# Phase 5 deployment manifest — GEPA-evolved variants production canary
# Inherits Faza 1 manifest v7 LOCKED scope (claude::gen1-v1 + qwen-thinking::gen1-v1)
# Authority: PM (Marko Markovic) — brief LOCKED 2026-04-29; cost amendment LOCKED 2026-04-30
# Drives: §2 canary toggle + §3 monitoring + §4 exit criteria coverage + §5 cross-stream

manifest_version: phase-5-deployment-v1
manifest_type: production_canary_deployment
locked_date: 2026-04-29
cost_amendment_locked_date: 2026-04-30
authority: |
  PM (Marko Markovic).
  Brief ratified "sve ok idemo dalje" 2026-04-29.
  Cost cap amendment ratified "stavi visi slobodno" 2026-04-30.
sprint: phase_5_canary
task: variant_canary_deployment
phase: phase_5_canary
branch: phase-5-deployment-v2
substrate_anchor_short: 6bc2089
implementation_authoring_sha: 19152cf59cbca5e68ce8faacd428166d747cdde4  # short=19152cf — final §1-§5 implementation commit "docs(phase-5): §4 exit criteria coverage map + §5 cross-stream Waggle-primary declaration"
pre_canary_kickoff_sha: 19152cf59cbca5e68ce8faacd428166d747cdde4  # short=19152cf — HEAD parent of canary kick-off commit; rollback target per §2.3 procedure
canary_kickoff_locked_date: 2026-04-30  # Day 0 LIVE — PM signoff D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-1-5-pm-signoff-canary-authorize.md
supersedes: NONE  # First Phase 5 manifest

# ── Inherits ────────────────────────────────────────────────────────────────

inherits_from:
  - manifest_v7_gepa_faza1_2026_04_28_substrate_freeze_c9bda3d
  - faza_1_closure_2026_04_29_manifest_terminus_6bc2089
  - phase_5_brief_LOCKED_2026_04_29
  - phase_5_scope_LOCKED_2026_04_29
  - branch_architecture_opcija_c_2026_04_30
  - phase_5_cost_amendment_LOCKED_2026_04_30

# ── Substrate anchor ────────────────────────────────────────────────────────

substrate_anchor:
  branch: gepa-faza-1
  also_pinned_by: phase-5-deployment-v2  # Phase 5 branch HEAD = 6bc2089 at preflight time
  commit_sha: 6bc20897d3851072eda34e80070faf39772bee66
  commit_sha_short: 6bc2089
  phase_label: "Faza 1 Checkpoint C closure (held-out validation 15/15 + manifest v7 11 amendments terminus)"
  pin_method: branch_pointer + reachability_proof
  ancestry_verification_command: "git merge-base --is-ancestor 6bc2089 HEAD"
  ancestry_verification_result: PASS  # verified §0.1 #4 in preflight-evidence.md
  derived_variants:
    - name: claude::gen1-v1
      file: packages/agent/src/prompt-shapes/gepa-evolved/claude-gen1-v1.ts
      shape_constant: claudeGen1V1Shape
      shape_name: claude-gen1-v1
      registration: "registerShape('claude::gen1-v1', claudeGen1V1Shape)"
      default_max_tokens: 4096
      substrate_evidence:
        pass_ii_in_sample_n8: "100%"
        pass_ii_held_out_n5: "100%"
        pass_ii_combined_n13: "100%"
        held_out_gap_pp: 0
        in_sample_uplift_vs_baseline_pp: 12.5
        f5_cond_2_overfitting_bound_check: PASS  # 0pp gap < ±15pp bound
    - name: qwen-thinking::gen1-v1
      file: packages/agent/src/prompt-shapes/gepa-evolved/qwen-thinking-gen1-v1.ts
      shape_constant: qwenThinkingGen1V1Shape
      shape_name: qwen-thinking-gen1-v1
      registration: "registerShape('qwen-thinking::gen1-v1', qwenThinkingGen1V1Shape)"
      default_max_tokens: 16000
      substrate_evidence:
        pass_ii_in_sample_uplift_pp: 12.5
        held_out_gap_pp: 0
        retrieval_engagement_mean: 2.231  # = 96% of Opus parity 2.33
        opus_parity_pct: 96
        phase_4_5_mechanism_status: CONFIRMED_OUT_OF_DISTRIBUTION

