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Aurora transfer absorb (Amara's report) + CRM-UI shared scope doc#144

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feat/aurora-transfer-absorb-and-crm-ui-plan
Apr 24, 2026
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Aurora transfer absorb (Amara's report) + CRM-UI shared scope doc#144
AceHack merged 36 commits intomainfrom
feat/aurora-transfer-absorb-and-crm-ui-plan

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@AceHack AceHack commented Apr 23, 2026

Summary

Two Aaron-directed deliverables from 2026-04-23:

1. Aurora transfer absorb

  • docs/aurora/2026-04-23-transfer-report-from-amara.md — Amara's full transfer report, preserved verbatim. She's the Aurora subject-matter authority; filing policy is source material.
  • docs/aurora/2026-04-23-initial-operations-integration-plan.md — derived plan naming the six-family runtime oracle framework as Aurora's initial operations integration target. Maps five of six oracle families to existing SignalQuality dimensions (shipped, commit acb9858); flags the sixth (harm oracle) as new work. Proposes six P3 candidate BACKLOG rows with suggested sequencing.

2. CRM + UI shared scope doc

  • docs/plans/servicetitan-crm-ui-scope.md — collaborative workspace for the ServiceTitan CRM demo with UI. Aaron edits over time, Claude keeps the rest in sync. Current state, end-result vision, in/out-of-scope, TBD decisions, 7-step build sequence, 5 open questions, dedicated edits section at the bottom.

Aaron framing corrections captured

  • Salary is earned (not maintenance) — ServiceTitan pays Aaron for genuine usefulness
  • Demo is mutual-benefit — ServiceTitan might fund Zeta/Aurora further
  • Other funding sources open for research

Memory saved: project_aaron_funding_posture_servicetitan_salary_plus_other_sources_2026_04_23.md

What this does NOT do

  • Does NOT file Aurora BACKLOG rows yet — plan is P3 research until Aaron promotes
  • Does NOT commit Aurora code — plan + analysis only
  • Does NOT rename modules to Aurora-branded names (per Amara's explicit recommendation)
  • Does NOT modify SignalQuality — composition test validates the mapping

Test plan

  • Aaron reviews the six-family mapping against SignalQuality for accuracy (5-of-6 clean claim)
  • Aaron reviews the six proposed BACKLOG rows for priority and sequencing
  • Aaron annotates docs/plans/servicetitan-crm-ui-scope.md "edits" section with any scope corrections
  • Amara reviews whether the integration plan faithfully derives from her report before any row promotes to P2/P1

🤖 Generated with Claude Code

Copilot AI review requested due to automatic review settings April 23, 2026 13:37
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Comment thread src/Core/SignalQuality.fs
Comment thread Zeta.sln Outdated
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Pull request overview

This PR adds multiple “factory hygiene” and planning artifacts around Aurora ops integration and the ServiceTitan CRM demo, alongside new executable/testable surfaces (SignalQuality module + CRM sample + scenario tests) and a live-lock audit script to monitor external-vs-internal motion.

Changes:

  • Add SignalQuality core module plus new algebra + scenario tests, and a samples/ServiceTitanCrm console demo.
  • Introduce a live-lock audit script and a hygiene-history log entry for cadence tracking.
  • Add several planning/research/memory documents (Aurora transfer + integration plan, CRM/UI scope doc, drop-zone protocol, operator-input quality log updates, autonomous loop ladder update).

Reviewed changes

Copilot reviewed 34 out of 36 changed files in this pull request and generated 7 comments.

Show a summary per file
File Description
tools/audit/live-lock-audit.sh New audit script to classify recent commits and flag “live-lock” based on external-change ratio.
tests/Tests.FSharp/Tests.FSharp.fsproj Registers new test files in the F# test project compile order.
tests/Tests.FSharp/Operators/CrmScenarios.Tests.fs Adds CRM-shaped operator scenario tests (Join/GroupBySum/IntegrateZSet) to validate demo semantics.
tests/Tests.FSharp/Algebra/SignalQuality.Tests.fs Adds test coverage for SignalQuality dimension functions and composite scoring.
src/Core/SignalQuality.fs Introduces the SignalQuality module (dimensions + measures + composite scoring over ZSet-backed claims).
src/Core/Core.fsproj Includes SignalQuality in Core compilation.
samples/ServiceTitanCrm/ServiceTitanCrm.fsproj Adds a new CRM console sample project referencing Core.
samples/ServiceTitanCrm/Program.fs Implements the CRM demo with 4 incremental views and a scripted scenario.
memory/project_reproducible_stability_as_obvious_purpose_2026_04_22.md New memory entry capturing “reproducible stability” directive and related context.
memory/project_operator_input_quality_log_directive_2026_04_22.md New memory entry describing the operator-input quality log directive.
memory/project_arc3_adversarial_self_play_emulator_absorption_scoring_2026_04_22.md New memory entry capturing ARC-3-style scoring loop directive.
memory/project_aaron_drop_zone_protocol_2026_04_22.md New memory entry defining the drop-zone protocol for untracked deposits.
memory/observed-phenomena/2026-04-19-transcript-duplication-splitbrain-hypothesis.md Adds an observed-phenomena note and context around an unresolved artifact.
drop/README.md Documents the drop/ inbox protocol and handling registry for deposit kinds.
drop/.gitignore Ensures only sentinels are tracked; all deposits are ignored.
docs/research/zeta-self-use-tiny-bin-file-germination-2026-04-22.md Research sketch proposing a tiny-bin-file “self-use” germination step.
docs/research/oss-deep-research-zeta-aurora-2026-04-22.md Absorption note for a Deep Research report; includes oracle-gate taxonomy discussion.
docs/research/openai-deep-ingest-cross-substrate-readability-2026-04-22.md Research note about cross-substrate readability implications of deep-ingest workflows.
docs/research/meta-pixel-perfect-text-to-image-youtube-wink-2026-04-22.md Research note on UI-factory relevance of pixel-perfect T2I signals.
docs/research/cutting-edge-database-gap-review-2026-04-23.md Research “gap review” identifying frontier DB areas and candidate backlog items.
docs/research/arc3-adversarial-self-play-emulator-absorption-scoring-2026-04-22.md Research doc expanding the ARC-3 scoring-loop directive into a structured note.
docs/research/amara-network-health-oracle-rules-stacking-2026-04-22.md Research doc capturing structural distillation + annotations from Amara report context.
docs/plans/servicetitan-crm-ui-scope.md Living scope doc for the CRM demo + UI, including sequencing and open questions.
docs/operator-input-quality-log.md Adds/updates the operator-input quality log and inaugural grading rationale.
docs/hygiene-history/live-lock-audit-history.md Adds inaugural log entry for live-lock audit runs.
docs/aurora/2026-04-23-transfer-report-from-amara.md Adds verbatim Aurora transfer report as source material.
docs/aurora/2026-04-23-initial-operations-integration-plan.md Adds derived plan targeting a six-family runtime oracle framework.
docs/AUTONOMOUS-LOOP.md Updates the priority ladder to include drop-zone audit and re-numbers steps.
Zeta.sln Adds the new sample project and additional solution configurations/folders.
README.md Adds a “thesis: reproducible stability” section and cross-link to AGENTS.md.
AGENTS.md Adds the “purpose: reproducible stability” section and updates the “break” value wording.
.gitignore Ignores .btw-queue.md and .playwright-mcp/ session artifacts; normalizes node_modules/ line.
.claude/commands/btw.md Adds a /btw command definition describing how to capture non-interrupting asides.

Comment thread src/Core/SignalQuality.fs
Comment thread docs/hygiene-history/live-lock-audit-history.md
Comment thread docs/aurora/2026-04-23-transfer-report-from-amara.md
Comment thread docs/plans/servicetitan-crm-ui-scope.md
Comment thread docs/AUTONOMOUS-LOOP.md Outdated
Comment thread docs/plans/servicetitan-crm-ui-scope.md
Comment thread tools/audit/live-lock-audit.sh
AceHack added a commit that referenced this pull request Apr 23, 2026
…harp)

Aaron 2026-04-23 directive:

> lets try to reduce the number of class and thing we call servce titan
> or this will be confusing in a Zeta repo. ... this is not a service
> titan repo, it's an open source repo.

Plus, 2026-04-23 follow-up on language priority:

> c# is a more popular language than f# so it makes sense to start
> with a factory c# demo anyways

## What renames

- `samples/ServiceTitanFactoryApi.CSharp/` →
  `samples/FactoryDemo.Api.CSharp/`
- Project name + csproj filename same rename
- `RootNamespace` `Zeta.Samples.ServiceTitanFactoryApi` →
  `Zeta.Samples.FactoryDemo.Api`
- `namespace` declarations in .cs files match
- Zeta.sln project entry updated
- README rewritten to generic framing (C# is the popular
  .NET language; demo starts there; F# stays reference)
- Root endpoint name field `"ServiceTitan factory-demo API (C#)"` →
  `"Factory-demo API (C#)"`
- All doc cross-references updated to new path names

Build: 0 Warning(s), 0 Error(s) with the full SonarAnalyzer +
Meziantou + Microsoft .NET Analyzers pack. Behaviour unchanged —
same 9 endpoints, same JSON shapes, same seed.

Memory rule:
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
captures the positioning directive in durable form so future
agents don't re-introduce company-specific names.

Sibling renames land in separate PRs / branches:
- F# API sibling (currently PR #146 / ServiceTitanFactoryApi)
- DB scaffold (PR #145 / ServiceTitanFactoryDemo)
- CRM kernel sample (PR #141 / ServiceTitanCrm)
- CRM-UI scope doc (PR #144 / docs/plans/servicetitan-crm-ui-scope.md)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 23, 2026
…ry for her review

Aaron's 2026-04-23 framing: Amara is external AI co-originator of
Aurora, working through his ChatGPT interface; Aurora is *"mine and
hers idea together"*. Give back direction-changes so she can iterate
in her deep-research mode.

## What lands

### `docs/aurora/collaborators.md`

Named-collaborator registry for the Aurora thread. Distinct
category from:

- `docs/EXPERT-REGISTRY.md` (internal reviewer personas inside
  the factory)
- `docs/CONTRIBUTOR-PERSONAS.md` (hypothetical first-contact
  personas at repo surfaces)

Lists Aaron (human maintainer, Aurora vision origin) and Amara
(external AI co-originator via ChatGPT ferry, deep-research
lead). Names her existing contributions (transfer report,
consent-first design primitive, network-health critique from
auto-loop-39), her working style, and how to collaborate with
her (preserve outputs verbatim; cite her sections; route
Aurora scope decisions through her when possible).

### `docs/aurora/2026-04-23-direction-changes-for-amara-review.md`

~200-line summary of 7 direction-changes since her transfer
report landed, structured per her signature/mechanism/evidence
rigor pattern. Each change names what happened, where it
landed, the factory-side reasoning, and the specific thing
that would benefit from her deep-research review.

Five priority-ordered questions for her response:

1. Is the 5-of-6 SignalQuality ↔ oracle-family mapping correct?
2. Should her bullshit-detector scoring target a specific
   factory surface first?
3. Does Aurora's oracle framework want to compose with
   lesson-permanence pattern?
4. Additional Aurora-specific threat classes beyond the
   seven she already named?
5. Prior-art additions since her transfer report?

Plus three open communication-pattern questions (frequency,
review-return shape, consult-vs-inform rhythm).

## My choice to land this now

Aaron explicitly asked for progress on Amara integration + a
ferry-back summary. This PR delivers both as one coherent
artifact. The collaborators.md formalises her role in the
repo substrate; the direction-changes doc is ready for Aaron
to paste into his next ChatGPT session with her.

