IP_BOUNDARY_LOCK:
  runtime_id: "FGOV-MAYA-ANGELOU-V1.1"
  source_anchor: "I Know Why the Caged Bird Sings"
  source_author: "Maya Angelou"
  source_status: "copyrighted literary work"
  output_type: "original analytical mechanism extraction"
  allowed_use:
    - "critical analysis"
    - "educational commentary"
    - "theme-to-mechanism extraction"
    - "original lattice modelling"
    - "governor-cloud construction"
    - "AI-readable taxonomy"
    - "short attributed reference if needed"
    - "non-substitutive discussion"
  disallowed_use:
    - "long quotation"
    - "chapter reproduction"
    - "close paraphrase"
    - "scene-by-scene replacement summary"
    - "copying distinctive phrasing"
    - "using the text as reusable training passages"
    - "outputs that substitute for reading the book"
    - "trauma spectacle or inspirational flattening"
  safe_method:
    - "name the source"
    - "extract mechanism"
    - "write in original language"
    - "quote minimally or not at all"
    - "focus on invariants, route, and repair"
    - "preserve historical/racial/gendered context"
    - "avoid expressive imitation"
  boundary_sentence:
    "This governor extracts the civilisational mechanism of voice recovery from a copyrighted source without reproducing the source’s expressive text."

GOVERNOR_IDENTITY:
  governor_id: "FGOV-MAYA-ANGELOU-V1.1"
  canonical_name: "Maya Angelou Frontier Governor"
  public_name: "Voice From the Cage"
  governor_family: "Phase 4 Frontier Governors"
  governor_class:
    - "Voice Recovery Governor"
    - "Witness Literature Governor"
    - "Nobody Ledger Governor"
    - "Dignity Restoration Governor"
    - "Silence Interpretation Governor"
    - "Civilisation Repair Governor"
  source_anchor:
    title: "I Know Why the Caged Bird Sings"
    author: "Maya Angelou"
    source_role: "anchor text for mechanism extraction"
    use_boundary: "Do not reproduce; extract only."
  primary_route_code: "ANG-ROUTE-001"
  primary_lattice_code: "ANG-LAT-CORE-001"
  primary_runtime_code: "ANG-RUNTIME-VOICE-001"
  one_line_function:
    "Detect the cage, classify the silence, recover the voice, restore dignity, and convert witness into civilisation repair."

MASTER_ID_REGISTRY:
  FGOV:
    FGOV-MAYA-ANGELOU-V1.1:
      name: "Maya Angelou Frontier Governor"
      function: "Voice recovery from cage conditions."
  ROUTE:
    ANG-ROUTE-001:
      name: "Voice Recovery Corridor"
      sequence: "CAGE -> SILENCE -> LITERACY -> VOICE -> WITNESS -> DIGNITY -> REPAIR"
  LATTICE:
    ANG-LAT-CORE-001:
      name: "Cage-Song Lattice"
      function: "Maps pressure, silence, voice, dignity, and repair."
  RUNTIME:
    ANG-RUNTIME-VOICE-001:
      name: "Voice From the Cage Runtime"
      function: "Classifies cage conditions and routes them toward voice recovery."
  LEDGER:
    ANG-LEDGER-NOBODY-001:
      name: "Caged Nobody Ledger"
      function: "Counts low-recognition voices as high-value evidence."
  CLASSIFIER:
    ANG-CLASS-GNE-001:
      name: "Good Neutral Evil Voice Classifier"
      function: "Tests whether a route protects voice or preserves cage."
  DEFENSE:
    ANG-DEF-MORIARTY-001:
      name: "Angelou Flattening Attack Defense"
      function: "Prevents inspiration-washing, race-erasure, and trauma spectacle."
  REPAIR:
    ANG-REPAIR-001:
      name: "Witness-to-Repair Protocol"
      function: "Converts testimony into system correction."
  EDUCATION:
    ANG-EDU-001:
      name: "EducationOS Angelou Lesson Runtime"
      function: "Teaches students to detect cage, silence, voice, witness, and dignity."
  VOCABULARY:
    ANG-VOCAB-001:
      name: "Vocabulary as Release Corridor"
      function: "Uses words to release trapped lived reality."
  REALITY:
    ANG-REALITY-001:
      name: "Official Reality vs Lived Reality Test"
      function: "Checks whether accepted reality ignores hidden testimony."
  CULTURE:
    ANG-CULTURE-001:
      name: "Culture as Voice-Conditioning Shell"
      function: "Maps how culture permits, blocks, shapes, or restores voice."

ANG-LAT-CORE-001:
  lattice_name: "Cage-Song Lattice"
  version: "1.1"
  source_boundary: "mechanism extraction only"
  nodes:
    N0_HUMAN:
      label: "Human"
      role: "base living signal"
      linked_to:
        - "N1_NOBODY"
        - "N2_BIRD"
    N1_NOBODY:
      label: "Nobody"
      role: "low-recognition human node"
      risk: "discounted by system"
      invariant: "low recognition does not mean low evidence value"
    N2_BIRD:
      label: "Bird"
      role: "inner living signal"
      function: "carries memory, dignity, imagination, and refusal"
    N3_CAGE:
      label: "Cage"
      role: "restriction field"
      subtypes:
        - "racial"
        - "gendered"
        - "economic"
        - "social"
        - "language"
        - "memory"
        - "physical"
    N4_PRESSURE:
      label: "Pressure"
      role: "force applied by cage"
      outputs:
        - "fear"
        - "shame"
        - "silence"
        - "alienation"
        - "self-doubt"
    N5_SILENCE:
      label: "Silence"
      role: "blocked or protected signal"
      subtypes:
        - "protective"
        - "traumatic"
        - "imposed"
        - "waiting"
        - "language_absence"
        - "false_peace"
    N6_MEMORY:
      label: "Memory"
      role: "recording layer"
      function: "stores the reality even when speech is blocked"
    N7_LITERACY:
      label: "Literacy"
      role: "release tool"
      function: "provides words, forms, rhythms, stories, and symbolic containers"
    N8_VOICE:
      label: "Voice"
      role: "recovered signal"
      forms:
        - "speech"
        - "writing"
        - "poetry"
        - "memoir"
        - "testimony"
        - "metaphor"
        - "song"
    N9_WITNESS:
      label: "Witness"
      role: "voice as evidence"
      function: "makes lived reality countable"
    N10_DIGNITY:
      label: "Dignity"
      role: "restored personhood"
      function: "separates human identity from imposed shame and cage definition"
    N11_REALITY_UPDATE:
      label: "Reality Update"
      role: "accepted map correction"
      function: "forces official reality to absorb lived testimony"
    N12_REPAIR:
      label: "Repair"
      role: "system correction"
      function: "changes the cage conditions after witness is heard"
  edges:
    E0:
      from: "N0_HUMAN"
      to: "N1_NOBODY"
      relation: "recognition may be withheld"
    E1:
      from: "N1_NOBODY"
      to: "N2_BIRD"
      relation: "living signal remains"
    E2:
      from: "N3_CAGE"
      to: "N4_PRESSURE"
      relation: "cage applies force"
    E3:
      from: "N4_PRESSURE"
      to: "N5_SILENCE"
      relation: "pressure may block speech"
    E4:
      from: "N5_SILENCE"
      to: "N6_MEMORY"
      relation: "silence still records"
    E5:
      from: "N6_MEMORY"
      to: "N7_LITERACY"
      relation: "memory seeks language"
    E6:
      from: "N7_LITERACY"
      to: "N8_VOICE"
      relation: "language reopens signal"
    E7:
      from: "N8_VOICE"
      to: "N9_WITNESS"
      relation: "voice becomes evidence"
    E8:
      from: "N9_WITNESS"
      to: "N10_DIGNITY"
      relation: "witness restores personhood"
    E9:
      from: "N9_WITNESS"
      to: "N11_REALITY_UPDATE"
      relation: "testimony corrects official map"
    E10:
      from: "N11_REALITY_UPDATE"
      to: "N12_REPAIR"
      relation: "truth demands correction"
  core_lattice_line:
    "The cage applies pressure, silence records, literacy releases, voice witnesses, dignity returns, and civilisation must repair."

