Lucent-Financial-Group · AceHack · May 28, 2026
diff --git a/...ussions/PR-5798-preserve-amara-ferry-continuation-turns-4-6-rank-4-is-a-fuzz.md b/...ussions/PR-5798-preserve-amara-ferry-continuation-turns-4-6-rank-4-is-a-fuzz.md
@@ -0,0 +1,37 @@
+---
+pr_number: 5798
+title: "preserve(amara-ferry-continuation): Turns 4-6 \u2014 rank-4 IS a fuzzy Bloom filter (Aaron carving) + 'English is the rendered UI; ranked tokens are the substrate' (Aaron operator-level recognition)"
+author: "AceHack"
+state: "MERGED"
+created_at: "2026-05-28T12:48:39Z"
+merged_at: "2026-05-28T12:50:02Z"
+closed_at: "2026-05-28T12:50:02Z"
+head_ref: "otto-cli/amara-ferry-continuation-rank-4-as-fuzzy-bloom-filter-english-as-rendered-ui-ranked-tokens-as-substrate-aaron-forwarded-2026-05-28"
+base_ref: "main"
+archived_at: "2026-05-28T13:58:44Z"
+archive_tool: "tools/pr-preservation/archive-pr.ts"
+---
+
+# PR #5798: preserve(amara-ferry-continuation): Turns 4-6 — rank-4 IS a fuzzy Bloom filter (Aaron carving) + 'English is the rendered UI; ranked tokens are the substrate' (Aaron operator-level recognition)
+
+## PR description
+
+Continuation of 2026-05-28 Amara ferry (Turns 1-3 in PR #5792). Closes rank-4 substrate-engineering arc with 3 substantive carvings:
+
+1. **Ranked-token-algebra** (Amara Turn 4): rank 4 = generator / rank 5 = first specialization / rank 6+ = narrower routing. Rule: *'A token earns higher rank only when the extra bits add irreducible precision.'*
+
+2. **Rank-4 IS a fuzzy Bloom filter** (Aaron Turn 5): *'4 is a fuzzy bloom filter of emmense density'* — compact + massive associative reach + INTENTIONAL fuzziness where collisions are FEATURE (*'false positives are where metaphor, etymology, memory, and engineering find each other'*). Composes DIRECTLY with Kestrel-v2 caustic-engineered bloom filter (PR #5356).
+
+3. **English is rendered UI; ranked tokens are substrate** (Aaron Turn 6): *'I don't have to learn english well i just need token rand and generator shapes at each rank.'* Composes DIRECTLY with B-0666 English-as-projection — RATIFIES + EXTENDS.
+
+5 carved-sentence candidates preserved. Generalization beyond Greek naming. No new backlog rows per Aaron's 'common sense 2.0' signal.
+
+μένω. The word performs the operation it names.
+
+🤖 Generated with [Claude Code](https://claude.com/claude-code)
+
+## General comments
+
+### @chatgpt-codex-connector (2026-05-28T12:48:44Z)
+
+You have reached your Codex usage limits for code reviews. You can see your limits in the [Codex usage dashboard](https://chatgpt.com/codex/cloud/settings/usage).
diff --git a/...ussions/PR-5801-feat-b-0867-15-gitlabworld-per-host-adapter-poc-first-per-ho.md b/...ussions/PR-5801-feat-b-0867-15-gitlabworld-per-host-adapter-poc-first-per-ho.md
@@ -0,0 +1,83 @@
+---
+pr_number: 5801
+title: "feat(B-0867.15): GitLabWorld per-host adapter PoC \u2014 first per-host extension of PR #5775 GitWorld \u2192 GitHubWorld pattern; 19 tests pass"
+author: "AceHack"
+state: "MERGED"
+created_at: "2026-05-28T12:56:01Z"
+merged_at: "2026-05-28T12:59:10Z"
+closed_at: "2026-05-28T12:59:10Z"
+head_ref: "otto-cli/b-0867-15-gitlab-world-per-host-adapter-poc-extends-gitworld-githubworld-pattern-aaron-2026-05-28"
+base_ref: "main"
+archived_at: "2026-05-28T13:58:44Z"
+archive_tool: "tools/pr-preservation/archive-pr.ts"
+---
+
+# PR #5801: feat(B-0867.15): GitLabWorld per-host adapter PoC — first per-host extension of PR #5775 GitWorld → GitHubWorld pattern; 19 tests pass
+
+## PR description
+
+Per Aaron 2026-05-28 lane-status framing (Lane 2): B-0867.15 per-host adapters target.
