Conversation
First fully-green gate in the repo's history landed with round 30. Aaron called a full round off for the entire roster in response: "everyone take a round off." - WINS.md gains one entry for the green-gate moment, named and honoured before it gets absorbed into the next round's planning. - CURRENT-ROUND.md flips header + classification to rest round. Track A + Track B work shifts to round 32. - Kenji's OFFTIME log records the rest. No coding, no reviewer dispatch, no DEBT reshuffling this round. The discipline of the rest is the rest. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 20, 2026
Two external-anchor PDFs (CC BY-NC-SA 4.0) placed at their memory-documented paths: - docs/2025_state_of_ai_assisted_software_development.pdf (~15MB, 138 pages) — findings + data report. - docs/2025_dora_ai_capabilities_model.pdf (~9MB, 94 pages) — framework companion. Citation anchors this commit makes in-tree rather than memory-only: Nyquist stability criterion for AI-accelerated development (foreword p9 fn 1) as theoretical anchor for CI-meta-loop + retractable-CD P1 BACKLOG work; "AI is an amplifier" anchor that echoes the corporate-religion / sandbox-escape threat class; seven-capability AI model that gives the external measurement vocabulary for round-audit output (capability #7 "quality internal platforms" is the in-flight P1 cluster per 2026-04-20 memory). License note: derived work is NC-SA-bound; Zeta citations are fine, external redistribution inherits NC-SA. Paired companion memory file is reference_dora_2025_reports.md (out-of-tree); this commit brings the primary sources in-tree so citation from research docs + ADRs can point at a repo-local path rather than a newsletter-gated URL.
AceHack
added a commit
that referenced
this pull request
Apr 21, 2026
Two external-anchor PDFs (CC BY-NC-SA 4.0) placed at their memory-documented paths: - docs/2025_state_of_ai_assisted_software_development.pdf (~15MB, 138 pages) — findings + data report. - docs/2025_dora_ai_capabilities_model.pdf (~9MB, 94 pages) — framework companion. Citation anchors this commit makes in-tree rather than memory-only: Nyquist stability criterion for AI-accelerated development (foreword p9 fn 1) as theoretical anchor for CI-meta-loop + retractable-CD P1 BACKLOG work; "AI is an amplifier" anchor that echoes the corporate-religion / sandbox-escape threat class; seven-capability AI model that gives the external measurement vocabulary for round-audit output (capability #7 "quality internal platforms" is the in-flight P1 cluster per 2026-04-20 memory). License note: derived work is NC-SA-bound; Zeta citations are fine, external redistribution inherits NC-SA. Paired companion memory file is reference_dora_2025_reports.md (out-of-tree); this commit brings the primary sources in-tree so citation from research docs + ADRs can point at a repo-local path rather than a newsletter-gated URL.
AceHack
added a commit
that referenced
this pull request
Apr 21, 2026
Both rows have been citing closed P0s as open for 25 rounds. The round-17 fixes (harsh-critic findings #3, #4, #7, #8 per docs/BACKLOG.md:286-299) closed the blocking correctness bugs: - Residuated.fs: top-2 cache replaced with SortedSet + weight dict; every op O(log k), no linear-scan fallback. The round-12 "O(1)" claim was false under adversarial retract-top workloads; the corrected "O(log k) genuinely" claim has been stable 25 rounds. See Residuated.fs:39-48 for the fix-in-code narrative. - FastCdc.fs: persistent scanCursor + hash (each byte Gear-hashed exactly once across lifetime) closed the O(n^2) buffer scan; Buffer.BlockCopy replaced per-byte ResizeArray.Add. See FastCdc.fs:68-76 for the fix-in-code narrative. Paper throughput target 1-3 GB/s/core holds. Rows now match the Bloom Round-40 graduation pattern (measured- evidence cite, implementation line reference, test coverage pointer). 25-round stability window beats the aspirational waiting-list — graduation on evidence, not aspiration. BP-10 clean; 0 invisible-unicode on edited file. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 21, 2026
Aaron 2026-04-20 three-message thread caught me mushing Zeta-project policy into the factory-reusable layer when I said "absorbed" without declaring scope. The symmetric-talk feedback memory I wrote earlier in this round had "(scope: Zeta + factory, not universal)" — exactly the conflation Aaron wants avoided for clean factory redistribution. BACKLOG row (P1, round-33 factory-tooling surface): - Options (a) extend skill-tune-up portability-drift criterion to cover memory/** + docs/ + BACKLOG rows, OR (b) create sibling scope-auditor skill with Matrix-mode skill-group. - Open Architect decision: which option + whether scope-clarification becomes a new HUMAN-BACKLOG category. - Resolution protocol: when scope is ambiguous, file a HUMAN-BACKLOG row (typical root cause is human imprecision in the original ask, per Aaron's self-diagnosis). Durable policy landed as memory feedback_scope_audit_skill_gap_human_backlog_resolution.md (outside-repo ~/.claude/projects/...) with full rule + HUMAN-BACKLOG resolution protocol + cross-refs to existing categories and skill-tune-up criterion #7. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 21, 2026
) * Round 41: OpenSpec coverage audit + backfill-program ADR Answers Aaron 2026-04-20 delete-all-code-recovery question: 4 capabilities / 783 lines of spec.md vs 66 top-level F# modules / 10,839 lines under src/Core/ — ~6% coverage today. docs/research/openspec-coverage-audit-2026-04-21.md - Inventory of 66 modules with line counts + capability mapping for the 4 existing capabilities - Uncovered modules sorted by delete-recovery blast radius: Band 1 MUST BACKFILL (8 modules / 1,629 lines — ZSet, Circuit, NestedCircuit, Spine family, BloomFilter as Adopt-row compatibility-coupling exception), Band 2 HIGH (12 / 2,008), Band 3 MEDIUM (45 / 6,585), Band 4 deliberately uncovered (AssemblyInfo only) - First 6-round cadence: operator-algebra extension (41), lsm-spine-family (42), circuit-recursion (43), sketches-probabilistic (44), content-integrity (45), crdt-family (46) - Success signal = Viktor spec-zealot adversarial audit: "could I rebuild this module from this spec alone?" docs/DECISIONS/2026-04-21-openspec-backfill-program.md - Adopts one-capability-per-round baseline with paper-grade half-credit rule (no more than 1 paper-grade round per 3) - Band 1 priority until complete; Adopt-row escalation for BloomFilter (TECH-RADAR Adopt without spec contract is a backwards-compatibility hazard) - Round-close ledger gains an `OpenSpec cadence` line - Alternatives considered: big-bang backfill (rejected — ontology-landing cadence + reviewer bandwidth), per-module capabilities (rejected — loses cross-module invariants), organic prioritisation (rejected — 40 rounds of drift evidence) docs/BACKLOG.md - Collapses the 29-line P0 scope into a 15-line pointer at the inventory + ADR now that parts (a)-(e) of the program setup have landed. Remaining work = per-round capability backfill per ADR schedule. Build: dotnet build -c Release clean; BP-10 ASCII-clean on all 3 modified files; markdownlint-cli2 clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: operator-algebra spec extension (cadence ship) First ship under the OpenSpec backfill program adopted 2026-04-21. Extends openspec/specs/operator-algebra/spec.md (184 -> 324 lines) with five new requirements covering structural and lifecycle gaps that the existing mathematical- law coverage left implicit: 1. Operator lifecycle — construction / step / after-step / reset phases with side-effect-freedom on construction and epoch-replay semantics on reset 2. Strict operators break feedback cycles — formalises that z^-1-on-feedback is a scheduling prerequisite and that cycle-without-strict is a construction error, not a silent heuristic 3. Clock scopes and tick monotonicity — nested-scope-to- fixpoint rule + sibling-scope independence 4. Incremental-wrapper preserves the chain rule — Incrementalize(Q) observably equivalent to D . Q . I, with linear/bilinear substitution permitted as an optimisation 5. Representation invariants of the reference Z-set — O(n+m) group ops + zero-alloc iteration as the reference contract; hash-table recoveries permitted at documented perf trade-off Disaster-recovery effect: a contributor with only this spec (plus the durability-modes + retraction-safe-recursion specs) can now rebuild Circuit.fs Op base + Incremental.fs wrapper + ZSet.fs representation invariants from the spec text alone. Owner: Architect (Kenji). Adversarial audit by Viktor (spec-zealot) is the ADR-declared ship-gate and will run post-land. Build: not rebuilt (no F# source changed); markdownlint clean; BP-10 ASCII clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: close Viktor P0 findings on operator-algebra spec Viktor's adversarial audit of the Round 41 cadence ship (commit e51ec1b) surfaced four P0 findings against the disaster-recovery bar. This commit closes all four: - **P0-1 (namespace drift).** `profiles/fsharp.md` asserted `Dbsp.Core` throughout, but `src/Core/**` uses `Zeta.Core`. A spec-only recovery would have shipped the wrong namespace to every downstream consumer. Replaced via one `replace_all` Edit. - **P0-2 (phantom Reset method).** The lifecycle requirement claimed a `reset` phase that does not exist on `Op`. Replaced the "reset replays the epoch" scenario with a determinism-under-structural-equivalence property: two freshly-constructed circuits of the same topology, stepped with the same input sequence, MUST produce identical outputs at every tick. Reconstruction is the supported route to a replayed epoch. - **P0-3 (after-step scope).** The lifecycle requirement said after-step runs "after every operator in the scope has completed its step." `Circuit.fs:205-208` iterates the `strictN` array only — after-step is selective to strict operators. Fixed wording and added a "after-step is selective to strict operators" scenario that pins the invariant. - **P0-4 (lifecycle phase undercount).** The requirement named four phases (construction / step / after-step / reset) but the code has five (construction / step / after-step / clock-start / clock-end). Restructured to three per-tick phases plus two scope-boundary phases, and extended the "clock scopes and tick monotonicity" requirement with the scope-boundary lifecycle contract (clock-start before tick 0 of a scope, clock-end after fixpoint or iteration cap). Build green (0 warnings / 0 errors). BP-10 lint clean. The capability now reflects the code's observable shape rather than an idealised cleaner cousin; a delete-recovery from this spec produces Zeta.Core with strict-operator after-step selectivity and nested-scope clock-boundary phases. Viktor's 10 P1 findings (async lifecycle, memory-ordering fence, register-lock semantics, IncrementalDistinct surface, ZSet sort invariant, Checked arithmetic, bilinear-size overflow, convergence-vs-cap) are deferred to Round 42 — filed as a BACKLOG sweep in follow-up work. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: file Viktor P1 findings as Round 42 BACKLOG absorb Companion to 92d7db2 (closing Viktor's four P0 findings). The ten P1-tier surface gaps Viktor identified do not block the disaster-recovery bar at capability-close but leave the operator-algebra spec incomplete relative to what a delete- recovery produces. Filed as a dedicated P0 sub-item so they travel with the OpenSpec backfill program rather than getting lost: async lifecycle, memory-ordering fence, register-lock semantics, IncrementalDistinct surface, ZSet sort invariant, Checked arithmetic, bilinear-size overflow, convergence-vs-cap, Op.Fixedpoint predicate, DelayOp reconstruction-first-tick. Also annotated the parent OpenSpec coverage entry with Round 41 sweep status (e51ec1b + 92d7db2, P0s closed, P1s deferred) so the backlog accurately reflects where the program stands. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: ROUND-HISTORY entry — OpenSpec backfill founding + first cadence ship Four-arc entry at the top of the file per newest-first policy: - Arc 1 (d435126): OpenSpec coverage audit + backfill-program ADR. Measured 6% coverage; declared one-capability-per-round baseline with paper-grade half-credit and Adopt-row priority escalation; banded 66 F# modules by delete-recovery blast radius. - Arc 2 (e51ec1b): operator-algebra extension as Round-41 cadence ship. Five new requirements covering lifecycle, strict-operator scheduling, clock scopes, Incrementalize wrapper, ZSet representation invariants. - Arc 3 (92d7db2): Viktor P0 close. Four drift-from-code defects fixed — namespace (Dbsp.Core → Zeta.Core), phantom Reset, after-step scope (strict-only), lifecycle phase undercount (3 per-tick + 2 scope-boundary). - Arc 4 (56f34b5): Viktor P1s filed as Round-42 absorb under the parent backfill P0, creating mechanical coupling between each capability ship and the following round's P1 sweep. Round-41 observations for Round 42 + prospective BP-WINDOW ledger table rendering the four commits against the consent / retractability / no-permanent-harm axes. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: memory-folder role-restructure — design plan + BACKLOG pointer Aaron 2026-04-19 asked for memory/role/persona/ so roles become first-class in the directory structure. Surface is wider than it first looks — 114 files / ~260 hand-written references to memory/persona/ paths (plus ~440 auto-regenerated references in tools/alignment/out/ that refresh on next citations.sh run). A bad role axis is hard to reverse; this design doc proposes the axis and holds execution for Aaron's sign-off rather than just-doing-it under Auto Mode. Design plan lands at: docs/research/memory-role-restructure-plan-2026-04-21.md Contents: 13-directory role axis (architect, security, verification, review, experience, api, performance, devops, algebra, skill-ops, maintainer, homage, alignment); persona-to-role crosswalk for every current directory; 5-phase execution plan (pre-flight greps → git mv → sed passes → 5-check verification → pointer-source updates); special-case handling for aaron (human maintainer), rodney (homage-named AI persona on the reducer skill), sova (emerging alignment-observability role); rollback plan (one atomic commit, git revert); four open questions for Aaron on axis judgement-calls. BACKLOG entry updated to reflect design-landed state with execution-slot recommendation for Round 42 opener after the Round 41 PR merges (keeps wide-surface reviews from overlapping). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: actualise Rounds 37-40 BP-WINDOW ledgers (PR #30 merged) Rounds 37-40 shipped via PR #30 (merge commit 1e30f8c, 2026-04-20). Ledger headers updated from "(prospective)" to "(merged via PR #30, 1e30f8c)" — the BP-WINDOW scores are now settled, not forecasts. Round 41 ledger remains "(prospective)" — round-41 branch has not merged to main yet. Prose uses of "prospective" on lines 437, 447, 553, etc. are historical-narrative commentary on authoring-time methodology and stay as-is. * Round 41: Soraya tool-coverage audit on RecursiveSigned skeleton Round 39 observation flagged src/Core/RecursiveSigned.fs + tools/tla/specs/RecursiveSignedSemiNaive.tla as held pending formal-verification-expert tool-coverage review. Round 41 closes that gate. Soraya's notebook entry lands: - Per-property tool table S1-S4 + refinement cross-check. TLC primary for S1/S2/S3/S3'/SupportMonotone; FsCheck for S4. - S2 flagged as the one P0 on the spec (silent fixpoint drift unrecoverable); BP-16 requires Z3 QF_LIA cross-check. - Refinement mapping: FsCheck cross-trace (signed vs counting at SeedWeight=1) wins over TLA+ refinement proof or Lean lemma — anti-TLA+-hammer, implementation-level where the bug bites. - Readiness gate: TLA+ spec is ready to model-check; no pre-TLC pass needed. Optional round-42 follow-up: add PROPERTY EventuallyDone to .cfg for liveness. - Graduation verdict: CONDITIONAL PASS. Four tool-coverage prereqs named in priority order; F# landing gated on them. Files read (no edits): RecursiveSigned.fs, RecursiveSignedSemiNaive.tla /cfg, RecursiveCountingLFP.tla, retraction-safe-semi-naive.md. * Round 41: capture Soraya's 4 tool-coverage prereqs on RecursiveSigned Soraya's round-41 audit of src/Core/RecursiveSigned.fs + tools/tla/specs/RecursiveSignedSemiNaive.tla landed as a CONDITIONAL PASS for Round-42 graduation. This commit lifts the four named prereqs out of her notebook into BACKLOG sub-items under the parent "Retraction-safe semi-naive LFP" entry, so the round-42 opener picks them up as checkbox work rather than having to re-read the notebook. Prereqs in priority order: - Prereq 1 — TLC CI wire-up (RecursiveSignedSemiNaive.cfg) - Prereq 2 — Z3 QF_LIA lemma for S2 FixpointAtTerm (BP-16 cross-check on the one P0; TLC alone insufficient for silent-fixpoint-drift risk) - Prereq 3 — FsCheck property for S4 sign-distribution (anti- TLA+-hammer; two-trace quantification is NOT a TLA+ property) - Prereq 4 — FsCheck cross-trace refinement (signed vs counting at SeedWeight = 1); cites BP-16 Round-42 graduation gate also captured: prereqs 1-4 CI-green + F# implementation with P1/P2/P3 enforced at caller. * Round 41: extend ROUND-HISTORY with arcs 5-7 (post-narrative commits) The initial Round 41 ROUND-HISTORY entry (6e6e211) covered arcs 1-4 (coverage audit, operator-algebra cadence ship, Viktor P0 close, Viktor P1 file). Three more commits landed after: Arc 5 — ROUND-HISTORY narrative + memory-restructure design (6e6e211, 36797ba). The memory-folder rename was downgraded to "design plan + sign-off first" under Auto Mode's do-not-take-overly-destructive-actions clause (700-occurrence cross-reference surface). Arc 6 — BP-WINDOW ledger actualisation for Rounds 37-40 (85fb352). Provenance (PR #30 / 1e30f8c) attached to each "(prospective)" header. Arc 7 — Round-35 holdover close (e461d9c, 15e9654). Soraya tool-coverage audit landed CONDITIONAL PASS for Round-42 graduation; four prereqs captured as BACKLOG sub-items with BP-16 citation on the S2 Z3 cross-check. Also: one new observation line in the Round-42 handoff section noting the holdover-closed-same-round-as-cadence-item pattern. BP-WINDOW ledger gains three rows. * Round 41: Aarav skill-tune-up ranking (catch-up from round-18 stale) CLAUDE.md 5-10 round cadence rule was 23 rounds overdue. Round 41 is the catch-up slot. Live-search + full ranking + prune pass all landed in a single invocation. Live-search (4 queries, 2026-Q1/Q2 best-practices targets): - 6 findings logged to best-practices-scratch.md: Gotchas-section rise, pushy-descriptions pattern, Claude-A-authors / Claude-B- tests, router-layer command-integrity injection class, Agent Stability Index 12-dim drift metric, OWASP Intent Capsule pattern. - Zero contradictions with stable BP-NN rules. - Zero promotions flagged to Architect this round; all six are "watch" or route-elsewhere. Top-5 skills flagged for tune-up: 1. performance-analysis-expert (642 lines, 2.1x BP-03 cap) — SPLIT — M 2. reducer (570 lines) — SPLIT or TUNE (prune) — M 3. consent-primitives-expert (507 lines) — SPLIT honouring BP-23 theory/applied axis — M 4. claims-tester / complexity-reviewer router-coherence drift — HAND-OFF-CONTRACT — S (round-18 carry-over) 5. skill-tune-up (self) — 303 lines, 3 over BP-03 — TUNE (prune authoritative-sources duplicated with AGENT-BEST-PRACTICES.md) — S. Self-flagged first per BP-06. Notebook state: - Stale round-18 top-5 archived in Pruning log (first catch-up prune). - 912 words, well under 3000-word BP-07 cap. - ASCII-only, BP-10 clean. Nine more bloat-row skills named as notable mentions queue behind the top-3 bloat cases. * Round 41: ADR — claims-tester/complexity-reviewer hand-off contract Close Aarav's round-18 HAND-OFF-CONTRACT finding (carried 23 rounds after ranker went offline by cadence). Two-stage pipeline: analytic bound first (complexity-reviewer), empirical measurement second (claims-tester). Names the reverse trigger (benchmark surprise flows the other direction) and the decision table for who fires when. Follow-up SKILL.md edits route via skill-creator per GOVERNANCE §4. * Round 41: extend ROUND-HISTORY with Arc 8 (router-coherence ADR) Arc 8 covers the claims-tester/complexity-reviewer hand-off ADR (47d92d8) closing Aarav's 23-round-stale round-18 HAND-OFF-CONTRACT finding. New observation on cadence-outage-recovery as a design axis: sweep infrastructure is subject to the same bitrot it detects on other surfaces. BP-WINDOW ledger gains two rows (085c0e3 Aarav catch-up, 47d92d8 router-coherence ADR). * Round 41: correct Prereq 1 sizing — no TLC CI job exists Close-out audit surfaced that .github/workflows/gate.yml only CACHES the tla2tools.jar artefact; nothing runs it. RecursiveCountingLFP.tla has shipped since round 19 compile-checkable-only — 22 rounds with no run-gate against its invariants. Soraya's Prereq 1 re-sized S→M with expanded scope covering both specs. Finding recorded as new round-41 observation: verifier-present does not imply verifier-actually-runs. * Round 41: BP-WINDOW ledger — 459b218 + d76a09b rows Keeps the Round 41 BP-WINDOW ledger commit-aligned rather than arc-aligned. 