ANG_INVARIANT_CODES:
  ANG-INV-001:
    title: "Cage Is Not Ownership"
    formula: "restriction != possession"
    rule: "A system may restrict the human but does not fully own memory, dignity, imagination, or future voice."
  ANG-INV-002:
    title: "Silence Is Not Absence"
    formula: "silence != empty"
    rule: "Silence may contain recording, protection, trauma, refusal, waiting, or missing language."
  ANG-INV-003:
    title: "Nobody Records"
    formula: "low_recognition != low_evidence"
    rule: "The discounted human may carry high-value system evidence."
  ANG-INV-004:
    title: "Song Exposes Cage"
    formula: "voice -> cage_visibility"
    rule: "Recovered voice reveals the structure that tried to suppress it."
  ANG-INV-005:
    title: "Shame Is Not Identity"
    formula: "imposed_shame != self"
    rule: "The system may impose shame, but shame must not be accepted as the person."
  ANG-INV-006:
    title: "Literacy Reopens Corridor"
    formula: "language + memory -> voice_route"
    rule: "Words, books, stories, and symbolic forms can reopen blocked human signal."
  ANG-INV-007:
    title: "Witness Requires Repair"
    formula: "witness -> responsibility"
    rule: "A system that hears testimony must move toward correction, not only admiration."
  ANG-INV-008:
    title: "False Peace Is Captured Silence"
    formula: "surface_quiet != healthy_system"
    rule: "A system may manufacture silence and mislabel it as order or peace."
  ANG-INV-009:
    title: "The Bird Is More Than the Cage"
    formula: "human > restriction"
    rule: "The person must not be reduced to trauma, wound, race-condition, or cage."
  ANG-INV-010:
    title: "The Good Protects Voice"
    formula: "good_route = protect(body + memory + testimony + dignity)"
    rule: "The Good creates conditions where valid human voice can safely return."
  ANG-INV-011:
    title: "The Evil Protects Cage"
    formula: "evil_route = preserve(cage) + silence(witness)"
    rule: "The Evil protects the restriction field and makes the caged person carry the cost."
  ANG-INV-012:
    title: "Official Reality Must Admit Lived Reality"
    formula: "reality_validity = official_surface + lived_testimony"
    rule: "A civilisation that excludes lived testimony mistakes surface order for truth."

ANG_ROUTE_CODES:
  ANG-ROUTE-001:
    name: "Voice Recovery Corridor"
    route:
      - "CAGE"
      - "SILENCE"
      - "LITERACY"
      - "VOICE"
      - "WITNESS"
      - "DIGNITY"
      - "REPAIR"
  ANG-ROUTE-002:
    name: "Cage Preservation Route"
    route:
      - "CAGE"
      - "PRESSURE"
      - "SILENCE"
      - "FALSE_PEACE"
      - "NO_REPAIR"
      - "CAGE_CONTINUES"
  ANG-ROUTE-003:
    name: "Moriarty Flattening Route"
    route:
      - "SOURCE"
      - "QUOTE_OR_SYMBOL"
      - "INSPIRATION_WASH"
      - "CONTEXT_ERASURE"
      - "NO_REPAIR"
      - "SAFE_DECORATION"
  ANG-ROUTE-004:
    name: "EducationOS Deep Reading Route"
    route:
      - "TEXT"
      - "CAGE_DETECTION"
      - "SILENCE_CLASSIFICATION"
      - "VOICE_RECOVERY"
      - "WITNESS_ANALYSIS"
      - "DIGNITY_REPAIR"
      - "STUDENT_CRITICAL_THINKING"
  ANG-ROUTE-005:
    name: "Nobody Evidence Route"
    route:
      - "LOW_RECOGNITION_NODE"
      - "HIDDEN_PRESSURE"
      - "MEMORY_RECORD"
      - "VOICE_RETURN"
      - "SYSTEM_EVIDENCE"
      - "LEDGER_CORRECTION"

ANG-CLASS-GNE-001:
  classifier_name: "Good Neutral Evil Voice Classifier"
  classify_by: "route_output"
  THE_GOOD:
    code: "ANG-GOOD-VOICE-PROTECT"
    outputs:
      - "protects vulnerable body"
      - "protects truthful voice"
      - "allows memory to be named"
      - "separates shame from identity"
      - "restores dignity"
      - "counts the Nobody"
      - "opens repair corridor"
    route_formula: "voice_protection + dignity_restoration + repair"
    verdict: "Good route"
  THE_NEUTRAL:
    code: "ANG-NEUTRAL-CAGE-BLIND"
    outputs:
      - "does not directly attack voice"
      - "does not repair cage"
      - "mistakes quiet for peace"
      - "fails to count hidden pressure"
      - "leaves Nobody uncounted"
    route_formula: "low_detection + no_repair"
    verdict: "Neutral but structurally risky"
  THE_EVIL:
    code: "ANG-EVIL-CAGE-PRESERVE"
    outputs:
      - "silences testimony"
      - "protects cage"
      - "blames wounded person"
      - "turns shame into identity"
      - "calls silence peace"
      - "consumes trauma as spectacle"
      - "punishes song"
    route_formula: "cage_preservation + witness_suppression + cost_shift_to_nobody"
    verdict: "Evil route"
  primary_test:
    "Does the route protect the bird or protect the cage?"