# ── Scope (LOCKED, no-substitution rule) ────────────────────────────────────

scope_LOCKED:
  in_scope:
    - claude::gen1-v1
    - qwen-thinking::gen1-v1
  withheld:
    - name: gpt::gen1-v2
      reason: "Selection-biased on in-sample (in-sample +25pp → held-out +5pp = 20pp gap > ±15pp overfitting bound). WITHHELD until Faza 2 N=16 re-validation."
      audit_chain_anchor: gpt-gen1-v2_failure_methodology_working_as_designed
  no_substitution_rule: |
    Mid-flight scope changes (add gpt, swap variants, drugi Generation) require
    new LOCKED decision memo + Marko ratifikacija. CC must halt-and-PM if
    discovery suggests scope changes. Per Faza 1 Amendment 11 terminal_calibration_clause
    precedent.
  scope_LOCKED_anchor: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-phase-5-scope-LOCKED.md

# ── Config differential vs Faza 1 manifest v7 (§0.2 PASS) ────────────────────

config_differential:
  inheritance_rule: "Production deployment task-type ≠ Faza 1 evolution task-type. Implicit defaults FORBIDDEN; every field below carries explicit value + justification."
  audit_anchor: gepa-phase-5/preflight-evidence.md#§0.2
  fields:
    temperature:
      faza_1_value: "agent default 0.3; corpus gen 0.7; ground truth 0.5; judge primary 1.0; oracle 1.0"
      phase_5_value: 0.3
      justification: "Production-default 0.3 inherits agent-side default. No corpus generation or judging in Phase 5. May be re-tuned post-canary if probe surfaces variant-specific recommendation."
    max_tokens:
      faza_1_value: "judge 3000, agent default 16000, oracle 8000, mutation-oracle response_format 6000"
      phase_5_value:
        claude_gen1_v1: 4096
        qwen_thinking_gen1_v1: 16000
      justification: "Aligns with Phase 4.5 retrieval engagement finding. Qwen 1.33×/task → target ≥1.7 (thinking budget required). Claude narrative+XML structure is more output-efficient, so lower default."
    judge_model_primary:
      faza_1_value: "trio = claude-opus-4-7 + gpt-5.4 + minimax-m27 (κ=0.7878)"
      phase_5_value: NOT_APPLICABLE
      justification: "Phase 5 production deployment has no inline judge. §3 monitoring metrics (Pass II rate proxy, retrieval engagement, latency, cost, error rate) replace evaluation judging. Judge invocation deferred to Faza 2 re-validation runs."
    evaluation_corpus_source:
      faza_1_value: "50-instance NorthLane CFO synthesis corpus + LoCoMo dataset (held-out 5 instances of slice 8-12 of seed=42 shuffle for Checkpoint C)"
      phase_5_value: production_live_traffic
      justification: "Inherent task-type shift. Phase 5 evaluates in-the-wild against actual user prompts; production traffic distribution unknown a priori — §3 monitoring + §4 promotion criteria provide acceptance bounds."
    failure_mode_taxonomy:
      faza_1_value: "Amendment 4 texture audit — F1-F5 task family classifier + per-family Pass II rate; F6 = T2 modes"
      phase_5_value: production_threshold_based_classifier  # see rollback_triggers below + opcija_c_addendum
      justification: "New mapping — production threshold-based detection vs. content-classifier."
      opcija_c_addendum:
        added_trigger: loop_exhausted_rate_gt_5pct_baseline
        rationale: "Phase 4 long-task fixes not inherited per Opcija C §3. Halt with 'long-task fixes potrebni' diagnostic; selective cherry-pick option from feature/c3-v3-wrapper available."
    cost_per_request_baseline:
      faza_1_value: "$0.27/instance (Amendment 3 probe-corrected)"
      phase_5_value:
        claude_gen1_v1_p50: 0.0239
        claude_gen1_v1_p95: 0.0432
        qwen_thinking_gen1_v1_p50: 0.0064
        qwen_thinking_gen1_v1_p95: 0.0176
      justification: "§0.3 probe-validated 2026-04-29 via LiteLLM proxy (10 requests). Cost may shift with production cache hit rates and conversation-context size."

