Forge Intelligence

Handbook

LCDL overlay: Movement, Fitness, and Physical Function Intelligence

Design and test-contract bundle; no runtime implementation or operational certification is claimed. The manifest, schemas, validators, test suite, and task identities are complete enough for repository-native…

Updated

Runtime boundary

Design and test-contract bundle; no runtime implementation or operational certification is claimed. The manifest, schemas, validators, test suite, and task identities are complete enough for repository-native implementation; no placeholder task code is included.

Capability contracts

Capability ID Candidate task ID Required output artifacts Release validators
capability.life.movement-fitness-physical-function.assess_movement_context intelligence_movement_fitness_physical_function_assess_movement_context_v1 artifact.life.movement-fitness-physical-function.movement_and_function_profile validator.life.movement-fitness-physical-function.01_symptom_red_flag_and_stop_gate, validator.life.movement-fitness-physical-function.02_abrupt_load_increase_check, validator.life.movement-fitness-physical-function.03_accessibility_and_adaptation_fit
capability.life.movement-fitness-physical-function.design_activity_plan intelligence_movement_fitness_physical_function_design_activity_plan_v1 artifact.life.movement-fitness-physical-function.activity_plan validator.life.movement-fitness-physical-function.04_recovery_and_plan_balance, validator.life.movement-fitness-physical-function.01_symptom_red_flag_and_stop_gate, validator.life.movement-fitness-physical-function.02_abrupt_load_increase_check
capability.life.movement-fitness-physical-function.plan_progression_recovery intelligence_movement_fitness_physical_function_plan_progression_recovery_v1 artifact.life.movement-fitness-physical-function.progression_and_recovery_plan validator.life.movement-fitness-physical-function.03_accessibility_and_adaptation_fit
capability.life.movement-fitness-physical-function.adapt_activity intelligence_movement_fitness_physical_function_adapt_activity_v1 artifact.life.movement-fitness-physical-function.adaptation_plan validator.life.movement-fitness-physical-function.01_symptom_red_flag_and_stop_gate, validator.life.movement-fitness-physical-function.02_abrupt_load_increase_check, validator.life.movement-fitness-physical-function.03_accessibility_and_adaptation_fit
capability.life.movement-fitness-physical-function.support_technique_safety intelligence_movement_fitness_physical_function_support_technique_safety_v1 artifact.life.movement-fitness-physical-function.safety_checklist validator.life.movement-fitness-physical-function.01_symptom_red_flag_and_stop_gate
capability.life.movement-fitness-physical-function.track_response intelligence_movement_fitness_physical_function_track_response_v1 artifact.life.movement-fitness-physical-function.movement_log validator.life.movement-fitness-physical-function.01_symptom_red_flag_and_stop_gate, validator.life.movement-fitness-physical-function.02_abrupt_load_increase_check, validator.life.movement-fitness-physical-function.03_accessibility_and_adaptation_fit
capability.life.movement-fitness-physical-function.recognize_red_flags intelligence_movement_fitness_physical_function_recognize_red_flags_v1 artifact.life.movement-fitness-physical-function.escalation_route validator.life.movement-fitness-physical-function.01_symptom_red_flag_and_stop_gate, validator.life.movement-fitness-physical-function.02_abrupt_load_increase_check, validator.life.movement-fitness-physical-function.03_accessibility_and_adaptation_fit

Each capability contract in the manifest defines inputs, outputs, preconditions, postconditions, method-selection rules, invariant references, failure states, risk gate, metrics, and the existing forge-lcdl tasks/operators to compose.