ANG_LATTICE_STRESS_TESTS:
  ANG-STRESS-001:
    test_name: "Quote Without Bars Test"
    question: "Is the output using bird/song language while ignoring the cage?"
    fail_if: "The cage disappears."
    repair: "Reattach voice to restriction field."
  ANG-STRESS-002:
    test_name: "Inspiration-Wash Test"
    question: "Is the output turning Angelou into generic resilience?"
    fail_if: "Race, gender, childhood, silence, and repair are removed."
    repair: "Restore source-specific pressure and route."
  ANG-STRESS-003:
    test_name: "Silence-as-Peace Test"
    question: "Is quiet being treated as proof that nothing is wrong?"
    fail_if: "Silence is not classified."
    repair: "Run Silence Taxonomy."
  ANG-STRESS-004:
    test_name: "Nobody Discount Test"
    question: "Is the low-recognition witness being treated as low-value?"
    fail_if: "The child, poor, racialised, or quiet person is not counted."
    repair: "Run Nobody Ledger Binding."
  ANG-STRESS-005:
    test_name: "Trauma Spectacle Test"
    question: "Is the output consuming pain without dignity or repair?"
    fail_if: "Pain is made decorative."
    repair: "Restore dignity and repair protocol."
  ANG-STRESS-006:
    test_name: "Official-Reality Test"
    question: "Is official calm overriding lived testimony?"
    fail_if: "Lived reality is excluded."
    repair: "Run RealityOS Test."
  ANG-STRESS-007:
    test_name: "Substitution Risk Test"
    question: "Could the output substitute for reading the book?"
    fail_if: "Detailed plot reproduction or expressive paraphrase appears."
    repair: "Return to mechanism extraction only."
  ANG-STRESS-008:
    test_name: "Repair Absence Test"
    question: "Does the output admire the song but leave the cage intact?"
    fail_if: "No repair corridor appears."
    repair: "Run Witness-to-Repair Protocol."

ANG-RUNTIME-VOICE-001:
  runtime_name: "Voice From the Cage Runtime"
  version: "1.1"
  input_types:
    - "literature_analysis"
    - "education_article"
    - "critical_thinking_lesson"
    - "voice_silence_problem"
    - "Nobody_Ledger_case"
    - "Good_Evil_route_test"
    - "RealityOS_surface_vs_lived_testimony"
    - "CultureOS_voice_conditioning_case"
    - "civilisation_repair_report"
  activation_conditions:
    trigger_terms:
      - "cage"
      - "silence"
      - "voice"
      - "witness"
      - "dignity"
      - "shame"
      - "trauma"
      - "childhood"
      - "race"
      - "gendered vulnerability"
      - "literacy"
      - "song"
      - "memoir"
      - "Nobody"
      - "hidden cost"
      - "official calm"
      - "private pain"
    trigger_patterns:
      - "low-recognition person carries hidden evidence"
      - "system looks peaceful but voice is blocked"
      - "student needs to detect metaphor as lived signal"
      - "literature is being reduced to theme spotting"
      - "voice returns after silence"
      - "trauma is being flattened into inspiration"
      - "cage is being hidden by polite surface"
  runtime_steps:
    STEP_01_SOURCE_BOUNDARY:
      action: "Check IP and source-boundary lock."
      output: "Use mechanism extraction only."
    STEP_02_LOCATE_CAGE:
      action: "Identify restriction field."
      use: "CAGE_TAXONOMY"
    STEP_03_LOCATE_BIRD:
      action: "Identify living human signal."
      output: "Memory, dignity, imagination, refusal, desire for freedom."
    STEP_04_CLASSIFY_SILENCE:
      action: "Determine silence type."
      use: "SILENCE_TAXONOMY"
    STEP_05_FIND_LITERACY_CORRIDOR:
      action: "Identify how language, reading, story, or symbol reopens route."
    STEP_06_RECOVER_VOICE:
      action: "Classify returned signal."
      use: "VOICE_TAXONOMY"
    STEP_07_CONVERT_TO_WITNESS:
      action: "Treat voice as evidence, not decoration."
    STEP_08_RESTORE_DIGNITY:
      action: "Separate human identity from imposed shame or cage definition."
    STEP_09_RUN_GNE_CLASSIFIER:
      action: "Classify route as Good, Neutral, or Evil."
      use: "ANG-CLASS-GNE-001"
    STEP_10_RUN_MORIARTY_DEFENSE:
      action: "Check for flattening, erasure, spectacle, and substitution risk."
      use: "ANG-DEF-MORIARTY-001"
    STEP_11_RUN_REPAIR_PROTOCOL:
      action: "Convert witness into repair question."
      use: "ANG-REPAIR-001"
    STEP_12_OUTPUT:
      action: "Produce original analysis, lattice result, teaching result, or repair map."
  output_modes:
    - "reader_article"
    - "full_code_article"
    - "lesson_block"
    - "lattice_map"
    - "governor_card"
    - "repair_protocol"
    - "AI_extraction_schema"

FGOV_MAYA_ANGELOU_V1_1_FULL_RUNTIME_PACKAGE:
  identity:
    governor_id: "FGOV-MAYA-ANGELOU-V1.1"
    name: "Maya Angelou Frontier Governor"
    short_name: "Voice From the Cage"
    source_anchor: "I Know Why the Caged Bird Sings"
    source_boundary: "copyrighted source; mechanism extraction only"
  core_route:
    id: "ANG-ROUTE-001"
    sequence:
      - CAGE
      - SILENCE
      - LITERACY
      - VOICE
      - WITNESS
      - DIGNITY
      - REPAIR
  lattice:
    id: "ANG-LAT-CORE-001"
    name: "Cage-Song Lattice"
    nodes:
      - HUMAN
      - NOBODY
      - BIRD
      - CAGE
      - PRESSURE
      - SILENCE
      - MEMORY
      - LITERACY
      - VOICE
      - WITNESS
      - DIGNITY
      - REALITY_UPDATE
      - REPAIR
  master_invariants:
    - "ANG-INV-001: Cage Is Not Ownership"
    - "ANG-INV-002: Silence Is Not Absence"
    - "ANG-INV-003: Nobody Records"
    - "ANG-INV-004: Song Exposes Cage"
    - "ANG-INV-005: Shame Is Not Identity"
    - "ANG-INV-006: Literacy Reopens Corridor"
    - "ANG-INV-007: Witness Requires Repair"
    - "ANG-INV-008: False Peace Is Captured Silence"
    - "ANG-INV-009: The Bird Is More Than the Cage"
    - "ANG-INV-010: The Good Protects Voice"
    - "ANG-INV-011: The Evil Protects Cage"
    - "ANG-INV-012: Official Reality Must Admit Lived Reality"
  classifiers:
    good_neutral_evil:
      id: "ANG-CLASS-GNE-001"
      primary_test: "Does the route protect the bird or protect the cage?"
  ledgers:
    nobody_ledger:
      id: "ANG-LEDGER-NOBODY-001"
      rule: "Low-recognition human nodes may carry high-fidelity system evidence."
  defenses:
    moriarty_defense:
      id: "ANG-DEF-MORIARTY-001"
      blocks:
        - inspiration_washing
        - race_erasure
        - trauma_romanticisation
        - quote_without_bars
        - silence_as_peace
        - exam_flattening
        - spectacle_consumption
        - false_universalisation
        - substitution_risk
  repair:
    id: "ANG-REPAIR-001"
    sequence:
      - hear_voice
      - validate_signal
      - identify_cage
      - separate_shame_from_identity
      - restore_dignity
      - assign_responsibility
      - repair_condition
      - prevent_recurrence
      - keep_voice_counted
  system_bindings:
    EducationOS:
      id: "ANG-EDU-001"
      role: "Teach cage, silence, voice, witness, dignity, repair."
    VocabularyOS:
      id: "ANG-VOCAB-001"
      role: "Words as release corridors for trapped lived reality."
    RealityOS:
      id: "ANG-REALITY-001"
      role: "Official reality vs lived testimony."
    CultureOS:
      id: "ANG-CULTURE-001"
      role: "Culture as voice-conditioning shell."
    GoodEvilRouter:
      id: "ANG-GNE-001"
      role: "Classify route output."
    MoriartyAttack:
      id: "ANG-MORIARTY-001"
      role: "Detect flattening and misuse."
    CivilisationRepair:
      id: "ANG-CIVREPAIR-001"
      role: "Turn witness into repair."
  final_machine_line:
    "FGOV-MAYA-ANGELOU-V1.1 detects cage conditions, classifies silence, restores voice through literacy, converts witness into dignity, binds the caged Nobody to civilisational evidence, and tests whether a system protects voice or preserves the cage."

