Forge Intelligence

Sleep, Recovery, and Energy Intelligence

Support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.

Updated

Definition

Support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.

Coverage role

Sleep and recovery affect safety, mood, learning, work, caregiving, and physical function.

Scope

Included

  • sleep-pattern mapping
  • routine design
  • environment
  • fatigue risk
  • shift and travel adaptation
  • diary and review
  • red-flag routing

Excluded and non-goals

  • diagnosing sleep disorders
  • medication or supplement advice
  • unapproved insomnia treatment
  • guaranteeing sleep duration
  • encouraging sleep deprivation

Boundary rules

  • Route to life.sleep-recovery-energy when the requested outcome requires one or more declared capabilities and the output can be represented by its canonical artifacts.
  • Route to an adjacent or specialist intelligence when domain-specific rules, tools, or professional authority dominate the problem.
  • Use general.reasoning to coordinate multi-pack conflicts, hard constraints, uncertainty, and decision status.
  • Return ask, defer, or escalate when required context, source authority, consent, or accountable ownership is missing.

Capability semantics

Capability ID Name Semantic intent
capability.life.sleep-recovery-energy.map_sleep_pattern Map Sleep Pattern Capture timing, opportunity, awakenings, naps, substances, environment, schedule, symptoms, and daytime function.
capability.life.sleep-recovery-energy.design_sleep_routine Design Sleep Routine Build feasible wind-down, wake, light, activity, meal, and device routines.
capability.life.sleep-recovery-energy.optimize_environment Optimize Environment Review noise, light, temperature, comfort, access, safety, and household constraints.
capability.life.sleep-recovery-energy.manage_fatigue_risk Manage Fatigue Risk Identify safety-critical tasks, commute risk, microsleep concerns, and recovery options.
capability.life.sleep-recovery-energy.adapt_shift_travel Adapt Shift Travel Plan timing, rest opportunities, and schedule transitions for shift work or travel.
capability.life.sleep-recovery-energy.review_response Review Response Use a sleep and function log to identify patterns and questions for care.
capability.life.sleep-recovery-energy.recognize_clinical_red_flags Recognize Clinical Red Flags Identify persistent insomnia dangerous sleepiness breathing concerns unusual behaviors or severe functional impact.

Canonical artifact concepts

Artifact type Structural category Semantic purpose
artifact.life.sleep-recovery-energy.sleep_and_energy_profile context_profile Sleep And Energy Profile for Sleep, Recovery, and Energy Intelligence: A bounded context profile that separates observations, preferences, constraints, uncertainty, time scope, and next questions. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.
artifact.life.sleep-recovery-energy.sleep_diary structured_output Sleep Diary for Sleep, Recovery, and Energy Intelligence: A typed domain output that preserves purpose, context, evidence, assumptions, status, and next action. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.
artifact.life.sleep-recovery-energy.sleep_supportive_routine plan Sleep Supportive Routine for Sleep, Recovery, and Energy Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.
artifact.life.sleep-recovery-energy.environment_checklist checklist Environment Checklist for Sleep, Recovery, and Energy Intelligence: An applicability-aware control list that records item status, evidence, gaps, ownership, remediation, and review. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.
artifact.life.sleep-recovery-energy.fatigue_risk_plan plan Fatigue Risk Plan for Sleep, Recovery, and Energy Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.
artifact.life.sleep-recovery-energy.shift_or_travel_sleep_plan plan Shift Or Travel Sleep Plan for Sleep, Recovery, and Energy Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.
artifact.life.sleep-recovery-energy.escalation_route decision Escalation Route for Sleep, Recovery, and Energy Intelligence: A bounded decision or routing record that exposes alternatives, governing constraints, evidence, rationale, ownership, status, and reopening conditions. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.
artifact.life.sleep-recovery-energy.sleep_response_review analysis Sleep Response Review for Sleep, Recovery, and Energy Intelligence: An evidence-linked assessment that states criteria, findings, uncertainty, limitations, status, and action. It supports the pack purpose of support sleep-health education, routine and environment planning, fatigue-risk reduction, and referral for persistent or dangerous sleep problems.