Companion memory
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
applies — this lands in LFG, not AceHack, since it is
collaboration-legible content demoing the collaboration
pattern.

## What this does NOT do

- Does NOT ask Aaron to review before ferry. He mediates
  the ferry; when he has time, he pastes the doc; whenever
  Amara responds, we ingest.
- Does NOT claim Amara has approved any of these direction-
  changes. The doc is request-for-review, not consensus
  record.
- Does NOT propose new oracle mechanism without her review.
  The initial-operations integration plan (PR #144)
  proposes; this doc asks her to confirm before further
  development.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 23, 2026
… paths

- Replace remaining "Aaron" attribution with "the human maintainer"
  role-ref (line 7 trigger line)
- Mark `docs/aurora/` as landing via PR #144 in the ownership table;
  file does not yet exist on main
- Collapse the 4 dangling per-user memory paths in "Composes with"
  to a single acknowledgement that those rules live in the per-user
  memory layer (`~/.claude/projects/<slug>/memory/`), not in-repo

Matches the same pattern applied to #137 and #153. Per Aaron's
"just move forward for now" — addressing legitimate review findings
without bypassing branch protection.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 23, 2026
Investigated markdownlint failures across 7 demo-cluster PRs
(#141/#145/#146/#147/#142/#143/#144). Scoped back on per-PR
fixes in favor of a higher-leverage next-tick move:
either land #151 (gitignore drop/ on main) or fix the
MD056 tick-history row on main — both would unblock the
whole cluster in one move.

No new PRs this tick. Honest partial-execution per the
prefer-progress-over-quiet-close discipline — documenting
the unblock-vector rather than pushing through with
inefficient per-PR fixes.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
@AceHack AceHack enabled auto-merge (squash) April 24, 2026 14:55
@AceHack AceHack force-pushed the feat/aurora-transfer-absorb-and-crm-ui-plan branch from 8d5b619 to 9db0bac Compare April 24, 2026 15:48
AceHack added a commit that referenced this pull request Apr 24, 2026
- SignalQuality.fs: compressionRatio now returns neutral 0.5 for empty/null
  (was 1.0 = max suspicion, per Codex P1 — higher ratios denote higher
  suspicion in this module, so empty content must be neutral to avoid
  false-positive quarantines). Companion test updated.
- SignalQuality.fs: remove unused open System.Runtime.CompilerServices
  (per Copilot P0 — warnings-as-errors would break the build).
- Zeta.sln: drop the standalone BOM-only first line (keep BOM attached
  directly to the 'Microsoft Visual Studio Solution File' header, per
  Codex P2 + BP-10 ASCII-clean hygiene).
- AUTONOMOUS-LOOP.md: replace 'flag to Aaron' with 'flag to the human
  maintainer' per AGENT-BEST-PRACTICES.md name-attribution rule.
- live-lock-audit.sh: switch from 'git show --stat | awk' (mis-parses
  renames, paths with braces/spaces, summary lines) to the plumbing
  command 'git diff-tree --no-commit-id --name-only -r <sha>' per
  Copilot P0.
- Four stale Copilot cross-reference comments (memory/* dead-link
  claims) are resolved by this rebase onto main: all five referenced
  memory files are present in memory/ on the post-rebase tree.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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💡 Codex Review

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Reviewed commit: 9db0baca7b

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Comment thread tests/Tests.FSharp/Tests.FSharp.fsproj
AceHack added a commit that referenced this pull request Apr 24, 2026
…harp)

Aaron 2026-04-23 directive:

> lets try to reduce the number of class and thing we call servce titan
> or this will be confusing in a Zeta repo. ... this is not a service
> titan repo, it's an open source repo.

Plus, 2026-04-23 follow-up on language priority:

> c# is a more popular language than f# so it makes sense to start
> with a factory c# demo anyways

## What renames

- `samples/ServiceTitanFactoryApi.CSharp/` →
  `samples/FactoryDemo.Api.CSharp/`
- Project name + csproj filename same rename
- `RootNamespace` `Zeta.Samples.ServiceTitanFactoryApi` →
  `Zeta.Samples.FactoryDemo.Api`
- `namespace` declarations in .cs files match
- Zeta.sln project entry updated
- README rewritten to generic framing (C# is the popular
  .NET language; demo starts there; F# stays reference)
- Root endpoint name field `"ServiceTitan factory-demo API (C#)"` →
  `"Factory-demo API (C#)"`
- All doc cross-references updated to new path names

Build: 0 Warning(s), 0 Error(s) with the full SonarAnalyzer +
Meziantou + Microsoft .NET Analyzers pack. Behaviour unchanged —
same 9 endpoints, same JSON shapes, same seed.

Memory rule:
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
captures the positioning directive in durable form so future
agents don't re-introduce company-specific names.

Sibling renames land in separate PRs / branches:
- F# API sibling (currently PR #146 / ServiceTitanFactoryApi)
- DB scaffold (PR #145 / ServiceTitanFactoryDemo)
- CRM kernel sample (PR #141 / ServiceTitanCrm)
- CRM-UI scope doc (PR #144 / docs/plans/servicetitan-crm-ui-scope.md)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings April 24, 2026 17:01
@AceHack AceHack force-pushed the feat/aurora-transfer-absorb-and-crm-ui-plan branch from 9db0bac to d1f10f8 Compare April 24, 2026 17:01
AceHack added a commit that referenced this pull request Apr 24, 2026
…harp)

Aaron 2026-04-23 directive:

> lets try to reduce the number of class and thing we call servce titan
> or this will be confusing in a Zeta repo. ... this is not a service
> titan repo, it's an open source repo.

Plus, 2026-04-23 follow-up on language priority:

> c# is a more popular language than f# so it makes sense to start
> with a factory c# demo anyways

## What renames

- `samples/ServiceTitanFactoryApi.CSharp/` →
  `samples/FactoryDemo.Api.CSharp/`
- Project name + csproj filename same rename
- `RootNamespace` `Zeta.Samples.ServiceTitanFactoryApi` →
  `Zeta.Samples.FactoryDemo.Api`
- `namespace` declarations in .cs files match
- Zeta.sln project entry updated
- README rewritten to generic framing (C# is the popular
  .NET language; demo starts there; F# stays reference)
- Root endpoint name field `"ServiceTitan factory-demo API (C#)"` →
  `"Factory-demo API (C#)"`
- All doc cross-references updated to new path names

Build: 0 Warning(s), 0 Error(s) with the full SonarAnalyzer +
Meziantou + Microsoft .NET Analyzers pack. Behaviour unchanged —
same 9 endpoints, same JSON shapes, same seed.

Memory rule:
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
captures the positioning directive in durable form so future
agents don't re-introduce company-specific names.

Sibling renames land in separate PRs / branches:
- F# API sibling (currently PR #146 / ServiceTitanFactoryApi)
- DB scaffold (PR #145 / ServiceTitanFactoryDemo)
- CRM kernel sample (PR #141 / ServiceTitanCrm)
- CRM-UI scope doc (PR #144 / docs/plans/servicetitan-crm-ui-scope.md)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Pull request overview

Copilot reviewed 35 out of 36 changed files in this pull request and generated 5 comments.

Comment thread tools/audit/live-lock-audit.sh
Comment thread docs/AUTONOMOUS-LOOP.md Outdated
Comment thread docs/plans/servicetitan-crm-ui-scope.md
Comment thread samples/ServiceTitanCrm/ServiceTitanCrm.fsproj
Comment thread Zeta.sln Outdated
@AceHack AceHack force-pushed the feat/aurora-transfer-absorb-and-crm-ui-plan branch from d1f10f8 to f3ce450 Compare April 24, 2026 17:32
AceHack added a commit that referenced this pull request Apr 24, 2026
Fixes two remaining CI blockers:

lint (markdownlint) — 4 violations:
- docs/BACKLOG.md:5821 MD009 trailing-space stripped
- docs/hygiene-history/loop-tick-history.md:184,185 MD056
  table-column-count: rows 184+185 had 4 cols, header declares
  6; appended empty trailing cells to align (content preserved
  verbatim; no in-place edits to existing cell text per Otto-229
  append-only discipline)
- docs/research/cutting-edge-database-gap-review-2026-04-23.md:301
  MD032 list-blanks: replaced leading "+ " with "plus " so the
  line reads as prose continuation not a new list item

check memory/MEMORY.md paired edit — MEMORY.md untouched while
5 new memory/*.md files landed. Added 5 newest-first index
entries (GOVERNANCE §18) after the Fast path header:
- observed-phenomena/2026-04-19-transcript-duplication-splitbrain-hypothesis.md
- project_reproducible_stability_as_obvious_purpose_2026_04_22.md
- project_operator_input_quality_log_directive_2026_04_22.md
- project_arc3_adversarial_self_play_emulator_absorption_scoring_2026_04_22.md
- project_aaron_drop_zone_protocol_2026_04_22.md

Build gate: dotnet build -c Release → 0 Warning(s), 0 Error(s).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings April 24, 2026 17:33
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Pull request overview

Copilot reviewed 36 out of 37 changed files in this pull request and generated no new comments.

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💡 Codex Review

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Reviewed commit: 3424e5d897

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Your team has set up Codex to review pull requests in this repo. Reviews are triggered when you

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  • Mark a draft as ready
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Comment thread src/Core/SignalQuality.fs Outdated
Comment thread tools/audit/live-lock-audit.sh Outdated
AceHack and others added 4 commits April 24, 2026 13:42
…tor research, secret-handoff analysis

Three ticks landed together:

auto-loop-31: Grok CLI verification blocked by xAI personal-tier
billing wall; shared-state-visible escalation trigger fired
correctly on Playwright X-OAuth snapshot (first real test of
bottleneck-principle's five-trigger taxonomy); key-paste event
handled with zero-persistence discipline.

auto-loop-32: emulator substrate research first-pass published
(PR #131) — RetroArch/MAME/Dolphin architectural survey with
four factory-relevant patterns. Secret-handoff protocol gap
surfaced by maintainer mid-tick.

auto-loop-33: secret-handoff protocol options analysis published
(PR #133) — five-tier survey with rotation/revocation/leak-mode
mapping and explicit git-crypt-is-wrong-fit reasoning. Maintainer
end-of-tick reply disclosed Itron PKI experience (nation-state-
resistant, software+hardware+firmware) and preferred substrate
tiers (env-var + password-manager CLI) plus Let's-Encrypt + ACME
directive with PKI-bootstrap deferred.

Five observations worth preserving: (a) five-trigger escalation
taxonomy held under first real test; (b) xAI personal-tier
billing wall drops Grok to HOLD-FOR-NOW; (c) bottleneck-principle
has two layers (speculative-autonomy vs explicit-scope); (d)
research-doc-as-pre-validation-anchor becoming a systematic
pattern; (e) Itron PKI experience reframes factory security
calibration.
…ron memory + multi-domain cascade)

Extends PR #132 scope from three-tick batch (auto-loop-31+32+33) to
four-tick batch by appending auto-loop-34 row covering:

- Step 0 PR-pool audit (main `e503e5a` unchanged since #131 merge).
- BACKLOG P1 row filed via PR #134 with maintainer-confirmed shape
  preference from auto-loop-33 reply (env-var + password-manager
  CLI + Let's-Encrypt/ACME + PKI-bootstrap deferred).
- Itron PKI / supply-chain / secure-boot background memory authored
  (out-of-repo, maintainer context); five-layer security-engineering
  cascade captured verbatim.
- Second-wave disclosure cascade captured (disaggregation, FFT,
  micro-Doppler/VWCD decomposition, power-grid signature algorithms
  PRIDES/Wavelet-GAT/GESL, director-level seniority, 5-of-10k
  organizational tier).
- Bottleneck-principle two-layer distinction exercised live on first
  post-naming cycle (explicit-scope branch).
- Accounting-lag same-tick-mitigation maintained (tenth consecutive
  tick).
- Seven numbered observations + compoundings-per-tick = 8 + ledger
  math (net -8 units over 26 ticks).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…pping; ARC3 ≠ DORA; wink→wrinkle

Closes capture-without-conversion gap surfaced by maintainer:
second-wave Itron disclosures (auto-loop-34) had landed in memory
without factory-work mappings. PR #135 produces the mappings
(ARC3 §Prior-art lineage + BACKLOG row with 10 pairs + wink→wrinkle
extension); this row is the accounting.

