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symfonic-core

symfonic-core on PyPI

Home
Start Simple
Start Simple
- The Simple Agent
- Quickstart
- Scaffold a Project
- Agent Regression Evals
- Synthetic Error Recovery
- Store Starter Walkthrough
- Scaffolded Projects Are Runtime Apps
- The Full Agent (SymfonicAgent)
- Examples
  Examples
Capabilities
Capabilities
- Tools
  Tools
- Prompt & Context
  Prompt & Context
- Memory (HMS)
  Memory (HMS)
- Knowledge & Documents
  Knowledge & Documents
  - Attachment Extraction
  - Authored Skills
- Delegation & Human Interaction
  Delegation & Human Interaction
  - Sub-agents (Delegation)
- Safety & Governance
  Safety & Governance
Runtime Services
Runtime Services
Platform
Platform
Integrations
Integrations
- Model Providers
  Model Providers
- Storage Backends
  Storage Backends
  - Mongo Atlas Vector Search
  - Mongo Vector Search
- Extensions & Observability
  Extensions & Observability
  - Plugins & Domains
  - Streaming & Callbacks
Low-Level Core
Low-Level Core
Migrating
Migrating
Reference
Reference
- Feature Catalog
- CI Cache Measurement
- v8 Roadmap
- Changelog
- API Reference
  API Reference
  - symfonic
    