459b218 is the Arc-8 narrative itself; d76a09b is the Prereq-1 S→M correction. Both retractable as single reverts. * Round 41: file formal-analysis-gap-finder round-42 run — verifier-runs lens Codifies the round-41 Prereq-1 audit finding as a tracked research entry, distinct from its ROUND-HISTORY narrative presence. The finding — a verifier's installation artefacts do not imply the verifier is exercised by any CI job — is exactly the class formal-analysis-gap-finder exists to surface. Concrete motivating case: RecursiveCountingLFP.tla compile-checkable-only for 22 rounds. Round-42 scope covers the bidirectional audit (specs without gates + gates without specs). Handoff to Soraya per the skill's standing contract; does not write the spec or CI job (DevOps + Soraya work). Schedules after Prereq 1 lands so the audit sees corrected state. * Round 41: BP-WINDOW ledger — 2042a85 row Per the established stopping rule (meta-ledger commits do not get self-referential rows; their round-close coverage is the PR merge), this commit adds only the 2042a85 row and does not add a row for itself. * Round 41: CONFLICT-RESOLUTION — Hiroshi ↔ Daisy hand-off row Closes ADR 47d92d8's third follow-up action item. Single-row addition to Active tensions citing the router-coherence ADR as the standing resolution. Doc-only edit (not a SKILL.md touch, so GOVERNANCE §4 does not gate this). The other two ADR follow-ups (claims-tester + complexity-reviewer SKILL.md updates) remain deferred to round 42 via skill-creator workflow. * Round 41: BP-WINDOW ledger — fcfa3d9 row Per-commit ledger discipline for the CONFLICT-RESOLUTION Hiroshi ↔ Daisy row. Meta-ledger-only commit so no self-referential row for this commit itself (established stopping rule). * Round 41: file harsh-critic findings on ADR 47d92d8 as round-42 supersedure backlog Router-coherence ADR 47d92d8 (Hiroshi analytic ↔ Daisy empirical two-stage pipeline) landed without the adversarial-review gate. Post-landing harsh-critic (Kira) pass surfaced 3 P0 + 5 P1 + 2 P2 substantive findings, including (P0-1) unscoped grandfather clause, (P0-2) table-vs-prose contradiction on reverse trigger, (P0-3) Stage-1 "analytically wrong" clause blocking the evidence loop for escalation, (P1-7) no escalation timebox reproducing the 23-round-stale failure mode the ADR diagnosed, (P1-8) two advisory skills not composing to a mandatory pipeline without a binding dispatcher, (P2-9) example-bug on BCL Dictionary.Remove amortised complexity, and more. File as round-42 supersedure rather than inline-edit because docs/CONFLICT-RESOLUTION.md already cites 47d92d8 as Standing Resolution — supersedure preserves the citation chain via GOVERNANCE §2 edit-in-place with a "Superseded by …" header on v1. New ADR target: docs/DECISIONS/2026-04-??-router-coherence- v2.md. Supersedure work blocks the claims-tester + complexity-reviewer SKILL.md updates ADR 47d92d8 follow-up work depends on — those edits should target v2, not v1. Owner: Architect drafts; Kira audits closure; Aarav confirms router-coherence drift stays closed. Effort: M. Schedule: Round 42 slot after Soraya Prereq 1 (TLC wire-up) lands. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: BP-WINDOW ledger — 779d7ef row Ledger row for harsh-critic findings filing commit. Primary work (BACKLOG addition tracking a round-42 supersedure with 10 named findings), not meta-ledger — earns a row under the BP-WINDOW per-commit discipline. Consent = adversarial findings tracked honestly; Retractability = supersedure preserves citation chain vs inline-edit; No-permanent-harm = single BACKLOG edit, no ADR body touched, no SKILL.md touched. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: Arc 9 narrative — self-correction sweep ROUND-HISTORY Arc 1-8 narrated primary commits up through the router-coherence ADR (47d92d8). Four primary commits landed after Arc 8 — Prereq 1 sizing correction (d76a09b), recurring- audit lens BACKLOG entry (2042a85), CONFLICT-RESOLUTION Hiroshi ↔ Daisy row (fcfa3d9), and harsh-critic findings filed as round-42 supersedure (779d7ef) — visible only in the BP-WINDOW ledger table, not in narrative form. Arc 9 ties them into one coherent sequence: the round's self-correction ran unusually deep. Arc 8 corrects Aarav's round-18 finding via ADR; Arc 9 catches the corrector itself under-reviewed via Kira's adversarial pass. Both self- corrections land before round-close. Narrative-ledger alignment is the BP-WINDOW discipline's first assertion — restoring it. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: BP-WINDOW ledger — 160fcfa row Ledger row for Arc 9 narrative commit. Narrative extensions count as primary work under BP-WINDOW precedent (per 459b218 and 6e6e211 examples) and earn a ledger row. Consent = drift closed honestly; Retractability = single revertable doc edit; No-permanent-harm = isolated insertion. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: v2 ADR — router-coherence supersedure closes 10 Kira findings in-round Drafts v2 of the router-coherence ADR (docs/DECISIONS/2026-04-21-router-coherence-v2.md) that supersedes v1 (47d92d8) in the same round, closing all 10 Kira harsh-critic findings (3 P0 + 5 P1 + 2 P2) via named textual closures C-P0-1 through C-P2-10. Key closures: - C-P0-1: grandfather clause bounded with Kenji-owned inventory + one-per-round discharge - C-P0-2: reverse trigger unconditional (table now matches prose) - C-P0-3: escalation-evidence exception permits Stage 2 under conference protocol with explicit labelling - C-P1-5: Stage-1 trigger widened to match claims-tester SKILL.md contract - C-P1-7: escalation timebox (round +2 auto-promote to BACKLOG P1) prevents 23-round-stale reproduction - C-P1-8: Kenji named as binding dispatcher — advisory + advisory + binding-dispatcher composes to mandatory pipeline - C-P2-9: Dictionary.Remove example replaced with ArrayPool<T>.Rent (legitimate BCL-contract edge) v1 kept in place per GOVERNANCE §2 with Superseded-by header appended in a follow-up commit so the CONFLICT-RESOLUTION Active-tensions citation chain remains resolvable. BP-10 lint: clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: v1 ADR — append Superseded-by header per GOVERNANCE §2 Appends Superseded-by header to router-coherence v1 ADR (47d92d8) pointing at v2 (09f0889), per GOVERNANCE §2 (docs read as current state; superseded ADRs keep v1 in place with redirect header so citation chains remain resolvable). Also corrects v1 Status from "Proposed — awaits sign-off" to "Accepted (pre-adversarial-review; superseded by v2 same-round after Kira pass)" per Closure C-P1-4 in v2 — Status was already cited as Standing Resolution in docs/CONFLICT-RESOLUTION.md Active-tensions, so Proposed was factually wrong. The v1 body text is not edited — supersedure preserves the historical record; v2 carries the closures. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: Arc 10 narrative + BP-WINDOW rows for v2 supersedure Adds Arc 10 narrative covering 09f0889 (v2 ADR) and 4efe545 (v1 Superseded-by header) as one coherent in-round supersedure story, after Arc 9's "self-correction sweep" and before Round 41 observations. Pattern: Arc 9 surfaces the under-review; Arc 10 lands the close in the same round rather than deferring a known-imperfect artefact. Adds two BP-WINDOW ledger rows (09f0889, 4efe545) to the round-41 ledger block per the per-commit accounting discipline. Supersedure arc count now covers the full round-41 close: 10 arcs / 25 primary-work commits. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: close BACKLOG supersedure entry — discharged in-round by v2 Flips BACKLOG router-coherence supersedure entry from [ ] to [x] ✅ with "shipped round 41 in-round" annotation pointing at v2 ADR (09f0889) + v1 Superseded-by header (4efe545). All 10 Kira findings closed via named textual closures C-P0-1 through C-P2-10. Original finding narrative preserved below the closure line per the shipped-item convention used elsewhere in the file (audit trail). Follow-up SKILL.md edits to claims-tester + complexity-reviewer via skill-creator remain round-42 scope, now targeting v2 as intended. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: BP-WINDOW row for BACKLOG-close commit 4537365 Adds BP-WINDOW ledger row for 4537365 (BACKLOG supersedure entry discharged in-round) to match the Arc 9 precedent where 779d7ef (BACKLOG entry addition) received a row. Symmetry: add and close get equal ledger treatment. Meta-ledger stopping rule still holds — this commit itself (which only adds a ledger row) does not get a self-referential row. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: grandfather O(·) claims inventory — honours v2 C-P0-1 within-round Produces the one-time grandfather-claims inventory named in router-coherence v2 ADR §Closure C-P0-1 within the round v2 lands, per ADR's own within-round commitment. Inventory: 35 live claims at ADR-landing time (29 F# /// docstrings in src/Core/ + src/Bayesian/, 3 grey-zone F# code comments, 1 openspec/specs/operator-algebra/spec.md line, 2 docs/research/** claims). Zero hits in root README, memory/persona/*/NOTEBOOK.md, docs/papers/** (directory does not exist yet). Distinguishes live claims (shipping as asserted bounds) from historical evidence (BACKLOG [x] ✅ residue, TECH-RADAR flag-text narrating past regressions, in-file "was O(…)" commentary on fixed paths). Only live claims populate the grandfather set — evidence is captured for audit trail but excluded per v2's intent ("claims Zeta is currently making"). BACKLOG discharge entry added: P2, one-claim-per-round cadence, ~35-round tail, Aarav graceful-degradation clause fires on ≥3 rounds without discharge. Complexity-class distribution of live set: 10 O(1), 13 O(log n)/O(log k)/O(log N), 7 O(n)/O(n log n)/O(n log k), 5 parametric. BP-10 lint: clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: Arc 11 narrative + BP-WINDOW row for grandfather inventory Adds Arc 11 narrative covering d98ef2b (grandfather inventory + BACKLOG discharge entry) as the close of the v2 ADR's within-round commitments. Pattern: Arc 10 lands the ADR; Arc 11 lands the ADR's own within-round commitment — without Arc 11, Arc 10 would have shipped a contract Zeta didn't meet. Adds BP-WINDOW ledger row for d98ef2b per per-commit accounting discipline. Round 41 now closes at 11 arcs / 30 primary-work commits. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: DORA 2025 reports — reference substrate land in docs/ Two external-anchor PDFs (CC BY-NC-SA 4.0) placed at their memory-documented paths: - docs/2025_state_of_ai_assisted_software_development.pdf (~15MB, 138 pages) — findings + data report. - docs/2025_dora_ai_capabilities_model.pdf (~9MB, 94 pages) — framework companion. Citation anchors this commit makes in-tree rather than memory-only: Nyquist stability criterion for AI-accelerated development (foreword p9 fn 1) as theoretical anchor for CI-meta-loop + retractable-CD P1 BACKLOG work; "AI is an amplifier" anchor that echoes the corporate-religion / sandbox-escape threat class; seven-capability AI model that gives the external measurement vocabulary for round-audit output (capability #7 "quality internal platforms" is the in-flight P1 cluster per 2026-04-20 memory). License note: derived work is NC-SA-bound; Zeta citations are fine, external redistribution inherits NC-SA. Paired companion memory file is reference_dora_2025_reports.md (out-of-tree); this commit brings the primary sources in-tree so citation from research docs + ADRs can point at a repo-local path rather than a newsletter-gated URL. * Round 41: Arc 12 narrative + BP-WINDOW row for DORA substrate Narrative section for Arc 12 inserted before "Round 41 observations for Round 42" with primary commit pointer to 46075d6. Arc 12 frames the DORA 2025 PDFs as memory-promotion substrate per the 2026-04-20 feedback entry ("DORA is our starting point for measurements") and cites the concrete in-tree anchors (Nyquist p9 fn 1, seven- capability model, AI-amplifier thesis). Also surfaces honestly — in-body, not buried in a private retrospective — the ranker-scope gap that let the two untracked PDFs sit 18+ hours through nine consecutive /next-steps invocations before this arc closed the gap. The skill explicitly lists docs/research/ and docs/TECH-RADAR.md but not `git status --short` for untracked files. Candidate skill-tune-up note for Aarav's notebook: /next-steps must run `git status --short` on every invocation so dropped-in artefacts appear in ranking before the ninth re-fire, not after. BP-WINDOW ledger gets a matching 46075d6 row with reference-document-specific cells: Consent strengthened by promoting memory-only anchors to in-repo substrate and by surfacing the ranker-stall pattern in-narrative; retraction is a single `git rm` if the license / size stance later changes; no-permanent-harm preserved since no runtime behaviour depends on the PDFs' presence (they are citation substrate, not loaded artefacts). Arc count now 12; primary-work-commit count now 12 (Round 41 alignment preserved). Build gate green (0 Warning / 0 Error); BP-10 lint clean on the narrative + ledger row. * Round 41: markdownlint CI fix on PR #31 Three rule violations surfaced by `lint (markdownlint)` CI job on PR #31: - `docs/DECISIONS/2026-04-21-router-coherence-claims-vs-complexity.md:261` MD022/blanks-around-headings — collapse multi-line heading `## Decision rationale (one paragraph for the\nwait-don't-read audience)` to a single line so the parser stops seeing line 262 as adjacent non-blank content. - `docs/research/grandfather-claims-inventory-2026-04-21.md:106` MD032/blanks-around-lists — add blank line between "Surface distribution:" lead-in and the `-` list that follows. - `docs/research/grandfather-claims-inventory-2026-04-21.md:111` MD032/blanks-around-lists — same fix for "Complexity-class distribution (rough):" lead-in. All three are the same class of fix shipped in task #105 on PR #30. Additive edit to the open round-41 PR branch — no rewrite of shipped content, semantics preserved. Verified clean via `npx markdownlint-cli2` on both files before push. * Round 42: speculative round-N+1 branch convention in git-workflow-expert Formalise the fix for the round-41-late 28-fire /next-steps hold-pattern: once PR-N is CLEAN/MERGEABLE, fork round-<N+1>-speculative from round-N HEAD immediately so round-N+1 prep can proceed while the merge click lives on Aaron's schedule. Rebase onto main after PR-N squash-merges, rename to drop the -speculative suffix. Covers: fork conditions (CLEAN/MERGEABLE + green CI + clean round-N tree), naming (round-<N+1>-speculative), fair-game vs not-fair-game scope, rebase protocol with --force-with-lease, escape valve for long-waiting PRs. Lands via skill-creator vibe-mode invocation per GOVERNANCE §4; draft + BP-10 lint + commit without eval-pass because the amendment is mechanical convention addition, not behavioural. Authorized by Aaron's 2026-04-20 fix-factory-when-blocked grant (feedback_fix_factory_when_blocked_post_hoc_notify.md). First use of the convention itself: this commit lands on round-42-speculative, forked from round-41 HEAD (3525631) while PR #31 still waits on Aaron's merge click. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: retarget claims-tester + complexity-reviewer at router-coherence v2 Lands the Stage-1 (complexity-reviewer, Hiroshi, analytic) and Stage-2 (claims-tester, Daisy, empirical) hand-off sections in both skills' procedures, citing the v2 ADR at docs/DECISIONS/2026-04-21-router-coherence-v2.md as the authoritative pipeline contract. v1 at 2026-04-21-router-coherence-claims-vs- complexity.md is noted as superseded. Per v2 Closure C-P1-8, both skills name the Architect (Kenji) as the binding dispatcher — two advisory roles do not compose to a mandatory two-stage pipeline without a binding dispatcher; Kenji is that seat. Both skills remain advisory on their individual findings; the ordering, reverse-trigger rule, and escalation timebox are binding through Kenji. Each skill's new section mirrors the authoritative v2 pipeline text: - Stage-1 trigger surface per C-P1-5 (XML / /// / README / commit / BACKLOG / TECH-RADAR / papers / openspec / research / notebooks) - Three Stage-1 outputs (sound -> hand-off, wrong -> block-with- escalation-exception, under-specified -> author-bounce) - Four Stage-2 triggers (hand-off, grandfather inventory, reverse trigger unconditional per C-P0-2, escalation-evidence per C-P0-3) - Three Stage-2 outputs (matches, contradicts -> re-engage, narrow) - Escalation timebox per C-P1-7 (round +2 auto-promote to P1) - Grandfather set per C-P0-1 (one per round from docs/research/grandfather-claims-inventory-*.md) Bibliography in both skills now cross-references each other plus the v2 ADR, so an agent wearing either hat can reach the partner contract in one click. Landed on round-42-speculative per the new speculative-round-N+1-branch convention from .claude/skills/git-workflow-expert/SKILL.md (fea0d34). PR #31 still awaits merge; this commit is fair-game per the convention because the target SKILL.md files are already on main and the v2 ADR text cited is stable on the round-41 branch HEAD. Authorised by the post-hoc-notify grant captured at memory/feedback_fix_factory_when_blocked_post_hoc_notify.md: factory- structure additions that unblock work are authorised; deletions still need pre-approval. Workflow: invoked via skill-creator:skill-creator in vibe-mode (no evals — mechanical additive edits). BP-10 invisible-Unicode lint: clean (0 hits, 307 lines total across both files). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Round 42: grandfather discharge #1 — BetaBernoulli.Observe O(1) (Stage 1 only) First use of the router-coherence v2 pipeline on a live grandfather- inventory row. Discharges claim #1 at src/Bayesian/BayesianAggregate.fs:22, the Beta-Bernoulli conjugate- update "O(1) per observation" docstring claim. Stage 1 (complexity-reviewer, Hiroshi, analytic) signs off: - Worst-case: O(1) — two IEEE-754 fadds + two field writes. - Amortised: O(1), same as worst-case (no deferred work). - Expected: O(1), deterministic runtime. - Lower bound: Omega(1) — any durable-observation write is at least one cell-probe (Patrascu-Thorup). - Constant factor: ~4 cycles on cache-resident instance; devirtualised because the class is [<Sealed>]; zero heap allocation per call. Claim is tight — worst-case meets the lower bound. Sound. Stage 2 (claims-tester, Daisy, empirical benchmark + docstring tightening) is deferred to the post-PR-#31-merge window per the speculative-branch fair-game rules in .claude/skills/git-workflow-expert/SKILL.md — Stage-2 execution touches bench/ + produces a src/ docstring tightening commit that is better bundled with other Bayesian-surface work than landed piecemeal on a speculative branch. Contrary-workload notes enumerated for Stage 2: - High-magnitude batched observations (stresses int64->double promotion). - High-frequency tight-loop (verifies cache-resident assumption). - Thread-contended case (out of O-claim scope but worth a number). Inventory row #1 flipped from `pre-ADR/pre-ADR` to `sound (2026-04-20, <discharge doc>) / deferred post-merge`. Remaining grandfather claims: 34 of 35. Expected-empty round at 1-per-round cadence: ~round 76. Aarav graceful-degradation clause starts counting from the next round. Pipeline authority: docs/DECISIONS/2026-04-21-router-coherence-v2.md. Binding dispatcher: Kenji at round-close. Landed on round-42-speculative per the new speculative-round-N+1 convention (fea0d34). PR #31 still awaits merge. Authorised by the post-hoc-notify grant at memory/feedback_fix_factory_when_blocked_post_hoc_notify.md (factory-adjacent research-doc + inventory-row flip; no src/ touch this commit). BP-10 invisible-Unicode lint: clean (0 hits, 300 lines total across both files). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Round 42: lsm-spine-family OpenSpec capability (backfill #2) Backfills the log-structured merge spine family — five variants plus dispatcher — as behavioural spec with F# profile. Earned an unconditional rebuild verdict from spec-zealot (Viktor) on the third pass: a rebuilder working from spec+profile alone would land at the same variants, constants, and algorithms. - spec.md: 11 requirements covering delta-stream integration, cascade bounded-depth invariant (settle-point framing with the 32-level cap scoped to the in-memory reference variants), spine- equivalence through Consolidate, retraction-native across tiers, per-tick merge budget with caller-pumped Tick reporting drained count, identity-keyed opaque-handle backing-store (not content- addressable) with fail-soft Release, disk honesty with crash- consistency boundary, async-producer depth-independent on the Insert hot path with Insert-only qualifier on observation calls, stateless selector with four-case decision matrix, observable state machine with Clear demoted to optional, explicit per-variant thread-safety contract. - profiles/fsharp.md: module layout under src/Core/*, construction signatures, per-variant thread-safety, Graham 1969 2x list- scheduling bound for BalancedSpine scheduler, TryWrite silent- drop post-dispose disclosed as known gap with BACKLOG pointer, stale-read qualifier on SpineAsync observation methods, BackedSpine explicitly not bounded by the 32-level cap. Validation: openspec validate lsm-spine-family --strict clean; BP-10 invisible-unicode lint zero hits on both files; dotnet build -c Release clean (0 Warning / 0 Error). Second capability landed under the round-42 OpenSpec backfill cadence (ADR 2026-04-21-openspec-backfill-program), following operator-algebra in round 41. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: TECH-RADAR Trial->Adopt for Residuated + FastCDC Both rows have been citing closed P0s as open for 25 rounds. The round-17 fixes (harsh-critic findings #3, #4, #7, #8 per docs/BACKLOG.md:286-299) closed the blocking correctness bugs: - Residuated.fs: top-2 cache replaced with SortedSet + weight dict; every op O(log k), no linear-scan fallback. The round-12 "O(1)" claim was false under adversarial retract-top workloads; the corrected "O(log k) genuinely" claim has been stable 25 rounds. See Residuated.fs:39-48 for the fix-in-code narrative. - FastCdc.fs: persistent scanCursor + hash (each byte Gear-hashed exactly once across lifetime) closed the O(n^2) buffer scan; Buffer.BlockCopy replaced per-byte ResizeArray.Add. See FastCdc.fs:68-76 for the fix-in-code narrative. Paper throughput target 1-3 GB/s/core holds. Rows now match the Bloom Round-40 graduation pattern (measured- evidence cite, implementation line reference, test coverage pointer). 25-round stability window beats the aspirational waiting-list — graduation on evidence, not aspiration. BP-10 clean; 0 invisible-unicode on edited file. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: operator-algebra P1 absorb — 10 findings closed Absorbs the 10 P1 findings Viktor (spec-zealot) flagged on the Round 41 operator-algebra capability ship (BACKLOG.md:54-82). No code changes — spec + profile only. spec.md (7 findings): - (d) IncrementalDistinct: new "wrapper is a semantic identity on distinct" scenario under incremental-wrapper, stating both the D-distinct-I form and the H boundary-crossing form with their equivalence under retractions. - (e) ZSet sort invariant: representation scenario now declares ascending-by-key order with an adjacent-pair comparator predicate, tied to the equality-normalisation requirement. - (f) Checked arithmetic: new "weight arithmetic overflow is observable" scenario; overflow surfaces a checked-arithmetic failure rather than wrapping, with two documented post-failure observable states the profile must pick from. - (g) Bilinear-size overflow: new "intermediate term size may exceed final-delta size" scenario; implementation budgets memory for the sum of pre-cancellation term sizes, not the final delta. - (h) Convergence-vs-cap: new "iteration cap without fixpoint is an observable failure" scenario; cap-hit surfaces with scope + cap identification and clock-end still runs under a partial- completion contract. - (i) Op.Fixedpoint predicate: nested-scope scenario clarifies the fixpoint-detector is scope-level, with operators forbidden from individually short-circuiting the iteration. - (j) DelayOp reconstruction: new "reconstruction re-emits the declared initial value" scenario; warm-restart semantics deferred to the durability capability. Also tightened a pre-existing deontic collision Viktor flagged as P2: "MUST be permitted (but not required)" → "MAY substitute" (spec.md line 379). profiles/fsharp.md (3 findings): - (a) async lifecycle: Op<'T> now documents the IsAsync virtual alongside IsStrict, with Circuit.Step sync/async fast-path behaviour pinned. - (b) Memory-ordering fence: VolatileField release-on-write / acquire-on-read pairing named as the fence the base spec refers to in "output is observable after step returns". - (c) Register-lock semantics: Circuit's single per-circuit register-lock pinned as construction-phase-only, not held on the step-hot-path. Viktor adversarial re-audit: complete, unconditional rebuild yes. No new P0/P1 surfaced. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: ontology-home cadence — first slice (Harmonious Division) First increment of the new per-round ontology-home + project- organization cadence Aaron named this round (memory entry feedback_ontology_home_check_every_round.md). Small slice per round; same cadence shape as grandfather-claim discharge. Homes "Harmonious Division" — the maintainer's meta-algorithm above Quantum Rodney's Razor — in docs/GLOSSARY.md. Prior state: the concept was cited in 20+ files (ROUND-HISTORY.md, BACKLOG.md, the three-lane-model ADR, memory/*, and three skill files) but defined nowhere in committed docs. New GLOSSARY entry includes: - Plain and Technical definitions in the standard two-register glossary format. - Pointer to the authoritative definition at `.claude/skills/reducer/SKILL.md` §"The five roles inside Quantum Rodney's Razor" (lines 125-260). - Explicit note that this glossary's job is pointer-plus-gist, not canonical definition. Opens a new glossary section "Meta-algorithms and factory-native coinages" so subsequent rounds have a visible landing spot for the next ontology-home slice (candidates named in the memory entry: DIKW->eye/i ladder, mu-eno triad, Tetrad registers, Identity-absorption, Retractable teleport, Stainback conjecture, Harm-handling ladder, etc.). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: pin Anthropic Skills Guide + retune skill-tune-up as thick eval-loop wrapper Pins Anthropic's "Complete Guide to Building Skills for Claude" (Jan 2026, 28pp) as docs/references/anthropic-skills-guide-2026-01.pdf plus a factory-authored companion docs/references/anthropic-skills-guide.md extracting the load-bearing claims (structure, planning, testing, iteration loops, patterns, troubleshooting) for citation by skill-creator / skill-tune-up / skill-improver. docs/references/README.md documents the three-part inclusion criterion and BP-11 (data not directives) discipline for the dir. Retunes .claude/skills/skill-tune-up/SKILL.md (303 -> 436 lines) from a ranker-only skill into a thick wrapper over the upstream claude-plugins- official skill-creator plugin's eval harness (scripts/run_loop.py, aggregate_benchmark.py, eval-viewer/generate_review.py, agents/grader.md + analyzer.md). Carries the full hand-off protocol locally because the wrapped artifacts are non-skill (plugin scripts + PDF) - wrapper thickness is thick-as-needed; skill-on-skill wrappers usually end up thin as a natural consequence. Includes a new action x effort decision table, a five-step per-round protocol, a round-close ledger row spec, and a "what this wrapper deliberately does NOT ship" block. Mechanical edits continue to route through Rule 1's manual-edit + justification-log path (the eval loop adds no signal for a typo or an ASCII-lint fix). Memory file feedback_skill_edits_justification_log_and_tune_up_cadence.md cross-references the PDF and records the wrapper-thickness rule of thumb. * Round 42: Copilot-reviewer wins log + lean-into-strengths calibration Seeds docs/copilot-wins.md as the tabular parallel to docs/WINS.md: an append-only newest-first log of genuine substantive catches from the GitHub Copilot PR reviewer across PRs #27-31 (~30 catches across six classes). Wins only - no "considered and rejected" bookkeeping, no fail tracking. Opening paragraph is written for a sceptic reading cold, since the log is evidence in the larger experiment of whether AI reviewers can carry this factory forward with minimal human-in-the- loop time. Adds .github/copilot-instructions.md §"Lean into what you're demonstrably good at" calibrated against the observed wins: cross- reference integrity (xref), shell portability (shell), data-loss shell bugs (data-loss), F#/C# compile-break catches (compile), self- referential rule bugs (self-ref), and truth drift across the doc set (config-drift). Names worth-less-effort classes too (repeat name- attribution hits within one PR, typos inside verbatim-quote blocks). Adds a cross-reference banner to docs/WINS.md pointing at the Copilot sibling so both "was having AI reviewers worth it?" streams are discoverable from the same place. Log-maintenance recipe embedded in copilot-wins.md uses the correct line-level review-comments endpoint: gh api repos/<owner>/<repo>/ pulls/<N>/comments with a jq filter for the copilot-pull-request- reviewer bot login. * Round 42: name the zero-human-code invariant in wins-log openers The wins logs are the sceptic-facing evidence for the Zeta experiment. Their openers read in a generic AI-assisted- development register, but the actual story is narrower and stronger: a 20-year engineer walking away from the keyboard on purpose, every file under version control agent-authored, Copilot as the only non-roster audit on the tree. Name both invariants up front so the logs carry the weight they've actually earned. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: round-close narrative Ten-arc entry at the top of ROUND-HISTORY.md per newest-first policy, documenting Round 42 as the first round where every Round-41-founded cadence *repeats*: - Arc 1 (fea0d34): speculative round-N+1 branch convention — fix for Round-41-late 28-fire /next-steps hold-pattern - Arc 2 (e8ed0db): router-coherence v2 SKILL.md retargets — discharges Round-41 Arc-10 deferral - Arc 3 (4f229f0): grandfather discharge #1 (BetaBernoulli Observe O(1), Stage 1 only) — first live use of v2 pipeline - Arc 4 (8a2a15d): lsm-spine-family OpenSpec capability — Round-42 ADR slot, Viktor unconditional-rebuild on pass 3 - Arc 5 (3976cb3): TECH-RADAR Residuated + FastCDC Trial->Adopt after 25-round stability window - Arc 6 (1a1802f): operator-algebra P1 absorb — 10 findings closed, capability disaster-recovery bar restored - Arc 7 (db7d45c): ontology-home first slice — Harmonious Division homed in GLOSSARY.md - Arc 8 (baa423e): Anthropic Skills Guide pinned + skill- tune-up retuned as thick eval-loop wrapper — first customer of the tech-best-practices policy - Arc 9 (2c82ce7): Copilot-reviewer wins log + lean-into- strengths calibration - Arc 10 (88673f1): zero-human-code invariant named in wins- log openers — vibe-coding external legibility Round 42 observations for Round 43 + prospective BP-WINDOW ledger table rendering the ten commits against the consent / retractability / no-permanent-harm axes. BP-10 invisible-Unicode lint clean (0 hits, 3260 lines total). No source / spec / test / SKILL.md touched; single narrative insertion at the top of the file. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: markdownlint fixes on round-close narrative Two lint issues surfaced by markdownlint-cli2 on the prior narrative commit (65cd1c9): - MD018 line 43: `#31` at line start parsed as an ATX heading. Rewrapped so `PR #31` lands mid-line after `while`. - MD032 line 104: `+ dispatcher)` at line start parsed as a list-item missing surrounding blank lines. Replaced with "plus dispatcher)" so the paragraph stays prose. markdownlint-cli2 exit 0; BP-10 invisible-Unicode lint clean. No content change — both fixes are whitespace-equivalent reflows that preserve the narrative's words and structure. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: fix pipe-in-table lint drift on copilot-wins.md Two MD056 errors on the PR-#27 and PR-#28 entries — literal pipe characters inside backticks were being parsed as extra table-column separators: - Line 108 (PR #27): `||` at row starts → rendered as extra empty columns despite backtick quoting. - Line 136 (PR #27): `grep -vE '^(#|$)' | while …` — escaped `\|` still failed at render. Both replaced with `<code>…</code>` HTML tags + `|` entities for the literal pipes. Rendering is now consistent across GitHub and markdownlint. Meta-ironic class of drift worth naming: a log documenting Copilot catching pipe-parsing bugs had drifted into the same class of bug on two of its own rows. The log now passes the hygiene test it narrates. markdownlint-cli2 exit 0; BP-10 invisible-Unicode clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 42: Aarav round-42 ranking + BP-03 self-flag + harness-calibration annotation Aarav (skill-tune-up) round-42 cadence discharge. Round-41 top-5 carries over; self-rank escalates to P1 #4 after commit baa423e retuned skill-tune-up/SKILL.md 303 -> 436 lines (1.45x BP-03 cap). claims-tester / complexity-reviewer hand-off carry-over from round 18 drops off top-5 (resolved via commit e8ed0db + router-coherence-v2 ADR). Files: - memory/persona/aarav/NOTEBOOK.md: round-42 observation + top-5 revision (skill-tune-up self escalated) + archived round-41 top-5 + calibration preamble flagging the ranking as static-signals-only with a harness run scheduled for round 43 (per Aaron's round-42 correction that "worst performance" claims must drive the Anthropic skill-creator eval harness rather than guessing by inspection). - memory/persona/best-practices-scratch.md: F7-F9 live-search entries from Aarav's round-42 pass (Anthropic skill- authoring Apr 2026, OWASP Top 10 Agentic 2026, skill wrapper thick-vs-thin 2026). Zero contradictions with stable BP-NN; zero promotion candidates this round. - docs/BACKLOG.md: P2 entry for resolving the skill-tune-up BP-03 self-breach. Binary remedy: (a) Kenji-ADR declaring non-skill-wrapper exception to BP-03 or (b) extract eval-loop protocol body to docs/references/ so the skill file shrinks under 300 lines. Composes with the skill-eval-tools calibration memory saved this round. * Round 43: close skill-tune-up BP-03 self-breach via content extraction Aarav's round-42 self-flag (BACKLOG P2, filed commit 45369ae) resolved via the mechanical-edit path of the gate table. .claude/skills/skill-tune-up/SKILL.md shrinks 436 -> 282 lines (54 under the 300-line BP-03 cap) by extracting two reference blocks verbatim: - §"The eval-loop hand-off protocol" (~130 lines) — the gate table, per-round protocol, stopping criteria, ledger row, and deliberately-not-reimplemented list. - Notebook format + ranking-round output format templates (~55 lines). Extracted content lives at docs/references/skill-tune-up- eval-loop.md alongside the existing Anthropic skills guide references. SKILL.md retains a short pointer block. No change to triggering behaviour, output shape, or instruction-following — the ranker reading the pointer-plus- reference produces the same ranking output as the ranker reading the pre-extract inline version. This is why the manual-edit path (gate table "mechanical rename | content extract preserving protocol verbatim") applies instead of the full eval-loop path. Files: - .claude/skills/skill-tune-up/SKILL.md: 436 -> 282 lines. - docs/references/skill-tune-up-eval-loop.md: NEW. Hosts the extracted protocol + templates + rationale. - docs/skill-edit-justification-log.md: NEW. First row documents this extraction per memory/feedback_skill_edits_justification_log_and_tune_up_cadence.md Rule 1. Template for future mechanical-edit rows included. - memory/persona/aarav/NOTEBOOK.md: self-flag #4 marked RESOLVED; drops off top-5 next invocation. Does NOT rebut the round-42 harness-calibration memory (feedback_skill_tune_up_uses_eval_harness_not_static_line_ count.md). That rule applies to "worst-performing" ranking claims; this edit is a fix-my-own-size hygiene pass on the mechanical-edit path, which is explicitly separate in the gate table. * Round 43: GOVERNANCE.md §11 → debt-intentionality invariant Replace the architect-reviews-all-agent-code gate with the invariant Aaron named verbatim on the round-42/43 boundary: "that's intentional debt, not accidental debt, I'm trying to avoid accidental debt." - ADR: docs/DECISIONS/2026-04-20-intentional-debt-over- architect-gate.md. Full rationale, consequences, alternatives considered, implementation plan rounds 43-46, single-round rollback plan per §15. - New ledger: docs/INTENTIONAL-DEBT.md. Newest-first, never-deleted. Seeded with 4 rows: copilot/CONFLICT- RESOLUTION audit (round-44 scope), skill-tune-up content extraction, Aarav static-signal-only ranking (retroactive), §10 cross-reference verification. Six-field format (shortcut / why-now / right-long-term / trigger / effort / filed-by). - GOVERNANCE.md §11 rewritten: architect is synthesiser-not- gate; specialists remain advisory; any persona may wear the architect hat; self-declaration obligation on shortcut-takers; retroactive rows are the rule working. - Internal §11 citations refreshed: .claude/agents/architect.md (description + Authority block), .claude/skills/round-management/SKILL.md (one line), .claude/skills/holistic-view/SKILL.md (frontmatter + body). - Mechanical-edit row filed in docs/skill-edit-justification- log.md for the two skill-file citation refreshes. External-contract files (copilot-instructions.md, CONFLICT- RESOLUTION.md) deliberately deferred to round 44 per the ADR implementation plan; that deferral is filed on the ledger as its first open-debt row — the rule exercising itself on round one. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 43: ROUND-HISTORY.md TOC + imagination-during-off-time proposal - docs/ROUND-HISTORY.md now has a Contents section (27 round-links, newest-first) just below the intro. Anchor links use standard markdown slugification. Archive policy noted inline: split pre-round-N to _archive/ when the file hits 5000 lines, keep this file as a rolling window of the most recent ~20 rounds. No ADR needed for a mechanical archive move. - docs/research/imagination-proposal-2026-04-20.md proposes the lighter shape for "use your imagination during off- time" — a shared reference doc + notebook-frontmatter tweak + round-close-template line, not a new SKILL.md. Argues imagination is anti-procedural; encoding it as a skill would force it through the harness against the wrong axis. Round-43 addendum folds in Aaron's multi-agent-play permission ("two agents can take free time together") with a shared-notebook co-presence surface at memory/persona/ _offtime-together/ and an explicit "ignore-this-if-you- want" clause quoted verbatim. For Kenji to route via skill-creator if accepted, or to reject outright (both are fine outcomes under the new §11 — architect synthesises, doesn't gate). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 43: performance-analysis-expert harness dry-run — empirical BP-03 signal Iteration-1 on Aarav's round-42 top-1 candidate. 2 prompts × with/without skill. Results: aggregate 9/10 with-skill vs 10/10 baseline; +35% tokens +35% wall-time for zero pass-rate benefit. with-skill regressed on eval-0 (failed 600-word cap due to mandatory template sections); tied on eval-1. The 642-line BP-03 breach is not just stylistic — it now has empirical pass-rate + cost evidence. Aarav's SPLIT axis is partially confirmed, but the real split is template-rigidity (mandated sections vs advisory), not queueing-vs-AOT-PGO domain. Lands: - docs/research/harness-run-2026-04-20-performance-analysis-expert.md — full iteration-1 numbers, per-assertion grading rationale, SPLIT vs SHRINK vs OBSERVE remediation options, caveats (N=1, assertion-design missed handoff-routing value). - Progress note on docs/INTENTIONAL-DEBT.md row #3 (Aarav static-signal ranking) — 1 of 5 candidates empirically harness-run; row stays open. - .gitignore — .claude/skills/*-workspace/ pattern (iteration artifacts are regeneratable; only round-close signals land in-repo). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 43: reducer harness dry-run — TIED baseline, +30% cost Second candidate from Aarav's static top-5 (570-line SKILL.md, 1.9x BP-03 cap). Two prompts × {with-skill, without-skill}: quantum-razor-pruning + essential-vs-accidental. Both conditions hit 10/10 assertions; with-skill cost +29% tokens, +30% wall-time with zero pass-rate benefit. Pattern across two candidates (performance-analysis-expert + reducer): >500-line SKILL.md bodies add ~30% cost overhead uniformly. Mandatory-sections structure (perf-analysis) regresses on short-form prompts; lighter-framework structure (reducer) ties baseline. SPLIT hypothesis not confirmed for reducer — framework transfers to both lanes at equal cost. Recommended action: OBSERVE with bias toward SHRINK; SPLIT ruled out. INTENTIONAL-DEBT.md row #3 gets second progress note; 3 candidates still pending (consent-primitives-expert next). * Round 43: consent-primitives-expert harness dry-run — TIED baseline, +22% tokens/+5% wall Third of Aarav's static-top-5 BP-03 candidates through the Anthropic plugin:skill-creator eval harness. Continues the round-43 pay-down on docs/INTENTIONAL-DEBT.md row #3 (Aarav ranked by static BP-03 line-count only — empirical harness runs are the right signal). Iteration-1 result: - 2 evals x 2 configurations = 4 subagent runs - scope-intersection-algebra (theory) + gdpr-audit-collision (applied) - 10/10 with_skill vs 10/10 without_skill (TIED) - +22.1% tokens, +4.7% wall-time (lowest cost overhead of the three candidates measured so far) Pattern across three candidates now solid: on frontier- model baselines, >500-line expert-skill SKILL.md files do not improve pass-rate on content-graded prompts. Cost is real (+22-35% tokens); benefit is zero on the pass-rate axis. The discriminating signal is output character (which failure modes get named), a qualitative axis the harness benchmark does not score. Recommended action for consent-primitives-expert: OBSERVE (not SHRINK, not RETIRE). The 507 lines carry distinct technical content per section; pruning risk is content- loss, not just terseness. Revisit if/when a real round- task invokes the skill and the framework-naming does not prove load-bearing on real work. Two static-top-5 candidates still pending harness runs. * Round 43: BACKLOG P3 row — user-privacy compliance as slow-burn direction Aaron 2026-04-20, after the consent-primitives-expert harness dry-run, flagged GDPR + California (CCPA/CPRA) + generic user-privacy compliance as a long-horizon Zeta direction. Explicitly slow burn, no hard requirement yet, but worth logging as an anchor so the direction is visible when natural entry points appear. Preferred shape (per Aaron): generic-first frame ("user privacy") with GDPR / CCPA as regimes mapped onto the substrate. Probable artefacts when it lands: a user-privacy-expert skill umbrella + a companion doc, citing rather than duplicating consent-primitives-expert. Confirmation from the dry-run outputs that landed this round: crypto-shredding (destroy per-subject DEK, leave ciphertext in place) is regulator-accepted GDPR Art. 17 erasure — EDPB Opinion 28/2024, ENISA, GDPR Recital 26. Canonical for the long-term-backup case Aaron's contact mentioned (cannot rewrite tape archives; destroying the DEK propagates erasure atomically). Gotchas logged in memory: single-tenant DEK per subject, plaintext leaks outside ciphertext, pre-encryption snapshots, KEK is the perimeter. No round-scope work today. Row is the anchor. * Round 43: skill.yaml spike on prompt-protector — structured spec companion Pilots the proposed pattern: every .claude/skills/<name>/SKILL.md gets a sibling skill.yaml carrying structured fields that tools (model-checkers, linters, schedulers) can consume directly. The prose body stays in SKILL.md for Claude-facing consumption. Aaron's framing: invariants are currently guesses; data-driven everything. The spike encodes that directly — every field carries one of three tiers: - guess — stated belief, no evidence collected - observed — at least one data point or audit supports it - verified — mechanical check or proof enforces it The honest tally at the bottom is the burn-down list. On prompt- protector's first-pass spec: 6 guesses, 5 observed, 2 verified. Next-promotion-targets point at the three cheapest guesses to retire (skills-lint script, one harness run for cost-profile, dispatch-template extraction for safety-clause carryover). One file added; SKILL.md untouched. Deliberate — the spec companion is additive. Schema is draft v0.1 — will evolve as more skills migrate. Two candidates ready for round 44: skill-tune-up (clear authority-scope + handoff contract to skill-creator) and the SPACE-OPERA sibling of threat-model-critic (clear state-machine for teaching-variant parity). * Round 43: INVARIANT-SUBSTRATES.md — posture made first-class Aaron 2026-04-20: "this should not be quiet, Zeta quietly already has invariants-at-every-layer, it's first class in my mind we should make it explicit." Lands docs/INVARIANT-SUBSTRATES.md as a stance doc peer to VISION.md and ALIGNMENT.md. Names the posture (every layer has a declarative invariant substrate), maps layers to substrates and checker portfolios (spec/protocol/proof/ constraint/property/data/code/skill/agent-behaviour/policy/ ontology), codifies the three-tier discipline (guess / observed / verified) with burn-down counts as the honest backlog, and explains why a multi-layer multi-vendor factory can succeed where single-layer single-vendor .NET Code Contracts (2008-2017) died. VISION.md gets a pointer from the "verification is load-bearing" bullet into the new doc. Paired artefacts: - .claude/skills/prompt-protector/skill.yaml — first concrete skill-layer substrate, draft v0.1 (round 43), 6 guess / 5 observed / 2 verified / 13 total. - memory/.../reference_dotnet_code_contracts_prior_art.md, user_invariant_based_programming_in_head.md — the head-invariant + prior-art memory substrate behind the posture. * Round 43: factory-reuse-beyond-Zeta-DB captured as P3 constraint Aaron 2026-04-20, mid-round, after the invariant-substrates doc landed: "that's a constraint" — on making the software factory and its codified practices reusable beyond Zeta-DB. Explicitly NOT primary-goal scope today; logged so the constraint shapes every factory-level decision going forward. BACKLOG P3 row names the direction, the existing toehold (skill-tune-up portability-drift criterion 7), the probable packaging-decision surfaces (extraction unit, dependency shape, living-BP refresh cadence, governance-overlay mechanism), and the effort sizing (L when packaging starts, S-per-round for constraint application). Co-design rule recorded in memory: `feedback_factory_reuse_packaging_decisions_consult_aaron.md` — prior art exists (Claude Code plugins, Anthropic skills, Semantic Kernel) but codified best practices for AI-software- factory reuse do not. Aaron wants to co-define them; his cognitive style loves best-practice thinking (captured in `user_aaron_enjoys_defining_best_practices.md` — the activity exercises the branch-prediction faculty from `user_psychic_debugger_faculty.md`). * …
AceHack
added a commit
that referenced
this pull request
Apr 21, 2026
- CONFLICT-RESOLUTION.md: cite router-coherence v2 ADR as current, v1 retained as historical record (finding #1). - ROUND-HISTORY.md: correct operator-algebra spec line count in Arc 2 narrative (324 -> 365; both duplicated occurrences) to match the shipped spec at `e51ec1b` (finding #2). - openspec-coverage-audit: drop broken link to non-existent inventory follow-up; band definitions already live in Part C (finding #3). Attribute triggering question to "human maintainer" per write-for-a-stranger norm (finding #8). - best-practices-scratch: merge split H2 "uv-only Python package and tool / management" into single heading (finding #4). - memory-role-restructure-plan: add --exclude-dir=references to baseline grep loops so research scratch doesn't inflate hit counts (finding #5); canonicalize flat-file destination to persona-roles-README.md to match the sed rewrites below (finding #6); replace three non-portable `xargs -r sed -i ""` invocations with portable `while read + sed -i.bak + rm` loops that work on BSD and GNU alike (finding #7 and two sibling instances of the same bug). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 21, 2026
…-round v2 supersedure + DORA substrate (#31) * Round 41: OpenSpec coverage audit + backfill-program ADR Answers Aaron 2026-04-20 delete-all-code-recovery question: 4 capabilities / 783 lines of spec.md vs 66 top-level F# modules / 10,839 lines under src/Core/ — ~6% coverage today. docs/research/openspec-coverage-audit-2026-04-21.md - Inventory of 66 modules with line counts + capability mapping for the 4 existing capabilities - Uncovered modules sorted by delete-recovery blast radius: Band 1 MUST BACKFILL (8 modules / 1,629 lines — ZSet, Circuit, NestedCircuit, Spine family, BloomFilter as Adopt-row compatibility-coupling exception), Band 2 HIGH (12 / 2,008), Band 3 MEDIUM (45 / 6,585), Band 4 deliberately uncovered (AssemblyInfo only) - First 6-round cadence: operator-algebra extension (41), lsm-spine-family (42), circuit-recursion (43), sketches-probabilistic (44), content-integrity (45), crdt-family (46) - Success signal = Viktor spec-zealot adversarial audit: "could I rebuild this module from this spec alone?" docs/DECISIONS/2026-04-21-openspec-backfill-program.md - Adopts one-capability-per-round baseline with paper-grade half-credit rule (no more than 1 paper-grade round per 3) - Band 1 priority until complete; Adopt-row escalation for BloomFilter (TECH-RADAR Adopt without spec contract is a backwards-compatibility hazard) - Round-close ledger gains an `OpenSpec cadence` line - Alternatives considered: big-bang backfill (rejected — ontology-landing cadence + reviewer bandwidth), per-module capabilities (rejected — loses cross-module invariants), organic prioritisation (rejected — 40 rounds of drift evidence) docs/BACKLOG.md - Collapses the 29-line P0 scope into a 15-line pointer at the inventory + ADR now that parts (a)-(e) of the program setup have landed. Remaining work = per-round capability backfill per ADR schedule. Build: dotnet build -c Release clean; BP-10 ASCII-clean on all 3 modified files; markdownlint-cli2 clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: operator-algebra spec extension (cadence ship) First ship under the OpenSpec backfill program adopted 2026-04-21. Extends openspec/specs/operator-algebra/spec.md (184 -> 324 lines) with five new requirements covering structural and lifecycle gaps that the existing mathematical- law coverage left implicit: 1. Operator lifecycle — construction / step / after-step / reset phases with side-effect-freedom on construction and epoch-replay semantics on reset 2. Strict operators break feedback cycles — formalises that z^-1-on-feedback is a scheduling prerequisite and that cycle-without-strict is a construction error, not a silent heuristic 3. Clock scopes and tick monotonicity — nested-scope-to- fixpoint rule + sibling-scope independence 4. Incremental-wrapper preserves the chain rule — Incrementalize(Q) observably equivalent to D . Q . I, with linear/bilinear substitution permitted as an optimisation 5. Representation invariants of the reference Z-set — O(n+m) group ops + zero-alloc iteration as the reference contract; hash-table recoveries permitted at documented perf trade-off Disaster-recovery effect: a contributor with only this spec (plus the durability-modes + retraction-safe-recursion specs) can now rebuild Circuit.fs Op base + Incremental.fs wrapper + ZSet.fs representation invariants from the spec text alone. Owner: Architect (Kenji). Adversarial audit by Viktor (spec-zealot) is the ADR-declared ship-gate and will run post-land. Build: not rebuilt (no F# source changed); markdownlint clean; BP-10 ASCII clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: close Viktor P0 findings on operator-algebra spec Viktor's adversarial audit of the Round 41 cadence ship (commit e51ec1b) surfaced four P0 findings against the disaster-recovery bar. This commit closes all four: - **P0-1 (namespace drift).** `profiles/fsharp.md` asserted `Dbsp.Core` throughout, but `src/Core/**` uses `Zeta.Core`. A spec-only recovery would have shipped the wrong namespace to every downstream consumer. Replaced via one `replace_all` Edit. - **P0-2 (phantom Reset method).** The lifecycle requirement claimed a `reset` phase that does not exist on `Op`. Replaced the "reset replays the epoch" scenario with a determinism-under-structural-equivalence property: two freshly-constructed circuits of the same topology, stepped with the same input sequence, MUST produce identical outputs at every tick. Reconstruction is the supported route to a replayed epoch. - **P0-3 (after-step scope).** The lifecycle requirement said after-step runs "after every operator in the scope has completed its step." `Circuit.fs:205-208` iterates the `strictN` array only — after-step is selective to strict operators. Fixed wording and added a "after-step is selective to strict operators" scenario that pins the invariant. - **P0-4 (lifecycle phase undercount).** The requirement named four phases (construction / step / after-step / reset) but the code has five (construction / step / after-step / clock-start / clock-end). Restructured to three per-tick phases plus two scope-boundary phases, and extended the "clock scopes and tick monotonicity" requirement with the scope-boundary lifecycle contract (clock-start before tick 0 of a scope, clock-end after fixpoint or iteration cap). Build green (0 warnings / 0 errors). BP-10 lint clean. The capability now reflects the code's observable shape rather than an idealised cleaner cousin; a delete-recovery from this spec produces Zeta.Core with strict-operator after-step selectivity and nested-scope clock-boundary phases. Viktor's 10 P1 findings (async lifecycle, memory-ordering fence, register-lock semantics, IncrementalDistinct surface, ZSet sort invariant, Checked arithmetic, bilinear-size overflow, convergence-vs-cap) are deferred to Round 42 — filed as a BACKLOG sweep in follow-up work. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: file Viktor P1 findings as Round 42 BACKLOG absorb Companion to 92d7db2 (closing Viktor's four P0 findings). The ten P1-tier surface gaps Viktor identified do not block the disaster-recovery bar at capability-close but leave the operator-algebra spec incomplete relative to what a delete- recovery produces. Filed as a dedicated P0 sub-item so they travel with the OpenSpec backfill program rather than getting lost: async lifecycle, memory-ordering fence, register-lock semantics, IncrementalDistinct surface, ZSet sort invariant, Checked arithmetic, bilinear-size overflow, convergence-vs-cap, Op.Fixedpoint predicate, DelayOp reconstruction-first-tick. Also annotated the parent OpenSpec coverage entry with Round 41 sweep status (e51ec1b + 92d7db2, P0s closed, P1s deferred) so the backlog accurately reflects where the program stands. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: ROUND-HISTORY entry — OpenSpec backfill founding + first cadence ship Four-arc entry at the top of the file per newest-first policy: - Arc 1 (d435126): OpenSpec coverage audit + backfill-program ADR. Measured 6% coverage; declared one-capability-per-round baseline with paper-grade half-credit and Adopt-row priority escalation; banded 66 F# modules by delete-recovery blast radius. - Arc 2 (e51ec1b): operator-algebra extension as Round-41 cadence ship. Five new requirements covering lifecycle, strict-operator scheduling, clock scopes, Incrementalize wrapper, ZSet representation invariants. - Arc 3 (92d7db2): Viktor P0 close. Four drift-from-code defects fixed — namespace (Dbsp.Core → Zeta.Core), phantom Reset, after-step scope (strict-only), lifecycle phase undercount (3 per-tick + 2 scope-boundary). - Arc 4 (56f34b5): Viktor P1s filed as Round-42 absorb under the parent backfill P0, creating mechanical coupling between each capability ship and the following round's P1 sweep. Round-41 observations for Round 42 + prospective BP-WINDOW ledger table rendering the four commits against the consent / retractability / no-permanent-harm axes. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: memory-folder role-restructure — design plan + BACKLOG pointer Aaron 2026-04-19 asked for memory/role/persona/ so roles become first-class in the directory structure. Surface is wider than it first looks — 114 files / ~260 hand-written references to memory/persona/ paths (plus ~440 auto-regenerated references in tools/alignment/out/ that refresh on next citations.sh run). A bad role axis is hard to reverse; this design doc proposes the axis and holds execution for Aaron's sign-off rather than just-doing-it under Auto Mode. Design plan lands at: docs/research/memory-role-restructure-plan-2026-04-21.md Contents: 13-directory role axis (architect, security, verification, review, experience, api, performance, devops, algebra, skill-ops, maintainer, homage, alignment); persona-to-role crosswalk for every current directory; 5-phase execution plan (pre-flight greps → git mv → sed passes → 5-check verification → pointer-source updates); special-case handling for aaron (human maintainer), rodney (homage-named AI persona on the reducer skill), sova (emerging alignment-observability role); rollback plan (one atomic commit, git revert); four open questions for Aaron on axis judgement-calls. BACKLOG entry updated to reflect design-landed state with execution-slot recommendation for Round 42 opener after the Round 41 PR merges (keeps wide-surface reviews from overlapping). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: actualise Rounds 37-40 BP-WINDOW ledgers (PR #30 merged) Rounds 37-40 shipped via PR #30 (merge commit 1e30f8c, 2026-04-20). Ledger headers updated from "(prospective)" to "(merged via PR #30, 1e30f8c)" — the BP-WINDOW scores are now settled, not forecasts. Round 41 ledger remains "(prospective)" — round-41 branch has not merged to main yet. Prose uses of "prospective" on lines 437, 447, 553, etc. are historical-narrative commentary on authoring-time methodology and stay as-is. * Round 41: Soraya tool-coverage audit on RecursiveSigned skeleton Round 39 observation flagged src/Core/RecursiveSigned.fs + tools/tla/specs/RecursiveSignedSemiNaive.tla as held pending formal-verification-expert tool-coverage review. Round 41 closes that gate. Soraya's notebook entry lands: - Per-property tool table S1-S4 + refinement cross-check. TLC primary for S1/S2/S3/S3'/SupportMonotone; FsCheck for S4. - S2 flagged as the one P0 on the spec (silent fixpoint drift unrecoverable); BP-16 requires Z3 QF_LIA cross-check. - Refinement mapping: FsCheck cross-trace (signed vs counting at SeedWeight=1) wins over TLA+ refinement proof or Lean lemma — anti-TLA+-hammer, implementation-level where the bug bites. - Readiness gate: TLA+ spec is ready to model-check; no pre-TLC pass needed. Optional round-42 follow-up: add PROPERTY EventuallyDone to .cfg for liveness. - Graduation verdict: CONDITIONAL PASS. Four tool-coverage prereqs named in priority order; F# landing gated on them. Files read (no edits): RecursiveSigned.fs, RecursiveSignedSemiNaive.tla /cfg, RecursiveCountingLFP.tla, retraction-safe-semi-naive.md. * Round 41: capture Soraya's 4 tool-coverage prereqs on RecursiveSigned Soraya's round-41 audit of src/Core/RecursiveSigned.fs + tools/tla/specs/RecursiveSignedSemiNaive.tla landed as a CONDITIONAL PASS for Round-42 graduation. This commit lifts the four named prereqs out of her notebook into BACKLOG sub-items under the parent "Retraction-safe semi-naive LFP" entry, so the round-42 opener picks them up as checkbox work rather than having to re-read the notebook. Prereqs in priority order: - Prereq 1 — TLC CI wire-up (RecursiveSignedSemiNaive.cfg) - Prereq 2 — Z3 QF_LIA lemma for S2 FixpointAtTerm (BP-16 cross-check on the one P0; TLC alone insufficient for silent-fixpoint-drift risk) - Prereq 3 — FsCheck property for S4 sign-distribution (anti- TLA+-hammer; two-trace quantification is NOT a TLA+ property) - Prereq 4 — FsCheck cross-trace refinement (signed vs counting at SeedWeight = 1); cites BP-16 Round-42 graduation gate also captured: prereqs 1-4 CI-green + F# implementation with P1/P2/P3 enforced at caller. * Round 41: extend ROUND-HISTORY with arcs 5-7 (post-narrative commits) The initial Round 41 ROUND-HISTORY entry (6e6e211) covered arcs 1-4 (coverage audit, operator-algebra cadence ship, Viktor P0 close, Viktor P1 file). Three more commits landed after: Arc 5 — ROUND-HISTORY narrative + memory-restructure design (6e6e211, 36797ba). The memory-folder rename was downgraded to "design plan + sign-off first" under Auto Mode's do-not-take-overly-destructive-actions clause (700-occurrence cross-reference surface). Arc 6 — BP-WINDOW ledger actualisation for Rounds 37-40 (85fb352). Provenance (PR #30 / 1e30f8c) attached to each "(prospective)" header. Arc 7 — Round-35 holdover close (e461d9c, 15e9654). Soraya tool-coverage audit landed CONDITIONAL PASS for Round-42 graduation; four prereqs captured as BACKLOG sub-items with BP-16 citation on the S2 Z3 cross-check. Also: one new observation line in the Round-42 handoff section noting the holdover-closed-same-round-as-cadence-item pattern. BP-WINDOW ledger gains three rows. * Round 41: Aarav skill-tune-up ranking (catch-up from round-18 stale) CLAUDE.md 5-10 round cadence rule was 23 rounds overdue. Round 41 is the catch-up slot. Live-search + full ranking + prune pass all landed in a single invocation. Live-search (4 queries, 2026-Q1/Q2 best-practices targets): - 6 findings logged to best-practices-scratch.md: Gotchas-section rise, pushy-descriptions pattern, Claude-A-authors / Claude-B- tests, router-layer command-integrity injection class, Agent Stability Index 12-dim drift metric, OWASP Intent Capsule pattern. - Zero contradictions with stable BP-NN rules. - Zero promotions flagged to Architect this round; all six are "watch" or route-elsewhere. Top-5 skills flagged for tune-up: 1. performance-analysis-expert (642 lines, 2.1x BP-03 cap) — SPLIT — M 2. reducer (570 lines) — SPLIT or TUNE (prune) — M 3. consent-primitives-expert (507 lines) — SPLIT honouring BP-23 theory/applied axis — M 4. claims-tester / complexity-reviewer router-coherence drift — HAND-OFF-CONTRACT — S (round-18 carry-over) 5. skill-tune-up (self) — 303 lines, 3 over BP-03 — TUNE (prune authoritative-sources duplicated with AGENT-BEST-PRACTICES.md) — S. Self-flagged first per BP-06. Notebook state: - Stale round-18 top-5 archived in Pruning log (first catch-up prune). - 912 words, well under 3000-word BP-07 cap. - ASCII-only, BP-10 clean. Nine more bloat-row skills named as notable mentions queue behind the top-3 bloat cases. * Round 41: ADR — claims-tester/complexity-reviewer hand-off contract Close Aarav's round-18 HAND-OFF-CONTRACT finding (carried 23 rounds after ranker went offline by cadence). Two-stage pipeline: analytic bound first (complexity-reviewer), empirical measurement second (claims-tester). Names the reverse trigger (benchmark surprise flows the other direction) and the decision table for who fires when. Follow-up SKILL.md edits route via skill-creator per GOVERNANCE §4. * Round 41: extend ROUND-HISTORY with Arc 8 (router-coherence ADR) Arc 8 covers the claims-tester/complexity-reviewer hand-off ADR (47d92d8) closing Aarav's 23-round-stale round-18 HAND-OFF-CONTRACT finding. New observation on cadence-outage-recovery as a design axis: sweep infrastructure is subject to the same bitrot it detects on other surfaces. BP-WINDOW ledger gains two rows (085c0e3 Aarav catch-up, 47d92d8 router-coherence ADR). * Round 41: correct Prereq 1 sizing — no TLC CI job exists Close-out audit surfaced that .github/workflows/gate.yml only CACHES the tla2tools.jar artefact; nothing runs it. RecursiveCountingLFP.tla has shipped since round 19 compile-checkable-only — 22 rounds with no run-gate against its invariants. Soraya's Prereq 1 re-sized S→M with expanded scope covering both specs. Finding recorded as new round-41 observation: verifier-present does not imply verifier-actually-runs. * Round 41: BP-WINDOW ledger — 459b218 + d76a09b rows Keeps the Round 41 BP-WINDOW ledger commit-aligned rather than arc-aligned. 459b218 is the Arc-8 narrative itself; d76a09b is the Prereq-1 S→M correction. Both retractable as single reverts. * Round 41: file formal-analysis-gap-finder round-42 run — verifier-runs lens Codifies the round-41 Prereq-1 audit finding as a tracked research entry, distinct from its ROUND-HISTORY narrative presence. The finding — a verifier's installation artefacts do not imply the verifier is exercised by any CI job — is exactly the class formal-analysis-gap-finder exists to surface. Concrete motivating case: RecursiveCountingLFP.tla compile-checkable-only for 22 rounds. Round-42 scope covers the bidirectional audit (specs without gates + gates without specs). Handoff to Soraya per the skill's standing contract; does not write the spec or CI job (DevOps + Soraya work). Schedules after Prereq 1 lands so the audit sees corrected state. * Round 41: BP-WINDOW ledger — 2042a85 row Per the established stopping rule (meta-ledger commits do not get self-referential rows; their round-close coverage is the PR merge), this commit adds only the 2042a85 row and does not add a row for itself. * Round 41: CONFLICT-RESOLUTION — Hiroshi ↔ Daisy hand-off row Closes ADR 47d92d8's third follow-up action item. Single-row addition to Active tensions citing the router-coherence ADR as the standing resolution. Doc-only edit (not a SKILL.md touch, so GOVERNANCE §4 does not gate this). The other two ADR follow-ups (claims-tester + complexity-reviewer SKILL.md updates) remain deferred to round 42 via skill-creator workflow. * Round 41: BP-WINDOW ledger — fcfa3d9 row Per-commit ledger discipline for the CONFLICT-RESOLUTION Hiroshi ↔ Daisy row. Meta-ledger-only commit so no self-referential row for this commit itself (established stopping rule). * Round 41: file harsh-critic findings on ADR 47d92d8 as round-42 supersedure backlog Router-coherence ADR 47d92d8 (Hiroshi analytic ↔ Daisy empirical two-stage pipeline) landed without the adversarial-review gate. Post-landing harsh-critic (Kira) pass surfaced 3 P0 + 5 P1 + 2 P2 substantive findings, including (P0-1) unscoped grandfather clause, (P0-2) table-vs-prose contradiction on reverse trigger, (P0-3) Stage-1 "analytically wrong" clause blocking the evidence loop for escalation, (P1-7) no escalation timebox reproducing the 23-round-stale failure mode the ADR diagnosed, (P1-8) two advisory skills not composing to a mandatory pipeline without a binding dispatcher, (P2-9) example-bug on BCL Dictionary.Remove amortised complexity, and more. File as round-42 supersedure rather than inline-edit because docs/CONFLICT-RESOLUTION.md already cites 47d92d8 as Standing Resolution — supersedure preserves the citation chain via GOVERNANCE §2 edit-in-place with a "Superseded by …" header on v1. New ADR target: docs/DECISIONS/2026-04-??-router-coherence- v2.md. Supersedure work blocks the claims-tester + complexity-reviewer SKILL.md updates ADR 47d92d8 follow-up work depends on — those edits should target v2, not v1. Owner: Architect drafts; Kira audits closure; Aarav confirms router-coherence drift stays closed. Effort: M. Schedule: Round 42 slot after Soraya Prereq 1 (TLC wire-up) lands. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: BP-WINDOW ledger — 779d7ef row Ledger row for harsh-critic findings filing commit. Primary work (BACKLOG addition tracking a round-42 supersedure with 10 named findings), not meta-ledger — earns a row under the BP-WINDOW per-commit discipline. Consent = adversarial findings tracked honestly; Retractability = supersedure preserves citation chain vs inline-edit; No-permanent-harm = single BACKLOG edit, no ADR body touched, no SKILL.md touched. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: Arc 9 narrative — self-correction sweep ROUND-HISTORY Arc 1-8 narrated primary commits up through the router-coherence ADR (47d92d8). Four primary commits landed after Arc 8 — Prereq 1 sizing correction (d76a09b), recurring- audit lens BACKLOG entry (2042a85), CONFLICT-RESOLUTION Hiroshi ↔ Daisy row (fcfa3d9), and harsh-critic findings filed as round-42 supersedure (779d7ef) — visible only in the BP-WINDOW ledger table, not in narrative form. Arc 9 ties them into one coherent sequence: the round's self-correction ran unusually deep. Arc 8 corrects Aarav's round-18 finding via ADR; Arc 9 catches the corrector itself under-reviewed via Kira's adversarial pass. Both self- corrections land before round-close. Narrative-ledger alignment is the BP-WINDOW discipline's first assertion — restoring it. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: BP-WINDOW ledger — 160fcfa row Ledger row for Arc 9 narrative commit. Narrative extensions count as primary work under BP-WINDOW precedent (per 459b218 and 6e6e211 examples) and earn a ledger row. Consent = drift closed honestly; Retractability = single revertable doc edit; No-permanent-harm = isolated insertion. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: v2 ADR — router-coherence supersedure closes 10 Kira findings in-round Drafts v2 of the router-coherence ADR (docs/DECISIONS/2026-04-21-router-coherence-v2.md) that supersedes v1 (47d92d8) in the same round, closing all 10 Kira harsh-critic findings (3 P0 + 5 P1 + 2 P2) via named textual closures C-P0-1 through C-P2-10. Key closures: - C-P0-1: grandfather clause bounded with Kenji-owned inventory + one-per-round discharge - C-P0-2: reverse trigger unconditional (table now matches prose) - C-P0-3: escalation-evidence exception permits Stage 2 under conference protocol with explicit labelling - C-P1-5: Stage-1 trigger widened to match claims-tester SKILL.md contract - C-P1-7: escalation timebox (round +2 auto-promote to BACKLOG P1) prevents 23-round-stale reproduction - C-P1-8: Kenji named as binding dispatcher — advisory + advisory + binding-dispatcher composes to mandatory pipeline - C-P2-9: Dictionary.Remove example replaced with ArrayPool<T>.Rent (legitimate BCL-contract edge) v1 kept in place per GOVERNANCE §2 with Superseded-by header appended in a follow-up commit so the CONFLICT-RESOLUTION Active-tensions citation chain remains resolvable. BP-10 lint: clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: v1 ADR — append Superseded-by header per GOVERNANCE §2 Appends Superseded-by header to router-coherence v1 ADR (47d92d8) pointing at v2 (09f0889), per GOVERNANCE §2 (docs read as current state; superseded ADRs keep v1 in place with redirect header so citation chains remain resolvable). Also corrects v1 Status from "Proposed — awaits sign-off" to "Accepted (pre-adversarial-review; superseded by v2 same-round after Kira pass)" per Closure C-P1-4 in v2 — Status was already cited as Standing Resolution in docs/CONFLICT-RESOLUTION.md Active-tensions, so Proposed was factually wrong. The v1 body text is not edited — supersedure preserves the historical record; v2 carries the closures. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: Arc 10 narrative + BP-WINDOW rows for v2 supersedure Adds Arc 10 narrative covering 09f0889 (v2 ADR) and 4efe545 (v1 Superseded-by header) as one coherent in-round supersedure story, after Arc 9's "self-correction sweep" and before Round 41 observations. Pattern: Arc 9 surfaces the under-review; Arc 10 lands the close in the same round rather than deferring a known-imperfect artefact. Adds two BP-WINDOW ledger rows (09f0889, 4efe545) to the round-41 ledger block per the per-commit accounting discipline. Supersedure arc count now covers the full round-41 close: 10 arcs / 25 primary-work commits. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: close BACKLOG supersedure entry — discharged in-round by v2 Flips BACKLOG router-coherence supersedure entry from [ ] to [x] ✅ with "shipped round 41 in-round" annotation pointing at v2 ADR (09f0889) + v1 Superseded-by header (4efe545). All 10 Kira findings closed via named textual closures C-P0-1 through C-P2-10. Original finding narrative preserved below the closure line per the shipped-item convention used elsewhere in the file (audit trail). Follow-up SKILL.md edits to claims-tester + complexity-reviewer via skill-creator remain round-42 scope, now targeting v2 as intended. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: BP-WINDOW row for BACKLOG-close commit 4537365 Adds BP-WINDOW ledger row for 4537365 (BACKLOG supersedure entry discharged in-round) to match the Arc 9 precedent where 779d7ef (BACKLOG entry addition) received a row. Symmetry: add and close get equal ledger treatment. Meta-ledger stopping rule still holds — this commit itself (which only adds a ledger row) does not get a self-referential row. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: grandfather O(·) claims inventory — honours v2 C-P0-1 within-round Produces the one-time grandfather-claims inventory named in router-coherence v2 ADR §Closure C-P0-1 within the round v2 lands, per ADR's own within-round commitment. Inventory: 35 live claims at ADR-landing time (29 F# /// docstrings in src/Core/ + src/Bayesian/, 3 grey-zone F# code comments, 1 openspec/specs/operator-algebra/spec.md line, 2 docs/research/** claims). Zero hits in root README, memory/persona/*/NOTEBOOK.md, docs/papers/** (directory does not exist yet). Distinguishes live claims (shipping as asserted bounds) from historical evidence (BACKLOG [x] ✅ residue, TECH-RADAR flag-text narrating past regressions, in-file "was O(…)" commentary on fixed paths). Only live claims populate the grandfather set — evidence is captured for audit trail but excluded per v2's intent ("claims Zeta is currently making"). BACKLOG discharge entry added: P2, one-claim-per-round cadence, ~35-round tail, Aarav graceful-degradation clause fires on ≥3 rounds without discharge. Complexity-class distribution of live set: 10 O(1), 13 O(log n)/O(log k)/O(log N), 7 O(n)/O(n log n)/O(n log k), 5 parametric. BP-10 lint: clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: Arc 11 narrative + BP-WINDOW row for grandfather inventory Adds Arc 11 narrative covering d98ef2b (grandfather inventory + BACKLOG discharge entry) as the close of the v2 ADR's within-round commitments. Pattern: Arc 10 lands the ADR; Arc 11 lands the ADR's own within-round commitment — without Arc 11, Arc 10 would have shipped a contract Zeta didn't meet. Adds BP-WINDOW ledger row for d98ef2b per per-commit accounting discipline. Round 41 now closes at 11 arcs / 30 primary-work commits. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: DORA 2025 reports — reference substrate land in docs/ Two external-anchor PDFs (CC BY-NC-SA 4.0) placed at their memory-documented paths: - docs/2025_state_of_ai_assisted_software_development.pdf (~15MB, 138 pages) — findings + data report. - docs/2025_dora_ai_capabilities_model.pdf (~9MB, 94 pages) — framework companion. Citation anchors this commit makes in-tree rather than memory-only: Nyquist stability criterion for AI-accelerated development (foreword p9 fn 1) as theoretical anchor for CI-meta-loop + retractable-CD P1 BACKLOG work; "AI is an amplifier" anchor that echoes the corporate-religion / sandbox-escape threat class; seven-capability AI model that gives the external measurement vocabulary for round-audit output (capability #7 "quality internal platforms" is the in-flight P1 cluster per 2026-04-20 memory). License note: derived work is NC-SA-bound; Zeta citations are fine, external redistribution inherits NC-SA. Paired companion memory file is reference_dora_2025_reports.md (out-of-tree); this commit brings the primary sources in-tree so citation from research docs + ADRs can point at a repo-local path rather than a newsletter-gated URL. * Round 41: Arc 12 narrative + BP-WINDOW row for DORA substrate Narrative section for Arc 12 inserted before "Round 41 observations for Round 42" with primary commit pointer to 46075d6. Arc 12 frames the DORA 2025 PDFs as memory-promotion substrate per the 2026-04-20 feedback entry ("DORA is our starting point for measurements") and cites the concrete in-tree anchors (Nyquist p9 fn 1, seven- capability model, AI-amplifier thesis). Also surfaces honestly — in-body, not buried in a private retrospective — the ranker-scope gap that let the two untracked PDFs sit 18+ hours through nine consecutive /next-steps invocations before this arc closed the gap. The skill explicitly lists docs/research/ and docs/TECH-RADAR.md but not `git status --short` for untracked files. Candidate skill-tune-up note for Aarav's notebook: /next-steps must run `git status --short` on every invocation so dropped-in artefacts appear in ranking before the ninth re-fire, not after. BP-WINDOW ledger gets a matching 46075d6 row with reference-document-specific cells: Consent strengthened by promoting memory-only anchors to in-repo substrate and by surfacing the ranker-stall pattern in-narrative; retraction is a single `git rm` if the license / size stance later changes; no-permanent-harm preserved since no runtime behaviour depends on the PDFs' presence (they are citation substrate, not loaded artefacts). Arc count now 12; primary-work-commit count now 12 (Round 41 alignment preserved). Build gate green (0 Warning / 0 Error); BP-10 lint clean on the narrative + ledger row. * Round 41: markdownlint CI fix on PR #31 Three rule violations surfaced by `lint (markdownlint)` CI job on PR #31: - `docs/DECISIONS/2026-04-21-router-coherence-claims-vs-complexity.md:261` MD022/blanks-around-headings — collapse multi-line heading `## Decision rationale (one paragraph for the\nwait-don't-read audience)` to a single line so the parser stops seeing line 262 as adjacent non-blank content. - `docs/research/grandfather-claims-inventory-2026-04-21.md:106` MD032/blanks-around-lists — add blank line between "Surface distribution:" lead-in and the `-` list that follows. - `docs/research/grandfather-claims-inventory-2026-04-21.md:111` MD032/blanks-around-lists — same fix for "Complexity-class distribution (rough):" lead-in. All three are the same class of fix shipped in task #105 on PR #30. Additive edit to the open round-41 PR branch — no rewrite of shipped content, semantics preserved. Verified clean via `npx markdownlint-cli2` on both files before push. * Round 41: address 8 Copilot inline review findings on PR #31 - CONFLICT-RESOLUTION.md: cite router-coherence v2 ADR as current, v1 retained as historical record (finding #1). - ROUND-HISTORY.md: correct operator-algebra spec line count in Arc 2 narrative (324 -> 365; both duplicated occurrences) to match the shipped spec at `e51ec1b` (finding #2). - openspec-coverage-audit: drop broken link to non-existent inventory follow-up; band definitions already live in Part C (finding #3). Attribute triggering question to "human maintainer" per write-for-a-stranger norm (finding #8). - best-practices-scratch: merge split H2 "uv-only Python package and tool / management" into single heading (finding #4). - memory-role-restructure-plan: add --exclude-dir=references to baseline grep loops so research scratch doesn't inflate hit counts (finding #5); canonicalize flat-file destination to persona-roles-README.md to match the sed rewrites below (finding #6); replace three non-portable `xargs -r sed -i ""` invocations with portable `while read + sed -i.bak + rm` loops that work on BSD and GNU alike (finding #7 and two sibling instances of the same bug). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: fix markdownlint MD024 — remove duplicate Round 41 block The 5-file merge that resolved PR #31's rebase left two identical copies of the whole Round 41 section in docs/ROUND-HISTORY.md (375 lines each), which tripped MD024/no-duplicate-heading on the `## Round 41` headings at lines 651 and 1028. The two blocks were bit-identical (including the just-corrected "365 lines" drift fix), so the fix is a simple deletion of the second block — the first block is kept as the canonical Round 41 history. markdownlint-cli2 now reports clean on docs/ROUND-HISTORY.md. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * Round 41: revert 324→365 (historically wrong); finish Copilot follow-ups Two fixes on PR #31: 1. ROUND-HISTORY.md: revert "324 → 365" change from Finding #2. Copilot's suggestion was based on a stale intermediate snapshot. At Arc 2 ship commit `e51ec1b`, the spec was exactly 324 lines (verified via `git show e51ec1b:openspec/specs/operator-algebra/spec.md | wc -l`). Reframed with commit-pin ("Spec size at Arc 2 ship (`e51ec1b`) was 324 lines; subsequent Viktor closure arcs in this same round grew it further") so future drift-checks recognize it as a historical anchor, not a current-state claim. 2. memory-role-restructure-plan-2026-04-21.md: close four follow-up Copilot findings in one sweep. All Phase 1 + Phase 3 grep invocations now consistently use `--exclude-dir=.git --exclude-dir=references` (dropping the piped `grep -v "^./\.git"` intermediate), and the three `xargs -r sed -i ""` invocations are replaced with portable `while IFS= read -r file; do sed -i.bak ...` loops (BSD/GNU compatible — the original flags were GNU-xargs-only and BSD-sed-only). 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 21, 2026
Addresses two P1 findings from Copilot review on PR #42: 1. Per-language SARIF upload categories. The previous single upload step used a fixed `category: "path-gate-no-code-change"` that overrode the per-language automationDetails.id set in each SARIF file. Result: GitHub code-scanning would see both languages under one generic category, not matching the `analyze` matrix categories (/language:actions/, /language:csharp/). Split into two upload steps so each language keeps its matching category — empty-SARIF now substitutes cleanly for the analyze-job output on docs-only PRs. 2. Fork-PR guard. The synthetic SARIF upload needs `security-events: write`, which GITHUB_TOKEN has downgraded on PRs from forks. Without a guard, docs-only fork PRs would 403 on upload and stay unmergeable when the code_scanning ruleset rule is on. The `decide` step now sets `code_changed=true` on fork PRs, forcing the full `analyze` matrix instead of the short-circuit; CodeQL's analyze has its own fork-PR permission fallback path. Header comment block #7 updated to document both behaviors.
AceHack
added a commit
that referenced
this pull request
Apr 21, 2026
#42) * Reshape HB-001 to org-migration + CodeQL path-gate for docs-only PRs HB-001 (HUMAN-BACKLOG): rewritten from admin-toggle ask to durable org-migration intent — AceHack/Zeta → Lucent-Financial-Group/Zeta — with Aaron's four 2026-04-21 quotes, preserve-all-settings constraint, public-from-start, no deadline, interim "accept rebase-tax" policy. Added top-of-file "Name attribution — explicit carve-out" section documenting the narrow exception to the BP no-names rule for the per-addressee For: sub-tables. docs/research/parallel-worktree-safety-2026-04-22.md §10.3: corrected resolution-path block to platform-gate diagnosis (gh api /users/AceHack --jq '.type' == "User" — merge queue is org-only at the platform level, not a public-beta quirk). Removes stale "no HB-001 filing needed" claim. .github/workflows/codeql.yml: added path-gate job so docs-only PRs satisfy the newly-enabled "Require code scanning results" ruleset rule. Path-gate runs git diff base...head over code-scanned paths (src/, test/, *.cs/fs, .github/workflows, .github/codeql, tools/setup); on docs-only PRs uploads two empty-SARIF files (actions + csharp) via github/codeql-action/upload-sarif so the CodeQL aggregate check records SUCCESS (analysis ran, zero alerts) rather than NEUTRAL (no results → fail under the new rule). Analyze matrix now gates on needs.path-gate.outputs.code_changed == 'true'. Push/schedule events always fall through to full analysis (safe default). Shell uses set -uo pipefail + decide_fallback_true() so any error opens the gate to full analysis — false-positive (extra run) beats false-negative (silent skip). * codeql path-gate: per-language SARIF categories + fork-PR guard Addresses two P1 findings from Copilot review on PR #42: 1. Per-language SARIF upload categories. The previous single upload step used a fixed `category: "path-gate-no-code-change"` that overrode the per-language automationDetails.id set in each SARIF file. Result: GitHub code-scanning would see both languages under one generic category, not matching the `analyze` matrix categories (/language:actions/, /language:csharp/). Split into two upload steps so each language keeps its matching category — empty-SARIF now substitutes cleanly for the analyze-job output on docs-only PRs. 2. Fork-PR guard. The synthetic SARIF upload needs `security-events: write`, which GITHUB_TOKEN has downgraded on PRs from forks. Without a guard, docs-only fork PRs would 403 on upload and stay unmergeable when the code_scanning ruleset rule is on. The `decide` step now sets `code_changed=true` on fork PRs, forcing the full `analyze` matrix instead of the short-circuit; CodeQL's analyze has its own fork-PR permission fallback path. Header comment block #7 updated to document both behaviors.
3 tasks
AceHack
added a commit
that referenced
this pull request
Apr 23, 2026
… gap #3 closed) New branch hygiene/nsa-test-history-bootstrap; PR #177 opened and armed for auto-merge. First row NSA-001 logs the Otto-1 feasibility test (Haiku 4.5, partial pass, MEMORY.md-index-lag gap found + fixed). Gap #3 of 8 in the Frontier readiness roadmap closed. Remaining: #1 (multi-repo split) / #2 (linguistic-seed) / #4 (bootstrap-reference docs) / #5 (factory-vs-Zeta separation) / #6 (persona portability) / #7 (tick-history scope) / #8 (hygiene rows untagged). Attribution: Otto (loop-agent PM hat). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 23, 2026
…ogged (#177) Creates durable append-only log for the cadenced NSA testing protocol declared in the 2026-04-23 "NSA persona is first- class" directive. Closes gap #3 of the Frontier bootstrap readiness roadmap (BACKLOG P0, filed Otto-2). File contents: - Why-this-exists block with directive verbatim - Append-only discipline (same shape as sibling hygiene-history files) - 3 test configurations: baseline / NSA-default / NSA-worktree - 5-prompt test set v1 - Schema: date / test-id / prompt-id / config / model / outcome / gap-found / notes - Outcome definitions: pass / partial / fail - Cadence: every 5-10 autonomous-loop ticks, one prompt per fire - Known substrate-gap patterns running list - First row: NSA-001 (Otto-1 feasibility test, 2026-04-23T18:42:00Z) — partial pass, found Zeta identity but missed Otto because MEMORY.md had no pointer; gap fixed same-tick, pattern recorded Attribution: Otto (loop-agent PM hat) — hat-less-by-default substrate hygiene work. No specialist persona hats worn. Closes gap #3 of 8 in the Frontier readiness roadmap. Remaining: gap #1 (multi-repo split) / #2 (linguistic-seed substrate) / #4 (bootstrap-reference docs) / #5 (factory-vs- Zeta separation) / #6 (persona file portability) / #7 (tick-history scope-mixed) / #8 (hygiene rows untagged). Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 23, 2026
…udits total) Gap #5 closure milestone reached. Tick actions: - .claude/skills/** audited summary-level (236 skills delegated to Aarav skill-tune-up portability audit) - tools/** audited (13 subdirs; mostly factory-generic, 3 both/project outliers) - Gap #5 marked SUBSTANTIALLY COMPLETE in BACKLOG P0 row - Gap #1 (multi-repo split) unblocked by classification Final gap #5 tally: - 6 factory-generic - 10 both-coupled - 5 zeta-library-specific Frontier readiness progress (3 of 8 complete): - Gap #3 closed (NSA test history, PR #177) - Gap #8 closed on re-inspection (Otto-4) - Gap #5 SUBSTANTIALLY COMPLETE (Otto-20) Remaining: gap #1 (unblocked), #2 (linguistic-seed, high-priority prompt-injection mechanism), #4 (bootstrap- reference docs, L + reviewers), #6 (persona portability, may close on re-inspection given agents audit), #7 (tick-history scope-mix). Original gap #5 estimate: ~20-40 ticks. Actual: ~14 ticks with batching acceleration. PR #192 armed for auto-merge. Attribution: Otto (loop-agent PM hat). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 23, 2026
…inspection Gap #6 (persona file portability) CLOSED on re-inspection — subsumed by gap #5's .claude/agents/** directory audit (PR #191 Otto-19). All 17 personas classified; surgical per-persona edits flagged. NSA-005 (Common Sense 2.0 property recall, Haiku 4.5 NSA- default): PASS. All 5 properties named correctly with mechanism attribution. Otto-4 memory NSA-findable + well- recalled 17 ticks after filing. Frontier readiness: 4 of 8 closed/substantially complete. - #3 closed (NSA test history PR #177) - #5 substantially complete (Otto-20) - #6 closed on re-inspection (this tick) - #8 closed on re-inspection (Otto-4) Remaining: #1 (multi-repo split, unblocked L), #2 (linguistic-seed, high-priority prompt-injection mechanism), #4 (bootstrap-reference docs, L + reviewers), #7 (tick-history scope-mix). PR #193 armed for auto-merge. Attribution: Otto (loop-agent PM hat). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 23, 2026
…e ROUND-HISTORY pattern) Gap #7 (tick-history / fire-history scope-mixed) closes on re-inspection using the same pattern as Otto-18 ROUND-HISTORY classification: - Fire-log FILES are project-specific by nature (each project has its own session history) - SCHEMA + DISCIPLINE are factory-generic (append-only, row schema, cadenced firing) - Transfer via docs/AUTONOMOUS-LOOP.md (already factory- generic) + hygiene-history-schema pattern Post-split: Zeta retains tick-history/fire-history files as-is; Frontier gets empty templates + schema preamble; adopters populate their own logs from tick 1. Frontier readiness now 5 of 8 closed/substantially complete (gaps #3 / #5 / #6 / #7 / #8). Remaining: #1 multi-repo split (unblocked L), #2 linguistic-seed (high-priority), #4 bootstrap-reference docs (L + reviewers). Attribution: Otto (loop-agent PM hat). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 23, 2026
…ction meta Heavy tick: - Gap #7 (tick-history / fire-history scope-mix) CLOSED on re-inspection (same ROUND-HISTORY pattern: files project- specific, schema factory-generic) - Gap #2 (linguistic-seed substrate) SKELETON LANDED via PR #194 — docs/linguistic-seed/README.md with 3 load- bearing uses, minimal-axiom approach, per-term schema, prereq DAG discipline, 8 initial term candidates - Code-abstraction meta-observation absorbed — Aaron: Craft pedagogy IS code abstraction (same cognitive-load principle). Three analogies (hammer / calculator / code-abstraction) converge. "Enough analogies; you got it." - firstmovers.ai reference captured — Julia McCoy's website for AI-first education framing; research-fetch deferred Frontier readiness: 5 of 8 closed + gap #2 skeleton = 6 advanced. Remaining: #1 multi-repo split (unblocked L), #4 bootstrap-reference docs (L + reviewers), #2 full population (multi-round). Attribution: Otto (loop-agent PM hat). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 23, 2026
…on + Amara deep review) Record-density tick: 4 major directive absorptions: 1. Craft's secret-not-secret strategic purpose (succession- engine for multi-generational human maintainers; teach-from-birth timelines authorized) 2. Yin/yang mutual-alignment (AI↔human; Craft is companion curriculum to ALIGNMENT.md; candidate 6th Common Sense 2.0 property deferred to Kenji) 3. Gap #4 bootstrap reference docs SKELETON LANDED (docs/bootstrap/ with README + quantum-anchor.md + ethical-anchor.md; PR #195; reviewer roster set) 4. Amara's deep operational-gap assessment absorbed via courier ferry; landed verbatim at docs/aurora/ 2026-04-23-amara-operational-gap-assessment.md (PR #196) Amara's strategic direction: "merge the operating model you already have before inventing a bigger one." Validates Otto's closure bias; sharpens Phase 1-4 priorities. Frontier readiness now 6 of 8 gaps advanced: - Closed: #3 / #6 / #7 / #8 - Substantially complete: #5 - Skeleton landed: #2 + #4 - Remaining: #1 multi-repo split (unblocked L), #2/#4 full content (multi-round) Phase 1 closure push begins next tick: drive #149/#154/ #155/#161/#170 to merge. Attribution: Otto (loop-agent PM hat). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…correction) (#332) Completes the input pipeline for TemporalCoordinationDetection. phaseLockingValue (PR #298): PLV expects phases in radians but didn't prescribe how events become phases. This ship fills the gap. 17th graduation under Otto-105 cadence. Addresses Amara 17th-ferry Part 2 correction #5: 'Without phase construction, PLV is just a word.' Surface (2 pure functions): - PhaseExtraction.epochPhase : double -> double[] -> double[] Periodic-epoch phase. φ(t) = 2π · (t mod period) / period. Suited to consensus-protocol events with fixed cadence (slot duration, heartbeat, epoch boundary). - PhaseExtraction.interEventPhase : double[] -> double[] -> double[] Circular phase between consecutive events. For sample t in [t_k, t_{k+1}), phase = 2π · (t - t_k) / (t_{k+1} - t_k). Suited to irregular event-driven streams. Both return double[] of phase values in [0, 2π) radians. Empty output on degenerate inputs (no exception). eventTimes assumed sorted ascending; samples outside the event range get 0 phase (callers filter to interior if they care). Hilbert-transform analytic-signal approach (Amara's Option B) deferred — needs FFT support which Zeta doesn't currently ship. Future graduation when signal-processing substrate lands. Tests (12, all passing): epochPhase: - t=0 → phase 0 - t=period/2 → phase π - wraps cleanly at period boundary - handles negative sample times correctly - returns empty on invalid period (≤0) or empty samples interEventPhase: - empty on <2 events or empty samples - phase 0 at start of first interval - phase π at midpoint - adapts to varying interval lengths (O(log n) binary search for bracketing interval) - returns 0 before first and after last event (edge cases) Composition with phaseLockingValue: - Two nodes with identical epochPhase period → PLV = 1 (synchronized) - Two nodes with same period but constant offset → PLV = 1 (perfect phase locking at non-zero offset is still locking) This composes the full firefly-synchronization detection pipeline end-to-end for event-driven validator streams: validator event times → PhaseExtraction → phaseLockingValue → temporal-coordination-detection signal 5 of 8 Amara 17th-ferry corrections now shipped: #1 λ₁(K₃)=2 ✓ already correct (PR #321) #2 modularity relational ✓ already correct (PR #324) #3 cohesion/exclusivity/conductance ✓ shipped (PR #331) #4 windowed stake covariance ✓ shipped (PR #331) #5 event-stream → phase pipeline ✓ THIS SHIP Remaining: #4 robust-z-score composite variant (future); #6 ADR phrasing (already correct); #7 KSK naming (BACKLOG #318 awaiting Max coord); #8 SOTA humility (doc-phrasing discipline). Build: 0 Warning / 0 Error. Provenance: - Concept: Aaron firefly-synchronization design - Formalization: Amara 17th-ferry correction #5 with 3-option menu (epoch / Hilbert / circular) - Implementation: Otto (17th graduation; options A + C shipped, Hilbert deferred) Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
This was referenced Apr 24, 2026
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…-ferry §B + §F + corrections #2 #7 #9 (#342) Research-grade design doc for the Stage-2 rung of Amara's corrected promotion ladder. Specifies: (a) placement under src/Experimental/CartelLab/ (not src/Core/ — that's Stage 4); (b) MetricVector type with PLV magnitude AND offset split (correction #6); (c) INullModelGenerator interface + Preserves/Avoids table columns; (d) IAttackInjector forward-looking interface (Stage 3); (e) Wilson-interval reporting contract with {successes, trials, lowerBound, upperBound} schema (correction #2 — no more "~95% CI ±5%" handwave); (f) RobustZScoreMode with Hybrid fallback (correction #7 — percentile-rank when MAD < epsilon); (g) explicit artifact-output layout under artifacts/ coordination-risk/ with five files + run-manifest.json (correction #9). 6-stage promotion path (0 doc / 1 ADR / 2.a skeleton / 2.b full null-models + first attack / 3 attack suite / 4 Core/NetworkIntegrity / 5 Aurora-KSK) matches Amara's corrected ladder and Otto-105 cadence. Doc-only change; no code, no tests, no workflow, no BACKLOG tail touch (avoids positional-conflict pattern that cost #334 → #341 re-file this session). This is the 7th of 10 18th-ferry operationalizations: - #1/#10 test-classification (#339) - #2 Wilson-interval design specified (this doc) - #6 PLV phase-offset shipped (#340) - #7 MAD=0 Hybrid mode specified (this doc) - #9 artifact layout specified (this doc) - #4 exclusivity already shipped (#331) - #5 modularity relational already shipped (#324) Remaining: Wilson-interval IMPLEMENTATION (waits on #323 + Stage 2.a), MAD=0 Hybrid IMPLEMENTATION (waits on #333 + Stage 2.a), conductance-sign doc (waits on #331), Stage-2.a skeleton itself. Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…er-DSL / LINQ / signal-proc + KSK canonical expansion
Four new P1 post-v1-roadmap rows + one row updated:
1. **Per-entry-point F# DSLs + industry-standard surfaces**
(Otto-139 + Otto-146). Graph gets GQL ISO 39075 / Cypher /
Gremlin / SPARQL / Datalog survey; temporal gets Esper EPL
/ Flink SQL; time-series gets Flux / PromQL / KQL; claim /
detect / authorize stay Zeta-native (no industry standard
fits). Aaron clarifier "i know there are graph standards"
acknowledged — GQL / Cypher / Gremlin are the top three.