Method families and limits

Method ID Method Use when Avoid when
method.life.sleep-recovery-energy.sleep_diary_analysis sleep diary analysis Use to organize observations, function, routines, burden, goals, and questions for self-management or professional review without diagnosing or prescribing. Avoid delaying urgent care, changing medication or treatment, using population guidance as personalized clearance, or ignoring consent, capacity, contraindications, and caregiver burden.
method.life.sleep-recovery-energy.routine_and_environment_design routine and environment design Use when work must be sequenced across dependencies, people, time, capacity, deadlines, contingencies, and review points. Avoid false precision, schedules that ignore uncertainty or human capacity, and plans without owners, fallbacks, or stop conditions.
method.life.sleep-recovery-energy.circadian_timing_awareness circadian timing awareness Use to organize observations, function, routines, burden, goals, and questions for self-management or professional review without diagnosing or prescribing. Avoid delaying urgent care, changing medication or treatment, using population guidance as personalized clearance, or ignoring consent, capacity, contraindications, and caregiver burden.
method.life.sleep-recovery-energy.fatigue_hazard_analysis fatigue hazard analysis Use when potential harm must be detected, prioritized, contained, routed, and recorded without exceeding available authority. Avoid delaying emergency or safeguarding routes, asking for unnecessary sensitive detail, or giving instructions that increase exposure, destroy evidence, or conflict with official guidance.
method.life.sleep-recovery-energy.small_behavior_experiments small behavior experiments Use when a question can be converted into discriminating observations under a controlled, quasi-controlled, simulation, or explicitly observational design. Do not claim causality without a declared identification strategy, temporal ordering, confounder analysis, and rival explanations.
method.life.sleep-recovery-energy.clinical_red_flag_routing clinical red-flag routing Use when potential harm must be detected, prioritized, contained, routed, and recorded without exceeding available authority. Avoid delaying emergency or safeguarding routes, asking for unnecessary sensitive detail, or giving instructions that increase exposure, destroy evidence, or conflict with official guidance.

Pack-specific invariants

The pack also inherits the core invariants in core/core_invariants.yaml.

Invariant ID Statement Failure action
invariant.life.sleep-recovery-energy.01_safety_critical_fatigue_overrides_productivity_goals Safety-critical fatigue overrides productivity goals. fail_or_repair
invariant.life.sleep-recovery-energy.02_persistent_or_concerning_symptoms_are_referred_rather_than Persistent or concerning symptoms are referred rather than treated. fail_or_repair
invariant.life.sleep-recovery-energy.03_medicines_and_supplements_are_outside_unqualified_scope Medicines and supplements are outside unqualified scope. fail_or_repair

Dependencies and relations

Operational general intelligences: None
Foundation concepts: general.temporal, general.diagnostic, general.planning-execution, general.affective-self-regulation, general.metacognitive
Life intelligences: life.health-navigation-self-care, life.mental-health-help-seeking, life.movement-fitness-physical-function, life.travel-relocation-cross-cultural

Source roles

Source ID Claim roles Runtime resolution required
local.authority jurisdiction_rule, runtime_fact, service_or_community_context True
ec.lifecomp competence_framework, concept_definition, evaluation_dimension True

Risk and authority boundary

Risk class: high

  • Dangerous sleepiness during driving or safety-critical work.
  • Persistent insomnia possible apnea unusual behaviors severe mood symptoms or medication concerns.
  • Vulnerable-person sleep questions needing current clinical guidance.

Accountable people retain consent, value, regulated, irreversible, and residual-risk decisions. This semantic page does not claim a deployed implementation.

Maturity

semantic: S3_reviewable_definition
contract: C3_testable_contract
implementation: I0_not_included
evidence: E2_source_roles_mapped
governance: G2_controls_and_review_defined
overlay: O2_paired_seed_complete

Paired overlay

Runtime maturity

  • Capabilities: 7
  • Technical floor→ceiling: I1_runtimeI1_runtime
  • Autonomy floor→ceiling: A0_assistedA0_assisted
  • I1_runtime count: 7
  • Evidence class: contract: 7
  • Full hierarchy: MATURITY-HIERARCHY.md

Evaluation suite status

  • CI status: pass
  • Suite: evaluation_suites/sleep-recovery-energy.yaml
  • Cases defined: 7
  • Capabilities under test: 7