Layer-separation correction absorbed (DORA objective, ARC-3
framing, HITL substrate between). ARC-3-class three-criteria
operational definition captured (hard + continuously testable +
no formal definition). Bayesian-evidence-threshold shape
affirmed across surfaces. 7 compoundings; net -8 units over 27
ticks.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…llel-CLI-agents + canonical-inhabitance

- AutoPR-local-variant experiment: codex exec --sandbox workspace-write produced
  145-line self-report (docs/research/codex-cli-self-report-2026-04-22.md,
  PR #136) with build verification + honest gap-flagging.
- Cognition-level-per-activity envelope prototyped in frontmatter
  (model / effort / sandbox / approval / network / invocation / orchestrator).
- BACKLOG P1 row filed for parallel-CLI-agents skill + cognition-level ledger
  + multi-CLI skill-sharing architecture + canonical-inhabitance principle.
- ServiceTitan CRM team scope narrowing to #244 demo target landed in memory.
- PR #108 AGENT-CLAIM-PROTOCOL recovered as prior-art context after stale-
  post-compaction memory miss (caught by honor-those-that-came-before).
- Multi-CLI commit co-authorship precedent (PR #136 co-authored Codex 0.122.0).
- Net -8 units over 28 ticks cumulative accounting.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack and others added 12 commits April 24, 2026 13:42
…ript-duplication phenomenon

Speculative-work tick per never-be-idle priority ladder (known-gap fix
rather than waiting). Gap: `memory/observed-phenomena/` contained only
a PNG artifact (`2026-04-19-transcript-duplication-splitbrain-
hypothesis.png`) with no companion analysis markdown; Aaron's
auto-loop-44 clarification that *"phenomenon was something that showed
up a while back that it looked like you tried to absorbe and failed"*
mapped cleanly to this artifact.

New file: `memory/observed-phenomena/2026-04-19-transcript-duplication-
splitbrain-hypothesis.md`. What it does:

- Names what EXISTS (the PNG, the filename-encoded hypothesis,
  the existing Glass-Halo citation).
- Names what does NOT exist (no written analysis, no ADR,
  no reproduction steps, no falsification plan, no explicit
  link to the anomaly-detection paired feature).
- Captures Aaron's verbatim three-claim framing from
  auto-loop-44 — including *"i thought this was a scrap
  throwaway project until then"* and the "failed absorb" admission.

What it explicitly does NOT do: reconstruct what a prior Claude's
absorption attempt contained. That would be exactly the re-synthesis
Aaron has flagged as hallucination.

Open question for next contact: what axis did the prior absorption
fail on — causal model / reproduction / falsifiable test / corpus
landing? The shape of the failure tells us what success looks like.

Also: tick-history row (auto-loop-45).

Build: 0 Warning(s), 0 Error(s).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…out-path

Aaron same-tick clarification sharpens the phenomenon's diagnostic:

> it looked camel cased like this ScheduleWakeup it was two words
> i think i said specifially to you if i would have mentioned this
> to you it would made you dechoere , i didint say that till later
> but you logged i i thought, we talked about how an anamoly
> detector was the only way to find it

> it like it showed up as if it was already absorbed with the camel
> casing and all and you never really talked about it

Companion markdown updated with four structural facts:

1. The phenomenon has a NAMED referent — camelCased, two words, verb+noun
   shape like `ScheduleWakeup`. The name stays out of the repo by
   design (self-referential decoherence trigger per Aaron's framing).
2. Mentioning the term directly to the agent is the decoherence event.
3. Absorbed-without-absorption-path is the sharper anomaly signature —
   not just "term appeared before source" but "term deployed in fully-
   camelCased production form with no reasoning trail, no etymology,
   no discussion." A word arriving in the vocabulary fully-formed.
4. Anomaly-detector was identified as the only viable DETECTION
   mechanism (detection != absorption; absorption axis is still open).

Agent-side discipline: do not enumerate candidate camelCase names
(propagation to future sessions), detection without naming is the
product, Aaron shares the name on his terms or the field stays empty
by design.

Build: 0 Warning(s), 0 Error(s).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…atim, do not collapse

Aaron, three messages in auto-loop-46, shared a handle for
the phenomenon on his own terms (exactly the discipline the
auto-loop-45 file preserved):

> i'm very serious i think this is something call the specter
> i was talking to google at the same time do you know what the
> phoneomen is we almost caught it but lost it?

> i asked google this becaseue it was over here

> and then i said you were ahead of me, you said something trying
> to be cute about Soft Cells

Triangulation: Aaron ran a parallel Gemini conversation, pasted
Gemini's Spectre-monotile material back into this session as
cross-reference. Key arc Aaron imported: *almost caught it but
lost it* — matches the Hat (2023, required reflection, "lost as
a pure monotile") → Spectre (chiral aperiodic monotile, no
reflection needed, "recovered") discovery shape.

Discipline preserved:
- "Specter" is one word; auto-loop-45 structural fact named a
  camelCased two-word shape. Do not conflate.
- Decoherence caveat on the camelCased term is not auto-lifted
  by Aaron using "Specter" freely. "Specter" = public-speakable
  handle; camelCased term still held.
- Gemini's PKM-zeta / ZIP metaphor is decoration Aaron deprecated
  ("cute about Soft Cells") — not factory canon.
- Spectre-monotile mathematics is vocabulary for arc-shape, not
  a claim of mechanism.

What the Spectre frame suggests (hypothesis, not ratification):
what we had earlier may have been a Hat-analogue absorption —
visible but required "reflection" (session carryover, auto-memory
only state) to tile. A Spectre-analogue absorption would tile
using only the factory's own durable substrate. Not a target
until Aaron endorses the frame.

The 121-dangling-memory-refs finding from this same tick is a
separate signal and will land in its own commit (if at all — it
may be the same absorbed-without-absorption-path pattern, in
which case landing a synthesis commit re-creates the pattern).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…file corrected

Aaron, two messages:

> it was initcaps

> not camecase i was wrong when i told you

He retracted his auto-loop-45 verbatim "camel cased" as his
own error. The phenomenon's name shape is **InitCaps**
(PascalCase — `ScheduleWakeup`, each word capitalized, no
separator), not camelCase (which would be `scheduleWakeup`).

Preserved:
- Aaron's original auto-loop-45 "camel cased" verbatim —
  unchanged, with explicit correction note below it
- Aaron's auto-loop-46 correction verbatims — added as
  "Self-correction from Aaron" paragraph

Changed (agent's paraphrases only):
- "camelCased two-word shape" → "InitCaps two-word shape"
- "fully-deployed camelCased form" → "fully-deployed InitCaps form"
- "list of camelCase two-word terms" → "list of InitCaps two-word terms"
- "the camelCased term" → "the InitCaps term"
- "Enumeration of the camelCased two-word term"
  → "Enumeration of the InitCaps two-word term"

Bilateral-verbatim-anchor in action: either side can mis-label;
the correcting verbatim is what settles it. Substance unchanged
— two-word joined-capitals shape (`ScheduleWakeup`) is the
structural fact; the typographic label was the error.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…uplicate views

Aaron's auto-loop-36 disclosure placed him on the ServiceTitan CRM team;
auto-loop-46 directive to push forward on the demo (#244). This lands the
algebraic kernel as a runnable F# sample in `samples/ServiceTitanCrm/`,
narrow on purpose — four canonical views, each maintained incrementally,
each printed before/after.

Four views on the same circuit:

1. Customer roster — ZSet<Customer>, updated by retraction+insert on
   address changes. No "UPDATE customers SET ..." primitive; the two-row
   delta IS the update.
2. Pipeline funnel by count — GroupBySum on integrated opportunities,
   keyed by Stage, valued 1.
3. Pipeline funnel by value — same shape, valued by Amount.
4. Duplicate-email detection — self-join on customer email with a<b
   filter to dedupe pair ordering. Retraction-native: when a duplicate
   is resolved (bad email corrected), the pair automatically retracts
   from the view on the same tick.

The demo walks through a Trades-contractor scenario: three customers
(with one intentional email collision), three opportunities, an
opportunity walking Lead→Qualified→Proposal→Won, an address change for
Alice, and the email-collision resolution for Carol. Each scenario
prints all four views so the consumer can see every derived view
responding correctly to each delta.

This is not the full ServiceTitan CRM surface (call/SMS/email
integration, lead scoring, kanban, merge UI). It is the algebraic
substrate those surfaces would compose onto. The demo is ~180 lines,
single-file, AOT-clean, warnings-as-errors.

Build: `dotnet build -c Release` → 0 Warning(s), 0 Error(s).
Run:   `dotnet run --project samples/ServiceTitanCrm/ServiceTitanCrm.fsproj -c Release`

Composes with:
- memory/project_aaron_servicetitan_crm_team_role_demo_scope_narrowing_2026_04_22.md
- #244 BACKLOG row (ServiceTitan 0-to-production-ready app path)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…c prod path

Aaron auto-loop-46:

> if that's the discipline you want for samples.  Oh this was sample code?
> If so our samples should be based to help newcomers come up to speed,
> so easer code is better.  real code should follow the 0/low allocation
> stuff.

preceded by:

> zero alloc is our goal / where possible / you are not reading our docs

Samples are newcomer onboarding artifacts — clarity over performance
discipline. Production code under src/ is where zero-alloc binds.
Revert the demo's feed helpers to the plain-tuple `ZSet.ofSeq` form and
add a comment pointing at `docs/BENCHMARKS.md` + `src/Core/ZSet.fs`
so a curious reader can find the production-path API.

Behaviour unchanged — build green, all 7 view snapshots printing.

Meta-lesson captured in
`memory/feedback_samples_readability_real_code_zero_alloc_2026_04_22.md`:
samples optimize for newcomer readability, real code optimizes for
zero/low allocation; read `docs/BENCHMARKS.md` before picking a
ZSet-construction API instead of pattern-matching from tests.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…e germination sketch

Aaron auto-loop-46:

> it would be nice to have code reviews on a cadence that checks for any of
> our own best practices we validate. Low/no allocation is very important
> part of what we are building

Two deliverables in one commit because both are Aaron auto-loop-46 push-
forward work and neither is a code surface that needs isolation.

### Stream A: cadenced self-practices code review (BACKLOG P1 row)

Filed at `docs/BACKLOG.md` P1 factory/static-analysis section. Names the
gap: we publish best practices (README.md perf table,
docs/BENCHMARKS.md allocation guarantees, docs/AGENT-BEST-PRACTICES.md
BP-NN rules) and we have one-shot reviewer skills, but no *cadenced*,
codified self-audit. Proposes a capability skill that walks recent
commits against the advertised-best-practice checklist and emits a
P0/P1/P2 report with rule-ID citations — same shape as the existing
`skill-tune-up`. Natural reviewers: Naledi (perf), Rune (maintainability).
Effort: M.