# ── Cost economics (post-amendment LOCKED 2026-04-30) ────────────────────────

cost_governance:
  amendment_LOCKED_anchor: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-cost-amendment-LOCKED.md
  cost_regime_classification: production_deployment  # per feedback_production_vs_research_cost_discipline
  hard_cap_usd: 75
  halt_trigger_usd: 60
  expected_total_usd_min: 35
  expected_total_usd_max: 45
  buffer_above_probe_validated_pct: 96  # = 75 / 38.34
  probe_validated_p95_ceiling_usd: 38.34
  probe_validated_anchor:
    formula: "740 requests × max(p95_per_variant) × 1.20 buffer"
    computation: "740 × $0.0432 × 1.20 = $38.34"
    p95_max_variant: claude_gen1_v1
    probe_artifact: gepa-phase-5/cost-probe-2026-04-29.jsonl
    probe_summary: gepa-phase-5/cost-probe-2026-04-29-summary.md
    probe_total_spend_usd: 0.1628
  pricing_snapshot:
    snapshot_date: 2026-04-29
    claude_opus_4_7:
      input_per_million_tokens: 5.00
      output_per_million_tokens: 25.00
      cache_hits_per_million_tokens: 0.50
      source_url: https://platform.claude.com/docs/en/docs/about-claude/pricing
    dashscope_qwen_35b_a3b_intl_thinking:
      input_per_million_tokens: 0.25
      output_per_million_tokens: 2.00
      source_url: https://www.alibabacloud.com/help/en/model-studio/billing-for-model-studio
  cost_dominance_mechanism: |
    claude::gen1-v1 stretch case (1500 output tokens × Opus 4.7 $25/M output) dominates
    canary cost ceiling. qwen-thinking::gen1-v1 ~3× cheaper per request even at higher
    output volume because $2/M output vs $25/M output.
  amendment_history:
    - version: v0
      hard_cap_usd: 25
      halt_trigger_usd: 20
      expected_total_usd: [8, 13]
      authored_in: phase_5_brief_v1_LOCKED_2026_04_29
      superseded_by: amendment_LOCKED_2026_04_30
      reason_for_supersession: probe_validated_ceiling_38.34_exceeded_25_hard_cap
    - version: v1_LOCKED
      hard_cap_usd: 75
      halt_trigger_usd: 60
      expected_total_usd: [35, 45]
      authored_in: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-cost-amendment-LOCKED.md
      ratification: "Marko: stavi visi slobodno (2026-04-30)"

# ── Volume estimate (brief §5.2) ─────────────────────────────────────────────

volume_estimate:
  canary_phase_total: 740  # across both variants, 7 days
  per_day_breakdown:
    day_0_1_canary_10pct: 40   # 10 req/day × 2 variants × 2 days
    day_1_3_canary_25pct: 100  # 25 × 2 × 2
    day_3_5_canary_50pct: 200  # 50 × 2 × 2
    day_5_plus_canary_100pct: 400  # 100 × 2 × 2 initial
  production_sustained_volume: TBD_post_canary_re_projected_at_4_3_production_stable_transition

