Four Copilot findings:

1. "Schema per row #44" misref — row #44 on main is "Supply-
   chain safe-patterns audit"; fire-history schema is defined
   in row #47 "Cadence-history tracking hygiene". Fixed in
   docs/hygiene-history/backlog-refactor-history.md.
2. & 4. AutoDream research doc + row #53 dangling in-tree —
   clarified with "lands via PR #155" per the recurring xref
   pattern.
3. Row #54 not in main + memory file missing — same
   lands-via-PR pattern (#166 for row #54; memory lives in
   per-user, already noted in the row content). No code
   change; thread will be resolved with reply.

Meta-finding: row #47 itself contains internal self-references
calling itself "row #44" (from a prior row-number era that
renumbered without updating self-refs). This is a pre-existing
inconsistency, not caused by this PR. Candidate for backlog-
refactor hygiene #54 sweep when it fires against
FACTORY-HYGIENE.md.

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

…ught

4 Copilot findings on PR #168: 2 xref (lands-via-#155); 1
row-number misreference ("Schema per row #44" was actually
#47 — row #44 is supply-chain; #47 is cadence-history); 1
combined reply-with-rationale.

Meta-finding (commit-body only, not this PR's scope): row
#47 itself has internal self-refs calling itself "row #44"
from a prior renumbering. Flagged as candidate for row #54
first-fire sweep.

Fixed docs/hygiene-history/backlog-refactor-history.md +
docs/BACKLOG.md; rebased; pushed. 4 threads resolved.

Observation: row-number misref is a new finding class I
hadn't seen. Copilot review caught it; target for row #54
sweeps.

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

…ow) (#168)

* hygiene: first backlog-refactor fire — knowledge-absorb update on AutoDream row

First firing of FACTORY-HYGIENE row #54 (backlog-refactor
cadenced audit), bounded to a single knowledge-absorb pass on
one row.

Target: the "Retraction-native memory-consolidation (better
dream mode) research project" row. Updated to cross-reference
the newer AutoDream extension-overlay policy (PR #155) + row
#53. The better-dream-mode project is reframed as the
more-ambitious second step conditional on the overlay policy
proving insufficient — not the primary AutoDream response
anymore.

Fire-history file landed at
docs/hygiene-history/backlog-refactor-history.md per row #44
obligation. First entry documents the bounded-pilot approach
(one row updated, no retires, pre/post row count approximately
unchanged).

Self-scheduled free work under the 2026-04-23 scheduling-
authority rule.

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

* hygiene: address PR #168 review findings

Four Copilot findings:

1. "Schema per row #44" misref — row #44 on main is "Supply-
   chain safe-patterns audit"; fire-history schema is defined
   in row #47 "Cadence-history tracking hygiene". Fixed in
   docs/hygiene-history/backlog-refactor-history.md.
2. & 4. AutoDream research doc + row #53 dangling in-tree —
   clarified with "lands via PR #155" per the recurring xref
   pattern.
3. Row #54 not in main + memory file missing — same
   lands-via-PR pattern (#166 for row #54; memory lives in
   per-user, already noted in the row content). No code
   change; thread will be resolved with reply.

Meta-finding: row #47 itself contains internal self-references
calling itself "row #44" (from a prior row-number era that
renumbered without updating self-refs). This is a pre-existing
inconsistency, not caused by this PR. Candidate for backlog-
refactor hygiene #54 sweep when it fires against
FACTORY-HYGIENE.md.

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

---------

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

Copilot caught two row-number inconsistencies:
- "Cross-platform parity (FACTORY-HYGIENE row #48)" was
  incorrect — row #48 is GitHub surface triage; cross-
  platform parity is row #51. Fixed.
- "fire-log surfaces per row #44" was incorrect — row #44
  is supply-chain safe-patterns; cadence-history / fire-
  history schema is row #47. Fixed + clarified.

Third finding (docs/research/multi-repo-refactor-shapes
path) — will be handled via reply-with-rationale (lands
via PR #150, still open).

Row-number misref is a recurring finding class across
session PRs; candidate sweep target for backlog-refactor
hygiene row #54 first cadenced fire.

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

…w-number fixes

PR #159 (Overlay A #3 deletions-over-insertions) MERGED at
18:02:47Z. 11 session PRs merged. HLL test passed on re-run
(different seed) — real-world data for the PR #175 BACKLOG
row on HLL flakiness; pin-then-explore is still the right
fix.