2. **F# DSL composition + container-DSL pattern** (Otto-147
final question). Answer: YES, F# supports DSL composition
via nested CEs, `MergeSources` (F# 5+), custom operations,
builder delegation. Aaron's "container DSL" guess is
exactly the right pattern name. Implementation plan: top-
level `zeta { }` container CE that hosts child builders
(graph / claims / stream / signal / authorize / detect)
via `MergeSources` + folded state. Retraction-native
semantics bubble through container. Prior art: FParsec,
Giraffe, SAFE Stack.
3. **LINQ-compatible entry points for C# on every F# DSL**
(Otto-148). `IQueryable<T>` + `IGraphQueryable<TNode>` +
`IStreamQueryable<T>` + `ISignalQueryable<T>` +
`IClaimQueryable<T>`. Clever mapping goal: auto-generate
LINQ provider from F# CE via the `query` translator where
feasible, not hand-written mirrors. Expression-tree
preservation — LINQ lowers to same Zeta operator IR.
4. **Signal-processing primitives — FFT, Hilbert, windowing,
filters** (Otto-149). Standing approval to land whenever
cadence permits. Unblocks Amara 17th-ferry correction #5
Option B (Hilbert-based phase pipeline). Placement:
`src/Core/SignalProcessing.fs` new module +
`hilbertPhase` addition to `src/Core/PhaseExtraction.fs`.
Also updated:
- **KSK naming doc row** (line 4278). Max-coordination gate
LIFTED per Aaron Otto-140 (*"Coordination required: Max
per Otto-77 change whatever you need, max created the ksk
at my direction, it's my and amaras idea, he just commited
some inital starting point, all completely rewritable"*).
Canonical expansion locked per Aaron Otto-142..145 self-
correction: *"kinetic safeguare Kernel, i did the wrong
name / it is what amara said / kinetic safeguard kernel"*.
Resolves Amara 16th-ferry correction #7. "Kernel" here =
safety-kernel / security-kernel sense (Anderson 1972,
Saltzer-Schroeder reference-monitor, aviation safety-
kernel) — NOT OS-kernel-mode. Max attribution preserved as
initial-starting-point contributor per Otto-77. Priority
elevated P3 → P2.
Filed per Aaron's "backlog" directive plus verify-before-
deferring discipline — prior summary claim that these rows
had already landed turned out to be hallucination; git log
confirmed only the (now-updated) KSK row existed pre-tick.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…ignal-proc + KSK (supersedes #334 DIRTY) (#341) * backlog: Aaron Otto-139..149 multi-directive block — F# DSL / container-DSL / LINQ / signal-proc + KSK canonical expansion Four new P1 post-v1-roadmap rows + one row updated: 1. **Per-entry-point F# DSLs + industry-standard surfaces** (Otto-139 + Otto-146). Graph gets GQL ISO 39075 / Cypher / Gremlin / SPARQL / Datalog survey; temporal gets Esper EPL / Flink SQL; time-series gets Flux / PromQL / KQL; claim / detect / authorize stay Zeta-native (no industry standard fits). Aaron clarifier "i know there are graph standards" acknowledged — GQL / Cypher / Gremlin are the top three. 2. **F# DSL composition + container-DSL pattern** (Otto-147 final question). Answer: YES, F# supports DSL composition via nested CEs, `MergeSources` (F# 5+), custom operations, builder delegation. Aaron's "container DSL" guess is exactly the right pattern name. Implementation plan: top- level `zeta { }` container CE that hosts child builders (graph / claims / stream / signal / authorize / detect) via `MergeSources` + folded state. Retraction-native semantics bubble through container. Prior art: FParsec, Giraffe, SAFE Stack. 3. **LINQ-compatible entry points for C# on every F# DSL** (Otto-148). `IQueryable<T>` + `IGraphQueryable<TNode>` + `IStreamQueryable<T>` + `ISignalQueryable<T>` + `IClaimQueryable<T>`. Clever mapping goal: auto-generate LINQ provider from F# CE via the `query` translator where feasible, not hand-written mirrors. Expression-tree preservation — LINQ lowers to same Zeta operator IR. 4. **Signal-processing primitives — FFT, Hilbert, windowing, filters** (Otto-149). Standing approval to land whenever cadence permits. Unblocks Amara 17th-ferry correction #5 Option B (Hilbert-based phase pipeline). Placement: `src/Core/SignalProcessing.fs` new module + `hilbertPhase` addition to `src/Core/PhaseExtraction.fs`. Also updated: - **KSK naming doc row** (line 4278). Max-coordination gate LIFTED per Aaron Otto-140 (*"Coordination required: Max per Otto-77 change whatever you need, max created the ksk at my direction, it's my and amaras idea, he just commited some inital starting point, all completely rewritable"*). Canonical expansion locked per Aaron Otto-142..145 self- correction: *"kinetic safeguare Kernel, i did the wrong name / it is what amara said / kinetic safeguard kernel"*. Resolves Amara 16th-ferry correction #7. "Kernel" here = safety-kernel / security-kernel sense (Anderson 1972, Saltzer-Schroeder reference-monitor, aviation safety- kernel) — NOT OS-kernel-mode. Max attribution preserved as initial-starting-point contributor per Otto-77. Priority elevated P3 → P2. Filed per Aaron's "backlog" directive plus verify-before- deferring discipline — prior summary claim that these rows had already landed turned out to be hallucination; git log confirmed only the (now-updated) KSK row existed pre-tick. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(#341): 3 review-thread P1/P2s on F# DSL BACKLOG row Active PR-resolve-loop on #341. 1. ISO GQL 39075 citation (thread 59WKAJ, P2): imprecise citation replaced with canonical form "ISO/IEC 39075:2024 (GQL)" — Graph Query Language. Easier for readers to validate against the actual standard's indexing. 2. MergeSources / and! cross-builder claim (thread 59WKAv, P1): clarified that MergeSources works WITHIN a single active CE builder that defines Source/MergeSources members for compatible types — NOT across fundamentally different DSL builders. The original wording read as if `graph + veridicality + signal` DSLs could combine directly in one `and!` chain; that's misleading. True cross-DSL combination requires the container-DSL pattern (next row's top-level `zeta { }` CE with child-builder delegation via its own Source overloads). Rewording makes the distinction explicit. 3. Brittle line-reference `row 4278 (KSK)` (thread 59WKBD, P1): replaced line-number cross-refs with title/section-anchor cross-refs. "row 733 (F# DSL reimagining SQL)" / "row 719 (LINQ integration)" / "row 4278 (KSK)" → "the F# DSL reimagining SQL row (P1 SQL-frontend section)" / "LINQ integration row (same section)" / "KSK naming definition doc row (P2 research-grade section)". Titles survive BACKLOG row-reordering; line numbers don't. All 3 threads have substantive replies pending via GraphQL (next step same tick). 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
…18th graduation (Amara #4 robust) Two ships consolidated per the 'parallel PRs hit positional conflicts on tail-append' lesson: 1. RobustStats.robustZScore (baseline: double seq) -> (measurement: double) -> double option Returns (measurement - median) / (1.4826 · MAD). The 1.4826 constant scales MAD to be consistent with Gaussian stddev. MadFloor prevents blow-up when every baseline value equal. 2. Graph.coordinationRiskScoreRobust alpha beta eigenTol eigenIter lpIter (baselineLambdas: double seq) (baselineQs: double seq) (attacked: Graph<'N>) -> double option Upgrades coordinationRiskScore (PR #328) from raw linear differences to robust-standardized z-scores per Amara 17th-ferry correction #4. Caller provides baseline metric distributions; Z-scores calibrate thresholds from data. Why robust z-scores: adversarial data isn't normally distributed. An attacker can poison a ~normal distribution by adding a few outliers that inflate stddev, making subsequent real attacks look 'within one sigma'. Median+MAD survives ~50% adversarial outliers. Standard move in robust statistics literature; Amara's correction puts it on the Zeta composite. Tests (5 new; total 39 since main hasn't merged #331/#332 yet): - robustZScore None on empty baseline - robustZScore of measurement = median is 0 - robustZScore scales MAD by 1.4826 for Gaussian consistency (measurement 4 on baseline [1..5] ≈ 0.674) - coordinationRiskScoreRobust fires strongly on K4-injected graph given 5 baseline samples - coordinationRiskScoreRobust returns None on empty baselines BACKLOG rows added this tick per Aaron Otto-139 directives: 1. Signal-processing primitives (FFT + Hilbert) — unblocks Amara correction #5 Option B; Aaron standing-approval 2. F# DSL for entry points + graph-query-language standards compliance (Cypher / GQL / Gremlin / SPARQL / Datalog) 3. LINQ-compatible entry points for C# consumers — pair with F# DSL; two frontends, one algebraic backend 6 of 8 Amara 17th-ferry corrections now shipped or confirmed: Remaining: #6 ADR phrasing (already fine); #7 KSK naming (BACKLOG #318 Max coord pending); #8 SOTA humility (doc-phrasing discipline ongoing). Build: 0 Warning / 0 Error. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…mara #4 robust) + 3 BACKLOG rows (#333) * core: RobustStats.robustZScore + Graph.coordinationRiskScoreRobust — 18th graduation (Amara #4 robust) Two ships consolidated per the 'parallel PRs hit positional conflicts on tail-append' lesson: 1. RobustStats.robustZScore (baseline: double seq) -> (measurement: double) -> double option Returns (measurement - median) / (1.4826 · MAD). The 1.4826 constant scales MAD to be consistent with Gaussian stddev. MadFloor prevents blow-up when every baseline value equal. 2. Graph.coordinationRiskScoreRobust alpha beta eigenTol eigenIter lpIter (baselineLambdas: double seq) (baselineQs: double seq) (attacked: Graph<'N>) -> double option Upgrades coordinationRiskScore (PR #328) from raw linear differences to robust-standardized z-scores per Amara 17th-ferry correction #4. Caller provides baseline metric distributions; Z-scores calibrate thresholds from data. Why robust z-scores: adversarial data isn't normally distributed. An attacker can poison a ~normal distribution by adding a few outliers that inflate stddev, making subsequent real attacks look 'within one sigma'. Median+MAD survives ~50% adversarial outliers. Standard move in robust statistics literature; Amara's correction puts it on the Zeta composite. Tests (5 new; total 39 since main hasn't merged #331/#332 yet): - robustZScore None on empty baseline - robustZScore of measurement = median is 0 - robustZScore scales MAD by 1.4826 for Gaussian consistency (measurement 4 on baseline [1..5] ≈ 0.674) - coordinationRiskScoreRobust fires strongly on K4-injected graph given 5 baseline samples - coordinationRiskScoreRobust returns None on empty baselines BACKLOG rows added this tick per Aaron Otto-139 directives: 1. Signal-processing primitives (FFT + Hilbert) — unblocks Amara correction #5 Option B; Aaron standing-approval 2. F# DSL for entry points + graph-query-language standards compliance (Cypher / GQL / Gremlin / SPARQL / Datalog) 3. LINQ-compatible entry points for C# consumers — pair with F# DSL; two frontends, one algebraic backend 6 of 8 Amara 17th-ferry corrections now shipped or confirmed: Remaining: #6 ADR phrasing (already fine); #7 KSK naming (BACKLOG #318 Max coord pending); #8 SOTA humility (doc-phrasing discipline ongoing). Build: 0 Warning / 0 Error. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(#333): 4 review-thread P1/P2s on robustZScore + coordinationRiskScoreRobust Active PR-resolve-loop on #333. 1. Doc/impl contradiction on MAD=0 (thread 59VhYb, P1): RobustStats.robustZScore doc said "returns None when MAD(baseline)=0" but impl uses MadFloor and returns Some finite value. Rewrote doc to match impl: explicit "MadFloor substituted when MAD collapses to zero" — floor reflects "scale is below epsilon" not "undefined." Implementation is the contract. 2. Multi-enumeration of baseline seq (thread 59VhYq, P1): robustZScore previously passed `baseline` to both `median` + `mad` which each call `Seq.toArray`. Expensive AND inconsistent for lazy/non-repeatable sequences (different values between enumerations = undefined behavior). Fixed: `Seq.toArray` once at entry, pass the materialized array to both. O(n) instead of O(2n); stable across lazy sources. 3. Name attribution in Graph.fs doc comment (thread 59VhY5, P1): "Amara 17th-ferry... Otto 18th graduation" → "external AI collaborator's 17th courier ferry... Eighteenth graduation under the Otto-105 cadence." Role-reference convention per AGENT-BEST-PRACTICES code/doc rule. 4. Array-vs-seq terminology (thread 59VhZG, P2): Graph.fs doc said callers "provide arrays" but the API is `double seq`. Rewrote: sequences + noted the materialize-once optimization in robustZScore so callers can pass any seq form without re-enumeration cost. Thread 59VhX9 (P3-label-in-P2-section mismatch) — already resolved on main via PR #341 which landed the signal- processing row correctly labeled "P2 research-grade." No fix needed on this branch. Build: 0 Warning(s) / 0 Error(s). 53 RobustStats + Graph tests 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
…#7 Canonical expansion locked by Aaron Otto-142..145 (self-correcting transient Otto-141 "SDK" typo): **KSK = Kinetic Safeguard Kernel**. "Kernel" here is used in the safety-kernel / security-kernel sense (Anderson 1972 reference-monitor, Saltzer-Schroeder complete- mediation, aviation safety-kernel) — **NOT** an OS-kernel (not Linux / Windows / BSD ring-0 / kernel-mode). The lead paragraph of the doc makes this distinction up-front so readers coming from OS-kernel contexts do not misinterpret. Doc content (docs/definitions/KSK.md): - "In this project, KSK means..." definitional anchor with the k1/k2/k3 + revocable-budgets + multi-party-consent + signed- receipts + traffic-light + optional-anchoring mechanism set (per Amara 5th ferry, ratified 7th/16th/17th) - "Inspired by..." DNSSEC KSK, DNSCrypt + threshold-sig ceremonies, security kernels (Anderson / Saltzer-Schroeder), aviation safety kernels, microkernel OS lineage - "NOT identical to..." OS kernel, DNSSEC KSK, generic root-of-trust, blockchain/ledger, policy engine (OPA Rego / XACML), authentication system - Attribution + provenance: Aaron + Amara concept owners; Max initial-starting-point in LFG/lucent-ksk (preserved per Otto-77 attribution; rewrite authority per Otto-140) - Relationship to Zeta / Aurora / lucent-ksk triangle - Cross-references to 5 prior courier ferries Also added glossary pointer entry (`### KSK (Kinetic Safeguard Kernel)`) placed under "## Meta-algorithms and factory-native coinages" section with plain + technical definition and pointer to the full doc. Addresses: - Amara 16th-ferry §4 (KSK naming stabilization needed) - Amara 17th-ferry correction #7 (stabilization still pending) - BACKLOG row 4278 (updated in-place to reflect landing) Authority: Aaron Otto-140 rewrite approved (Max-coordination gate lifted; Max attribution preserved). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…2..145) (#336) * docs: KSK naming definition doc — resolves Amara 16th-ferry correction #7 Canonical expansion locked by Aaron Otto-142..145 (self-correcting transient Otto-141 "SDK" typo): **KSK = Kinetic Safeguard Kernel**. "Kernel" here is used in the safety-kernel / security-kernel sense (Anderson 1972 reference-monitor, Saltzer-Schroeder complete- mediation, aviation safety-kernel) — **NOT** an OS-kernel (not Linux / Windows / BSD ring-0 / kernel-mode). The lead paragraph of the doc makes this distinction up-front so readers coming from OS-kernel contexts do not misinterpret. Doc content (docs/definitions/KSK.md): - "In this project, KSK means..." definitional anchor with the k1/k2/k3 + revocable-budgets + multi-party-consent + signed- receipts + traffic-light + optional-anchoring mechanism set (per Amara 5th ferry, ratified 7th/16th/17th) - "Inspired by..." DNSSEC KSK, DNSCrypt + threshold-sig ceremonies, security kernels (Anderson / Saltzer-Schroeder), aviation safety kernels, microkernel OS lineage - "NOT identical to..." OS kernel, DNSSEC KSK, generic root-of-trust, blockchain/ledger, policy engine (OPA Rego / XACML), authentication system - Attribution + provenance: Aaron + Amara concept owners; Max initial-starting-point in LFG/lucent-ksk (preserved per Otto-77 attribution; rewrite authority per Otto-140) - Relationship to Zeta / Aurora / lucent-ksk triangle - Cross-references to 5 prior courier ferries Also added glossary pointer entry (`### KSK (Kinetic Safeguard Kernel)`) placed under "## Meta-algorithms and factory-native coinages" section with plain + technical definition and pointer to the full doc. Addresses: - Amara 16th-ferry §4 (KSK naming stabilization needed) - Amara 17th-ferry correction #7 (stabilization still pending) - BACKLOG row 4278 (updated in-place to reflect landing) Authority: Aaron Otto-140 rewrite approved (Max-coordination gate lifted; Max attribution preserved). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(#336): markdownlint MD026 + 5 review-thread P1s PR-resolve-loop applied to #336 (KSK naming definition doc). 1 CI failure + 6 unresolved review threads. CI fix: - docs/definitions/KSK.md:19 MD026/no-trailing-punctuation: "## In this project, KSK means..." → "## In this project, KSK means" (dropped the three dots in the heading). Review-thread fixes: 1. docs/GLOSSARY.md:819 — "LFG/lucent-ksk" read as in-repo path: Rewrote to explicitly mark as the external repository at https://github.com/Lucent-Financial-Group/ lucent-ksk, clarified "not a local LFG/ directory in this repo." 2. docs/definitions/KSK.md:158 — named individuals in Attribution section violated factory name-attribution policy: Rewrote using role references ("the human maintainer", "an external AI collaborator", "a trusted external contributor"). Direct names preserved only in audit-trail surfaces per policy (commit messages, tick-history, session memory). 3. docs/definitions/KSK.md:153 — cross-reference to memory/feedback_ksk_naming_unblocked_*.md that didn't exist in repo: Removed path reference entirely; the factual substance was restated in role-based prose without a broken-link dependency. 4. docs/definitions/KSK.md:180 — "LFG/lucent-ksk" repeated same in-repo-path confusion as GLOSSARY: Applied same fix (external repo URL + explicit "separate repo" framing). 5. docs/definitions/KSK.md:207 — cross-reference list included `docs/aurora/*-5th-ferry-*`, `*-12th-ferry-*`, `*-14th-ferry-*`, `*-16th-ferry-*` globs that resolve to zero files in the current tree: Rewrote list to enumerate only verified in-repo references (6th / 7th / 17th / 19th ferries that actually exist); added explicit note that earlier ferries (5th / 12th / 14th / 16th) live in ROUND-HISTORY + session memory rather than as standalone docs. 6. docs/definitions/KSK.md:191 — literal "+" continuation line violating markdownlint + repo convention: resolved as a side-effect of the Attribution rewrite — the replacement prose doesn't use "+" continuations. Framing: third PR where PR-resolve-loop discipline is applied (after #354 and #352). Active management continues. Compound lesson from Otto-204c: prior-session review- resolution precedents now integrated into per-tick habit, not just sitting in memory. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(#336): 2 review threads — ROUND-HISTORY claim + ferry cross-ref numbers - Thread PRRT_kwDOSF9kNM59YL4x (line 219): ROUND-HISTORY.md claim was false (grep confirms zero 'ferry' references and no tick rows); repointed to docs/hygiene-history/loop-tick-history.md where ferries and tick rows actually live. - Thread PRRT_kwDOSF9kNM59YL4- (line 151): parenthetical listed 5th/7th/12th/14th/16th/17th but Cross-references is authoritative with 6th/7th/12th/17th/19th; aligned the parenthetical to match the verified in-repo list. --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…leration — 15th+16th graduation consolidated Consolidates the DIRTY #329 cohesion primitives (Amara 17th-ferry correction #3) with the new StakeCovariance module (Amara correction #4). Content from closed PR #329 (resurrect): - Graph.internalDensity / exclusivity / conductance - Wachs & Kertész 2019 cartel-detection cohesion/exclusivity replacing muddy 'subgraph entropy collapse' NEW content (Amara correction #4): - Zeta.Core.StakeCovariance module with: - windowedDeltaCovariance : int -> double[] -> double[] -> double option Pairwise cov over sliding window of stake-delta series - covarianceAcceleration : double option -> double option -> double option -> double option 2nd-difference of three consecutive cov values (A(t) = C(t) - 2·C(t-1) + C(t-2)) - aggregateAcceleration : Map<int * int, double> -> double option Mean pairwise acceleration over candidate group Why a separate module: StakeCovariance operates on raw stake- delta time series, not Graph edges. Composes WITH Graph via downstream detector that combines graph signals + covariance signals + sync signals into the full CoordinationRiskScore. Addresses Amara's Part 2 correction #4 ambiguity: her Part 1 had 'C(t) = Cov({s_i(t)}, {s_j(t)})' which is undefined at a single timepoint. This ship implements the windowed-delta + 2nd-difference formulation from her correction. Tests (10 new, 44 total in GraphTests, all passing): - internalDensity None on |S|<2 - internalDensity of K3 weight-10 ≈ 10 - exclusivity = 1 for isolated K3 - conductance < 0.1 for well-isolated subset - windowedDeltaCovariance: None on too-small series - windowedDeltaCovariance: high positive for synchronized motion - windowedDeltaCovariance: negative for anti-correlated motion - covarianceAcceleration = 2nd difference of cov series - covarianceAcceleration None when any input missing - aggregateAcceleration averages across pairs 4 of 8 Amara 17th-ferry corrections now shipped (#1 K₃=2 ✓, conductance ✓, #4 windowed stake covariance acceleration ✓). Remaining: #5 event→phase pipeline (future); #4 robust-z-score variant of composite (future); #6 + #7 + #8 doc-phrasing / BACKLOG. Build: 0 Warning / 0 Error. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…ase, 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).