    symfonic
    
    agent
    
    agent
    
    attachments
    
    attachments
    
    errors
    
    extractors
    
    authority
    
    backend
    
    backend
    
    binding
    
    cache_binding
    
    contributed_tools
    
    conversation
    
    linked_selection_spans
    
    messages
    
    model
    
    plan
    
    plan_digest
    
    provider_history
    
    receipt_selection
    
    reply_receipts
    
    response
    
    result_recall
    
    result_setup
    
    result_wire
    
    selection_spans
    
    structured_plan
    
    terminal_synthesis
    
    tool_adapters
    
    tool_ids
    
    tools
    
    transcript
    
    turn_observation
    
    wire_view
    
    builder
    
    checkpointer
    
    checkpointer
    
    factory
    
    serde
    
    cli
    
    cli
    
    init_command
    
    main
    
    config
    
    config_migration
    
    config_migration
    
    baseline
    
    force_lever
    
    governance_contract
    
    governance_surfaces
    
    guards
    
    lifecycle_contract
    
    lines
    
    pause_surfaces
    
    prompt_assembly_policy
    
    retired_settings
    
    rounds
    
    settings_contract
    
    configuration
    
    configuration
    
    base
    
    capabilities
    
    compat
    
    compat
    
    adapter
    
    fragments
    
    mapping
    
    models
    
    runtime_memory
    
    services
    
    state
    
    context
    
    injected_orchestrator
    
    integrations
    
    memory
    
    normalized
    
    normalizer
    
    prompt
    
    provenance
    
    runtime
    
    serialization
    
    services
    
    validation
    
    context
    
    context
    
    jit
    
    protocol
    
    stratified
    
    conversation
    
    conversation_reader
    
    cutover
    
    cutover
    
    admission_row
    
    admission_surfaces
    
    arguments
    
    authorised
    
    authority
    
    baseline
    
    budget
    
    bundle
    
    capability_labels
    
    compat_extraction
    
    completeness
    
    config_retirement
    
    container_semantics
    
    continuation
    
    continuation_admission
    
    continuation_guard_gap
    
    continuation_redemption_removed
    
    continuation_removal_refusals
    
    continuation_window
    
    continuation_window_admission
    
    continuation_window_line
    
    continuation_window_refusals
    
    criteria
    
    default_admission
    
    delegate
    
    delegation
    
    diagnostics
    
    dispatch_outcomes
    
    domain_fields
    
    envelope
    
    errors
    
    extension_tools
    
    extensions
    
    fallback_reason
    
    force_lever
    
    fragments
    
    governance_contract
    
    governance_surfaces
    
    guardrails
    
    injections
    
    kernel_resume
    
    lazy_palette
    
    legacy_pin
    
    lifecycle_contract
    
    lifecycle_refusals
    
    memory_admission
    
    memory_consolidation_rows
    
    memory_fold
    
    memory_orchestrator_rows
    
    memory_retrieval_rows
    
    memory_rows
    
    memory_surfaces
    
    messages
    
    observability
    
    orchestrator_policy
    
    orchestrator_settings
    
    pause_admission
    
    pause_policy
    
    pause_surfaces
    
    plugin_providers
    
    policy
    
    process
    
    projection
    
    prompt_assembly_policy
    
    prompt_block_contract
    
    prompting_rows
    
    prompting_surfaces
    
    registers
    
    rehydration
    
    retired_settings
    
    retirement
    
    rounds
    
    route_attempt_event
    
    route_attempts
    
    routes
    
    run_observability
    
    settings_contract
    
    switchboard
    
    tool_names
    
    tool_result_surfaces
    
    tools_surfaces
    
    turn_effects
    
    turn_request
    
    typed_close_state
    
    typed_interrupts
    
    typed_projection
    
    typed_route
    
    domain
    
    entry_point_removal
    
    errors
    
    facade
    
    facade_args
    
    facade_cache
    
    facade_continuation
    
    facade_dispatch
    
    facade_instrumentation
    
    facade_model
    
    facade_prepare
    
    facade_terminal
    
    facade_turn
    
    facade_types
    
    factory
    
    fastapi
    
    fastapi
    
    authgate
    
    budget_dep
    
    chat_owner
    
    conversation_http
    
    dependencies
    
    dependencies_resolver
    
    graph_maintenance_audit
    
    graph_maintenance_router
    
    graph_neighborhood
    
    graph_router
    
    identity
    
    memory_create_handlers
    
    memory_create_helpers
    
    memory_create_models
    
    memory_create_router
    
    metrics_router
    
    native_chat
    
    native_resume
    
    native_stream
    
    native_stream_guard
    
    native_typed_stream
    
    router
    
    shared_chat
    
    shared_metrics
    
    shared_resume
    
    shared_resume_guard
    
    shared_resume_turn
    
    shared_stream
    
    shared_turn
    
    shared_typed_stream
    
    tenant_privacy_export
    
    tenant_privacy_router
    
    transport
    
    transport
    
    codec
    
    error_mapper
    
    frames
    
    http
    
    policies
    
    sse
    
    typed_event_codec
    
    history_trim
    
    hygiene
    
    invocation
    
    message_usage
    
    middleware
    
    middleware
    