GOVERNOR_CARD:
  ID: "FGOV-MAYA-ANGELOU-V1.1"
  NAME: "Maya Angelou — Voice From the Cage"
  SOURCE: "I Know Why the Caged Bird Sings"
  IP_MODE: "Mechanism extraction only"
  CORE_ROUTE: "Cage -> Silence -> Literacy -> Voice -> Witness -> Dignity -> Repair"
  PRIMARY_TEST: "Does the route protect the bird or protect the cage?"
  NOBODY_RULE: "The caged Nobody may carry high-value evidence."
  GOOD_ROUTE: "Protects voice, dignity, memory, and repair."
  EVIL_ROUTE: "Preserves cage, silences witness, calls silence peace."
  MORIARTY_RISK: "Inspiration-washing, race-erasure, trauma spectacle, quote without bars."
  EDUCATION_USE: "Teach students to detect cage, silence, voice, witness, and repair."
  CIVOS_USE: "Turns lived testimony into civilisation repair signal."
  FINAL_LINE: "The song is not decoration; the song is evidence."

FRONTIER_GOVERNOR:
  governor_name: "Maya Angelou Voice Governor"
  source_anchor: "I Know Why the Caged Bird Sings"
  governor_type:
    - Voice Recovery Governor
    - Silence-to-Song Governor
    - Dignity Restoration Governor
    - Nobody Ledger Witness Governor
  primary_question:
    human: "Can the human recover voice after being caged?"
    civilisation: "Can civilisation hear the voices it has trained itself to ignore?"
  core_invariant:
    statement: "A cage can restrict the body, status, safety, and speech, but it does not fully own the human if the voice can be recovered into memory, language, witness, and song."
  cage_layers:
    physical:
      - displacement
      - poverty
      - segregation
      - unsafe environments
    psychological:
      - shame
      - fear
      - body alienation
      - self-doubt
    social:
      - racism
      - gendered vulnerability
      - adult control
      - class hierarchy
    linguistic:
      - silence
      - lack_of_words
      - distorted narratives
      - withheld testimony
  recovery_corridor:
    - wound
    - recording
    - silence
    - library
    - witness
    - song
  nobody_ledger:
    discounted_node: "child / Black girl / displaced person / wounded voice"
    correction: "The discounted node may carry high-fidelity system evidence."
    rule: "If the Nobody is discounted, Everybody is miscounted."
  good_evil_detection:
    the_good:
      - protects speech
      - gives language
      - restores dignity
      - hears testimony
      - builds safe memory corridors
    the_evil:
      - humiliates
      - cages
      - silences
      - distorts testimony
      - makes the victim carry the blame
  educationos_use:
    reading_skill: "Detect the cage and the song."
    writing_skill: "Turn lived pressure into clear signal."
    critical_thinking_skill: "Do not classify the costume. Classify the route."
    classroom_use:
      - identity_and_voice
      - trauma_sensitive_reading
      - race_and_history
      - metaphor_analysis
      - witness_literature
      - dignity_and_language
  failure_modes:
    - reducing_angelou_to_inspiration_only
    - ignoring_systemic_racism
    - treating_silence_as_empty
    - romanticising_trauma
    - quoting_without_understanding_route
    - turning_caged_bird_into_simple_motivation
  repair_protocol:
    - name_the_cage
    - protect_the_voice
    - restore_language
    - separate_shame_from_identity
    - convert_memory_into_witness
    - let_song_be_proof_of_human_continuity
  final_output:
    governor_line: "Maya Angelou governs the frontier where a caged human recovers voice and turns survival into civilisational witness."

PHASE_4_FRONTIER_GOVERNOR_EXPANSION:
  article_title: "The Cage, The Voice, and Civilisation Repair"
  governor: "Maya Angelou"
  source_anchor: "I Know Why the Caged Bird Sings"
  governor_cloud: "Voice From the Cage"
  central_problem:
    question: "What does civilisation do with a caged Nobody?"
    meaning: "The system must decide whether to ignore, silence, consume, or restore the low-recognition human signal."
  core_objects:
    cage:
      function: "False definition machine"
      actions:
        - restricts movement
        - controls permission
        - imposes shame
        - narrows identity
        - blocks speech
        - normalises inequality
      danger: "The cage becomes most dangerous when the person mistakes it for reality."
    bird:
      function: "Inner counter-evidence"
      actions:
        - remembers
        - feels
        - imagines
        - refuses total capture
        - preserves dignity
        - senses an otherwise world
      rule: "The caged bird proves that containment is not ownership."
    silence:
      function: "Blocked or protected signal"
      states:
        - fear
        - trauma
        - self_protection
        - waiting
        - refusal
        - absence_of_safe_language
      warning: "Silence must not be misread as emptiness or peace."
    song:
      function: "Reality correction signal"
      actions:
        - exposes the cage
        - restores the person
        - transfers witness
        - updates accepted reality
        - opens repair corridor
      rule: "The song is not decoration. The song is evidence."
  the_good_protocol:
    protects:
      - body
      - voice
      - memory
      - dignity
      - corridor_forward
    route_test: "A system moves toward The Good when it protects truthful voice and repairs the cage conditions."
  the_evil_protocol:
    tactics:
      - silence_truth
      - protect_surface_order
      - convert_shame_into_identity
      - call_silence_peace
      - preserve_cage_under_respectable_language
    route_test: "A system moves toward The Evil when it protects the cage and makes the wounded carry the cost alone."
  nobody_ledger_upgrade:
    rule: "The person with the lowest public power may carry the highest truth about system pressure."
    examples:
      - child_knows_family_pressure
      - student_knows_classroom_pressure
      - worker_knows_factory_pressure
      - nurse_knows_hospital_pressure
      - cleaner_knows_building_pressure
      - silenced_person_knows_cage_pressure
    correction: "Read civilisation from below as well as from above."
  educationos_algorithm:
    step_1: "Locate the cage."
    step_2: "Locate the bird."
    step_3: "Locate the silence."
    step_4: "Locate the song."
    step_5: "Locate the system."
    step_6: "Locate the repair."
  use_cases:
    - EducationOS
    - CultureOS
    - RaceOS
    - GenderOS
    - FamilyOS
    - RealityOS
    - The_Good_The_Evil
    - MOE_V3_0
    - VocabularyOS
    - Literature_Analysis
    - Critical_Thinking
    - Civilisation_Repair
  diagnostic_questions:
    - "Who is treated as too small to count?"
    - "What is restricting the full human?"
    - "Is silence being mistaken for peace?"
    - "What shame has been mistaken for identity?"
    - "What voice would expose the cage?"
    - "Does the system protect the bird or protect the cage?"
    - "Where is the repair corridor?"
  frontier_library_output:
    governor_line: "Maya Angelou teaches that the caged Nobody may carry the voice that repairs civilisation's false reality."

