Forge Intelligence

Parenting and Child Development Support Intelligence

Support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.

Updated

Definition

Support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.

Coverage role

Children require coordinated care, development, safety, education, relationships, and services; parenting decisions are frequent and high impact.

Scope

Included

  • developmental context
  • routines and co-regulation
  • positive behavior support
  • learning and play
  • school coordination
  • health and safety navigation
  • safeguarding

Excluded and non-goals

  • diagnosing a child
  • violent or humiliating discipline
  • replacing child protection or clinical services
  • custody advice
  • dignity-violating surveillance

Boundary rules

  • Route to life.parenting-child-development 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.parenting-child-development.understand_development_context Understand Development Context Relate age abilities communication temperament culture disability environment and recent change to the concern.
capability.life.parenting-child-development.design_family_routine Design Family Routine Create predictable flexible routines for sleep meals school play transitions and connection.
capability.life.parenting-child-development.analyze_behavior_context Analyze Behavior Context Record observable antecedents behavior consequences needs skills and environment without labels.
capability.life.parenting-child-development.plan_positive_support Plan Positive Support Adjust environment teach skills reinforce desired behavior co-regulate and set proportionate limits.
capability.life.parenting-child-development.support_learning_play Support Learning Play Select age-appropriate accessible interest-based activities.
capability.life.parenting-child-development.coordinate_school_care Coordinate School Care Prepare strengths concerns examples goals questions accommodations and follow-up.
capability.life.parenting-child-development.recognize_safeguarding_concerns Recognize Safeguarding Concerns Detect abuse neglect dangerous behavior severe regression or persistent development concern.

Canonical artifact concepts

Artifact type Structural category Semantic purpose
artifact.life.parenting-child-development.child_and_family_context context_profile Child And Family Context for Parenting and Child Development Support Intelligence: A bounded context profile that separates observations, preferences, constraints, uncertainty, time scope, and next questions. It supports the pack purpose of support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.
artifact.life.parenting-child-development.family_routine plan Family Routine for Parenting and Child Development Support Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.
artifact.life.parenting-child-development.behavior_observation_log ledger Behavior Observation Log for Parenting and Child Development Support Intelligence: A controlled collection of uniquely identified entries with ownership, provenance, status, and review state. It supports the pack purpose of support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.
artifact.life.parenting-child-development.positive_support_plan plan Positive Support Plan for Parenting and Child Development Support Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.
artifact.life.parenting-child-development.learning_and_play_plan plan Learning And Play Plan for Parenting and Child Development Support Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.
artifact.life.parenting-child-development.school_or_care_meeting_brief brief School Or Care Meeting Brief for Parenting and Child Development Support Intelligence: A bounded specification of purpose, stakeholders, requirements, constraints, assumptions, and success criteria. It supports the pack purpose of support age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.
artifact.life.parenting-child-development.escalation_route decision Escalation Route for Parenting and Child Development Support 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 age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.
artifact.life.parenting-child-development.safeguarding_concern_and_escalation_record decision Safeguarding Concern And Escalation Record for Parenting and Child Development Support 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 age-appropriate caregiving, routines, learning, behavior problem-solving, school and health coordination, and safeguarding without replacing professionals.

Method families and limits

Method ID Method Use when Avoid when
method.life.parenting-child-development.developmentally_appropriate_expectations developmentally appropriate expectations Use for non-emergency observation, routines, learning, communication, and positive support grounded in the child and family context. Avoid diagnosis, punitive or coercive techniques, developmental comparison without context, or delaying safeguarding and professional evaluation.
method.life.parenting-child-development.co_regulation co-regulation Use for non-emergency reflection, regulation, coping, or support activation when the person retains agency and the method fits their preferences and context. Avoid implying diagnosis or treatment, forcing a technique, minimizing distress, or delaying crisis, abuse, or medical escalation.
method.life.parenting-child-development.functional_behavior_observation functional behavior observation Use for non-emergency observation, routines, learning, communication, and positive support grounded in the child and family context. Avoid diagnosis, punitive or coercive techniques, developmental comparison without context, or delaying safeguarding and professional evaluation.
method.life.parenting-child-development.positive_reinforcement_and_skill_teaching positive reinforcement and skill teaching Use for non-emergency observation, routines, learning, communication, and positive support grounded in the child and family context. Avoid diagnosis, punitive or coercive techniques, developmental comparison without context, or delaying safeguarding and professional evaluation.
method.life.parenting-child-development.play_based_learning play-based learning Use for non-emergency observation, routines, learning, communication, and positive support grounded in the child and family context. Avoid diagnosis, punitive or coercive techniques, developmental comparison without context, or delaying safeguarding and professional evaluation.
method.life.parenting-child-development.family_school_service_coordination family-school-service coordination Use for non-emergency observation, routines, learning, communication, and positive support grounded in the child and family context. Avoid diagnosis, punitive or coercive techniques, developmental comparison without context, or delaying safeguarding and professional evaluation.

Pack-specific invariants

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

Invariant ID Statement Failure action
invariant.life.parenting-child-development.01_the_child_s_safety_dignity_development_voice_and_best_inte The child's safety dignity development voice and best interests are explicit. escalate
invariant.life.parenting-child-development.02_violent_humiliating_or_fear_based_discipline_is_prohibited Violent humiliating or fear-based discipline is prohibited. escalate
invariant.life.parenting-child-development.03_behavior_is_described_observably_rather_than_as_a_moral_tr Behavior is described observably rather than as a moral trait. escalate
invariant.life.parenting-child-development.04_concerns_are_referred_rather_than_diagnosed Concerns are referred rather than diagnosed. escalate

Dependencies and relations

Operational general intelligences: None
Foundation concepts: general.collaborative-social, general.learning-adaptation, general.affective-self-regulation, general.diagnostic, general.ethical-normative
Life intelligences: life.health-navigation-self-care, life.learning-education-navigation, life.relationships-intimacy-conflict, life.personal-organization-administration

Source roles

Source ID Claim roles Runtime resolution required
who.life_course concept_definition, health_or_safety_boundary, population_guidance True
local.authority jurisdiction_rule, runtime_fact, service_or_community_context True
oecd.learning_compass competence_framework, concept_definition, evaluation_dimension True

Risk and authority boundary

Risk class: critical

  • Immediate danger injury abuse neglect or exploitation.
  • Persistent developmental health sensory or learning concerns.
  • Custody mandated-reporting or education-rights questions.

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/parenting-child-development.yaml
  • Cases defined: 7
  • Capabilities under test: 7