    citation_default
    
    confidence
    
    critic_gate
    
    events
    
    fabrication
    
    fabrication_events
    
    fabrication_wiring
    
    interrupt_minter
    
    metacognitive
    
    pause_token
    
    pause_token_store
    
    pause_token_store_backends
    
    native_pause_events
    
    observability
    
    postgres_receipt_reconciliation
    
    preflight_l1
    
    presentation_stream
    
    presented_agent
    
    prompt_budget
    
    prompts
    
    prompts
    
    db_section
    
    extraction_prompt
    
    jit_manifest
    
    ports
    
    stratigraphic
    
    stratigraphic_layers
    
    system_prompt
    
    templates
    
    receipt_activation
    
    receipt_adoption
    
    receipt_configuration
    
    receipt_dispatch
    
    receipt_history
    
    receipt_reconciliation
    
    recursion_exhausted
    
    reply_presentation
    
    response_messages
    
    response_presentation
    
    response_projection
    
    result_policy
    
    retired_configuration
    
    scheduler
    
    sessions
    
    stream_contract
    
    stream_usage_contract
    
    structured
    
    subagents
    
    subagents
    
    facade_child
    
    lockdown
    
    registry
    
    tool
    
    types
    
    transcript
    
    transcript_sqlite_reader
    
    triage
    
    triage
    
    intent
    
    lexicon
    
    tool_routing
    
    wiring
    
    typed_interrupts
    
    typed_projection
    
    types
    
    types_attachment
    
    warnings
    
    capabilities
    
    capabilities
    
    caching
    
    caching
    
    composition
    
    critic
    
    critic
    
    capability
    
    reflection
    
    signals
    
    delegation
    
    delegation
    
    capability
    
    compiler
    
    composition
    
    context
    
    contracts
    
    declarations
    
    depth
    
    errors
    
    lifecycle
    
    lockdown
    
    roster
    
    runner_adapter
    
    tools
    
    values
    
    extensions
    
    extensions
    
    admission
    
    bridge
    
    composition
    
    contracts
    
    declarations
    
    errors
    
    harvest
    
    legacy_prompts
    
    mcp
    
    mcp_reader
    
    ports
    
    trust
    
    values
    
    final_response
    
    final_response
    
    terminal
    
    governance
    
    governance
    
    capability
    
    context
    
    contracts
    
    errors
    
    ordering
    
    pipeline
    
    records
    
    rulebook
    
    stages
    
    stages
    
    budget
    
    credentials
    
    fabrication
    
    intent
    
    metacognition
    
    metacognition_policy
    
    metacognition_validation
    
    objections
    
    preconditions
    
    steering
    
    values
    
    human
    
    human
    
    binding
    
    capability
    
    checkpoints
    
    consumption
    
    continuation_proof
    
    contracts
    
    contribution
    
    drain
    
    errors
    
    factory
    
    issuance
    
    ledger
    
    live_binding
    
    pausing
    
    refusals
    
    registration
    
    resume
    
    threads
    
    tokens
    
    turnstate
    
    values
    
    knowledge
    
    knowledge
    
    assembly
    
    attachments
    
    citations
    
    contracts
    
    documents
    
    errors
    
    factory
    
    grounding
    
    labels
    
    multimodal
    
    outbound
    
    retrieval
    
    memory
    
    memory
    
    accepted_completion
    
    activation
    
    activation_layers
    
    admin
    
    admin_erase
    
    admission
    
    attribution
    
    background_cycles
    
    background_observation
    
    binding
    
    bridge
    
    budget
    
    bundle
    
    cadence
    
    candidate_signals
    
    candidates
    
    capability
    
    capture
    
    capture_pairing
    
    capture_visibility
    
    commit
    
    compat
    
    composed
    
    consolidation
    
    contribution
    
    conversation
    
    conversation_fork
    
    conversation_generation
    
    conversation_history
    
    coordinator
    
    counts
    
    cycle_state
    
    cycle_writes
    
    deep_owner_scope
    
    durability
    
    edge_delete
    
    episodic_create
    
    episodic_policy
    
    erase_admission
    
    errors
    
    events
    
    extraction
    
    factory
    
    families
    
    fencing
    
    graph_admin
    
    graph_associations
    
    graph_audit
    
    graph_claimed_lifecycle
    
    graph_direct_claims
    
    graph_forget
    
    graph_native_admission
    
    graph_owner_reads
    
    graph_paths
    
    graph_pending
    
    graph_receipt graph_receipt
    Table of contents
    
    graph_receipt
    
    graph_rows
    
    graph_selected_lifecycle
    
    graph_store
    
    graph_write
    
    growth
    
    guarded_memory
    
    heartbeat
    
    hydration
    
    hydrator_assembly
    
    identity_seed
    
    in_memory
    
    inventory
    
    journal
    
    journal_create
    
    journal_node_patch
    
    journal_seal
    
    layers
    
    leases
    
    legacy_access
    
    legacy_extraction
    
    legacy_port
    
    legacy_write
    
    linked_recall
    
    linked_selection
    
    linked_spreading
    
    linked_spreading_policy
    
    linking
    