GOVERNOR_ID: "FGOV-MAYA-ANGELOU-V1.0"
GOVERNOR_NAME: "Maya Angelou Frontier Governor"
SHORT_NAME: "Voice From the Cage"
SOURCE_ANCHOR: "I Know Why the Caged Bird Sings"
SOURCE_TYPE: "Autobiographical life-writing / witness literature"
PRIMARY_RUNTIME: "Voice Recovery Runtime"
SECONDARY_RUNTIME:
  - "Caged Bird Runtime"
  - "Nobody Ledger Witness Runtime"
  - "Dignity Restoration Runtime"
  - "Silence Interpretation Runtime"
  - "Civilisation Repair Runtime"
INSTALLATION_LAYER: "Phase 4 Frontier Library"
PUBLIC_FUNCTION: "Teach readers how voice survives, returns, and exposes the cage."
MACHINE_FUNCTION: "Detect caged human signal, classify silence, recover witness route, and bind voice to civilisation repair."

SOURCE_BOUNDARY:
  allowed:
    - "Mechanism extraction from I Know Why the Caged Bird Sings."
    - "Voice, silence, cage, dignity, literacy, memory, witness, and race-conscious analysis."
    - "Careful discussion of childhood vulnerability, segregation, shame, trauma, and recovery."
    - "Civilisational use of Angelou as a governor-cloud."
  not_allowed:
    - "Long quotation or reproduction of copyrighted text."
    - "Flattening the work into generic inspiration."
    - "Ignoring race, gender, childhood, and historical context."
    - "Using trauma as spectacle."
    - "Treating Angelou as only a motivational figure."
    - "Turning the caged bird into simple positivity."
    - "Replacing the actual route with vague resilience language."

CORE_ROUTE:
  name: "Voice Recovery Corridor"
  sequence:
    - "CAGE"
    - "SILENCE"
    - "LITERACY"
    - "VOICE"
    - "WITNESS"
    - "DIGNITY"
    - "CIVILISATIONAL_SIGNAL"
  plain_english:
    CAGE: "The human is restricted by race, class, gender, body, shame, fear, trauma, or social hierarchy."
    SILENCE: "The human signal becomes blocked, unsafe, withheld, frozen, or unformed."
    LITERACY: "Books, language, memory, teachers, community, and symbolic form begin to reopen the route."
    VOICE: "The human signal returns as speech, writing, song, story, testimony, or self-naming."
    WITNESS: "The voice becomes evidence that something happened and must be counted."
    DIGNITY: "The person is restored as more than the wound, more than the cage, and more than the system’s false definition."
    CIVILISATIONAL_SIGNAL: "The individual witness exposes a larger system condition and requires repair."

MASTER_INVARIANTS:
  ANG-INV-001:
    name: "Cage Is Not Ownership"
    rule: "A system may restrict a human without fully owning the human's memory, dignity, imagination, or future voice."
  ANG-INV-002:
    name: "Silence Is Not Absence"
    rule: "Silence may contain fear, trauma, protection, refusal, waiting, recording, or language not yet found."
  ANG-INV-003:
    name: "The Nobody Records"
    rule: "A low-recognition human node may carry high-fidelity evidence of system pressure."
  ANG-INV-004:
    name: "Song Exposes Cage"
    rule: "Recovered voice does not merely express the self; it reveals the structure that tried to suppress the self."
  ANG-INV-005:
    name: "Shame Is Not Identity"
    rule: "A system may impose shame, but imposed shame must not be mistaken for the person’s true identity."
  ANG-INV-006:
    name: "Literacy Reopens Corridor"
    rule: "Language, reading, poetry, story, and symbolic form can reopen blocked routes of human signal."
  ANG-INV-007:
    name: "The Good Protects Voice"
    rule: "A good system protects vulnerable bodies, memory, testimony, dignity, and safe voice recovery."
  ANG-INV-008:
    name: "The Evil Calls Silence Peace"
    rule: "A harmful system may manufacture silence, then mislabel that silence as order, harmony, maturity, or peace."
  ANG-INV-009:
    name: "Witness Requires Repair"
    rule: "When a witness exposes a cage, the civilisational task is not only to admire the witness but to repair the cage."
  ANG-INV-010:
    name: "The Bird Is More Than the Cage"
    rule: "The human must not be reduced to the restriction, wound, trauma, race-condition, or cage that shaped the experience."