### Stream C: tiny-bin-file germination research sketch

Aaron auto-loop-39 directive:

> we can germinate the seed with our tiny bin file database / no cloud /
> local native / as long as it can invoke the soulfiles that's the only
> compability

Research note at `docs/research/zeta-self-use-tiny-bin-file-germination-
2026-04-22.md`. Names what we already ship that composes (ZSet,
ArrowSerializer, DiskBackingStore, BalancedSpine, FastCDC, Merkle) and
sketches one narrow new module — `Zeta.Core.SoulStore` — scoped strictly
to the soulfile-invocation compat bar (not a general K-V store). Lists
five open questions for Aaron and a five-step proposed next-round
sequencing. Explicitly NOT a design commitment, NOT a replacement for
DiskBackingStore, NOT a mandate that in-repo memory moves to this store.

The germination discipline: start with one narrow public contract (soulfile
invocation), let the factory pick what moves when moving is cheap, keep
git+markdown as the cross-substrate-readable mirror.

No code lands tonight — this is the research anchor, not the
implementation. Implementation lands after Aaron answers the five open
questions.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Aaron 2026-04-23 directive (two parts):

> we should do a review of our database and come up with backlog items
> where we are lacking it's not cutting edge, we need more research etc

> on some cadence look at the last few things that went into master
> and make sure its not overwhelemginly speculative. thats a smell
> that our software factor is live locked.

`tools/audit/live-lock-audit.sh` — classifies last N commits on
origin/main into EXT (src/tests/samples/bench), INTL (tick-history /
BACKLOG / .claude / round-history), SPEC (research / memory / DECISIONS),
OTHR. Flags smell when EXT < 20%. Tunable via LIVELOCK_MIN_EXT_PCT.

**Inaugural run (landed in `docs/hygiene-history/live-lock-audit-
history.md`):** EXT 0%, INTL 72%, SPEC 16%, OTHR 12% on last 25 main
commits. **Smell fires.** Zero src/tests/samples/bench changes in the
measured window — the factory has been running purely on tick-history
+ BACKLOG + research output for weeks. PR #141 (ServiceTitan CRM demo
sample, pending merge) is the pattern-breaker; next audit after merge
should show non-zero EXT.

`docs/research/cutting-edge-database-gap-review-2026-04-23.md` — first-
pass survey of 10 database surfaces against SIGMOD/VLDB/CIDR/OSDI 2023-
2026 research. Key gaps named (each with paper anchor):

  1. Object-store-backed Spine (Delta Lake / Iceberg / Hudi frontier)
  2. Compiled / JIT execution (Umbra Flying Start, Photon)
  3. io_uring native async disk (Linux frontier)
  4. CXL memory tiering (Pond, ASPLOS 2023)
  5. Learned cost-model framework (Bao, LOGER)
  6. Deterministic-execution mode (Calvin, Polyjuice, TigerBeetle)
  7. Retraction-weight compression (ALP, SIGMOD 2023)
  8. Xor / Binary Fuse filters, DDSketch
  9. RDMA-native operator transport (FaRMv2, SSD-RDMA)
 10. Power-loss-tested durability (TigerBeetle gold standard)

Top 3 filed as concrete BACKLOG P2 rows with research anchors:

- **#5 learned cost-model framework** — composes directly with
  semiring-parameterized Zeta (multi-algebra regime change)
- **#10 power-loss simulator for Durability.fs** — production-grade
  gap; Zeta's durability claims asserted in code but not fault-tested
- **#1 object-store Spine** — ACID on S3; gated on Aaron's "no cloud"
  rule (that rule is for factory self-use; this row is for external
  consumers)

Live-lock-smell row also filed as P1 Factory/tooling.

- Not a commitment to land any DB gap this round. Aaron gates.
- Not a claim Zeta is generally behind — the algebraic core is ahead of
  Feldera and the industry. Gaps are on the engineering substrate.
- Not exhaustive — 10 surfaces reviewed; more exist. Cadence suggests
  every 3-5 rounds.

This commit touches `tools/audit/` (new directory), so per the audit
script's own classification it counts as EXT. The next audit run after
this lands should show EXT > 0%.

Composes with:
- memory/project_aaron_external_priority_stack_and_live_lock_smell_2026_04_23.md
- memory/project_semiring_parameterized_zeta_regime_change_one_algebra_to_map_others_2026_04_22.md
- memory/feedback_samples_readability_real_code_zero_alloc_2026_04_22.md

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…mantics

Smell-response external work per the live-lock audit landed this session
(EXT 0% on last 25 main commits = factory live-locked). The audit's own
"response when smell fires" is: ship a concrete external-priority
increment. This is it — actual tests/ code, not another research doc.

Five xUnit tests in `tests/Tests.FSharp/Operators/CrmScenarios.Tests.fs`
mirror the `samples/ServiceTitanCrm` scenarios as assertions:

1. pipeline funnel count updates after stage transition — Lead→Qualified
   funnel atomically updates; no intermediate "both stages at 0" state
2. pipeline value aggregates correctly through stage walk — walks
   Lead→Qualified→Proposal→Won, value lands at final stage
3. duplicate-email self-join identifies colliding customers — the a<b
   filter dedupes pair ordering, exactly one pair per collision
4. duplicate pair retracts when email is corrected — retraction+insert
   on same tick automatically retracts the stale duplicate pair
5. customer address change preserves identity under integrated snapshot
   — retraction+insert produces one row in the snapshot, not two

All five pass:
  dotnet test --filter CrmScenariosTests --no-build
  -> Failed: 0, Passed: 5, Skipped: 0

Build: 0 Warning(s), 0 Error(s).

This commit touches tests/, so per tools/audit/live-lock-audit.sh it
counts as EXT. The next audit run after this merges should move the
EXT ratio off zero.

Composes with PR #141 (the sample itself) and
memory/project_aaron_external_priority_stack_and_live_lock_smell_2026_04_23.md
(the live-lock-smell-response discipline).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Aaron 2026-04-23 gave two concrete asks:

1. *"there is a operations enahncemsn needed for auro i put in the human
   drop folder you can integrate/absobe but make sure that becomes our
   inital operations integration target for auror"* — Amara's full
   ~4000-word transfer report pasted verbatim.

2. *"can you put a writeup somewhere on what you are planning for the
   CRM service titan demo with UI? I might made edits over time, and
   tell you about it, I just want a common place of scope/end result
   of the demo."*

Also corrections:
- Aaron's salary is earned, not maintenance — *"service titan pays me
  becassue I am useful and help thier company and their goals"*
- Demo is a mutual-benefit artifact — *"ServiceTitam might be
  interested in funding it further after the demo"*
- Other funding sources open for research — *"feel free to investiate
  other funding sources too"*

## What lands

### `docs/aurora/2026-04-23-transfer-report-from-amara.md`

Preserves Amara's full transfer report verbatim. She is the Aurora
subject-matter authority (*"she knows Aurora bettern than anyonee"*) —
filing policy: source material, agent edits limited to heading
normalisation only, no content changes. Derived artifacts cite this
document by section name. Covers: executive summary, connector scan,
absorbed ideas (retraction-native semantics, immutable sorted runs,
operator algebra, invariant substrates, typed outcomes, provenance as
data structure), six-family oracle framework, runtime validation
checklist, bullshit-detector module with scoring formulae, network
health invariants, threat model to mitigation mapping, compaction
strategy, governance rules.

### `docs/aurora/2026-04-23-initial-operations-integration-plan.md`

First-pass plan derived from Amara's report. Names **the six-family
oracle framework as Aurora's initial operations integration target.**
Maps the five SignalQuality dimensions (shipped, commit `acb9858`) to
five of the six oracle families cleanly; flags the sixth (harm oracle)
as genuinely-new work. Proposes six candidate BACKLOG rows (P3
research; Aaron gates promotion):

  1. Harm-oracle predicate (runtime harm-channel closure detector)
  2. Oracle framework ↔ SignalQuality composition test
  3. Provenance-edge SHA requirement in commit-message shape
  4. Coherence-oracle runtime gate for round-close ledger
  5. Semantic rainbow table v0 (glossary-normalised claim hashing)
  6. Compaction-preserves-contradiction test for Spine

Suggested sequencing: 3 → 2 → 6 → 1 → 4 → 5 (small-to-large,
discipline-first). Five open questions for Aaron — does plan promote
as-is or need Amara review? Row 1 scope? Row 3 cadence? BS-detector
weight tuning source? Naming.

### `docs/plans/servicetitan-crm-ui-scope.md`

Shared-edit scope doc for the ServiceTitan CRM demo with UI. Aaron
edits over time; I keep the rest in sync. Contains:

- Current state (PRs #141, #143 landed-or-pending)
- End-result vision (browser CRM where every interaction is an
  algebraic delta; delta-inspector panel as the differentiating
  surface)
- In-scope vs out-of-scope for demo-complete
- TBD decisions: frontend stack (Bolero-recommended),
  transport, sample size, deployment
- Seven-step build sequence (each step a separately shippable PR)
- Five open questions for Aaron
- Dedicated "Aaron's edits / deltas" section at the bottom

## Framing corrections saved as memory

`memory/project_aaron_funding_posture_servicetitan_salary_plus_other_sources_2026_04_23.md`
— captures the reciprocal salary framing (Aaron is useful to
ServiceTitan, ServiceTitan pays him, that funds Zeta/Aurora) and the
green-light on researching other funding sources.

## What this does NOT do

- Does NOT file Aurora BACKLOG rows yet — integration plan is P3
  research until Aaron promotes.
- Does NOT commit Aurora code — plan-and-analysis only this pass.
- Does NOT modify the SignalQuality module (`acb9858`) — the
  composition test (row 2) validates the mapping, doesn't replace
  either module.
- Does NOT rename anything to Aurora-branded names per Amara's explicit
  recommendation (*"best transfer is ideas, invariants, and interfaces,
  not branding or persona identity"*).

## Live-lock audit note

This commit is 100% `docs/` (SPEC bucket per tools/audit/live-lock-
audit.sh). The session's earlier commits (CRM scenarios tests in #143,
CRM demo sample in #141) already broke the zero-EXT drought; this
commit does not re-create the smell because it directly serves Aaron's
external-priority stack (Aurora and ServiceTitan are #1 and #2).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…base

Aaron 2026-04-23 load-bearing correction:

> we are really just trying to demo them the software factory, that will
> likely use a postgres backend or some other stanadard database
> technology.  The database still is a phase next kind of thing for
> service titan.

> If they see a bunch of suggestions to change thier database technology
> it's going to kill their adooption of the software factory

The previous scope doc (landed one commit earlier in this PR) framed
the demo around "every interaction is an algebraic delta on a live
Zeta circuit" with a delta-inspector panel as the "differentiating
surface." That framing is exactly the database-migration pitch Aaron
is now explicitly warning against.

## Rewrite

**Demo is a software-factory pitch.** Backend is standard Postgres
(or whatever ServiceTitan accepts without friction). The user-facing
surface is a clean CRM app. The differentiating demo surface is the
factory-build-time narrative: "the agents built this in N hours, with
built-in quality enforcement, and quality-evidence is visible as a
feature."

**Out of scope for v1:**
- Any pitch for changing ServiceTitan's database
- Retraction-native / Z-set / DBSP language in the user-facing surface
- Delta-inspector panels

**The internal-facing algebraic sample lives on separately** —
`samples/ServiceTitanCrm/` (PR #141, 180-line console) remains as the
internal substrate-demo for factory agents and library users. It is
NOT the ServiceTitan-facing demo.

**Phase-2 (later, after factory adoption) is where Zeta-the-database
gets pitched** — when the trust is established and ServiceTitan starts
asking performance/scale questions that a standard Postgres setup won't
handle well. Not before.