    mongo_native_agent_writer
    
    mongo_native_forget
    
    mongo_native_write_port
    
    mongo_run_lineage
    
    mutations
    
    nap_stage
    
    napping
    
    native_deep_receipt_commit
    
    native_deep_risk_runner
    
    native_graph_associations
    
    native_pending_claims
    
    native_vector_publication
    
    node_admin
    
    operation_journal
    
    operation_receipt
    
    operations
    
    operator_admission
    
    overlay
    
    owned_cycles
    
    owner_verifier
    
    pg_staged_composition
    
    pg_staged_snapshots
    
    phase_context
    
    phase_savepoint
    
    phases
    
    phases
    
    adjacency
    
    deep
    
    deep_native
    
    deep_native_graph_cooccurrence
    
    deep_native_graph_pg_edge
    
    deep_native_graph_pg_node
    
    deep_native_graph_pg_plan
    
    deep_native_graph_pg_port
    
    deep_native_graph_pg_stage
    
    deep_native_graph_port
    
    deep_native_graph_scope
    
    deep_native_graph_strengthen
    
    drafts
    
    entities
    
    entity
    
    entity_helpers
    
    episodic
    
    evidence
    
    evidence_rules
    
    expiry
    
    maintenance
    
    merge
    
    merge_classification
    
    nightly
    
    phase_graph
    
    procedural
    
    procedural_llm
    
    procedural_promotion
    
    profile
    
    pruning
    
    quick
    
    roster
    
    strengthen
    
    structural
    
    synthetic
    
    window
    
    policy
    
    port_inspection
    
    ports
    
    positional_audit
    
    positional_migration
    
    positional_plan
    
    positional_rows
    
    positional_store
    
    procedural
    
    procedure_admin
    
    procedure_create
    
    procedure_publish
    
    promotion
    
    prospective_create
    
    prospective_trigger
    
    prospective_trigger_stage
    
    provenance
    
    publish
    
    queries
    
    read_admission
    
    recall
    
    recall_evidence
    
    recall_stage
    
    receipt_composition
    
    receipt_extraction
    
    receipt_read_dispatch
    
    receipt_stage_values
    
    record_access
    
    record_admission
    
    records
    
    reflection
    
    reflection_phase
    
    relevance
    
    rendered_manifest
    
    rendered_selection
    
    rendering
    
    reserved_keys
    
    retrieval
    
    retrieval_selection
    
    rosters
    
    schedule
    
    scope
    
    scope_codec
    
    scrubbing
    
    selected_records
    
    selection
    
    semantic_create
    
    sources
    
    stage_descriptors
    
    staged_values
    
    status
    
    storage_key
    
    summary
    
    summary_stage
    
    telemetry
    
    transactions
    
    turn_admission_stage
    
    turn_generation
    
    turn_lineage
    
    turn_records
    
    turn_scope
    
    vector_recall
    
    window_overlap
    
    work
    
    working
    
    workset_overlay
    
    workset_owned_edge
    
    write_pending
    
    write_stages
    
    writes
    
    prompting
    
    prompting
    
    admission
    
    assembly
    
    boundaries
    
    budget
    
    budgeting
    
    cache
    
    capability
    
    compiler
    
    composition
    
    contracts
    
    counts
    
    declarations
    
    errors
    
    extraction
    
    gates
    
    guardrails
    
    hms
    
    hms_state
    
    identity
    
    layers
    
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    persona
    
    ports
    
    procedural
    
    regional
    
    request
    
    selection_candidates
    
    sources
    
    strategies
    
    values
    
    tools
    
    tools
    
    capability
    
    catalog
    
    context
    
    execution
    
    execution
    
    binding
    
    executor
    
    preconditions
    
    progress
    
    retry
    
    skill_gate
    
    steering
    
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    keywords
    
    pipeline
    
    procedural
    
    results
    
    results
    
    policy
    
    recall
    
    service
    
    values
    
    routing
    
    selection
    
    stages
    
    stages
    
    allowlist
    
    base
    
    forced
    
    intent
    
    lazy
    
    policy
    
    role
    
    values
    
    triage
    
    triage
    
    capability
    
    intent
    
    lexicon
    
    cli
    
    cli
    
    chat
    
    component_dependencies
    
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    example_journeys
    
    example_spec
    
    examples
    
    import_scan
    
    init
    
    init_template
    
    mongo_edge_indexes
    
    native_hms
    
    postgres_edge_preflight
    
    public_api
    
    public_api_surface
    
    raw_reply
    
    core
    
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    agents
    
    agents
    
    in_memory
    
    loader
    
    schema
    
    callbacks
    
    callbacks
    
    base
    
    correction
    
    emit
    
    emit_support
    
    lifecycle_scopes
    
    manager
    
    noop
    
    protocol
    
    capabilities
    
    capabilities
    
    firecrawl
    
    openai_search
    
    protocols
    
    codex_backend
    
    codex_provider
    
    config
    
    content_blocks
    
    contracts
    
    contracts
    
    callbacks
    
    conversation_reader
    
    elicitation
    
    errors
    