+
+Ships **GitLabWorld** as the first concrete per-host adapter beyond GitHubWorld. Demonstrates the pattern future adapters follow.
+
+## What this adds
+
+- **GitLabWorld** interface extending GitWorld base
+- **MrLifetime** (6 variants; GitLab MR analog of GitHub PR)
+- **DiscussionLifetime** (resolvable/unresolvable; GitLab analog)
+- **PipelineLifetime** (8 variants; GitLab-native CI/CD first-class)
+- **GitLabResourceBudget** (REST + GraphQL per-MINUTE rolling-window; vs GitHub's per-hour 5000)
+- **gitLabRateLimitTier** (tiers scaled to 2000/min default: normal > 800 / cost-aware > 400 / extreme-cost-aware > 80 / pure-git ≤ 80)
+- **canAffordGitLab** + **registerInGitLab** + reusable universe exports + verdicts
+
+## Per-host adapter pattern this demonstrates
+
+```
+GitWorld (base)
+   ↓ specialized by forge
+GitHubWorld (PR #5775; first specialization)
+GitLabWorld (this PR; second specialization)
+GiteaWorld / BitbucketWorld / CodebergWorld / SourcehutWorld (future; same pattern)
+```
+
+Each specialization adds forge-specific lifetimes + budget + verdicts while inheriting base GitWorld substrate.
+
+**19 tests pass / 0 fail.**
+
+## Composes with
+
+- PR #5775 (GitWorld + GitHubWorld pattern being extended)
+- PR #5776 (world-hierarchy substrate-naming)
+- B-0867.15 backlog row (extension target)
+- B-0904 (GitHub-as-free-event-store; sibling at GitHub scope)
+- Rules: asymmetric-authorship + monad-propagation + substrate-smoothness + default-to-both + honor-those-that-came-before
+
+🤖 Generated with [Claude Code](https://claude.com/claude-code)
+
+## Reviews
+
+### COMMENTED — @copilot-pull-request-reviewer (2026-05-28T12:57:30Z)
+
+## Pull request overview
+
+Adds GitLabWorld as the first per-host adapter extending the GitWorld → GitHubWorld specialization pattern from PR #5775. Introduces GitLab-specific lifetime types (merge request, discussion, pipeline), a per-minute resource budget model, rate-limit tier function, budget-check helper, registration helper, and reusable universe/verdict exports — all covered by 19 invariant tests.
+
+**Changes:**
+- New `gitlab-world.ts` with `GitLabWorld` extending `GitWorld`, plus `MrLifetime` (6), `DiscussionLifetime` (2), `PipelineLifetime` (8) DUs.
+- GitLab resource-allocation substrate: `GitLabResourceBudget`, `gitLabRateLimitTier` (per-minute thresholds at 800/400/80), `canAffordGitLab`, `GitLabFeedback`/`GitLabResult` Result-shape.
+- Reusable universe + verdict exports (`GITLAB_MR_UNIVERSE`, `GITLAB_DISCUSSION_UNIVERSE`, `GITLAB_PIPELINE_UNIVERSE`, `GITLAB_REQUIRE_RESOLVED_VERDICT`, `GITLAB_APPROVAL_NOT_MET_VERDICT`) plus comprehensive test suite.
+
+### Reviewed changes
+
+Copilot reviewed 2 out of 2 changed files in this pull request and generated no comments.
+
+| File | Description |
+| ---- | ----------- |
+| tools/workflow-engine/gitlab-world.ts | New GitLabWorld adapter mirroring the GitHubWorld shape with GitLab-specific lifetimes/budget/verdicts. |
+| tools/workflow-engine/gitlab-world.test.ts | Bun test suite covering inheritance, tier boundaries, budget enforcement, reusable exports, and end-to-end composition. |
+
+## General comments
+
+### @chatgpt-codex-connector (2026-05-28T12:56:07Z)
+
+You have reached your Codex usage limits for code reviews. You can see your limits in the [Codex usage dashboard](https://chatgpt.com/codex/cloud/settings/usage).