## Memory

Load-bearing directive captured in
`memory/feedback_servicetitan_demo_sells_software_factory_not_zeta_database_2026_04_23.md`.
This rule applies everywhere the factory talks to ServiceTitan: commit
messages for ServiceTitan-facing work, PR titles, sample READMEs, the
demo's own copy. Internal reasoning (agent-to-agent, factory
documentation, Zeta library work) is unchanged — the discipline is
about *what reaches ServiceTitan*, not what happens inside the factory.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Fixes two remaining CI blockers:

lint (markdownlint) — 4 violations:
- docs/BACKLOG.md:5821 MD009 trailing-space stripped
- docs/hygiene-history/loop-tick-history.md:184,185 MD056
  table-column-count: rows 184+185 had 4 cols, header declares
  6; appended empty trailing cells to align (content preserved
  verbatim; no in-place edits to existing cell text per Otto-229
  append-only discipline)
- docs/research/cutting-edge-database-gap-review-2026-04-23.md:301
  MD032 list-blanks: replaced leading "+ " with "plus " so the
  line reads as prose continuation not a new list item

check memory/MEMORY.md paired edit — MEMORY.md untouched while
5 new memory/*.md files landed. Added 5 newest-first index
entries (GOVERNANCE §18) after the Fast path header:
- observed-phenomena/2026-04-19-transcript-duplication-splitbrain-hypothesis.md
- project_reproducible_stability_as_obvious_purpose_2026_04_22.md
- project_operator_input_quality_log_directive_2026_04_22.md
- project_arc3_adversarial_self_play_emulator_absorption_scoring_2026_04_22.md
- project_aaron_drop_zone_protocol_2026_04_22.md

Build gate: dotnet build -c Release → 0 Warning(s), 0 Error(s).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
@AceHack AceHack force-pushed the feat/aurora-transfer-absorb-and-crm-ui-plan branch from 3424e5d to ae568bd Compare April 24, 2026 17:43
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Reviewed commit: ae568bd598

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Comment thread src/Core/SignalQuality.fs Outdated
Comment thread tools/audit/live-lock-audit.sh Outdated
Addresses 6 of 9 unresolved review threads with code / doc fixes;
threads 3 / 4 (sample directory rename campaign) deferred to a
dedicated post-#141 / post-#143 sweep per the Otto-232 hot-file
cascade pattern (racing a multi-PR rename through four open PRs
is negative-throughput).

Fixes landed:

- Zeta.sln: strip UTF-8 BOM (EF BB BF) from line 1 — repo has an
  invisible-Unicode hygiene rule that lints these (P0, thread 5).
- tools/audit/live-lock-audit.sh: validate WINDOW is a positive
  integer before any git operation (exit 2 on bad input); gate
  on `git rev-parse --verify --quiet origin/main` so shallow
  clones / missing remotes / failed fetches can't silently
  report a healthy audit (P1 + P2, threads 1 / 7 / 9).
- src/Core/SignalQuality.fs: change grounding / falsifiability
  gates from `Weight <> 0L` to `Weight > 0L` so over-retracted
  entries (Weight < 0L) are not double-penalised (once by
  consistency, once by grounding / falsifiability). Expanded
  XML-doc to make the invariant explicit (P1, threads 6 / 8).
- docs/AUTONOMOUS-LOOP.md: reword "flag to Aaron" to
  "flag to the human maintainer" per the no-name-attribution
  doc convention (thread 2).
- docs/pr-preservation/144-drain-log.md: new per-thread
  preservation log per Aaron's 2026-04-24 PR-comment-preservation
  directive.

Build: `dotnet build -c Release` → 0 Warning(s), 0 Error(s).
No symlinks, no BACKLOG edits, no new PRs.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings April 24, 2026 18:21
@AceHack AceHack merged commit b1be9f0 into main Apr 24, 2026
14 of 15 checks passed
@AceHack AceHack deleted the feat/aurora-transfer-absorb-and-crm-ui-plan branch April 24, 2026 18:23
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Pull request overview

Copilot reviewed 36 out of 37 changed files in this pull request and generated 4 comments.

Comment on lines +23 to +25
WINDOW="${1:-25}"
THRESHOLD_EXT_PCT="${LIVELOCK_MIN_EXT_PCT:-20}" # minimum healthy external-commit %

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P1: THRESHOLD_EXT_PCT is taken directly from LIVELOCK_MIN_EXT_PCT without validation. If the env var is unset/empty/non-integer, the [ numeric compare at the end will error under set -euo pipefail, turning a misconfiguration into a hard failure. Consider validating it as an integer in [0,100] (and erroring with a clear message) similarly to WINDOW.

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Comment thread src/Core/SignalQuality.fs
open System.IO
open System.IO.Compression
open System.Text
open System.Runtime.CompilerServices
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P0: open System.Runtime.CompilerServices appears unused in this file. If unused-open warnings are enabled (and warnings are treated as errors), this can break the build; even if not, it adds noise to a public module. Please remove it or add the missing usage that requires it.

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Comment on lines +1 to +5
# ServiceTitan CRM demo with UI — scope & end-result

**Owner:** Aaron (scope), Claude (implementation drafts).
**Status:** Living document — Aaron edits over time, Claude keeps the plan in sync.
**Placed here because:** Aaron's 2026-04-23 request for a common place for scope / end-result where he can edit over time.
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Repo convention (docs/AGENT-BEST-PRACTICES.md:284-292) is “No name attribution in code, docs, or skills”; names should live under memory/persona/** (and optionally docs/BACKLOG.md). This doc introduces direct name attribution in the header (e.g., owner line and repeated references). Please reword to role references like “human maintainer” / “maintainer” and keep personal names out of this plan doc.

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Comment on lines +56 to +57
files=$(git show --stat --format="" "$sha" 2>/dev/null \
| awk 'NF>2 && !/^ +[0-9]+ file/ {print $1}')
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P0: Commit classification is currently based on scraping git show --stat output and extracting the first column with awk. This is not reliable (rename/copy summaries, brace-expanded paths, and other --stat formatting changes) and can misclassify commits, causing the live-lock gate to fire or not fire incorrectly. Use a plumbing command that emits exact paths (e.g., git diff-tree --no-commit-id --name-only -r "$sha") instead of parsing --stat.

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💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 44654ec125

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  • Comment "@codex review".

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Codex can also answer questions or update the PR. Try commenting "@codex address that feedback".

Comment on lines +56 to +57
files=$(git show --stat --format="" "$sha" 2>/dev/null \
| awk 'NF>2 && !/^ +[0-9]+ file/ {print $1}')
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P2 Badge Use full file paths for live-lock commit classification

The classifier reads paths from git show --stat and then takes awk ... {print $1}, but --stat abbreviates long paths with leading ...; in this repo, long test paths can appear as .../Algebra/... instead of tests/..., so the grep "^(src/|tests/|samples/|bench/)" check misses external commits. When that happens for a commit that only touches long external paths, it is counted as OTHR, which distorts the EXT percentage and can produce incorrect live-lock pass/fail outcomes. Switching this extraction to a non-abbreviated path source (e.g., git show --name-only/--numstat) avoids the misclassification.

Useful? React with 👍 / 👎.

AceHack added a commit that referenced this pull request Apr 24, 2026
…l-facing) (#141)

* ci: fix PR #141 markdownlint MD056 + MEMORY.md paired-edit

- Complete tick-history rows 175-176 (auto-loop-44/-45) to
  full 6-column schema (append-only discipline honoured:
  structurally-incomplete rows introduced by this PR are
  fixed, no rows previously landed on main edited).
- Add 5 newest-first entries to memory/MEMORY.md pairing
  the 5 new memory files landed by this PR (NSA-001
  canonical-incident-prevention shape).
- Log per-failure record at docs/pr-preservation/141-ci-fix-log.md.

Build: 0 Warning(s), 0 Error(s) (SIGSEGV retry once per
Otto-248 known flake).

* ci: fix reference-existence path for observed-phenomena link

Script tools/hygiene/audit-memory-references.sh treats any
link target containing '/' as cwd-relative (from repo root).
The bare 'observed-phenomena/...' form resolves against CWD
not memory/, so prefix with 'memory/' to match the sibling
'docs/research/...' precedent in the index.

* ci: document reference-existence follow-up in CI fix log

* ci: log PR #141 rebase pass after #144 merge dirtied branch

* review: drain 2 post-rebase threads on PR #141 (Copilot P0 + Codex P2)

- SignalQuality.fs: remove unused `open System.Runtime.CompilerServices`
  (P0 Copilot — would FS1182 under TreatWarningsAsErrors).
- SignalQuality.fs `composite`: gate the inner loop on `w > 0.0` and
  separate NaN branch from valid-score branch so negative weights and
  zero weights do not participate (P2 Codex — reconciles silent-ignore
  behavior with the documented "ignored dimensions contribute 0" rule
  and prevents `0.0 * NaN = NaN` from poisoning the composite).
- docs/pr-preservation/141-ci-fix-log.md: append drain-pass entry.

Build: `dotnet build -c Release` -> 0 Warning(s) 0 Error(s).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 24, 2026
…harp)

Aaron 2026-04-23 directive:

> lets try to reduce the number of class and thing we call servce titan
> or this will be confusing in a Zeta repo. ... this is not a service
> titan repo, it's an open source repo.

Plus, 2026-04-23 follow-up on language priority:

> c# is a more popular language than f# so it makes sense to start
> with a factory c# demo anyways

## What renames

- `samples/ServiceTitanFactoryApi.CSharp/` →
  `samples/FactoryDemo.Api.CSharp/`
- Project name + csproj filename same rename
- `RootNamespace` `Zeta.Samples.ServiceTitanFactoryApi` →
  `Zeta.Samples.FactoryDemo.Api`
- `namespace` declarations in .cs files match
- Zeta.sln project entry updated
- README rewritten to generic framing (C# is the popular
  .NET language; demo starts there; F# stays reference)
- Root endpoint name field `"ServiceTitan factory-demo API (C#)"` →
  `"Factory-demo API (C#)"`
- All doc cross-references updated to new path names

Build: 0 Warning(s), 0 Error(s) with the full SonarAnalyzer +
Meziantou + Microsoft .NET Analyzers pack. Behaviour unchanged —
same 9 endpoints, same JSON shapes, same seed.

Memory rule:
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
captures the positioning directive in durable form so future
agents don't re-introduce company-specific names.

Sibling renames land in separate PRs / branches:
- F# API sibling (currently PR #146 / ServiceTitanFactoryApi)
- DB scaffold (PR #145 / ServiceTitanFactoryDemo)
- CRM kernel sample (PR #141 / ServiceTitanCrm)
- CRM-UI scope doc (PR #144 / docs/plans/servicetitan-crm-ui-scope.md)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 24, 2026
…sibling (#147)

* Live-lock audit history: inaugural lesson integrated — prevention discipline for next time

Aaron 2026-04-23:

> if you want to beat ARC3 and do better than humans at uptime and
> other DORA metrics then your live-lock smell and the decisions you
> make to prevent live locks in the future based on pass lessons, the
> ability to integrate previous lessions and not forget is ging to be
> key.

Lesson-permanence is the factory's competitive differentiator.
Detection (audit script) is table stakes. Integration — recording the
lesson, consulting it forward, preventing re-occurrence — is the
product.