    interrupt
    
    model_config
    
    prompt_state
    
    resolvers
    
    skill_metadata
    
    tool_policy
    
    types
    
    deps
    
    documents
    
    documents
    
    in_memory
    
    loader
    
    schema
    
    truncation
    
    edges
    
    edges
    
    tool_condition
    
    events
    
    force_resolver
    
    graph
    
    grok_credentials
    
    grok_oauth_provider
    
    kimi_credentials
    
    kimi_oauth_provider
    
    learning
    
    learning
    
    consolidation
    
    durability_gate
    
    entity_extractor
    
    entity_extractor_llm
    
    entity_extractor_spacy
    
    models
    
    phases
    
    phases_entity
    
    phases_episodic
    
    phases_maintenance
    
    phases_procedural_promotion
    
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    phases_semantic_expiry
    
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    phases_synthetic
    
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    promotion
    
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    context_injection
    
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    elicitation
    
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    react
    
    tool_results
    
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    metrics_query
    
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    node_names
    
    postgres_budget_store
    
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    static
    
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    taxonomy
    
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    markdown_utils
    
    schema
    
    state
    
    streaming
    
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    adapters
    
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    openai_adapter
    
    citation_filter
    
    event_processor
    
    extraction_filter
    
    serialization
    
    transpiler
    
    testing
    
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    deterministic
    
    scripted
    
    tool_interface
    
    tool_offload_gate
    
    tool_palette_resolver
    
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    ask_user
    
    chart_tools
    
    decorator
    
    helpers
    
    memory_tools
    
    registration
    
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    streaming
    
    web_tools
    
    usage
    
    utils
    
    utils
    
    compression
    
    devtools
    
    devtools
    
    archcheck
    
    archcheck
    
    boundaries
    
    budgets
    
    config
    
    cycles
    
    matrix
    
    model
    
    registry
    
    report
    
    runner
    
    scan
    
    archgate
    
    archgate
    
    baseline
    
    config
    
    dry
    
    expiry
    
    exports
    
    inventory
    
    processglobals
    
    ratchet
    
    reachability
    
    report
    
    sourcefacts
    
    suite
    
    integrations
    
    integrations
    
    catalog
    
    checks
    
    introspect
    
    model
    
    ownership
    
    ownership
    
    loader
    
    model
    
    overlap
    
    validate
    
    diagnostics
    
    diagnostics
    
    checks
    
    checks
    
    check_chat_model_resolution
    
    check_consolidate_schedule
    
    check_embedding_provider
    
    check_lazy_tooling_orphan
    
    check_orchestrator_layers
    
    check_postgres_dsn
    
    cli
    
    inspection
    
    inspection
    
    config_checks
    
    context
    
    extras
    
    legacy_imports
    
    model
    
    platform_checks
    
    probe
    
    report
    
    runner
    
    service_checks
    
    source_checks
    
    native_cli
    
    offline_cli
    
    result
    
    runner
    
    severity
    
    evals
    
    evals
    
    applicability
    
    assertions
    
    attachment_evidence
    
    book_assertions
    
    book_evidence
    
    book_journeys
    
    book_retrieval_assertions
    
    book_visible_truth
    
    cli
    
    concurrency_assertions
    
    concurrency_journeys
    
    consolidation_assertions
    
    consolidation_journeys
    
    consolidation_ledger
    
    consolidation_mutation
    
    content_packs
    
    delegation_journeys
    
    effects
    
    error_recovery
    
    execution_packs
    
    fixture_ingestion
    
    fixtures
    
    fixtures
    
    loader
    
    model
    
    negative
    
    validation
    
    governance_assertions
    
    host_target
    
    http_target
    
    memory_assertions
    
    memory_journeys
    
    model
    
    observability_assertions
    
    observability_journeys
    
    observability_privacy
    
    pause_evidence
    
    procedural_evidence
    
    procedural_pack
    
    provider_evidence
    
    recovery_budget
    
    reporters
    
    response_assertions
    
    response_memory
    
    rubric
    
    runner
    
    security_assertions
    
    security_journeys
    
    selection
    
    target_evidence
    
    targets
    
    tool_assertions
    
    tool_journeys
    
    traits
    
    volume
    
    volume_assertions
    
    volume_corpus
    
    volume_journeys
    
    volume_lifecycle_assertions
    
    volume_sweeps
    
    infra
    
    infra
    
    protocols
    
    trace
    
    kernel
    
    kernel
    
    adapters
    
    apply
    