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…ase, 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).
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…ase, 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).
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
…leration — 15th+16th graduation consolidated Consolidates the DIRTY #329 cohesion primitives (Amara 17th-ferry correction #3) with the new StakeCovariance module (Amara correction #4). Content from closed PR #329 (resurrect): - Graph.internalDensity / exclusivity / conductance - Wachs & Kertész 2019 cartel-detection cohesion/exclusivity replacing muddy 'subgraph entropy collapse' NEW content (Amara correction #4): - Zeta.Core.StakeCovariance module with: - windowedDeltaCovariance : int -> double[] -> double[] -> double option Pairwise cov over sliding window of stake-delta series - covarianceAcceleration : double option -> double option -> double option -> double option 2nd-difference of three consecutive cov values (A(t) = C(t) - 2·C(t-1) + C(t-2)) - aggregateAcceleration : Map<int * int, double> -> double option Mean pairwise acceleration over candidate group Why a separate module: StakeCovariance operates on raw stake- delta time series, not Graph edges. Composes WITH Graph via downstream detector that combines graph signals + covariance signals + sync signals into the full CoordinationRiskScore. Addresses Amara's Part 2 correction #4 ambiguity: her Part 1 had 'C(t) = Cov({s_i(t)}, {s_j(t)})' which is undefined at a single timepoint. This ship implements the windowed-delta + 2nd-difference formulation from her correction. Tests (10 new, 44 total in GraphTests, all passing): - internalDensity None on |S|<2 - internalDensity of K3 weight-10 ≈ 10 - exclusivity = 1 for isolated K3 - conductance < 0.1 for well-isolated subset - windowedDeltaCovariance: None on too-small series - windowedDeltaCovariance: high positive for synchronized motion - windowedDeltaCovariance: negative for anti-correlated motion - covarianceAcceleration = 2nd difference of cov series - covarianceAcceleration None when any input missing - aggregateAcceleration averages across pairs 4 of 8 Amara 17th-ferry corrections now shipped (#1 K₃=2 ✓, conductance ✓, #4 windowed stake covariance acceleration ✓). Remaining: #5 event→phase pipeline (future); #4 robust-z-score variant of composite (future); #6 + #7 + #8 doc-phrasing / BACKLOG. Build: 0 Warning / 0 Error. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…6th consolidated (Amara corrections #3+#4) (#331) * core: Graph cohesion (#329 resurrect) + StakeCovariance windowed acceleration — 15th+16th graduation consolidated Consolidates the DIRTY #329 cohesion primitives (Amara 17th-ferry correction #3) with the new StakeCovariance module (Amara correction #4). Content from closed PR #329 (resurrect): - Graph.internalDensity / exclusivity / conductance - Wachs & Kertész 2019 cartel-detection cohesion/exclusivity replacing muddy 'subgraph entropy collapse' NEW content (Amara correction #4): - Zeta.Core.StakeCovariance module with: - windowedDeltaCovariance : int -> double[] -> double[] -> double option Pairwise cov over sliding window of stake-delta series - covarianceAcceleration : double option -> double option -> double option -> double option 2nd-difference of three consecutive cov values (A(t) = C(t) - 2·C(t-1) + C(t-2)) - aggregateAcceleration : Map<int * int, double> -> double option Mean pairwise acceleration over candidate group Why a separate module: StakeCovariance operates on raw stake- delta time series, not Graph edges. Composes WITH Graph via downstream detector that combines graph signals + covariance signals + sync signals into the full CoordinationRiskScore. Addresses Amara's Part 2 correction #4 ambiguity: her Part 1 had 'C(t) = Cov({s_i(t)}, {s_j(t)})' which is undefined at a single timepoint. This ship implements the windowed-delta + 2nd-difference formulation from her correction. Tests (10 new, 44 total in GraphTests, all passing): - internalDensity None on |S|<2 - internalDensity of K3 weight-10 ≈ 10 - exclusivity = 1 for isolated K3 - conductance < 0.1 for well-isolated subset - windowedDeltaCovariance: None on too-small series - windowedDeltaCovariance: high positive for synchronized motion - windowedDeltaCovariance: negative for anti-correlated motion - covarianceAcceleration = 2nd difference of cov series - covarianceAcceleration None when any input missing - aggregateAcceleration averages across pairs 4 of 8 Amara 17th-ferry corrections now shipped (#1 K₃=2 ✓, conductance ✓, #4 windowed stake covariance acceleration ✓). Remaining: #5 event→phase pipeline (future); #4 robust-z-score variant of composite (future); #6 + #7 + #8 doc-phrasing / BACKLOG. Build: 0 Warning / 0 Error. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * core: address PR #331 review on Graph + StakeCovariance - Fix conductance full-subset check: intersect S with the graph's node set instead of comparing |S| = |V|. Subsets containing nodes outside the graph could match by count alone and erroneously return None. - Fix internalDensity self-loop accounting: exclude s = t from the numerator so the sum aligns with the |S|·(|S|-1) ordered-distinct-pair denominator. - windowedDeltaCovariance now requires equal-length input series (returns None on mismatch) so the trailing window aligns by time index rather than silently truncating the longer series. Doc reflects that constant / zero-variance windows return Some 0.0 (covariance is well-defined and zero, not undefined). Population covariance is intentional and now documented. - aggregateAcceleration is generic over the node-key type ('N when 'N : comparison) for API consistency with Graph<'N>; switched the average to a single-pass Map.fold to drop the intermediate array allocation. - Drop [<AutoOpen>] on the StakeCovariance module so Graph.fs doesn't auto-open two namespaces' worth of identifiers into Zeta.Core. Tests already opened the module explicitly; relocated that open to the top of the test file alongside other opens. - Strip ferry / correction-number lineage from doc comments per the code-comments-explain-code rule. * docs: PR #331 drain log + StakeCovariance file-split backlog row Adds the per-thread drain log under docs/pr-preservation/331-drain-log.md (verbatim reviewer comments + outcomes + replies + resolution commit) and a P2 backlog row capturing the StakeCovariance file-split follow-up flagged in thread 2. --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…Corrections
Two-part ferry from Aaron Otto-157/158 tick boundary:
Part 1 — Deep research on Cartel-Lab calibration + CI hardening
(~4000 words; 8 sections A-H + action items + Mermaid diagrams):
- Null-models table (6 types: Erdős-Rényi, configuration,
stake-shuffle, temporal-shuffle, clustered-honest, noise)
- CoordinationRiskScore formula with 6 robust-z terms +
default weights α=β=0.20, γ=ε=0.15, δ=0.20, η=0.10
- 8-row adversarial scenario table (obvious clique → stealth
→ synchronized voting → honest cluster → low-weight →
camouflage → rotating → cross-coalition)
- 4-PR roadmap: seed-lock/CI governance → calibration harness
→ adversarial scenarios → docs/promotion criteria
- KSK/Aurora integration: advisory-only flow
(Detection → Oracle → KSK → Action)
- "What not to claim" caveats (6 items: no proof of intent,
not all collusion detectable, not production-ready, etc.)
Part 2 — Amara's own GPT-5.5 Thinking correction pass on Part 1
(~1500 words; 10 required corrections; repo-safe status
statement; corrected promotion ladder + PR roadmap titles):
- #1: replace "CI confirms" with "PR #323 clears toy
falsifiability bar"
- #2: Wilson intervals replace handwave ±5% CI (90/100 →
LB only 82.6%; 20/100 FPR → UB 28.9%)
- #3: rename "Cartel Score" → "CoordinationRiskScore" locked
- #4: conductance sign flip — use Z(-conductance) or
Z(exclusivity), not Z(+conductance)
- #5: modularity relational — use Q(attacked)-Q(baseline)>θ
not absolute Q thresholds
- #6: PLV phase-offset — PLV=1 can mean anti-phase; need
magnitude AND mean phase offset
- #7: MAD=0 fallback — epsilon floor or percentile-rank
- #8: replace Medium-article source with scikit-learn
precision-recall docs
- #9: explicit artifact output layout
(calibration-summary.json, seed-results.csv, etc.)
- #10: sharder — measure variance before widening threshold
Corrected promotion ladder (0-6 stages):
0 Theory / 1 Toy detector / 2 Calibration harness /
3 Scenario suite / 4 Advisory engine / 5 Governance integration /
6 Enforcement candidate
PR #323 is Stage 1, NOT Stage 4.
Otto's operationalization notes:
- 4/10 corrections already aligned with shipped substrate:
#4 exclusivity (PR #331), #5 modularity relational
(PR #324), #7 MAD floor (PR #333), #10 sharder Otto-132
(BACKLOG #327).
- 6/10 queued as future graduations: Wilson CIs in tests;
MAD=0 percentile-rank fallback; conductance-sign doc;
PLV phase-offset extension; CI test classification;
artifact-output layout.
Invariant restated (Amara 16th-ferry carry-over):
"Every abstraction must map to a repo surface, a test,
a metric, or a governance rule."
Cross-ref verified: PRs #321 #323 #324 #326 #327 #331 #332
#333, docs/definitions/KSK.md (Otto-157 / #336), 17th ferry
(#330), 16th ferry, 15th ferry, Otto-140..145 memory.
GOVERNANCE §33 four-field header (Scope / Attribution /
Operational status / Non-fusion disclaimer).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
AceHack
added a commit
that referenced
this pull request
Apr 24, 2026
…ns (10 tracked; 4 already shipped, 6 queued) (#337) * ferry: Amara 18th absorb — Calibration + CI Hardening + 5.5-Thinking Corrections Two-part ferry from Aaron Otto-157/158 tick boundary: Part 1 — Deep research on Cartel-Lab calibration + CI hardening (~4000 words; 8 sections A-H + action items + Mermaid diagrams): - Null-models table (6 types: Erdős-Rényi, configuration, stake-shuffle, temporal-shuffle, clustered-honest, noise) - CoordinationRiskScore formula with 6 robust-z terms + default weights α=β=0.20, γ=ε=0.15, δ=0.20, η=0.10 - 8-row adversarial scenario table (obvious clique → stealth → synchronized voting → honest cluster → low-weight → camouflage → rotating → cross-coalition) - 4-PR roadmap: seed-lock/CI governance → calibration harness → adversarial scenarios → docs/promotion criteria - KSK/Aurora integration: advisory-only flow (Detection → Oracle → KSK → Action) - "What not to claim" caveats (6 items: no proof of intent, not all collusion detectable, not production-ready, etc.) Part 2 — Amara's own GPT-5.5 Thinking correction pass on Part 1 (~1500 words; 10 required corrections; repo-safe status statement; corrected promotion ladder + PR roadmap titles): - #1: replace "CI confirms" with "PR #323 clears toy falsifiability bar" - #2: Wilson intervals replace handwave ±5% CI (90/100 → LB only 82.6%; 20/100 FPR → UB 28.9%) - #3: rename "Cartel Score" → "CoordinationRiskScore" locked - #4: conductance sign flip — use Z(-conductance) or Z(exclusivity), not Z(+conductance) - #5: modularity relational — use Q(attacked)-Q(baseline)>θ not absolute Q thresholds - #6: PLV phase-offset — PLV=1 can mean anti-phase; need magnitude AND mean phase offset - #7: MAD=0 fallback — epsilon floor or percentile-rank - #8: replace Medium-article source with scikit-learn precision-recall docs - #9: explicit artifact output layout (calibration-summary.json, seed-results.csv, etc.) - #10: sharder — measure variance before widening threshold Corrected promotion ladder (0-6 stages): 0 Theory / 1 Toy detector / 2 Calibration harness / 3 Scenario suite / 4 Advisory engine / 5 Governance integration / 6 Enforcement candidate PR #323 is Stage 1, NOT Stage 4. Otto's operationalization notes: - 4/10 corrections already aligned with shipped substrate: #4 exclusivity (PR #331), #5 modularity relational (PR #324), #7 MAD floor (PR #333), #10 sharder Otto-132 (BACKLOG #327). - 6/10 queued as future graduations: Wilson CIs in tests; MAD=0 percentile-rank fallback; conductance-sign doc; PLV phase-offset extension; CI test classification; artifact-output layout. Invariant restated (Amara 16th-ferry carry-over): "Every abstraction must map to a repo surface, a test, a metric, or a governance rule." Cross-ref verified: PRs #321 #323 #324 #326 #327 #331 #332 #333, docs/definitions/KSK.md (Otto-157 / #336), 17th ferry (#330), 16th ferry, 15th ferry, Otto-140..145 memory. GOVERNANCE §33 four-field header (Scope / Attribution / Operational status / Non-fusion disclaimer). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * ferry: fix markdownlint MD018 — line-start #221 parsed as H1 heading * ferry: drain PR #337 review threads — 4 FIX, 2 NARROW+BACKLOG, 8 BACKLOG+RESOLVE Factory-authored sections of the 18th-ferry absorb (header, Otto's notes, Cross-references) edited under name-attribution + code-comments-not-history disciplines; Amara's verbatim Part 1 + Part 2 body left intact per verbatim-preserve. In-doc edits: - Soften "verified against actual" wording on the CLAUDE.md cross-reference bullet to anchor-list rechecked-at-drain-time framing. - Use full `tests/Tests.FSharp/Simulation/` path in the Stage-discipline section (was bare `tests/Simulation/`). - Replace dead "GOVERNANCE §33" cite with factory-convention + CLAUDE.md ground-rule pointer (numbered §33 not yet landed; rule is captured by convention across docs/aurora/** absorbs). - Drop broken `feedback_ksk_naming_*.md` filename and soften 15th/16th ferry cross-refs to "not present as a dedicated absorb in this snapshot." Drain-log: docs/pr-preservation/337-drain-log.md per Otto-250. --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
No coding, no reviewer dispatch, no DEBT reshuffling. The discipline of the rest is the rest.
Test plan
gate.ymlgreen on push is the pass criterion🤖 Generated with Claude Code