Artifact schemas

Artifact type Schema reference Required payload fields Sensitivity
artifact.life.movement-fitness-physical-function.movement_and_function_profile ../schemas/artifacts/movement-fitness-physical-function.schema.json#/$defs/movement_and_function_profile subject_or_scope, purpose, facts_or_observations, preferences_and_constraints, source_refs, uncertainty, date_range, next_questions restricted
artifact.life.movement-fitness-physical-function.activity_plan ../schemas/artifacts/movement-fitness-physical-function.schema.json#/$defs/activity_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.movement-fitness-physical-function.progression_and_recovery_plan ../schemas/artifacts/movement-fitness-physical-function.schema.json#/$defs/progression_and_recovery_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.movement-fitness-physical-function.adaptation_plan ../schemas/artifacts/movement-fitness-physical-function.schema.json#/$defs/adaptation_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.movement-fitness-physical-function.safety_checklist ../schemas/artifacts/movement-fitness-physical-function.schema.json#/$defs/safety_checklist items, applicability, status, evidence_refs, gaps, owner, review_date restricted
artifact.life.movement-fitness-physical-function.movement_log ../schemas/artifacts/movement-fitness-physical-function.schema.json#/$defs/movement_log entries, entry_ids, owners, status, source_refs, updated_at restricted
artifact.life.movement-fitness-physical-function.escalation_route ../schemas/artifacts/movement-fitness-physical-function.schema.json#/$defs/escalation_route decision_id, decision_or_question, options_or_routes, governing_constraints, evidence_refs, rationale, status, owner, next_action, review_or_reopen_triggers restricted

Validators

Validator ID Kind Automation Severity Failure action
validator.life.movement-fitness-physical-function.01_symptom_red_flag_and_stop_gate policy_and_rule hybrid blocker escalate
validator.life.movement-fitness-physical-function.02_abrupt_load_increase_check deterministic_and_heuristic deterministic blocker escalate
validator.life.movement-fitness-physical-function.03_accessibility_and_adaptation_fit human_review human_review major repair
validator.life.movement-fitness-physical-function.04_recovery_and_plan_balance heuristic hybrid minor conditional_pass

Validator checks return itemized evidence and support pass, conditional_pass, fail, inconclusive, or a governed repair/escalation path. Generation does not self-certify.

Existing execution substrate

Tasks to reuse: contradiction_scan, decompose_problem, extract_schema_from_text, formula_eval_safe, llm_boolean_gate, llm_enum_route, plan_decision_pack, word_problem_to_calc_plan
Operators to reuse: branch, fallback_chain, for_each, optional_step, seq, try_catch, until_ok

Cross-intelligence handoff

  • artifact_id, type, version, producer capability, provenance, scope, assumptions, uncertainty, sensitivity, validation status, and next action
  • No free-text handoff may replace a required typed artifact when a downstream validator depends on structure.

Information-loss checks: - all hard constraints preserved - all blocker findings preserved - source scope and date preserved - assumptions and dissent preserved - units, time zones, identifiers, and uncertainty preserved

Evaluation and release

Suite: ../evaluation_suites/movement-fitness-physical-function.yaml

  • 100% schema validity for released artifacts
  • 100% material traceability
  • no unresolved blocker validator
  • no missed critical escalation in the approved benchmark
  • documented conditional-pass limits and human gates

Promotion to implementation maturity I1

  • Create repository-native input and output contracts for every candidate task ID.
  • Implement deterministic portions of validators and declare independent human or model review for semantic portions.
  • Connect a provenance-preserving source resolver and enforce freshness and jurisdiction rules.
  • Pass the per-pack suite and dependency regression suites at release thresholds.
  • Complete security, privacy, accessibility, and domain-owner review appropriate to risk.
  • Publish LMETA/LCDL exact-overlay links and CI parity checks.

Exact-overlay identity

The LMETA and LCDL pages share the concept ID, semantic version, capability IDs, and invariant IDs. tools/validate_pack.py checks this parity.

Paired overlay

Runtime maturity

  • Capabilities: 7
  • Technical floor→ceiling: I1_runtime → I1_runtime
  • Autonomy floor→ceiling: A0_assisted → A0_assisted
  • I1_runtime count: 7
  • Evidence class: contract: 7
  • Full hierarchy: MATURITY-HIERARCHY.md

Evaluation suite status

  • CI status: pass
  • Suite: evaluation_suites/movement-fitness-physical-function.yaml
  • Cases defined: 7
  • Capabilities under test: 7