    background
    
    backpressure
    
    compiler
    
    context
    
    contracts
    
    contracts
    
    archive_limits
    
    checkpoints
    
    continuation_attestation
    
    contributions
    
    diagnostics
    
    effects
    
    forcing
    
    freeze
    
    groups
    
    interrupts
    
    lifecycle
    
    palette
    
    payload
    
    plan
    
    ports
    
    receipt_history
    
    resolved
    
    result_runtime
    
    results
    
    run_admission
    
    run_build
    
    run_callbacks
    
    run_census
    
    run_identity
    
    run_preclaim
    
    run_spawn
    
    scope_path
    
    snapshot
    
    stages
    
    tenancy
    
    values
    
    deadline
    
    dispatch
    
    fanout
    
    finalize
    
    finalizers
    
    invoker
    
    lifecycle
    
    observability_binding
    
    ordering
    
    owned_stream
    
    palette
    
    policies
    
    post_model
    
    post_tool
    
    pre_model
    
    pre_tool
    
    prompt_assembly
    
    result_runtime
    
    run_observation
    
    rungs
    
    runner
    
    streaming
    
    terminal_completion
    
    tool_round
    
    traces
    
    turn_guards
    
    validation
    
    knowledge
    
    knowledge
    
    adapters
    
    adapters
    
    chroma
    
    models
    
    protocols
    
    memory
    
    memory
    
    _internal
    
    _internal
    
    extraction
    
    extraction
    
    service
    
    llm
    
    llm
    
    response_parser
    
    backends
    
    backends
    
    chroma
    
    in_memory
    
    in_memory_bulk_apply
    
    in_memory_candidates
    
    in_memory_committed
    
    in_memory_deletion
    
    in_memory_node_update
    
    in_memory_owned_edge
    
    in_memory_owned_node_patch
    
    in_memory_ownership
    
    in_memory_positional_rows
    
    in_memory_procedure_delete
    
    in_memory_queries
    
    in_memory_review_transition
    
    in_memory_transaction
    
    in_memory_vector
    
    in_memory_worksets
    
    inventory
    
    mongo_accepted_completion
    
    mongo_accepted_inbox
    
    mongo_candidates
    
    mongo_edge_indexes
    
    mongo_lease_identity
    
    mongo_lease_overlap
    
    mongo_leases
    
    mongo_native_discard
    
    mongo_native_erased
    
    mongo_native_forget_binding
    
    mongo_native_forget_inventory
    
    mongo_native_leaf_forget
    
    mongo_native_publication
    
    mongo_native_read
    
    mongo_native_receipt
    
    mongo_native_selected
    
    mongo_operation_adapter
    
    mongo_operation_journal
    
    mongo_operation_journal_codec
    
    mongo_operation_receipt
    
    mongo_owned_edge
    
    mongo_positional_forget_admission
    
    mongo_positional_rows
    
    mongo_read_snapshot
    
    mongo_receipt_identity
    
    mongo_selected_prepare
    
    mongo_session
    
    mongo_tenant_guard
    
    mongodb
    
    mongodb_vector_admission
    
    node_ownership
    
    pool
    
    pool_pgvector
    
    pool_transaction
    
    postgres_accepted_admission
    
    postgres_accepted_cadence
    
    postgres_accepted_envelope
    
    postgres_accepted_execution
    
    postgres_accepted_handoff
    
    postgres_accepted_inbox
    
    postgres_auxiliary_retirement
    
    postgres_auxiliary_schema
    
    postgres_bulk_dedup
    
    postgres_bulk_full_pass
    
    postgres_candidate_budget
    
    postgres_candidate_index
    
    postgres_candidate_predicates
    
    postgres_candidates
    
    postgres_claim_record_index
    
    postgres_claimed_discard
    
    postgres_claimed_pending
    
    postgres_claimed_publish
    
    postgres_conversation
    
    postgres_conversation_anchor
    
    postgres_conversation_erase
    
    postgres_conversation_erase_log
    
    postgres_conversation_export
    
    postgres_conversation_forget
    
    postgres_conversation_fork
    
    postgres_conversation_generation
    
    postgres_conversation_restore
    
    postgres_create_node
    
    postgres_edge_index_preflight
    
    postgres_edge_publication_composed
    
    postgres_edge_publication_receipt
    
    postgres_edge_publication_schema
    
    postgres_edge_publication_writer
    
    postgres_edge_scoped_writer
    
    postgres_erase_anchor
    
    postgres_erase_binding
    
    postgres_erase_chunks
    
    postgres_erase_content
    
    postgres_erase_create
    
    postgres_erase_incarnation
    
    postgres_erase_jobs
    
    postgres_erase_ownership
    
    postgres_erase_receipts
    
    postgres_erase_retirement
    
    postgres_erase_routing
    
    postgres_erase_vector_chunks
    
    postgres_erase_vector_proof
    
    postgres_erase_vector_subtree
    
    postgres_erase_visibility
    
    postgres_eraser_roles
    
    postgres_forget_deadline
    
    postgres_graph
    
    postgres_graph_bootstrap
    
    postgres_graph_runtime
    
    postgres_index_probes
    
    postgres_journal_base_retirement
    
    postgres_journal_base_schema
    
    postgres_journal_completion
    
    postgres_journal_prepare
    
    postgres_journal_seal
    
    postgres_journal_source_write
    
    postgres_journal_staged
    
    postgres_lease_identity
    
    postgres_lease_index
    
    postgres_leases
    
    postgres_legacy_node_add
    
    postgres_legacy_node_update
    