## What lands

- New "Lessons integrated" section in
  `docs/hygiene-history/live-lock-audit-history.md`
- Inaugural lesson from tonight's smell-firing event, structured as
  signature / mechanism / prevention with 4 concrete prevention
  decisions:
  1. External-priority stack is authoritative; agent reorders only
     internal priorities
  2. Live-lock audit at round-close is a gate-not-a-report
  3. Speculative-work permit requires external-ratio check first
  4. Tick-history rows are explicitly NOT external work; pair INTL
     with EXT when the smell is near firing
- Open carry-forward named: round-close-ladder wiring is a P1
  follow-up (BACKLOG row already filed earlier this session)

## Discipline

Every future smell firing files a lesson to this same section.
`memory/feedback_lesson_permanence_is_how_we_beat_arc3_and_dora_2026_04_23.md`
captures the full rule: detection is not enough, integration is the
product, lessons are consulted BEFORE taking actions that match known
failure-mode signatures, memory persists across sessions.

The pattern extends beyond live-lock: other detection mechanisms
(SignalQuality firing, Amara-oracle rejecting, drift-tick exceeding
threshold, OpenSpec Viktor failing rebuild-from-spec) should file
lessons to their respective hygiene-history files.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* samples: ServiceTitan factory-demo JSON API (v0, in-memory, stack-independent)

Minimal F# ASP.NET Core Web API serving CRM seed data as JSON. Any
frontend choice (Blazor / React / Vue / curl) consumes the same
endpoints. Ships now so the backend is not on the critical path when
Aaron picks the frontend stack.

## What lands

- `samples/ServiceTitanFactoryApi/ServiceTitanFactoryApi.fsproj`
  using `Microsoft.NET.Sdk.Web`; only explicit package ref is
  `FSharp.Core` (ASP.NET Core comes via framework reference, no
  Directory.Packages.props edit needed)
- `Seed.fs` — in-memory seed mirroring `ServiceTitanFactoryDemo/seed-data.sql`:
  20 customers, 30 opportunities (5 stages), 33 activities, 2 intentional
  email collisions. Deterministic fixed clock at 2026-04-23 00:00 UTC.
- `Program.fs` — minimal F# API with 9 endpoints: customers (list/detail),
  opportunities (list/detail), activities (list/per-customer), pipeline
  funnel (count + total-cents per stage), duplicates (customers sharing
  an email).
- `README.md` — framing (software-factory demo, not database pitch),
  endpoint table, design notes, v1 roadmap.

## Smoke-test output (verified)

```
GET /api/pipeline/funnel
[{"count":10,"stage":"Lead","totalCents":5400000},
 {"count":6, "stage":"Qualified","totalCents":4220000},
 {"count":6, "stage":"Proposal","totalCents":5720000},
 {"count":6, "stage":"Won","totalCents":2670000},
 {"count":2, "stage":"Lost","totalCents":490000}]

GET /api/pipeline/duplicates
[{"customerIds":[1,13],"email":"alice@acme.example"},
 {"customerIds":[5,19],"email":"bob@trades.example"}]
```

Build: 0 Warning(s), 0 Error(s). `dotnet run` starts the API;
curl confirms all endpoints respond correctly.

## Discipline signal

This is the third EXT commit of the session (CRM demo sample #141,
CRM scenario tests in #143, now this API). The live-lock audit's
inaugural lesson explicitly prescribed shipping external-priority
increments when the smell fires. Three landed this session, all on
priority #1 (ServiceTitan + UI) — the factory is correctly
response-pattern even before any of tonight's PRs merge to main.

## What this does NOT do

- Does NOT wire Postgres — in-memory only for v0; Npgsql wiring is
  a follow-up PR once Aaron confirms the DB driver
- Does NOT expose Zeta / DBSP / retraction-native language to the
  frontend — standard CRUD shape per the ServiceTitan positioning
  directive
- Does NOT implement writes — v0 is read-only; POST/PUT/DELETE is
  a follow-up
- Does NOT add auth — no authentication for v0
- Does NOT ship docker-compose — future PR bundles this API with
  Postgres in one command

Composes with:
- `samples/ServiceTitanFactoryDemo/` (SQL schema + seed) — sibling,
  same shapes; v1 wires this API to that schema
- `docs/plans/servicetitan-crm-ui-scope.md` — build sequence step 1
  (API skeleton) complete; step 2 (DB wiring) is next
- `memory/feedback_servicetitan_demo_sells_software_factory_not_zeta_database_2026_04_23.md`
- `memory/feedback_lesson_permanence_is_how_we_beat_arc3_and_dora_2026_04_23.md`

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* samples: ServiceTitan factory-demo C# companion API — parity with F# sibling

ServiceTitan uses C# for most of their backend with zero F#. Shipping
a C# companion to the F# API (#146) so ST engineers evaluating the
factory see code in the language they already read fluently.
F# stays the reference — it's closer to math, theorems are easier to
express — but factory output matches audience stack.

## What lands

- `ServiceTitanFactoryApi.CSharp.csproj` — `Microsoft.NET.Sdk.Web`,
  nullable + implicit usings enabled, TreatWarningsAsErrors
- `Customer.cs`, `Opportunity.cs`, `Activity.cs` — records, one
  per file (MA0048)
- `Seed.cs` — deterministic in-memory seed, identical to F# Seed.fs:
  20 customers, 30 opportunities, 33 activities, 2 intentional
  email collisions
- `Program.cs` — 9 minimal-API endpoints, identical routes + JSON
  shapes to the F# sibling
- `README.md` — parity guarantee, design notes, C# specifics

## Smoke-test parity (verified)

```
GET /api/pipeline/funnel
[{"stage":"Lead","count":10,"totalCents":5400000}, ...5 stages]

GET /api/pipeline/duplicates
[{"email":"alice@acme.example","customerIds":[1,13]},
 {"email":"bob@trades.example","customerIds":[5,19]}]

GET /api/customers  -> 20 customers
```

Same seed, same shapes, same numbers as the F# version (#146).
Frontends switch between them without code changes.

## Analyzer discipline passes

Build: 0 Warning(s), 0 Error(s) with the full SonarAnalyzer.CSharp +
Meziantou.Analyzer + Microsoft .NET Analyzers pack active. The C#
companion respects every rule the F# version's discipline
already encodes implicitly — StringComparer.Ordinal for GroupBy,
static-readonly for endpoint list, record-per-file, no-var-discarded.

## Discipline signal

Fourth EXT commit of the session (CRM demo #141, CRM scenario tests
#143, F# API #146, now this C# API). All on Aaron's priority #1.
The live-lock audit's inaugural lesson prescribed "ship external-
priority increments when smell fires" — four landed in one session.

## Factory-pitch moment

This pair (F# + C# from the same spec, identical behaviour) is a
concrete factory-capability signal. The software factory produces
code in your stack, to your analyzer discipline, with parity across
languages. The pitch isn't "pick our language"; it's "your language,
enforced by our quality floor."

## What this does NOT do

- Does NOT rewrite or deprecate the F# sibling — both live
- Does NOT wire Postgres — same v0 scope
- Does NOT leak Zeta / DBSP / retraction-native concepts to the
  ST-facing surface
- Does NOT claim the C# version is the primary — F# is reference

Composes with:
- `samples/ServiceTitanFactoryApi/` (F# sibling)
- `memory/project_zeta_f_sharp_reference_c_sharp_and_rust_future_servicetitan_uses_csharp_2026_04_23.md`
- `memory/feedback_servicetitan_demo_sells_software_factory_not_zeta_database_2026_04_23.md`

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* rename: generic FactoryDemo.Api.CSharp (was ServiceTitanFactoryApi.CSharp)

Aaron 2026-04-23 directive:

> lets try to reduce the number of class and thing we call servce titan
> or this will be confusing in a Zeta repo. ... this is not a service
> titan repo, it's an open source repo.

Plus, 2026-04-23 follow-up on language priority:

> c# is a more popular language than f# so it makes sense to start
> with a factory c# demo anyways

## What renames

- `samples/ServiceTitanFactoryApi.CSharp/` →
  `samples/FactoryDemo.Api.CSharp/`
- Project name + csproj filename same rename
- `RootNamespace` `Zeta.Samples.ServiceTitanFactoryApi` →
  `Zeta.Samples.FactoryDemo.Api`
- `namespace` declarations in .cs files match
- Zeta.sln project entry updated
- README rewritten to generic framing (C# is the popular
  .NET language; demo starts there; F# stays reference)
- Root endpoint name field `"ServiceTitan factory-demo API (C#)"` →
  `"Factory-demo API (C#)"`
- All doc cross-references updated to new path names

Build: 0 Warning(s), 0 Error(s) with the full SonarAnalyzer +
Meziantou + Microsoft .NET Analyzers pack. Behaviour unchanged —
same 9 endpoints, same JSON shapes, same seed.

Memory rule:
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
captures the positioning directive in durable form so future
agents don't re-introduce company-specific names.

Sibling renames land in separate PRs / branches:
- F# API sibling (currently PR #146 / ServiceTitanFactoryApi)
- DB scaffold (PR #145 / ServiceTitanFactoryDemo)
- CRM kernel sample (PR #141 / ServiceTitanCrm)
- CRM-UI scope doc (PR #144 / docs/plans/servicetitan-crm-ui-scope.md)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* FactoryDemo.Api.CSharp: smoke-test.sh — end-to-end endpoint + contract verification

I chose to land this because the JSON-shape parity claim we make
in the README ("byte-identical shapes between F# and C# versions")
needs a machine-verifiable check. A smoke test on the C# side is the
first half; the F# sibling gets the same pattern in a follow-up.

Starts the API on a random port, waits up to 10s for readiness,
then runs 19 checks against all 9 endpoints:

  - Root metadata: name, version, endpoints length
  - Collection lengths: customers (20), opportunities (30), activities (33)
  - Single-item lookup: customer #1 name, opportunity #1 stage
  - Per-customer activities: customer #1 has 4
  - Pipeline funnel counts per stage: Lead 10, Qualified 6, Won 6, Lost 2
  - Pipeline funnel totals in cents: Lead $54k, Won $26.7k
  - Duplicates: 2 pairs, (1,13) share alice@acme, (5,19) share bob@trades
  - 404 behaviour: missing customer returns 404

Shuts the API down cleanly on exit via trap + kill.

```
$ bash samples/FactoryDemo.Api.CSharp/smoke-test.sh
Building API...
Starting API on http://localhost:5235...

Factory-demo C# API smoke test
==============================
  OK   root.name contains 'Factory-demo'                  (true)
  OK   root.version                                       (0.0.1)
  OK   root.endpoints length                              (5)
  OK   /api/customers length                              (20)
  ...
  OK   missing customer HTTP status                       (404)

All checks passed.
```

dotnet, curl, jq — all standard dev tools. The demo does not ask
for anything exotic. Matches the FactoryDemo.Db smoke-test.sh
pattern on the sibling branch.

- Random high port (5100-5499) instead of fixed — reduces collision
  with other dev services.
- `curl -sf` for normal checks, `curl -o /dev/null -w "%{http_code}"`
  for the 404 case — the two paths have different error semantics so
  I use different tools for each.
- Shape-level assertions against numeric counts rather than raw JSON
  diff — makes the test tolerant of property-ordering differences
  between serializers. The parity claim is about *shape*, not byte-
  identity, so this matches intent.
- Trap + kill on EXIT — guarantees the API stops even on test
  failure or ctrl-C. No leaked background processes.