Aaron directive: "be PC when you write the 69 and 420
descriptions of whemsy we want this repo to be high school
curruclurm friendly so R rated is okay but only when
necessary for effect." PC-ified seed-whimsy memory
descriptions (69 → internet-meme-symmetrical-digit;
420 → counterculture-meme). Added PC-framing section
naming the high-school-curriculum-friendly standard.

PR #172 row-number misrefs fixed (#48 → #51 for cross-
platform parity; #44 → #47 for fire-history schema).
Third finding via lands-via-#150 reply.

Row-number misref is recurring; candidate for row #54
first cadenced fire.

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

…o-split) (#172)

* backlog: P2 — factory status UI on GitHub Pages (git-native, post-repo-split)

Aaron 2026-04-23: "static ui on our github pages that shows
factory status things in flight progress, etc ... we can
surface thing in the ui like the decions and any decions we
would like human feedback on ... all this should be able to
use our gitnative approach and not really cost anyting ...
backlog this and probaby not a good idea until after the
repo split into the different projects."

Row captures:
- Goal: static UI surfacing factory state (PRs, ADRs,
  HUMAN-BACKLOG asks, round progress)
- Constraint: git-native + ~free (static SSG regenerated by
  GitHub Action; no paid SaaS)
- Tech candidates deferred (Jekyll / Hugo / Astro / Eleventy
  / bun-based custom SSG — bun aligns with post-setup stack
  row #49)
- Sequencing: after multi-repo split (PR #150 prerequisite)
- Cross-refs to AGENT-GITHUB-SURFACES Pages row, HUMAN-
  BACKLOG, DECISIONS, ROUND-HISTORY, hygiene-history

P2 per Aaron's "probably not a good idea until after the
repo split" sequencing hint.

Self-scheduled free work (row-filing) under the 2026-04-23
scheduling-authority rule.

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

* backlog: Pages-UI row — add read-only-first / write-later refinement

Aaron 2026-04-23: "ui will likely need gh, our repo is public
so for all the read actions on the ui we are good without
permission, for write actions we probably don't need this yet
would need whole permission set and resue of the github logins
session stuff without a real backend, tricky stuff so readonly
to expaned to write access later. backlog just a little
refinement."

Row updated with:
- Phase 1 read-only: GitHub REST API against public repo, no
  auth (rate-limit applies; acceptable per-push-refresh
  dashboard)
- Phase 2 write: needs GitHub session/OAuth or thin backend;
  both break git-native + ~free-to-run; deferred until
  tradeoff re-examined

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

* backlog: Pages-UI row — bun+TS as tech choice; Jekyll excluded per maintainer

Aaron 2026-04-23 reminder: "i'm fine with either but last
time you push me hard away from jekyll that i think we only
need typescript bun based and no jekyll unless you tell me
otherwise."

Row updated:
- Tech choice is bun + TypeScript SSG (composes with
  FACTORY-HYGIENE row #49 post-setup stack default)
- Jekyll explicitly excluded
- Hugo / Astro / Eleventy demoted from listed candidates
- If a compelling reason to revisit Jekyll surfaces during
  research, it lands as an ADR with explicit rationale;
  default is bun+TS

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

* backlog: Pages-UI row — fix Jekyll-exclusion attribution (Kenji, not maintainer)

Aaron 2026-04-23: "technically Kenji told me to exclude this
not me, feel free to reevnualte but take the whole project
into consideration".

Row updated:
- Attribution corrected: Kenji (Architect persona) made the
  bun+TS-over-Jekyll recommendation, not the maintainer
  directly
- Re-evaluation with whole-project consideration documented:
  cross-platform parity (row #48), post-setup stack default
  (row #49), one-language-rule (no new Ruby chain), GitHub
  Pages + Actions build pattern works regardless of native-
  Pages SSG support, bun+SSG ecosystem rich enough
- Conclusion: Kenji's call stands after re-examination

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

* backlog: Pages-UI row — apply plural-host distinction (git-native content vs GitHub adapter)

Aaron 2026-04-23: "i guess pages is github native, but our
code can likely be git native only need git and not gh
commands but gh commands are welcome we just need to call
out gh becasue we want to be pluggable eventually to gitlab
to, we are gitnative with our first host as github."