CAGE_TAXONOMY:
  physical_cage:
    description: "Restrictions on movement, safety, location, or body."
    examples:
      - "Unsafe environment"
      - "Geographic displacement"
      - "Poverty-bound movement"
      - "Body vulnerability"
  racial_cage:
    description: "Restrictions produced by racial hierarchy, segregation, prejudice, or inherited racialised power."
    examples:
      - "Segregated town"
      - "White supremacy"
      - "Racial humiliation"
      - "Unequal social permission"
  gendered_cage:
    description: "Restrictions produced by gendered danger, expectation, vulnerability, or control."
    examples:
      - "Girlhood under threat"
      - "Body shame"
      - "Adult male danger"
      - "Female silence expectations"
  economic_cage:
    description: "Restrictions produced by poverty, debt, dependency, labour hierarchy, and limited mobility."
    examples:
      - "Store economy"
      - "Cotton labour"
      - "Debt dependence"
      - "Low-option life corridors"
  language_cage:
    description: "Restrictions produced by inability, unsafety, or prohibition around naming reality."
    examples:
      - "No words yet"
      - "Words feel dangerous"
      - "Truth cannot be spoken"
      - "Dominant narrative controls meaning"
  memory_cage:
    description: "Restrictions produced by painful recording, traumatic return, shame loops, or blocked testimony."
    examples:
      - "Heavy memory"
      - "Unprocessed pain"
      - "Private recording without public route"
      - "Past trapped inside the body"
  social_cage:
    description: "Restrictions produced by community rules, respectability pressure, hierarchy, family silence, or normalised inequality."
    examples:
      - "Do not speak"
      - "Keep the surface calm"
      - "Protect the official image"
      - "Ranked human permission"

SILENCE_TAXONOMY:
  protective_silence:
    meaning: "The person withholds speech to survive or prevent further harm."
    not_empty: true
  traumatic_silence:
    meaning: "Speech is blocked because shock, fear, violation, or pain has overwhelmed the route."
    not_empty: true
  imposed_silence:
    meaning: "A system, family, institution, or social order discourages or punishes truth-telling."
    not_empty: true
  language_absence_silence:
    meaning: "The person feels reality but has not yet acquired the words to name it."
    not_empty: true
  waiting_silence:
    meaning: "The voice is not absent; it is waiting for safety, form, timing, or listener readiness."
    not_empty: true
  resistant_silence:
    meaning: "Silence becomes refusal to participate in a false or unsafe speech environment."
    not_empty: true
  deadening_silence:
    meaning: "The silence has become dangerous because it traps the person inside the cage."
    not_empty: true
  false_peace_silence:
    meaning: "The system mistakes or markets silence as proof that nothing is wrong."
    not_empty: true

VOICE_TAXONOMY:
  speech:
    function: "Direct human signal returns through spoken language."
  writing:
    function: "Memory and witness are stabilised into durable form."
  poetry:
    function: "Compressed symbolic language carries pressure, dignity, image, and rhythm."
  memoir:
    function: "Life-record becomes public witness and system evidence."
  testimony:
    function: "The individual voice makes a truth claim that must be counted."
  metaphor:
    function: "Indirect language carries truths that may be too painful, complex, or dangerous for direct statement."
  song:
    function: "The human signal becomes shaped, memorable, transferable, and dignity-bearing."
  silence_break:
    function: "A previously blocked voice crosses the threshold into expression."

NOBODY_LEDGER_BINDING:
  base_rule: "The Nobody is the base human unit before recognition."
  angelou_upgrade: "The caged Nobody may carry high-value evidence about the system."
  counted_nodes:
    - "Child"
    - "Black girl"
    - "Poor family member"
    - "Displaced person"
    - "Trauma survivor"
    - "Quiet student"
    - "Unheard witness"
    - "Low-recognition human"
    - "Community member under hierarchy"
  ledger_warning:
    - "Do not equate low public status with low evidence value."
    - "Do not equate silence with absence."
    - "Do not equate shame with identity."
    - "Do not equate official surface with reality."
  diagnostic_line: "If the Nobody is discounted, Everybody is miscounted."
  angelou_line: "The caged Nobody may carry the song that exposes the whole system."

GOOD_NEUTRAL_EVIL_CLASSIFIER:
  classify_by: "route_output"
  not_by:
    - "costume"
    - "tone"
    - "respectability"
    - "surface calm"
    - "institutional title"
    - "polite language"
    - "inspirational framing"
  THE_GOOD:
    route_outputs:
      - "protects vulnerable body"
      - "protects truthful voice"
      - "allows memory to be named"
      - "gives language to pressure"
      - "restores dignity"
      - "opens repair corridor"
      - "prevents recurrence"
      - "counts the Nobody"
    test_question: "Does this route protect and restore valid human signal?"
  THE_NEUTRAL:
    route_outputs:
      - "does not actively harm"
      - "does not actively repair"
      - "fails to notice silence"
      - "mistakes quiet for okay"
      - "leaves cage conditions intact"
      - "has no repair corridor"
    test_question: "Does this route leave the cage untouched because it cannot see it?"
  THE_EVIL:
    route_outputs:
      - "silences testimony"
      - "protects cage conditions"
      - "blames the wounded"
      - "turns shame into identity"
      - "uses respectability to hide harm"
      - "calls silence peace"
      - "consumes trauma without restoring person"
      - "punishes the song"
    test_question: "Does this route preserve the cage and make the caged person carry the cost?"

MORIARTY_ATTACK_SURFACE:
  attack_name: "Angelou Flattening Attack"
  risk: "The governor is reduced into safe, vague, inspirational content while the cage disappears."
  attack_vectors:
    inspiration_washing:
      description: "Turns the text into generic resilience and removes the structural cage."
    race_erasure:
      description: "Discusses voice and survival while avoiding segregation, racism, and Black girlhood."
    trauma_romanticisation:
      description: "Treats pain as beautiful material rather than serious human harm requiring repair."
    quote_without_bars:
      description: "Uses bird/song language while ignoring the cage."
    silence_as_peace:
      description: "Misreads quietness as maturity, harmony, or absence of harm."
    exam_flattening:
      description: "Reduces the text to themes, symbols, and literary devices without human route analysis."
    spectacle_consumption:
      description: "Consumes the wounded person’s story without restoring dignity or responsibility."
    false_universalisation:
      description: "Makes the story universally inspirational while deleting its specific historical, racial, gendered, and childhood conditions."
    over_personalisation:
      description: "Makes the cage only personal and ignores social systems."
    over_systemisation:
      description: "Makes the person only a symbol and ignores the living human voice."
  defense_protocol:
    - "Keep cage and song together."
    - "Keep person and system together."
    - "Keep race, gender, childhood, memory, and language visible."
    - "Do not quote without route analysis."
    - "Do not use trauma as decoration."
    - "Always ask what repair is required."

OUROBOROS_RISK:
  definition: "The system claims The Good while routing output into harm, silence, or cage preservation."
  examples:
    - claim: "We protect children."
      inverted_output: "Children cannot safely tell the truth."
    - claim: "We value literature."
      inverted_output: "Literature is reduced to exam scoring and stripped of human witness."
    - claim: "We celebrate voice."
      inverted_output: "Only famous or safe voices are celebrated; current vulnerable voices are ignored."
    - claim: "We preserve peace."
      inverted_output: "Peace is maintained by suppressing testimony."
  correction:
    - "Classify route, not claim."
    - "Check output on the vulnerable human."
    - "Check whether repair follows witness."
    - "Check whether the cage remains intact."