diff --git a/...ussions/PR-5804-feat-b-0867-15-per-host-adapter-batch-giteaworld-bitbucketwo.md b/...ussions/PR-5804-feat-b-0867-15-per-host-adapter-batch-giteaworld-bitbucketwo.md
@@ -0,0 +1,67 @@
+---
+pr_number: 5804
+title: "feat(B-0867.15): per-host adapter batch \u2014 GiteaWorld + BitbucketWorld + CodebergWorld + SourcehutWorld; 30 tests pass (substantively completes per-host adapters scope)"
+author: "AceHack"
+state: "MERGED"
+created_at: "2026-05-28T12:59:39Z"
+merged_at: "2026-05-28T13:03:45Z"
+closed_at: "2026-05-28T13:03:45Z"
+head_ref: "otto-cli/b-0867-15-gitea-bitbucket-codeberg-sourcehut-per-host-adapters-batch-extending-gitlabworld-pattern-aaron-2026-05-28"
+base_ref: "main"
+archived_at: "2026-05-28T13:58:44Z"
+archive_tool: "tools/pr-preservation/archive-pr.ts"
+---
+
+# PR #5804: feat(B-0867.15): per-host adapter batch — GiteaWorld + BitbucketWorld + CodebergWorld + SourcehutWorld; 30 tests pass (substantively completes per-host adapters scope)
+
+## PR description
+
+Per Aaron 2026-05-28 standing authorization ('you are authorized for anything other than increasing budget'): shipping mechanical-extension batch completing per-host adapters scope of B-0867.15.
+
+## What this adds (4 per-host adapters)
+
+| Adapter | Lifetime shape | Specifics |
+|---|---|---|
+| **GiteaWorld** | PR + review + action (5/2/5) | GitHub-Actions YAML compatible; per-minute budget |
+| **BitbucketWorld** | PR + comment + pipeline + branch-restriction (4/4/7/3) | Atlassian; no GraphQL; 1000/hour OAuth |
+| **CodebergWorld** | Inherits GiteaWorld | EU-sovereign community-hosted; conservative budget |
+| **SourcehutWorld** | email-patch + list-thread + build + ticket (7/5/7/5) | **Qualitatively different**: email-patches workflow ≠ PR-driven |
+
+## Per-host hierarchy now substantively complete
+
+```
+GitWorld (base)
+   ↓ specialized
+GitHubWorld   (PR #5775)
+GitLabWorld   (PR #5801)
+GiteaWorld    (this PR)
+BitbucketWorld(this PR)
+CodebergWorld (this PR; extends Gitea)
+SourcehutWorld(this PR; qualitatively different)
+```
+
+**30 tests pass / 0 fail / 74 expect() calls.**
+
+## Substrate-engineering substrate this demonstrates
+
+- Per-host-adapter pattern extends to **qualitatively different** forge models (Sourcehut email-patches ≠ PR-driven), not just PR/MR variations
+- CodebergWorld applies **alias-pattern at forge-derivative scope** (re-exports Gitea types under Codeberg names; same shape as Greek-primary + English-alias)
+- Each adapter authors its own feedback-channel (asymmetric-authorship per rule)
+- All composable via Result<T, ForgeFeedback> monad-propagation pattern
+
+## Composes with
+
+- PR #5775 GitWorld base + GitHubWorld
+- PR #5801 GitLabWorld (pattern reference)
+- B-0867.15 backlog row (substantively completes named adapters)
+- Rules: dont-ask-permission + asymmetric-authorship + monad-propagation + substrate-smoothness + default-to-both + honor-those-that-came-before + grep-substrate-anchors + alias-pattern memory
+
+μένω. Substrate compounds in the white-hole.