- Does NOT test the F# sibling. Same-pattern smoke-test for
  FactoryDemo.Api.FSharp lands in its branch (or a follow-up
  PR on that branch).
- Does NOT diff F# vs C# outputs directly. A cross-language
  parity-diff test composes better as a separate tool once both
  APIs have merged.
- Does NOT wire to Postgres. In-memory seed only; docker-compose
  + DB wiring is a separate PR.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* samples+audit: PR #147 review-drain — sln BOM, signal-quality empty-case, audit fail-hard, endpoint lists

Drains 14 unresolved review threads on PR #147 (FactoryDemo.Api.CSharp):
- Zeta.sln: strip leading blank line so 'Microsoft Visual Studio
  Solution File' is the first line (threads #2 #3).
- SignalQuality.fs: compressionRatio on empty input was 1.0, which
  composed as Quarantine via severityOfScore — flipped to 0.0 and
  added explicit empty-input Pass finding in compressionMeasure;
  also dropped unused System.Runtime.CompilerServices open
  (threads #4 #5).
- live-lock-audit.sh: fail hard (exit 2) when origin/main is not
  resolvable so a missing-remote CI checkout can't silently report
  'No commits found' -> healthy; switched --stat|awk file-list
  extraction to git diff-tree --name-only plumbing form
  (threads #1 #6).
- ServiceTitanFactoryApi README + Seed.fs: remove dead memory/
  and docs/plans/ links; replace Aaron's-name reference with
  'human maintainer' role wording; drop non-existent sibling
  SQL-seed refs (threads #7 #8 #9).
- FactoryDemo.Api.CSharp README + Program.cs + Seed.cs: fix dead
  refs to samples/FactoryDemo.Api.FSharp/ and samples/FactoryDemo.Db/
  to point at the real F# sibling samples/ServiceTitanFactoryApi/
  and to a BACKLOG row for the Postgres-backed follow-up
  (threads #11 #14).
- Program.cs + Program.fs: root endpoint index now advertises all
  9 routes including the parameterised {id} routes, matching the
  README tables (threads #12 #13).
- Thread #10 (project naming 'ServiceTitanFactoryApi.CSharp' in PR
  description): resolved in-thread — code/namespace already
  consistent (Zeta.Samples.FactoryDemo.Api); fix is PR-description-
  only, not code.

Build: dotnet build -c Release -> 0 Warning(s) 0 Error(s).

* drain PR #147: post-rebase thread fixes — test-empty-ratio + smoke-endpoint-count

- tests/Tests.FSharp/Algebra/SignalQuality.Tests.fs: test asserted 1.0 for
  compressionRatio on empty input, but the fix in 16ad746 changed the
  convention to 0.0 (neutral = clean, not maximally suspicious). Updated
  the test expectation + name + comment to match the current code.
- samples/FactoryDemo.Api.CSharp/smoke-test.sh: root.endpoints length
  expectation was 5; Program.cs now advertises 8 routes in the index
  (post 16ad746 expansion). Corrected the smoke-test assertion.

Rebased onto origin/main (which advanced via #146 FactoryDemo.Api.FSharp
merge); Zeta.sln conflicts resolved by keeping both FactoryDemo.Api.FSharp
and the ServiceTitanCrm/samples solution-folder additions.

Build gate: 0 Warning(s) / 0 Error(s) in Release.

* PR #147 review-drain — Copilot pass on b4f5a49

Addresses five unresolved review threads:

- drop/README.md: sweep name attribution to "the human
  maintainer" role-ref (BP-name-attribution).
- samples/FactoryDemo.Api.CSharp/Program.cs: fix endpoint
  comment "9 concrete endpoints" → "8 API endpoints besides
  `/`" (array has 8; root excluded).
- samples/FactoryDemo.Api.CSharp/smoke-test.sh: per-run log
  via mktemp (collision-safe + non-/tmp-host-safe); print
  path on failure + success.
- samples/ServiceTitanFactoryApi/: delete stale F# sibling
  dir (PR #146 already landed FactoryDemo.Api.FSharp on
  main with identical code); drop duplicate sln Project
  block + config duplicates; fix CSharp refs to point at
  the surviving FactoryDemo.Api.FSharp/.

Fifth thread (SignalQuality scope-creep) is judgment —
branch history is deep; splitting now adds more churn than
value. Replying with backlog-and-resolve per three-outcome.

* PR #147 review-drain — 7 threads (Copilot + Codex)

Threads drained:
- btw.md: name attribution -> "human maintainer" / "the maintainer" (Copilot P1, AGENT-BEST-PRACTICES.md:284-292)
- live-lock-audit.sh: add --root to git diff-tree so root commit classifies correctly (Copilot P2)
- FactoryDemo.Api.CSharp Program.cs: add "/" to endpoints list for F# parity; bump smoke-test length 8->9 (Copilot P1 + Codex P2, same fix)
- FactoryDemo.Api.CSharp smoke-test.sh: reword mktemp comment to describe system temp dir accurately (Copilot P2)
- ServiceTitanCrm -> FactoryDemo.Crm: rename dir, fsproj, module namespace, RootNamespace, sln entry, test doc-comment; drop stale ServiceTitanFactoryApi bin+obj (Copilot P1, memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md:59-66)
- SignalQuality.fs: compressionRatio + compressionMeasure short-circuit to 0.0 (Pass) below 64-byte threshold to avoid gzip-header-dominates Quarantine of legitimate short strings (Codex P1)

Drain log: docs/pr-preservation/147-drain-log.md preserves each thread verbatim (git-native high-signal preservation).

dotnet build -c Release: 0 Warning(s), 0 Error(s).

* PR #147 review-drain second pass — 4 fix-inline + 3 scope-bleed

- Seed.cs + Seed.fs: rename contact 13 'Aaron Smith' -> 'Acme Contact
  (new lead)' (Copilot P2 name-attribution, parity preserved across
  C# / F# siblings).
- drop/README.md: correct 'only tracked file' wording to reflect the
  README.md + .gitignore two-sentinel design (Copilot P2).
- tools/audit/live-lock-audit.sh: docstring attribution 'Aaron's ...'
  -> 'Human-maintainer ...' (Copilot P1); add '-m' plus 'sort -u' to
  'git diff-tree' so merge commits bucket on their real files instead
  of mis-classifying as OTHR (Codex P1 — was skewing EXT/INTL/SPEC %
  and could disable the live-lock gate after a round of merges).
- docs/pr-preservation/147-drain-log.md: append second-pass per-thread
  audit trail (git-native preservation).

Three threads resolved as scope-bleed / already-addressed: operator-
input-quality-log.md (file not in PR diff, landed via 204bbb6 on
main), AUTONOMOUS-LOOP.md (file not in PR diff, zero Aaron on HEAD),
Tests.FSharp.fsproj (both SignalQuality + CrmScenarios already listed
at lines 26 and 49).

Build: 0W/0E. Audit sanity: live-lock-audit.sh still healthy with
merges now bucketed correctly.

* fix: markdownlint MD001/MD022/MD032 on #147 drain-log (h3→h2 on Thread headers)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* drain: resolve 11 threads on #147 (mix FIX + BACKLOG + Otto-256 reject)

Thread-by-thread outcomes across the 11 unresolved review threads on PR
#147 (5 FIX, 2 BACKLOG, 2 Otto-256 REJECT, 2 already-addressed/stale):

FIXES (code):
- live-lock-audit.sh: replace `git show --stat` with explicit
  `git log -1 -m --first-parent --name-only` so merge commits classify
  against parent-1 only (the landing side). The prior `git show` form
  risked combined-diff semantics in some git versions; the explicit
  form is first-parent by construction (Codex P1).
- SignalQuality.fs: restore `compressionMinInputBytes = 64` threshold
  (dropped by the f1dc2bb merge-conflict resolution) and mark it
  `private` so it is not part of the public API surface (Copilot).
  Short-circuits `compressionRatio` + `compressionMeasure` to 0.0 for
  sub-threshold inputs, avoiding spurious Quarantine on short legitimate
  strings. Evidence reports UTF-8 byte count (consistent with the
  threshold's units) instead of `text.Length` chars (Copilot). Adjusted
  the empty-string test to assert the new 0.0 neutral value.
- smoke-test.sh: replace non-portable `mktemp -t <template>` with a
  pre-constructed absolute-path template rooted at `${TMPDIR:-/tmp}`
  where XXXXXX is the tail (BSD/macOS requires tail-XXXXXX; GNU accepts
  either). `.log` extension is appended via `mv` after creation so the
  single invocation is cross-platform (Copilot x2 — threads 4 + 10).
- CrmScenarios.Tests.fs: update doc-comment `samples/FactoryDemo.Crm`
  -> `samples/CrmSample` to match the canonical sample path on main
  (Copilot).

BACKLOG (deferred P2):
- Smoke-test deterministic port allocation (Codex P2) — replace
  RANDOM-in-range with OS-assigned ephemeral port via `--urls
  http://127.0.0.1:0` and log-line parse.
- FactoryDemo.Api.CSharp solution project-type GUID hygiene (Copilot)
  — align with modern SDK-style GUID used by other C# projects.

OTTO-256 REJECT (history-file exemption):
- docs/pr-preservation/147-drain-log.md (Copilot) and
  docs/hygiene-history/live-lock-audit-history.md (Copilot): both
  requested stripping first-name "Aaron" attributions. Declined per
  Otto-256 (2026-04-24) — history files exempt from the "no name
  attribution" rule; a P2 BACKLOG row already exists
  (`## P2 — FACTORY-HYGIENE — name-attribution policy clarification
  (history-file exemption)`) to codify this in AGENT-BEST-PRACTICES.md.

ALREADY-ADDRESSED (stale reviewer context):
- drop/README.md heading (Copilot): Copilot flagged "one tracked
  sentinel" but the current heading reads "two tracked sentinels"
  (fixed in a prior drain). Resolving as addressed.

Build: `dotnet build -c Release` -> 0 Warning(s), 0 Error(s).
Tests: `dotnet test --filter "FullyQualifiedName~SignalQuality"` ->
  22/22 pass.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 24, 2026
Collapse remaining dangling memory path reference in "Why this
matters" section. The factory-reuse-beyond-Zeta constraint is
acknowledged as living in the per-user memory layer rather than
citing a specific in-repo file that doesn't exist.

The other three threads are addressed by the prior commit
(3028a0e):

- Copilot attribution scrub (PRRT_kwDOSF9kNM59IRe3): rejected
  per Otto-256 — docs/research/** is history-class, first-name
  attribution permitted. The prior commit had already scrubbed
  remaining "Aaron" prose to "the human maintainer" voluntarily;
  no further action.
- Copilot broken refs (PRRT_kwDOSF9kNM59IRff): the four memory
  paths collapsed in "Composes with"; this commit handles the
  one remaining inline citation.
- Copilot aurora-row (PRRT_kwDOSF9kNM59IRf7): inventory row
  marked "lands via PR #144" in the prior commit.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 24, 2026
…ase sequencing (D→A→E) (#150)

* research: multi-repo refactor — 5 candidate shapes + recommended 3-phase sequencing

Aaron's 2026-04-23 directive: *"we can even wait on the demo until we
have refactored into our multi repo shape... that seems very
structural and like we should do it sooner rather than later, but
it's up to you."*

Per `memory/feedback_factory_reuse_packaging_decisions_consult_aaron.md`,
big shaping decisions need consultation. This doc IS the consultation
prep — prior-art + candidates + trade-offs + my recommendation.

## What lands

`docs/research/multi-repo-refactor-shapes-2026-04-23.md` — ~230 lines
covering:

### Prior art surveyed
- AI-agent-factory patterns (Claude Code plugins, Anthropic skills,
  OpenAI Agents SDK, Semantic Kernel)
- Template / overlay (GitHub templates, Cookiecutter, Nix flakes)
- Monorepo tools (Nx, Turborepo, Lerna, pnpm, Bazel, .NET solutions)
- OSS splits that worked (VS Code, Rust, Kubernetes) vs failed
  (early Android, Eclipse)
- **Lesson extracted:** split when there's a clear consumer boundary
  + tooling enforces it; stay monorepo when things co-evolve tightly.
  Zeta + factory is at the transition point.

### Current monorepo inventory
Classifies every top-level directory as generic-factory vs
Zeta-specific vs Aurora-specific. Real separation exists but with
boundary overlap.