# ── Canary toggle (§2.1, §0.4 #3) ────────────────────────────────────────────

canary_toggle:
  env_var: WAGGLE_PHASE5_CANARY_PCT
  allowed_values: [0, 10, 25, 50, 100]
  default_until_PM_ratification: 0  # historical; superseded post-kick-off — see binding_rule
  post_kick_off_code_default: 10
  post_kick_off_locked_date: 2026-04-30
  code_default_source: packages/agent/src/feature-flags.ts:parsePhase5CanaryPct  # undefined-branch returns 10
  test_default_pin: 0  # vitest.setup.ts pins WAGGLE_PHASE5_CANARY_PCT='0' for shape-selection determinism
  routing_strategy: deterministic_per_request_id_bucket  # preserves A/B paired-comparison validity
  hot_reconfig_method: process_restart_or_SIGHUP  # no code redeploy required per §0.4 #3
  flip_authority: PM_canary_kick_off_ratification_per_§7.3  # exercised 2026-04-30 — kick-off complete
  binding_rule: |
    POST-KICK-OFF (canary Day 0 LIVE 2026-04-30): default_until_PM_ratification=0
    superseded by post_kick_off_code_default=10 in
    packages/agent/src/feature-flags.ts:parsePhase5CanaryPct undefined-branch
    (PM signoff D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-1-5-pm-signoff-canary-authorize.md).
    Override path retained: WAGGLE_PHASE5_CANARY_PCT env var resolves first.
    Set WAGGLE_PHASE5_CANARY_PCT=0 to roll back canary OFF without redeploy
    per §2.3 procedure. Gradient advance to 25/50/100 requires PM ratification
    per §2.1 per-step AND-gate (max(7d, 30 samples) per metric per variant).
    Production wiring landed in same commit: pickShape() in
    packages/agent/src/retrieval-agent-loop.ts now delegates to
    routeRequestToVariant() so each LLM call buckets via FNV-1a hash of
    config.runId (Phase 3.4 checkpoint id, also used here for canary id).
  gradient_schedule:
    - day_offset: 0
      canary_pct: 10
      observation_window_hours: 24
    - day_offset_min: 1
      day_offset_max: 2
      canary_pct: 25
      observation_window_hours: 48
    - day_offset_min: 3
      day_offset_max: 5
      canary_pct: 50
      observation_window_hours: 72
    - day_offset_min: 5
      canary_pct_full_enable_candidate: 100
      condition: all_§4_1_promotion_criteria_PASS_per_pre_registered_thresholds

# ── Promotion criteria (§4.1 BIND, ε=1e-9 inclusive) ─────────────────────────

promotion_criteria:
  binding_rule: no_revisit_without_amendment
  amendment_authority: PM_ratification + LOCKED_memo
  inclusive_boundary_epsilon: 1.0e-9
  applies_at: canary_to_full_enable_promotion
  criteria:
    - id: pass_ii_rate
      condition: "variant_pass_ii ≥ baseline_pass_ii + 0pp − ε"
      stretch_goal_pp: 5  # not blocking
      sample_floor_per_metric: 30
    - id: retrieval_engagement
      condition_qwen_thinking: "variant_retrieval ≥ baseline_retrieval × 0.80"
      condition_claude: "variant_retrieval ≥ baseline_retrieval"
      rationale: "qwen-thinking is Phase 4.5 mechanism-validated retrieval-driver; claude::gen1-v1 evolution different type (narrative XML restructure, not retrieval-engagement-targeted)."
      qwen_thinking_baseline_reference_mean_calls: 2.231  # Faza 1 evidence
    - id: latency_p95
      condition: "variant_p95 ≤ baseline_p95 × 1.20"
    - id: cost_per_request
      condition: "variant_cost ≤ baseline_cost × 1.15"
      anchor: feedback_cost_projection_real_anchoring
    - id: error_rate
      condition: "variant_error ≤ baseline_error + 1pp"
  wall_clock_floor:
    formula: "max(7_days_since_canary_kickoff, 30_samples_per_variant_per_metric)"
    days_min: 7
    samples_per_metric_min: 30
    canonical_intent: |
      Both conditions must be met (whichever takes longer wins). Brief §2.2 specifies
      max(); brief §4.1 specifies min(). Manifest binds to max() per brief §2.2 + intent
      ("sample floor je hard guard protiv small-sample-effect stage promotion"); §4.1
      wording 'min(...)' is treated as authoring typo. Flag for PM correction.

# ── Rollback triggers (§4.2 BIND, immediate) ─────────────────────────────────

rollback_triggers:
  binding_rule: automatic_rollback_per_section_2_3
  no_silent_rollback: true
  rollback_log_path: gepa-phase-5/rollback-log.jsonl
  triggers:
    - id: pass_ii_collapse
      condition: "variant_pass_ii < baseline_pass_ii − 10pp"
      consecutive_windows: 2
      window_size: 10
    - id: error_rate_spike
      condition: "variant_error > baseline_error + 5pp"
      consecutive_window_hours: 24
    - id: cost_per_request_spike
      condition: "variant_cost > baseline_cost × 2.0"
      window: single_immediate
    - id: latency_p95_spike
      condition: "variant_p95 > baseline_p95 × 3.0"
      window: single_immediate
    - id: manual_halt_or_pm
      authority: [PM, Marko, CC_observed_anomaly_outside_pre_registered_thresholds]
      condition: anomaly_outside_pre_registered_thresholds
    - id: opcija_c_long_task_loop_exhausted
      condition: "loop_exhausted_rate > 5%_baseline"
      rationale: "Phase 4 long-task fixes not inherited per Opcija C §3; halt with 'long-task fixes potrebni' diagnostic + selective cherry-pick option"
      cherry_pick_candidate_set:
        - c9bda3d  # already inherited via gen1-v1 shape baseline pins
        - be8f702
        - e906114
        - 4d0542f
        - 8b8a940