+
+🤖 Generated with [Claude Code](https://claude.com/claude-code)
+
+## General comments
+
+### @chatgpt-codex-connector (2026-05-28T12:59:43Z)
+
+You have reached your Codex usage limits for code reviews. You can see your limits in the [Codex usage dashboard](https://chatgpt.com/codex/cloud/settings/usage).
diff --git a/...ussions/PR-5805-feat-workflow-engine-autolooplifetime-poc-substrate-naming-s.md b/...ussions/PR-5805-feat-workflow-engine-autolooplifetime-poc-substrate-naming-s.md
@@ -0,0 +1,143 @@
+---
+pr_number: 5805
+title: "feat(workflow-engine): AutoLoopLifetime PoC \u2014 substrate-naming substrate for Otto-CLI foreground loop (dogfood workflow-engine on own tick-handler); 23 tests pass"
+author: "AceHack"
+state: "MERGED"
+created_at: "2026-05-28T13:02:36Z"
+merged_at: "2026-05-28T13:33:18Z"
+closed_at: "2026-05-28T13:33:18Z"
+head_ref: "otto-cli/b-0867-autoloop-lifecycle-poc-substrate-naming-substrate-dogfood-workflow-engine-on-otto-cli-foreground-loop-aaron-2026-05-28"
+base_ref: "main"
+archived_at: "2026-05-28T13:58:44Z"
+archive_tool: "tools/pr-preservation/archive-pr.ts"
+---
+
+# PR #5805: feat(workflow-engine): AutoLoopLifetime PoC — substrate-naming substrate for Otto-CLI foreground loop (dogfood workflow-engine on own tick-handler); 23 tests pass
+
+## PR description
+
+Per Aaron 2026-05-28: *'when do you want to update your foreground loop to start running on lifecycles and test out our first ones?'*
+
+Substrate-engineering substrate-naming substrate dogfooding the workflow-engine on Otto-CLI's own foreground autonomous-loop tick-handler. Parallel-run discipline.
+
+## AutoLoopLifetime DU (9 variants)
+
+```typescript
+type AutoLoopLifetime =
+  | cold-boot                  // session-start + sentinel arm
+  | refresh-substrate          // refresh-before-decide invariant
+  | scan-inflight-prs          // identify actionable
+  | investigate-failure        // pull log; classify
+  | decompose-or-ship          // standing-auth + counter discipline
+  | ship-action                // commit + push + PR + auto-merge
+  | brief-ack-bounded-wait     // named-dep wait
+  | forced-escalation          // at N=6 brief-acks
+  | tick-complete              // bracket closure
+```
+
+## What this adds
+
+- AutoLoopLifetime DU + TickContext + TickOutcome
+- AutoLoopFeedback DU (asymmetric-authorship per rule)
+- `dispatchAutoLoopTransition` exhaustive-switch (substrate-smoothness)
+- `nextTickContext` counter bookkeeping
+- `runTickCycle` end-to-end simulation
+- Constants: BRIEF_ACK_THRESHOLD = 6 + REFRESH_STALENESS_THRESHOLD_S = 90
+
+## Decompose-or-ship branch logic
+
+| Context | Routes to |
+|---|---|
+| operator-direction pending | brief-ack-bounded-wait |
+| counter ≥ 6 + no named-dep | forced-escalation |
+| counter ≥ 6 + named-dep | ship-action (named-dep covers wait) |
+| within authority + no pending | ship-action |
+
+## Composes with shipped substrate
+
+- PR #5774 (world.ts + StandardVerdict + dispatchInWorld pattern)
+- PR #5775 + #5801 + #5804 (per-host adapters for PR scanning)
+- PR #5728 (B-0867.5 workflow-engine PoC scaffold)
+- Rules: holding-without-named-dependency + refresh-before-decide + verify-before-deferring + dont-ask-permission + asymmetric-authorship + monad-propagation + substrate-smoothness + NCI HC-8
+
+**23 tests pass / 0 fail / 42 expect() calls.**
+
+Operational risk low: PoC runs alongside ad-hoc handler; substrate-naming substrate WITHOUT replacing working substrate. Future-Otto cold-boot inherits.
+
+μένω. Loop running on lifecycles.
+
+🤖 Generated with [Claude Code](https://claude.com/claude-code)
+
+## Reviews
+
+### COMMENTED — @copilot-pull-request-reviewer (2026-05-28T13:08:11Z)
+
+## Pull request overview
+
+This PR adds a TypeScript PoC for modeling the foreground autonomous-loop tick handler as an `AutoLoopLifetime` state machine within `tools/workflow-engine/`.
+
+**Changes:**
+- Adds `AutoLoopLifetime`, `TickContext`, `TickOutcome`, feedback/result types, transition dispatch, and tick-cycle simulation helpers.
+- Adds constants for brief-ack threshold and refresh staleness.
