2,
        "risk": 0.3,
        "opportunity_cost": 0.2
    },
    "confidence": 0.78,
    "score": 43.2,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "The bootstrap objective needs a concrete first capability to exercise the inspect-propose-develop-experiment-evaluate-integrate cycle; there is no accepted experiment yet, so integration is premature.",
        "expected_result": "environment_capabilities is developed enough to support baseline inspection and experimentation under sqlite-only/no-external-side-effects constraints.",
        "confidence": 0.78
    }
}

{
    "kind": "evaluate_candidate",
    "rationale": "Evaluate experiment 'exp_ue1uw7kj' against its acceptance criteria.",
    "expected_result": "conclusion for 0c1c1ae0-8f6f-4bb4-add4-a803efa9fea9",
    "payload": {
        "experiment_id": 4
    },
    "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 (exp_ue1uw7kj) already exists, which means the inspect\u2192propose\u2192develop\u2192experiment stages have produced artifacts. Evaluating it against acceptance criteria is the next step in the inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate cycle and keeps progress on the desired operational_developmental_cycle outcome under the sqlite_only/no_external_side_effects constraints.",
        "expected_result": "A structured evaluation of exp_ue1uw7kj against its acceptance criteria, determining whether it can proceed to integrate_candidate or needs another iteration.",
        "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": 4
    },
    "dimensions": {
        "impact": 0.85,
        "relevance": 0.85,
        "confidence": 0.78,
        "strategic": 0.7,
        "cost": 0.3,
        "risk": 0.2,
        "opportunity_cost": 0.2
    },
    "confidence": 0.85,
    "score": 32.8737,
    "llm_refinement": {
        "kind": "research_question",
        "rationale": "The objective is to establish baseline knowledge and verify the full cycle end to end. No baseline understanding of the environment exists yet, so the correct next step is inspection/research (inspect phase) rather than developing a capability or running an experiment whose hypothesis cannot yet be grounded.",
        "expected_result": "A documented baseline of the environment (tooling, codebase structure, existing capabilities) that enables a grounded develop_capability or run_experiment action in the next cycle step.",
        "confidence": 0.85
    }
}

{
    "kind": "integrate_candidate",
    "rationale": "Promote environment_capabilities v3 after accepted experiment.",
    "expected_result": "active capability version",
    "payload": {
        "capability_version_id": 3
    },
    "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 requires bootstrapping baseline knowledge and verifying the full cycle end to end; no experiment has been accepted yet, so promoting a candidate to integrated would skip required stages. Developing 'environment_capabilities' is the earliest viable step that produces a testable artifact for the subsequent experiment/evaluate stages.",
        "expected_result": "A baseline 'environment_capabilities' capability (environment inventory, toolchain check, sqlite-only constraints) is drafted and ready to be exercised by a run_experiment step within the no_external_side_effects constraint.",
        "confidence": 0.82
    }
}

{
    "kind": "evaluate_candidate",
    "rationale": "Evaluate experiment 'exp_uc6lp4uk' against its acceptance criteria.",
    "expected_result": "conclusion for ec179d56-9149-40ac-9fff-963b82a88933",
    "payload": {
        "experiment_id": 3
    },
    "dimensions": {
        "impact": 0.8,
        "relevance": 0.9,
        "confidence": 0.9,
        "strategic": 0.6,
        "cost": 0.1,
        "risk": 0.1,
        "opportunity_cost": 0.1
    },
    "confidence": 0.74,
    "score": 388.8,
    "llm_refinement": {
        "kind": "evaluate_candidate",
        "rationale": "An experiment already exists ('exp_uc6lp4uk'), so evaluating it against acceptance criteria is the next required step to verify the experiment\u2192evaluate portion of the inspect\u2192propose\u2192develop\u2192experiment\u2192evaluate\u2192integrate cycle before integration.",
        "expected_result": "A clear accept/reject or conditional verdict for exp_uc6lp4uk, including whether it satisfies the operational_developmental_cycle outcome under sqlite_only/no_external_side_effects constraints.",
        "confidence": 0.74
    }
}

{
    "kind": "run_experiment",
    "rationale": "Test hypothesis: Capability 'environment_capabilities' improves progress toward: Bootstrap Organism capability",
    "expected_result": "experiment conclusion",
    "payload": {
        "hypothesis_id": 3
    },
    "dimensions": {
        "impact": 0.85,
        "relevance": 0.85,
        "confidence": 0.78,
        "strategic": 0.7,
        "cost": 0.3,
        "risk": 0.2,
        "opportunity_cost": 0.2
    },
    "confidence": 0.7,
    "score": 32.8737,
    "llm_refinement": {
        "kind": "research_question",
        "rationale": "The objective requires establishing baseline knowledge about the environment before any capability can be developed or tested. No candidate exists yet for 'environment_capabilities', so developing or experimenting with it prematurely would violate the inspect stage of the cycle. A research question to catalog available tools, runtimes, and resources is the correct first step to ground the capability definition and keep actions free of external side effects.",
        "expected_result": "A structured baseline of the environment's capabilities (PHP/Composer/Laravel versions, available extensions, sqlite availability, filesystem/network constraints) that can be turned into a concrete capability definition and experiment hypothesis.",
        "confidence": 0.7
    }
}

{
    "kind": "integrate_candidate",
    "rationale": "Promote environment_capabilities v2 after accepted experiment.",
    "expected_result": "active capability version",
    "payload": {
        "capability_version_id": 2
    },
    "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 desired outcome requires establishing baseline environment knowledge, and integration is premature because no experiment has been run or candidate accepted.",
        "expected_result": "Develop environment_capabilities so the inspect-to-propose-to-develop-to-experiment-to-evaluate-to-integrate cycle can be exercised end to end.",
        "confidence": 0.86
    }
}

{
    "kind": "evaluate_candidate",
    "rationale": "Evaluate experiment 'exp_9gon2laa' against its acceptance criteria.",
    "expected_result": "conclusion for 5aa32e80-d75a-44a4-bb23-814c8e77d6b1",
    "payload": {
        "experiment_id": 2
    },
    "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": "develop_capability",
        "rationale": "The objective is to bootstrap baseline environment knowledge and establish an operational cycle. There is no indication that experiment exp_9gon2laa has produced results or acceptance evidence to evaluate, so developing the environment_capabilities capability is the safest next step. It directly supports the desired outcome while respecting the no_external_side_effects and sqlite_only constraints.",
        "expected_result": "A baseline environment_capabilities capability is developed and documented, enabling subsequent experiment, evaluation, and integration steps in the developmental cycle.",
        "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": 2
    },
    "dimensions": {
        "impact": 0.85,
        "relevance": 0.85,
        "confidence": 0.74,
        "strategic": 0.7,
        "cost": 0.3,
        "risk": 0.2,
        "opportunity_cost": 0.2
    },
    "confidence": 0.78,
    "score": 31.1879,
    "llm_refinement": {
        "kind": "develop_capability",
        "rationale": "The objective requires baseline environment knowledge and a verified end-to-end cycle; the proposed capability 'environment_capabilities' directly supports inspecting/verifying the environment before proposing or integrating changes.",
        "expected_result": "A working environment_capabilities capability that can inventory the runtime, identify available tools/services, and confirm sqlite-only/no-external-side-effect constraints.",
        "confidence": 0.78
    }
}