{
  "id": "ic-relic",
  "title": "RELIC and DIAL-Schema-GIRL",
  "bookId": "infinitesimal-creativity",
  "chapters": [
    13
  ],
  "status": "developmental, registered, recovery, and transport studies",
  "summary": "Switching-world filters, schema acquisition, TextWorld/ALFWorld planning, active counter-witnesses, composition, and behavioral quotients.",
  "boundary": "Recovery runs repair documented execution defects and are not independent replications; failed and abstinent rungs remain in the record.",
  "packageIds": [
    "synthetic-creativity-archive",
    "lincs-girl"
  ],
  "entryPoints": [
    "family scripts and registered packet run.py files"
  ],
  "resultArtifacts": [
    "RESULTS.md",
    "completion.json",
    "recovery/status artifacts"
  ],
  "documentationStatus": "local-curated",
  "runs": [
    "2026-08-11_dial_girl_anytime_mixture_development",
    "2026-08-11_dial_girl_anytime_mixture_registered",
    "2026-08-11_dial_girl_composite_markov_development",
    "2026-08-11_dial_girl_composite_markov_registered",
    "2026-08-11_dial_girl_composite_null_development",
    "2026-08-11_dial_girl_composite_null_registered",
    "2026-08-11_dial_girl_decision_value_registered",
    "2026-08-11_dial_girl_learned_filter_development",
    "2026-08-11_dial_girl_learned_filter_registered",
    "2026-08-11_dial_girl_learned_prototypes_development",
    "2026-08-11_dial_girl_learned_prototypes_registered",
    "2026-08-11_dial_girl_long_horizon_markov_registered",
    "2026-08-11_dial_girl_pilot_priors_development",
    "2026-08-11_dial_girl_pilot_priors_registered",
    "2026-08-11_dial_girl_rate040_equivalence_development",
    "2026-08-11_dial_girl_rate040_equivalence_registered",
    "2026-08-11_dial_girl_sequential_evidence_registered",
    "2026-08-11_dial_girl_skillopt_development",
    "2026-08-11_dial_girl_skillopt_registered",
    "2026-08-11_dial_girl_switch_transport_development",
    "2026-08-11_dial_girl_switch_transport_registered",
    "2026-08-11_dial_girl_trajectory_development",
    "2026-08-11_dial_girl_trajectory_registered",
    "2026-08-11_dial_schema_girl_0_registered",
    "2026-08-11_dial_schema_girl_1a_textworld_registered",
    "2026-08-11_dial_schema_girl_1a_textworld_v2_registered",
    "2026-08-11_dial_schema_girl_1b_balanced_textworld_registered",
    "2026-08-11_dial_schema_girl_1c_planning_registered",
    "2026-08-11_dial_schema_girl_1d1_balanced_relational_fit_registered",
    "2026-08-11_dial_schema_girl_1d_relational_counterwitness_registered",
    "2026-08-11_dial_schema_girl_1e_relational_planning_replay_registered",
    "2026-08-11_dial_schema_girl_1f1_total_location_state_registered",
    "2026-08-11_dial_schema_girl_1f_containment_discovery_registered",
    "2026-08-11_dial_schema_girl_1g1_colocated_take_planning_registered",
    "2026-08-11_dial_schema_girl_1g_fresh_containment_planning_registered",
    "2026-08-12_dial_schema_girl_1h_persistent_tool_planning_registered",
    "2026-08-12_dial_schema_girl_1h_recovery_analysis_registered",
    "2026-08-12_relic_alfworld_a0_full_validation_registered",
    "2026-08-12_relic_alfworld_a0_manifest_launcher_registered",
    "2026-08-12_relic_alfworld_a1_controls_sensitivity_registered",
    "2026-08-12_relic_alfworld_b0_1_textdqn_h5py_recovery_registered",
    "2026-08-12_relic_alfworld_b0_2_textdqn_torchvision_recovery_registered",
    "2026-08-12_relic_alfworld_b0_3_reporting_recovery_registered",
    "2026-08-12_relic_alfworld_b0_3_textdqn_distilbert_recovery_registered",
    "2026-08-12_relic_alfworld_b0_textdqn_smoke_registered",
    "2026-08-12_relic_alfworld_b1_intrinsic_calibration_registered",
    "2026-08-12_relic_alfworld_b2_learning_onset",
    "2026-08-13_relic_alfworld_b3_horizon_recovery_launcher_registered",
    "2026-08-13_relic_alfworld_b3_recovery_launcher_registered",
    "2026-08-13_relic_alfworld_b3_schema_accommodation_horizon_recovery",
    "2026-08-13_relic_alfworld_b3_schema_accommodation_registered",
    "2026-08-13_relic_alfworld_b4_composition_construction_registered",
    "2026-08-13_relic_alfworld_b4_composition_construction_v1_registered",
    "2026-08-13_relic_alfworld_b4_composition_construction_v2_registered",
    "2026-08-13_relic_alfworld_b4_composition_construction_v3_registered",
    "2026-08-13_relic_alfworld_b4_composition_construction_v4_registered",
    "2026-08-13_relic_alfworld_b4_composition_construction_v5_registered",
    "2026-08-13_relic_alfworld_b51_active_counterwitness_v1_registered",
    "2026-08-13_relic_alfworld_b52_behavioral_quotient_v1_registered",
    "2026-08-13_relic_alfworld_b52_behavioral_quotient_v2_registered",
    "2026-08-13_relic_alfworld_b5_stage_construction_v1_registered"
  ],
  "runCount": 61,
  "codeRecords": [
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/__init__.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/__init__.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/adversarial_online.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/adversarial_online.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/control.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/control.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/cotangent_repair.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/cotangent_repair.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/deep_advantage.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/deep_advantage.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/deep_localization.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/deep_localization.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/homomorphism_diagrams.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/homomorphism_diagrams.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/kan_admission.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_admission.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/kan_fa.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_fa.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/kan_interaction_admission.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_interaction_admission.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/kan_validation.