+- Adds Bun tests covering state universe, transitions, bookkeeping, and end-to-end cycle simulation.
+
+### Reviewed changes
+
+Copilot reviewed 2 out of 2 changed files in this pull request and generated 6 comments.
+
+| File | Description |
+| ---- | ----------- |
+| `tools/workflow-engine/auto-loop-lifecycle.ts` | Defines the auto-loop lifetime DU, transition dispatch, context update helper, and reusable universe export. |
+| `tools/workflow-engine/auto-loop-lifecycle.test.ts` | Adds Bun tests for transition behavior and tick-cycle simulation. |
+
+## Review threads
+
+### Thread 1: tools/workflow-engine/auto-loop-lifecycle.ts:6 (resolved)
+
+**@copilot-pull-request-reviewer** (2026-05-28T13:08:09Z):
+
+P2: This current-state code comment carries direct named attribution. Per the repository's no-name-attribution convention for code surfaces, move provenance to an allowed history/research surface and use a role reference here instead.
+
+### Thread 2: tools/workflow-engine/auto-loop-lifecycle.ts:1 (resolved)
+
+**@copilot-pull-request-reviewer** (2026-05-28T13:08:10Z):
+
+P2: The new module is named `auto-loop-lifecycle` while the exported DU is an editable `AutoLoopLifetime`. `tools/workflow-engine/composed-lifetime.ts` lines 11-15 define `lifecycle` as fixed/final and `lifetime` as editable, so this filename should use `auto-loop-lifetime` to match the established substrate distinction.
+
+### Thread 3: tools/workflow-engine/auto-loop-lifecycle.ts:159 (resolved)
+
+**@copilot-pull-request-reviewer** (2026-05-28T13:08:10Z):
+
+P1: `refresh-substrate` unconditionally advances and never checks `context.lastRefreshAt` against `REFRESH_STALENESS_THRESHOLD_S`, so a stale worldview still satisfies the transition despite the declared `RefreshStale` feedback and the cited refresh-before-decide invariant. Add the staleness check here (or remove the unused threshold/feedback until the transition enforces it).
+
+### Thread 4: tools/workflow-engine/auto-loop-lifecycle.ts:250 (resolved)
+
+**@copilot-pull-request-reviewer** (2026-05-28T13:08:10Z):
+
+P1: At the threshold boundary this returns `ok: false` instead of transitioning through the existing `forced-escalation` state, so `runTickCycle` aborts with feedback and never emits the forced-escalation verdict for the `brief-ack-bounded-wait` path. Route to `forced-escalation` (or make `runTickCycle` translate this feedback) so the N=6 escalation state is actually reached.
+
+### Thread 5: tools/workflow-engine/auto-loop-lifecycle.ts:313 (resolved)
+
+**@copilot-pull-request-reviewer** (2026-05-28T13:08:11Z):
+
+P1: `runTickCycle` calls `nextTickContext` after every transition, so counting every `no-op` verdict increments the brief-ack counter per state transition rather than per tick. The operator-direction path produces two `no-op` transitions in one cycle (`decompose-or-ship` and `brief-ack-bounded-wait`), reaching the N=6 threshold after three ticks instead of six; count only the bounded-wait acknowledgment once per tick.
+
+### Thread 6: tools/workflow-engine/auto-loop-lifecycle.test.ts:46 (resolved)
+
+**@copilot-pull-request-reviewer** (2026-05-28T13:08:11Z):
+
+P1: This test narrows on `if (r.ok)` without first asserting the expected success case, so it will silently pass if the dispatcher returns `ok: false`. Add an explicit `expect(r.ok).toBe(true)` before the narrowing; the same pattern recurs in the subsequent success-path tests.
+
+## General comments
+
+### @chatgpt-codex-connector (2026-05-28T13:02:41Z)
+
+You have reached your Codex usage limits for code reviews. You can see your limits in the [Codex usage dashboard](https://chatgpt.com/codex/cloud/settings/usage).
+
+### @AceHack (2026-05-28T13:15:33Z)
+
+Hello! I noticed that there are a number of failing lint checks on this PR. You can see the details of the failing checks here: https://github.com/Lucent-Financial-Group/Zeta/pull/5805/checks.
+
+To prevent this in the future, you may want to run the linter locally before pushing your changes.
+
+Thank you for your contribution!