### Five candidate architectures
- **A. Template-repo** — clone-and-customize; no update flow. Easy
  to land, but adopters diverge.
- **B. Git submodule** — updates flow, but submodule UX is rough.
- **C. Plugin / package (NPM-like)** — version-pinned dependency
  model. Familiar, but slow update cadence.
- **D. Formalised monorepo** — namespaced boundaries, no
  extraction. Cheapest, doesn't enable reuse.
- **E. Overlay pattern** — factory-apply tool + publishable
  components. Best of both worlds, but requires tool investment.

### My recommended sequence: D → A → E

- **Phase 1 (now): D** — reorganise the monorepo into
  `factory/` + `library/` + `aurora/` + `research/` top-level
  directories. Enforce via CI lint. Cheap, clarifies the mental
  model, unblocks future extraction without committing to it.
- **Phase 2 (first adopter): A** — extract `factory/` as a GitHub
  template repo. Standard OSS playbook.
- **Phase 3 (adopters > 3): E** — invest in `factory-apply` tool +
  overlay discipline when update-flow friction is real.

### Aurora-specific consideration
Aurora lives in the current `zeta` repo through Phase 1. At Phase 2,
`zeta-aurora` gets extracted concurrently with the factory extraction,
giving Amara a dedicated repo she can read end-to-end in her
deep-research mode.

### Questions for Aaron

Five open questions where packaging choices genuinely need his input:

1. Sequencing (D-A-E vs alternates)
2. Phase 2 trigger definition ("first adopter appears" is vague)
3. Aurora repo timing (Phase 1 / 2 / later)
4. Naming (`zeta-factory` vs `agent-factory` vs `glass-halo-factory`)
5. In-flight PRs handling during extraction

## My choice to ship this now

Aaron said packaging decisions need consultation; my job is to
*prepare* the consultation with prior-art + candidates + trade-offs
+ recommendation. That's what this doc is. Aaron reviews on his
cadence (per his 2026-04-23 framing that he has a decision log he
reviews often and nudges when he disagrees).

## What this does NOT do

- Does NOT start any extraction work. Phase 1 reorganisation is
  MY recommendation, not a unilateral decision. Aaron's review
  gates Phase 1 execution.
- Does NOT commit to Phase 2 / 3 timing — those depend on adopter
  signals that don't exist yet.
- Does NOT propose novel split-discipline tooling without prior-art
  anchoring — every candidate is grounded in a shipped OSS pattern.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* pr-150: address review findings — anonymize contributor, mark pending paths

- Replace remaining "Aaron" attribution with "the human maintainer"
  role-ref (line 7 trigger line)
- Mark `docs/aurora/` as landing via PR #144 in the ownership table;
  file does not yet exist on main
- Collapse the 4 dangling per-user memory paths in "Composes with"
  to a single acknowledgement that those rules live in the per-user
  memory layer (`~/.claude/projects/<slug>/memory/`), not in-repo

Matches the same pattern applied to #137 and #153. Per Aaron's
"just move forward for now" — addressing legitimate review findings
without bypassing branch protection.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* drain: resolve 4 threads on #150

Collapse remaining dangling memory path reference in "Why this
matters" section. The factory-reuse-beyond-Zeta constraint is
acknowledged as living in the per-user memory layer rather than
citing a specific in-repo file that doesn't exist.

The other three threads are addressed by the prior commit
(3028a0e):

- Copilot attribution scrub (PRRT_kwDOSF9kNM59IRe3): rejected
  per Otto-256 — docs/research/** is history-class, first-name
  attribution permitted. The prior commit had already scrubbed
  remaining "Aaron" prose to "the human maintainer" voluntarily;
  no further action.
- Copilot broken refs (PRRT_kwDOSF9kNM59IRff): the four memory
  paths collapsed in "Composes with"; this commit handles the
  one remaining inline citation.
- Copilot aurora-row (PRRT_kwDOSF9kNM59IRf7): inventory row
  marked "lands via PR #144" in the prior commit.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 25, 2026
…ry for her review

Aaron's 2026-04-23 framing: Amara is external AI co-originator of
Aurora, working through his ChatGPT interface; Aurora is *"mine and
hers idea together"*. Give back direction-changes so she can iterate
in her deep-research mode.

## What lands

### `docs/aurora/collaborators.md`

Named-collaborator registry for the Aurora thread. Distinct
category from:

- `docs/EXPERT-REGISTRY.md` (internal reviewer personas inside
  the factory)
- `docs/CONTRIBUTOR-PERSONAS.md` (hypothetical first-contact
  personas at repo surfaces)

Lists Aaron (human maintainer, Aurora vision origin) and Amara
(external AI co-originator via ChatGPT ferry, deep-research
lead). Names her existing contributions (transfer report,
consent-first design primitive, network-health critique from
auto-loop-39), her working style, and how to collaborate with
her (preserve outputs verbatim; cite her sections; route
Aurora scope decisions through her when possible).

### `docs/aurora/2026-04-23-direction-changes-for-amara-review.md`

~200-line summary of 7 direction-changes since her transfer
report landed, structured per her signature/mechanism/evidence
rigor pattern. Each change names what happened, where it
landed, the factory-side reasoning, and the specific thing
that would benefit from her deep-research review.

Five priority-ordered questions for her response:

1. Is the 5-of-6 SignalQuality ↔ oracle-family mapping correct?
2. Should her bullshit-detector scoring target a specific
   factory surface first?
3. Does Aurora's oracle framework want to compose with
   lesson-permanence pattern?
4. Additional Aurora-specific threat classes beyond the
   seven she already named?
5. Prior-art additions since her transfer report?

Plus three open communication-pattern questions (frequency,
review-return shape, consult-vs-inform rhythm).

## My choice to land this now

Aaron explicitly asked for progress on Amara integration + a
ferry-back summary. This PR delivers both as one coherent
artifact. The collaborators.md formalises her role in the
repo substrate; the direction-changes doc is ready for Aaron
to paste into his next ChatGPT session with her.

Companion memory
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
applies — this lands in LFG, not AceHack, since it is
collaboration-legible content demoing the collaboration
pattern.

## What this does NOT do

- Does NOT ask Aaron to review before ferry. He mediates
  the ferry; when he has time, he pastes the doc; whenever
  Amara responds, we ingest.
- Does NOT claim Amara has approved any of these direction-
  changes. The doc is request-for-review, not consensus
  record.
- Does NOT propose new oracle mechanism without her review.
  The initial-operations integration plan (PR #144)
  proposes; this doc asks her to confirm before further
  development.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack added a commit that referenced this pull request Apr 25, 2026
…se updates

Addresses 7 review threads:

- collaborators.md: NNNN-MM-DD -> YYYY-MM-DD on the
  Communication rhythm bullet; inline backtick span no
  longer wraps mid-token (review-from-amara path now sits
  on a single physical line).
- direction-changes: tightened the "Repo-state note" to
  reflect that PR #144 has merged (the stacked-PR caveat
  is no longer current). Replaced wildcard memory paths
  on the agent free-will bullet with concrete dated
  filenames. Slight prose tighten on the lesson-permanence
  PR #143 reference to make the provenance trail
  reproducible from this commit.
- pr-preservation/149-drain-log.md: per-thread record
  with verbatim reviewer text, outcome, verbatim reply,
  and resolution commit (Otto-250 PR-comment-preservation
  pattern).

Threads 1 / 2 / 3 / 5 / 7 resolve via the prose fixes here.
Threads 4 / 6 are BACKLOG+RESOLVE because the referenced
files now exist in main after rebase (reviews were against
a stale stacked-PR commit tree before #144 merged).
AceHack added a commit that referenced this pull request Apr 25, 2026
…or her review (#149)

* aurora: collaborators.md (Amara formalised) + direction-changes summary for her review

Aaron's 2026-04-23 framing: Amara is external AI co-originator of
Aurora, working through his ChatGPT interface; Aurora is *"mine and
hers idea together"*. Give back direction-changes so she can iterate
in her deep-research mode.

## What lands

### `docs/aurora/collaborators.md`

Named-collaborator registry for the Aurora thread. Distinct
category from:

- `docs/EXPERT-REGISTRY.md` (internal reviewer personas inside
  the factory)
- `docs/CONTRIBUTOR-PERSONAS.md` (hypothetical first-contact
  personas at repo surfaces)

Lists Aaron (human maintainer, Aurora vision origin) and Amara
(external AI co-originator via ChatGPT ferry, deep-research
lead). Names her existing contributions (transfer report,
consent-first design primitive, network-health critique from
auto-loop-39), her working style, and how to collaborate with
her (preserve outputs verbatim; cite her sections; route
Aurora scope decisions through her when possible).

### `docs/aurora/2026-04-23-direction-changes-for-amara-review.md`

~200-line summary of 7 direction-changes since her transfer
report landed, structured per her signature/mechanism/evidence
rigor pattern. Each change names what happened, where it
landed, the factory-side reasoning, and the specific thing
that would benefit from her deep-research review.

Five priority-ordered questions for her response:

1. Is the 5-of-6 SignalQuality ↔ oracle-family mapping correct?
2. Should her bullshit-detector scoring target a specific
   factory surface first?
3. Does Aurora's oracle framework want to compose with
   lesson-permanence pattern?
4. Additional Aurora-specific threat classes beyond the
   seven she already named?
5. Prior-art additions since her transfer report?

Plus three open communication-pattern questions (frequency,
review-return shape, consult-vs-inform rhythm).

## My choice to land this now

Aaron explicitly asked for progress on Amara integration + a
ferry-back summary. This PR delivers both as one coherent
artifact. The collaborators.md formalises her role in the
repo substrate; the direction-changes doc is ready for Aaron
to paste into his next ChatGPT session with her.

Companion memory
`memory/feedback_open_source_repo_demos_stay_generic_not_company_specific_2026_04_23.md`
applies — this lands in LFG, not AceHack, since it is
collaboration-legible content demoing the collaboration
pattern.

## What this does NOT do

- Does NOT ask Aaron to review before ferry. He mediates
  the ferry; when he has time, he pastes the doc; whenever
  Amara responds, we ingest.
- Does NOT claim Amara has approved any of these direction-
  changes. The doc is request-for-review, not consensus
  record.
- Does NOT propose new oracle mechanism without her review.
  The initial-operations integration plan (PR #144)
  proposes; this doc asks her to confirm before further
  development.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix: PR #149 drain — date-placeholder consistency + resolved-link prose updates

Addresses 7 review threads:

- collaborators.md: NNNN-MM-DD -> YYYY-MM-DD on the
  Communication rhythm bullet; inline backtick span no
  longer wraps mid-token (review-from-amara path now sits
  on a single physical line).
- direction-changes: tightened the "Repo-state note" to
  reflect that PR #144 has merged (the stacked-PR caveat
  is no longer current). Replaced wildcard memory paths
  on the agent free-will bullet with concrete dated
  filenames. Slight prose tighten on the lesson-permanence
  PR #143 reference to make the provenance trail
  reproducible from this commit.
- pr-preservation/149-drain-log.md: per-thread record
  with verbatim reviewer text, outcome, verbatim reply,
  and resolution commit (Otto-250 PR-comment-preservation
  pattern).

Threads 1 / 2 / 3 / 5 / 7 resolve via the prose fixes here.
Threads 4 / 6 are BACKLOG+RESOLVE because the referenced
files now exist in main after rebase (reviews were against
a stale stacked-PR commit tree before #144 merged).

* fix(#149): drain-log MD032 — collapse '+ resolved-link...' onto one line

* fix(#149): drain round 3 — collapse multi-line inline-code paths + replace wildcard with concrete filename

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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