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_validation.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/linear_eval.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/linear_eval.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/nonlinear_eval.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/nonlinear_eval.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/offpolicy_transport.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/offpolicy_transport.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/online_actor_critic.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/online_actor_critic.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/policy_bridge.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_bridge.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/policy_quotient.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_quotient.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/policy_transport_gate.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_transport_gate.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/policy_visibility.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_visibility.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/preference_obstruction.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/preference_obstruction.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/safe_recovery.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/safe_recovery.py"
    },
    {
      "packageId": "lincs-girl",
      "role": "base-system",
      "path": "src/girl/sampled_transport.py",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/sampled_transport.py"
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_anytime_mixture.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_composite_markov.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_composite_null.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_decision_value.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_hmm_core.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_hmm_equivalence.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_learned_filter.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_learned_prototypes.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_long_horizon_markov.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_pilot_priors.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_sequential_evidence.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_skillopt.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_switch_transport.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_girl_trajectory.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_0.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1a_textworld.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1b_balanced_textworld.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1c_planning.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1d1_balanced_relational_fit.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1d_relational_counterwitness.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1e_relational_planning_replay.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1f1_total_location_state.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1f_containment_discovery.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1g1_colocated_take_planning.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1g_fresh_containment_planning.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1h_persistent_tool_planning.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "dial_schema_girl_1h_recovery_analysis.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_a0_full_validation.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_a0_manifest_launcher.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_a1_controls_sensitivity.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b0_recovery_analysis.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b0_textdqn_smoke.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b1_intrinsic_calibration.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b2_learning_onset.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b2_train_wrapper.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b3_recovery_launcher.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b3_schema_accommodation.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b4_composition_construction.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b4_recovery.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b51_active_counterwitness.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b52_behavioral_quotient.py",
      "publicUrl": null
    },
    {
      "packageId": "synthetic-creativity-archive",
      "role": "implementation",
      "path": "relic_alfworld_b5_stage_construction.py",
      "publicUrl": null
    }
  ],
  "codeRecordCount": 64,
  "startHere": [
    {
      "packageId": "synthetic-creativity-archive",
      "path": "dial_girl_anytime_mixture.py",
      "role": "implementation",
      "publicUrl": null,
      "availability": "staged-not-public",
      "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.",
      "packageStatus": "local-curated"
    },
    {
      "packageId": "lincs-girl",
      "path": "src/girl/adversarial_online.py",
      "role": "base-system",
      "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/adversarial_online.py",
      "availability": "public-pinned",
      "readerAction": "Open the pinned public source file.",
      "packageStatus": "public"
    },
    {
      "packageId": "synthetic-creativity-archive",
      "path": "dial_girl_composite_markov.py",
      "role": "implementation",
      "publicUrl": null,
      "availability": "staged-not-public",
      "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.",
      "packageStatus": "local-curated"
    },
    {
      "packageId": "synthetic-creativity-archive",
      "path": "dial_girl_composite_null.py",
      "role": "implementation",
      "publicUrl": null,
      "availability": "staged-not-public",
      "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.",
      "packageStatus": "local-curated"
    }
  ],
  "startHereCount": 4
}