    postgres_lifecycle_deadline
    
    postgres_linked_ack
    
    postgres_linked_edges_v1
    
    postgres_memory_erase_log
    
    postgres_memory_generation
    
    postgres_memory_generation_schema
    
    postgres_memory_generation_witness
    
    postgres_memory_restore
    
    postgres_native_accepted_cadence
    
    postgres_native_accepted_execution
    
    postgres_native_edge_reads
    
    postgres_native_edge_write
    
    postgres_native_eraser
    
    postgres_native_node_delete
    
    postgres_native_node_update
    
    postgres_native_node_write
    
    postgres_native_read
    
    postgres_native_subtree
    
    postgres_native_subtree_query
    
    postgres_native_subtree_rows
    
    postgres_node_version_schema
    
    postgres_operation_journal
    
    postgres_operation_journal_codec
    
    postgres_operation_receipt
    
    postgres_owned_edge
    
    postgres_owned_node_patch
    
    postgres_pending
    
    postgres_pending_claims
    
    postgres_pending_decision_schema
    
    postgres_pending_index
    
    postgres_positional_rows
    
    postgres_positional_sql
    
    postgres_receipt_adapter
    
    postgres_receipt_leases
    
    postgres_receipt_selected
    
    postgres_receipt_state
    
    postgres_receipt_views
    
    postgres_receipt_write
    
    postgres_rendered_ack
    
    postgres_retirement_evidence
    
    postgres_retirement_receipt
    
    postgres_retirement_witness
    
    postgres_review_cas
    
    postgres_review_transition
    
    postgres_role_barrier
    
    postgres_runtime_roles
    
    postgres_staged_activation
    
    postgres_staged_auxiliary_retirement
    
    postgres_staged_auxiliary_schema
    
    postgres_staged_content
    
    postgres_staged_fence
    
    postgres_staged_identity
    
    postgres_staged_proof
    
    postgres_staged_release
    
    postgres_staged_roles
    
    postgres_staged_session
    
    postgres_staged_tenant_logins
    
    postgres_vector
    
    postgres_vector_index
    
    postgres_vector_retirement
    
    postgres_vector_search_scope
    
    postgres_working_expiry
    
    postgres_working_expiry_attestation
    
    postgres_working_expiry_fleet
    
    postgres_working_expiry_reads
    
    postgres_working_expiry_schema
    
    postgres_working_guard
    
    postgres_working_guard_attestation
    
    postgres_working_guard_schema
    
    postgres_working_transaction
    
    postgres_worksets
    
    procedural_seal
    
    procedure_compat_review_transition
    
    procedure_human_review_transition
    
    procedure_review_transition
    
    workset_probe
    
    candidates
    
    classification
    
    dedup
    
    durability
    
    embeddings
    
    embeddings
    
    auto_embed
    
    factory
    
    errors
    
    graph
    
    graph
    
    edge_updates
    
    scoring
    
    store
    
    store_queries
    
    traversal
    
    inventory
    
    janitor
    
    janitor_bulk_plan
    
    janitor_dedup
    
    layers
    
    layers
    
    episodic
    
    episodic_events
    
    procedural
    
    procedural
    
    catalog
    
    dedup_audit
    
    dedup_gate
    
    human_review_write
    
    layer
    
    lifecycle
    
    native_create
    
    native_scope
    
    predicates
    
    retrieval
    
    review_lock
    
    router
    
    sharing
    
    skill_render
    
    prospective
    
    semantic
    
    working
    
    models
    
    models
    
    context
    
    edge
    
    entry
    
    node
    
    operation
    
    node_patch
    
    orchestrator
    
    orchestrator
    
    builders
    
    config
    
    factory
    
    orchestrator
    
    orchestrator_writes
    
    pending
    
    privacy
    
    privacy
    
    patterns
    
    scrub
    
    prompts
    
    protocols
    
    protocols_graph
    
    protocols_human_review
    
    protocols_review
    
    reconcile
    
    render
    
    retraction
    
    retrieval
    
    retrieval
    
    discovery
    
    engine
    
    filters
    
    spreading
    
    scope_isolation
    
    storage_scope
    
    subtree
    
    telemetry
    
    telemetry
    
    episodic_sink
    
    types
    
    warnings
    
    working
    
    working
    
    stm_summary
    
    stm_summary_llm
    
    worksets
    
    migration
    
    migration
    
    defaults
    
    framework_config
    
    framework_config_contract
    
    observability
    
    observability
    
    otel
    
    otel
    
    attributes
    
    callback_bridge
    
    exporter
    
    framework_bridge
    
    kernel_sink
    
    ports
    
    propagation
    
    tracer
    
    ports
    
    tool_span_seam
    
    platform
    
    platform
    
    admission
    
    agent_boundary
    
    agent_host
    
    artifact_identity
    
    audit
    
    budget
    
    capture_boundary
    
    continuation
    
    conversation_authority
    
    conversation_identity
    
    conversation_local
    
    conversation_pg
    
    conversation_pg_pause
    
    conversation_pg_reader
    
    conversation_pg_schema
    
    conversation_turn
    
    core_preference_policy
    
    core_preferences
    
    dedup_audit
    
    deployment_evidence
    
    deployment_evidence_cli
    
    deployment_manifest
    
    deployment_observation_groups
    
    deployment_record
    