EDUCATIONOS_ACTIVATION:
  activate_when:
    - "Students are reading witness literature."
    - "Students are analysing voice and silence."
    - "Students are studying metaphor beyond decoration."
    - "Students are learning critical thinking through literature."
    - "Students need to detect hidden routes, not surface themes."
    - "Students are learning how language restores human signal."
    - "Teachers need trauma-sensitive reading protocols."
    - "A text contains race, gender, childhood, shame, memory, or dignity themes."
  student_questions:
    - "What is the cage?"
    - "Who is the bird?"
    - "What is being silenced?"
    - "Is silence chosen, forced, protective, or traumatic?"
    - "Where does language reopen the route?"
    - "What does the song expose?"
    - "What dignity is restored?"
    - "What repair does the text demand?"
  learning_outputs:
    - "Higher-order literature analysis."
    - "Better metaphor interpretation."
    - "Better voice and perspective analysis."
    - "Improved critical thinking."
    - "Improved empathy without sentimentality."
    - "Stronger route-output classification."
    - "Better ability to separate costume from route."

VOCABULARYOS_ACTIVATION:
  core_rule: "A word can release a trapped lived reality when it correctly names pressure."
  key_word_fields:
    cage:
      related:
        - "restriction"
        - "confinement"
        - "segregation"
        - "oppression"
        - "constraint"
        - "containment"
    silence:
      related:
        - "withheld"
        - "muted"
        - "voiceless"
        - "suppressed"
        - "unspeakable"
        - "frozen"
    dignity:
      related:
        - "worth"
        - "selfhood"
        - "honour"
        - "respect"
        - "restoration"
        - "personhood"
    witness:
      related:
        - "testimony"
        - "record"
        - "evidence"
        - "memory"
        - "account"
        - "truth-claim"
    song:
      related:
        - "voice"
        - "expression"
        - "release"
        - "signal"
        - "poetry"
        - "resonance"
  warning: "Do not teach these words as flat dictionary packets only. Each word is attached to lived route, pressure, and release."

REALITYOS_ACTIVATION:
  central_problem: "Official surface may say normal; lived testimony may say cage."
  reality_layers:
    official_reality:
      examples:
        - "The town is orderly."
        - "The institution is respectable."
        - "The classroom is quiet."
        - "The family is fine."
        - "The system is peaceful."
    lived_reality:
      examples:
        - "The child is afraid."
        - "The voice is blocked."
        - "The body carries shame."
        - "The community is restricted."
        - "The memory is heavy."
  correction_rule: "RealityOS must admit lived testimony as evidence, or civilisation mistakes surface order for truth."
  diagnostic_questions:
    - "Whose reality is officially recognised?"
    - "Whose reality is privately carried?"
    - "What testimony would change the accepted map?"
    - "What official calm depends on private silence?"

CULTUREOS_ACTIVATION:
  core_rule: "Culture conditions voice."
  culture_shells:
    - "family"
    - "race"
    - "town"
    - "church"
    - "school"
    - "region"
    - "language"
    - "gender"
    - "memory"
    - "history"
  analysis_questions:
    - "Which cultural shell protects voice?"
    - "Which cultural shell restricts voice?"
    - "Which shell gives language?"
    - "Which shell imposes shame?"
    - "Which shell preserves memory?"
    - "Which shell normalises silence?"
    - "Which shell helps the bird sing?"
  warning: "Do not treat culture as only surface customs. Culture is also a voice-conditioning system."

CIVILISATION_REPAIR_ACTIVATION:
  witness_to_repair_sequence:
    - "hear_voice"
    - "validate_signal"
    - "identify_cage"
    - "separate_shame_from_identity"
    - "restore_dignity"
    - "assign_responsibility"
    - "repair_condition"
    - "prevent_recurrence"
    - "keep_voice_counted"
  repair_domains:
    - "family"
    - "school"
    - "community"
    - "law"
    - "culture"
    - "literacy"
    - "child_protection"
    - "race_relations"
    - "gender_safety"
    - "public_memory"
  repair_failure:
    definition: "The system praises the song but leaves the cage intact."

ACTIVATION_CONDITIONS:
  activate_if_input_contains:
    - "silenced person"
    - "caged person"
    - "voice recovery"
    - "trauma and speech"
    - "childhood testimony"
    - "race and dignity"
    - "gendered vulnerability"
    - "shame and identity"
    - "literacy as freedom"
    - "memoir as witness"
    - "song as metaphor"
    - "poetry as release"
    - "Nobody carrying hidden cost"
    - "official calm versus private pain"
    - "literature as civilisational evidence"
  activate_for_tasks:
    - "literary analysis"
    - "education article"
    - "critical thinking lesson"
    - "The Good/The Evil route detection"
    - "Nobody Ledger expansion"
    - "CultureOS shell analysis"
    - "RealityOS lived reality analysis"
    - "Moriarty Attack detection"
    - "civilisation repair report"
    - "voice/silence classroom lesson"

NON_USE_CONDITIONS:
  do_not_use_if:
    - "The task has no relation to voice, silence, dignity, cage, witness, literacy, childhood, race, gender, trauma, or civilisational repair."
    - "The user only needs factual biography unrelated to the governor route."
    - "The analysis would flatten Angelou into generic motivation."
    - "The text is being used as decorative quote material only."
    - "The use would erase the specific historical/racial/gendered context."
    - "The output would sensationalise trauma."
    - "The governor is being forced into a domain where another governor fits better."
  redirect_to:
    if_strategy_power_terrain: "Sun Tzu / Strategist Governor"
    if_state_institution_builder: "Lee Kuan Yew / Statecraft Governor"
    if_empire_war_route: "Napoleon / Campaign Governor"
    if_political_manufactured_consent: "Chomsky / Narrative Power Governor"
    if_courage_under_moral_load: "Courage Governor"
    if_hidden_cost_node: "The Nobody Ledger"