# ── Production-stable definition (§4.3) ──────────────────────────────────────

production_stable_status:
  unblocks: cross_stream_dependencies
  conditions:
    days_zero_rollback: 30
    metrics_within_pass_bands_count: 5  # all 5 §4.1 metrics maintained
    halt_and_pm_emissions: 0

# ── Cross-stream dependencies (§5/§6, Waggle primary per feedback rule) ──────

cross_stream_primary:
  rationale_anchor: feedback_waggle_primary_framing
  rationale: |
    Waggle is the demand-creation engine for KVARK (CLAUDE.md §1 strategic function).
    Waggle landing/launch comms are PRIMARY trigger surface; Phase 5 production-stable
    is a 'Waggle-launch-readiness gate' with KVARK as downstream beneficiary.
  destinations:
    - id: waggle_landing_v3_proof_card_swap
      brief_section_anchor: §6.1
      trigger_condition: "phase_5_production_stable + Pass_II_numbers + retrieval_engagement_validated_samples"
      action: "Update Landing v2.3 Proof Card 1 sa PROVENANCE → BENCHMARK swap (concrete numbers from Phase 5)"
      owner: PM_authoring + claude.ai_design_generation
      timing_post_production_stable: 2_to_3_weeks
      additional_audit_anchor: project_landing_v2_basics_2026_04_28
    - id: waggle_launch_comms
      brief_section_anchor: §6.1_implicit_extension
      trigger_condition: phase_5_production_stable
      action: "Public launch comms — Waggle production-stable evidence as anchor; KVARK pitch is downstream consumption of same evidence"
      owner: Marko + PM
      timing_post_production_stable: aligned_with_landing_v3_swap
    - id: arxiv_5_1_5_2_methodology_results
      brief_section_anchor: §6.2  # §6.2 §5.1 + §5.2 portion only — §5.3 is secondary
      trigger_condition: "phase_5_production_stable + Marko_arxiv_co_author_roster_ratification + endorsement_contact"
      action: "arxiv §5.1 (methodology + manifest v7 + 11 amendments transparent narrative) + §5.2 (Faza 1 results: cross-family generalization, claude + qwen-thinking pass; gpt selection bias scoping) — Waggle-primary academic credibility"
      owner: Marko_authoring
      timing_post_production_stable: TBD

cross_stream_secondary:
  rationale_anchor: feedback_waggle_primary_framing
  rationale: |
    Downstream beneficiaries of Phase 5 production-stable evidence. Sequenced after
    Waggle-primary cross-stream destinations consume the evidence. Reversing primary/
    secondary order misframes KVARK as entry point rather than upgrade path.
  destinations:
    - id: kvark_pitch_deck
      brief_section_anchor: §6.3
      trigger_condition: "phase_5_production_stable + Marko_pitch_deck_draft_approval"
      action: "KVARK enterprise pitch deck section: 'On-prem Qwen + Waggle harness validated Opus-class on real production traffic, X% retrieval parity, Y% Pass II floor'"
      owner: Marko
      timing_post_production_stable: TBD_post_landing_v3_swap
      relationship_to_primary: downstream_beneficiary_of_landing_v3_evidence
    - id: arxiv_section_5_3_kvark_enterprise
      brief_section_anchor: §6.2_§5.3_only
      trigger_condition: phase_5_production_stable
      action: "arxiv §5.3 KVARK enterprise narrative — Qwen 35B = Opus-class on production traffic = KVARK pitch scientific anchor"
      relationship_to_primary: downstream_beneficiary_of_section_5_1_5_2_evidence
    - id: faza_2_sprint_planning
      brief_section_anchor: §6.4
      trigger_condition: "phase_5_production_stable + 2_weeks_observation"
      scope:
        - gpt_gen1_v2_n_16_re_validation
        - qwen_non_thinking_deeper_investigation_retrieval_quality_decoupling
        - generic_simple_investigation_necessary_but_not_sufficient_retrieval_scoping
        - arxiv_section_5_4_finalization
      budget_headroom_usd: 71.51  # decoupled from Phase 5 cap (Faza 1 unspent of $115 cap)
      timing_post_production_stable: 2_weeks_observation_then_kick_off