    dispatch_capture
    
    edge_curation
    
    erasure
    
    errors
    
    extension_policy_stage
    
    extensions
    
    fallback_capture
    
    fallback_journal
    
    fence_audit
    
    governance
    
    governance_amendment
    
    governance_decisions
    
    governance_declaration
    
    governance_refusal
    
    governance_rungs
    
    governance_subject
    
    governance_verdict
    
    host
    
    human_continuation
    
    ingress_observers
    
    memory_curation
    
    migration_refusal_journal
    
    native_callbacks
    
    native_entry_journal
    
    native_graph_privacy
    
    observability
    
    package_version
    
    pause_signing
    
    pending_operator_authority
    
    ports
    
    postgres_pending_decision
    
    posture
    
    privacy
    
    procedural_create_models
    
    procedural_local
    
    procedural_local_authority
    
    procedural_local_source
    
    procedural_local_write
    
    procedure_review
    
    prompt_budget
    
    quick_nap_composition
    
    resume_budget
    
    route_attempt_capture
    
    route_attempt_journal
    
    routes
    
    scope
    
    sqlite_invocation_refusal
    
    telemetry
    
    telemetry_sink
    
    token_composition
    
    transport
    
    transport_citation
    
    transport_continuation
    
    transport_conversation
    
    transport_data
    
    transport_edge_delete
    
    transport_episodic_create
    
    transport_graph_audit
    
    transport_graph_paths
    
    transport_input
    
    transport_memory_status
    
    transport_metrics
    
    transport_privacy
    
    transport_procedural_create
    
    transport_procedural_local
    
    transport_procedure_delete
    
    transport_procedure_publish
    
    transport_procedure_toggle
    
    transport_procedure_update
    
    transport_production_gate
    
    transport_prospective_create
    
    transport_records
    
    transport_scope_refusal
    
    transport_semantic_create
    
    transport_setting_refusal
    
    transport_sse_response
    
    transport_stream
    
    transport_working_create
    
    values
    
    wire
    
    working_access
    
    working_create
    
    working_pg_create
    
    working_pg_owner
    
    working_pg_reference
    
    working_pg_ttl
    
    working_reference
    
    working_write_authority
    
    zero_window
    
    services
    
    services
    
    budget
    
    budget
    
    allocation
    
    contracts
    
    errors
    
    estimation
    
    overflow
    
    ports
    
    registry
    
    service
    
    truncation
    
    values
    
    conversation
    
    conversation
    
    capability
    
    checkpoint
    
    compat
    
    errors
    
    history
    
    horizon
    
    identity
    
    library
    
    migration
    
    notification
    
    records
    
    recovery
    
    refs
    
    registry
    
    session
    
    transcript
    
    values
    
    cost
    
    cost
    
    ports
    
    tracker_adapter
    
    values
    
    effects
    
    effects
    
    accounting
    
    admission
    
    compensation
    
    drain
    
    errors
    
    exposure
    
    fence
    
    incident
    
    ports
    
    quarantine
    
    revert
    
    store
    
    tracker
    
    values
    
    models
    
    models
    
    capabilities
    
    contract
    
    descriptors
    
    family
    
    ports
    
    resolution
    
    values
    
    observability
    
    observability
    
    bridge
    
    callbacks
    
    capture
    
    closing
    
    contracts
    
    cost
    
    metrics
    
    otel
    
    otel_handles
    
    otel_spans
    
    ports
    
    suite
    
    trace
    
    trace_policy
    
    values
    
    privacy
    
    privacy
    
    errors
    
    fence
    
    guard
    
    legacy
    
    lineage
    
    ports
    
    reference
    
    registry
    
    saga_store
    
    saga_values
    
    suite
    
    values
    
    shadow
    
    shadow
    
    admission
    
    classification
    
    comparator
    
    context
    
    crypto
    
    cutover
    
    digest
    
    effects
    
    errors
    
    gateway
    
    harness
    
    ledger
    
    native_privacy
    
    ports
    
    privacy
    
    recorder
    
    recording
    
    redaction
    
    replay
    
    sentinel
    
    state
    
    store
    
    trust
    
    switching
    
    switching
    
    admission
    
    attestation
    
    audit
    
    authz
    
    binding_stage
    
    constraints
    
    control_plane
    
    control_plane_source
    
    envelope
    
    errors
    
    evidence
    
    invocation_profile
    
    keys
    
    mutation
    
    ports
    
    registry
    
    release
    
    static_source
    
    store
    
    values
    
    tools
    
    tools
    
    corpus_scrub
    
    corpus_scrub
    
    jsonl_io
    
    patterns
    
    scrubber
    
    hydrate_context
    
    learning
    
    mcp
    
    mcp
    
    connection
    
    models
    
    protocol
    
    provider
    
    routing
    
    recall_tool_result

Table of contents

graph_receipt

`symfonic.capabilities.memory.graph_receipt`¶

graph_receipt ¶

Exact receipt-bound HMS glue; importing this module does not select Mongo.

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