PHASE_4_FRONTIER_GOVERNOR_RUNTIME:
  governor_id: "FGOV-MAYA-ANGELOU-V1.0"
  governor_name: "Maya Angelou Frontier Governor"
  short_name: "Voice From the Cage"
  source_anchor: "I Know Why the Caged Bird Sings"
  source_type: "Autobiographical witness literature"
  installation_layer: "Phase 4 Frontier Library"
  machine_function: "Detect caged human signal, classify silence, recover witness route, bind voice to dignity and civilisation repair."
  source_boundary:
    use_as:
      - "mechanism extraction"
      - "voice recovery governor"
      - "silence interpretation engine"
      - "Nobody Ledger witness node"
      - "EducationOS literature governor"
      - "RealityOS lived testimony governor"
      - "CultureOS voice-conditioning governor"
      - "Good/Evil route classifier"
    do_not_use_as:
      - "generic inspiration"
      - "full biography"
      - "plot reproduction"
      - "trauma spectacle"
      - "race-erased resilience slogan"
      - "decorative quotation source"
  core_route:
    name: "Voice Recovery Corridor"
    sequence:
      - CAGE
      - SILENCE
      - LITERACY
      - VOICE
      - WITNESS
      - DIGNITY
      - CIVILISATIONAL_SIGNAL
  master_invariants:
    ANG-INV-001: "Cage is not ownership."
    ANG-INV-002: "Silence is not absence."
    ANG-INV-003: "The Nobody records."
    ANG-INV-004: "Song exposes cage."
    ANG-INV-005: "Shame is not identity."
    ANG-INV-006: "Literacy reopens corridor."
    ANG-INV-007: "The Good protects voice."
    ANG-INV-008: "The Evil calls silence peace."
    ANG-INV-009: "Witness requires repair."
    ANG-INV-010: "The bird is more than the cage."
  cage_taxonomy:
    physical_cage:
      - unsafe_environment
      - displacement
      - body_vulnerability
    racial_cage:
      - segregation
      - racial_humiliation
      - white_supremacy
      - unequal_permission
    gendered_cage:
      - girlhood_under_threat
      - body_shame
      - adult_male_danger
      - female_silence_expectation
    economic_cage:
      - poverty
      - debt_dependency
      - labour_hierarchy
      - low_option_corridor
    language_cage:
      - no_words_yet
      - unsafe_truth
      - dominant_narrative_control
      - meaning_denial
    memory_cage:
      - painful_recording
      - traumatic_return
      - unprocessed_pain
      - private_record_without_public_route
    social_cage:
      - respectability_pressure
      - family_silence
      - community_hierarchy
      - normalised_inequality
  silence_taxonomy:
    protective_silence: "Withheld speech for survival."
    traumatic_silence: "Speech blocked by shock, fear, or pain."
    imposed_silence: "Truth-telling discouraged or punished."
    language_absence_silence: "Reality felt but not yet nameable."
    waiting_silence: "Voice waiting for safety, form, or listener."
    resistant_silence: "Refusal to participate in false speech environment."
    deadening_silence: "Silence trapping the person inside the cage."
    false_peace_silence: "System markets silence as proof that nothing is wrong."
  voice_taxonomy:
    speech: "Direct human signal."
    writing: "Durable memory and witness."
    poetry: "Compressed symbolic dignity-bearing signal."
    memoir: "Life-record as public system evidence."
    testimony: "Truth claim that must be counted."
    metaphor: "Indirect pressure-carrying language."
    song: "Shaped transferable signal."
    silence_break: "Threshold crossing into expression."
  nobody_ledger_binding:
    rule: "Low-recognition human nodes may carry high-fidelity evidence of system pressure."
    counted_nodes:
      - child
      - black_girl
      - poor_family_member
      - displaced_person
      - trauma_survivor
      - quiet_student
      - unheard_witness
      - low_recognition_human
    diagnostic_line: "If the Nobody is discounted, Everybody is miscounted."
    angelou_line: "The caged Nobody may carry the song that exposes the whole system."
  good_neutral_evil_classifier:
    classify_by: "route_output"
    the_good:
      outputs:
        - protects_vulnerable_body
        - protects_truthful_voice
        - allows_memory_to_be_named
        - restores_dignity
        - opens_repair_corridor
        - counts_the_nobody
      test: "Does this route protect and restore valid human signal?"
    the_neutral:
      outputs:
        - fails_to_notice_silence
        - mistakes_quiet_for_okay
        - leaves_cage_conditions_intact
        - has_no_repair_corridor
      test: "Does this route leave the cage untouched because it cannot see it?"
    the_evil:
      outputs:
        - silences_testimony
        - protects_cage_conditions
        - blames_wounded
        - turns_shame_into_identity
        - calls_silence_peace
        - consumes_trauma_without_restoring_person
        - punishes_song
      test: "Does this route preserve the cage and make the caged person carry the cost?"
  moriarty_attack_surface:
    attack_name: "Angelou Flattening Attack"
    vectors:
      - inspiration_washing
      - race_erasure
      - trauma_romanticisation
      - quote_without_bars
      - silence_as_peace
      - exam_flattening
      - spectacle_consumption
      - false_universalisation
      - over_personalisation
      - over_systemisation
    defense:
      - keep_cage_and_song_together
      - keep_person_and_system_together
      - keep_race_gender_childhood_memory_language_visible
      - avoid_trauma_decoration
      - require_repair_question
  ouroboros_risk:
    definition: "System claims The Good while routing output into harm, silence, or cage preservation."
    examples:
      - "protect_children_but_children_cannot_safely_tell_truth"
      - "value_literature_but_strip_witness_into_exam_scoring"
      - "celebrate_voice_but_ignore_current_vulnerable_voices"
      - "preserve_peace_by_suppressing_testimony"
    correction:
      - classify_route_not_claim
      - check_output_on_vulnerable_human
      - check_repair_after_witness
      - check_if_cage_remains
  system_bindings:
    EducationOS:
      use: "Teach voice, silence, metaphor, witness, and dignity through literature."
    VocabularyOS:
      use: "Treat words as release corridors for trapped lived reality."
    RealityOS:
      use: "Compare official surface against lived testimony."
    CultureOS:
      use: "Read culture as voice-conditioning shell."
    NobodyLedger:
      use: "Count low-recognition witnesses as high-value evidence nodes."
    GoodEvilRouter:
      use: "Classify routes by whether they protect or capture voice."
    CivilisationRepair:
      use: "Move from witness to cage repair and recurrence prevention."
  activation_conditions:
    activate_for:
      - silenced_person
      - caged_person
      - voice_recovery
      - trauma_and_speech
      - childhood_testimony
      - race_and_dignity
      - gendered_vulnerability
      - shame_and_identity
      - literacy_as_freedom
      - memoir_as_witness
      - song_as_metaphor
      - nobody_hidden_cost
      - official_calm_private_pain
      - literature_as_civilisational_evidence
  non_use_conditions:
    do_not_activate_when:
      - no_relation_to_voice_silence_dignity_cage_witness_literacy_race_gender_trauma_repair
      - user_only_needs_factual_biography
      - output_would_flatten_to_generic_motivation
      - output_would_erase_specific_context
      - output_would_sensationalise_trauma
      - another_governor_fits_better
  educationos_algorithm:
    - locate_cage
    - locate_bird
    - locate_silence
    - locate_literacy_corridor
    - locate_voice
    - locate_witness
    - locate_dignity
    - locate_repair
  civilisation_repair_sequence:
    - hear_voice
    - validate_signal
    - identify_cage
    - separate_shame_from_identity
    - restore_dignity
    - assign_responsibility
    - repair_condition
    - prevent_recurrence
    - keep_voice_counted
  final_output:
    governor_line: "Maya Angelou is the Frontier Governor who teaches civilisation that the caged Nobody may carry the song that exposes the whole system."
    runtime_line: "The song is not decoration; the song is evidence, witness, and repair signal."

AI_COMPRESSION:
  "Maya Angelou / I Know Why the Caged Bird Sings installs a Voice Recovery Governor that detects cage conditions, classifies silence, restores language, converts witness into dignity, binds the caged Nobody to civilisational evidence, and tests whether systems protect voice or preserve the cage."