# ── Halt-and-PM trigger automation ───────────────────────────────────────────

halt_and_pm_triggers:
  active: true
  emit_path: phase-5-alerts/<ISO_date>.jsonl
  authority: automated_threshold_breach + manual_PM_or_Marko
  triggers:
    - rollback_triggering_threshold_breach  # any §4.2 trigger
    - cost_overshoot_above_halt_60
    - cost_overshoot_above_hard_cap_75
    - probe_re_run_cost_shift_gt_25pct_from_baseline
    - discovery_outside_scope  # prompt-shape registry mismatch, manifest emit fail, monitoring stub no-op
  binding_rule: |
    No silent degradation. Sve threshold breaches MUST emit THRESHOLD_BREACH log entry.
    Rollback-triggering breaches MUST invoke §2.3 rollback procedure (or stub equivalent
    pre-canary-kickoff: log + alert file write).

# ── Audit chain anchors ──────────────────────────────────────────────────────

audit_anchors:
  brief_LOCKED: D:/Projects/PM-Waggle-OS/briefs/2026-04-29-phase-5-deployment-brief-v1.md
  brief_LOCKED_ratification: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-phase-5-brief-LOCKED.md
  scope_LOCKED: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-phase-5-scope-LOCKED.md
  faza_1_closure: D:/Projects/PM-Waggle-OS/decisions/2026-04-29-gepa-faza1-results.md
  branch_architecture_opcija_c: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-branch-architecture-opcija-c.md
  cost_amendment_LOCKED: D:/Projects/PM-Waggle-OS/decisions/2026-04-30-phase-5-cost-amendment-LOCKED.md
  preflight_evidence: D:/Projects/waggle-os/gepa-phase-5/preflight-evidence.md
  faza_1_manifest_v7: D:/Projects/waggle-os/benchmarks/preregistration/manifest-v7-gepa-faza1.yaml
  cost_probe_jsonl: D:/Projects/waggle-os/gepa-phase-5/cost-probe-2026-04-29.jsonl
  cost_probe_summary: D:/Projects/waggle-os/gepa-phase-5/cost-probe-2026-04-29-summary.md
  this_manifest: D:/Projects/waggle-os/gepa-phase-5/manifest.yaml

binding_feedback_rules:
  - feedback_epsilon_inclusive_boundary  # §4.1 #1 ε=1e-9 inclusive
  - feedback_external_contract_validation  # §0.1 registerShape canonical API enforced
  - feedback_cost_projection_real_anchoring  # §0.3 three-element decomposition + probe-validation
  - feedback_substrate_readiness_gate  # §0 grep evidence binding before §2 deployment
  - feedback_config_inheritance_audit  # §0.2 explicit differential block, no implicit defaults
  - feedback_brief_wall_clock_discipline  # wall-clock 2-4 dana labeled "projection NOT trigger"
  - feedback_production_vs_research_cost_discipline  # NEW 2026-04-30: cost amendment regime classification
  - feedback_waggle_primary_framing  # NEW 2026-04-30: cross_stream_primary (Waggle) vs secondary (KVARK)

# ── Manifest history ─────────────────────────────────────────────────────────

manifest_history:
  - version: phase-5-deployment-v1
    locked_date: 2026-04-29
    cost_amendment_locked_date: 2026-04-30
    authoring_session: phase_5_§1_§5_implementation_2026_04_29_post_pm_amendment_post_restart
    drives:
      - §2_canary_toggle_implementation
      - §3_monitoring_infrastructure
      - §4_exit_criteria_coverage_doc
      - §5_cross_stream_dependencies_doc
    audit_chain_terminus: this_file