Row constraint-section refined to distinguish:
- Git-native content (PRs / ADRs / HUMAN-BACKLOG /
  CONTRIBUTOR-CONFLICTS / ROUND-HISTORY / hygiene-history —
  lives in repo regardless of host)
- GitHub adapter (Pages + Actions + REST API are
  GitHub-specific; UI itself is explicitly labeled as the
  GitHub adapter against the git-native content spec)

When a second host activates (GitLab / Gitea / Bitbucket), a
sibling adapter ships against the same content spec. First
host is GitHub per "gitnative with our first host as
github".

Full plural-host discipline in per-user memory
feedback_git_native_vs_github_native_plural_host_pluggable_adapters_2026_04_23.md.

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

* backlog: Pages-UI row — fix row-number misrefs per PR #172 review

Copilot caught two row-number inconsistencies:
- "Cross-platform parity (FACTORY-HYGIENE row #48)" was
  incorrect — row #48 is GitHub surface triage; cross-
  platform parity is row #51. Fixed.
- "fire-log surfaces per row #44" was incorrect — row #44
  is supply-chain safe-patterns; cadence-history / fire-
  history schema is row #47. Fixed + clarified.

Third finding (docs/research/multi-repo-refactor-shapes
path) — will be handled via reply-with-rationale (lands
via PR #150, still open).

Row-number misref is a recurring finding class across
session PRs; candidate sweep target for backlog-refactor
hygiene row #54 first cadenced fire.

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

---------

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

… row #55) (#198)

Per Aaron 2026-04-23 Otto-27: "we can have a machine
specific scrubber/lint hygene task for anyting that makes
it in by default" + "just run on a cadence."

Files added:
- tools/hygiene/audit-machine-specific-content.sh —
  scans tracked files for machine-specific patterns
  (/Users/<name>/, /home/<name>/, C:\Users\<name>,
  C:/Users/<name>). Detect-only; --list + --enforce modes.
- docs/FACTORY-HYGIENE.md row #55 — full schema per
  existing hygiene-row pattern; Dejan (devops-engineer)
  on cadenced fire; classified prevention-bearing
  (row #47 taxonomy).

Baseline at first fire: 9 gaps across .claude/skills/,
docs/ PDFs, and one legitimate anti-example reference
in memory/feedback_path_hygiene.md. All pre-existing;
this row surfaces them for opportunistic cleanup.

Exclusions (historical content preserved verbatim per
append-only discipline):
- docs/ROUND-HISTORY.md
- docs/hygiene-history/**
- docs/DECISIONS/**
- the audit script itself (patterns as examples)

Composes with Otto-27 Option D in-repo-first policy
(PR #197 migrating CURRENT-*.md files) — the scrubber
prevents machine-specific leakage as new content enters
the in-repo boundary by default.

Attribution: Otto (loop-agent PM hat) scripted the audit;
Dejan (devops-engineer) owns cadenced operation.

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

…ORY-HYGIENE row #56)

Prevents recurring regression hit 3× in session.

Tool: tools/hygiene/audit-md032-plus-linestart.sh.
Baseline: 3 pre-existing gaps in persona notebooks.
Detect-only; --list + --enforce modes.

FACTORY-HYGIENE row #56 with full schema. Classified
prevention-bearing per row #47 taxonomy.

Pivot discipline: attempted linguistic-seed term #2
equality but #202 truth still BLOCKED/OPEN (directory
not on main yet). Pivoted to row #56 work instead of
stacking dependent substrate.

Third tool-hardening landing in session (after #198
scrubber + #199 batch-resolve). Tool-substrate
developing alongside content.

Attribution: Otto (loop-agent PM hat).

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

…action item #1) (#220)

Amara's 2026-04-23 decision-proxy + technical review courier (PR #219)
ranked memory-index-integrity CI as her highest-value immediate fix:
directly prevents the NSA-001 measured failure mode (new memory landed
without MEMORY.md pointer → undiscoverable from fresh session).

New workflow: `.github/workflows/memory-index-integrity.yml`

Check: if a PR (or push to main) adds or modifies any top-level
`memory/*.md` file, `memory/MEMORY.md` MUST also be in the same
range. Fails with an explicit remediation message citing NSA-001.

Scope excludes:
  - memory/persona/**  (per-persona notebooks have their own lifecycle)
  - memory/README.md   (convention doc)
  - memory/MEMORY.md   (the index itself)
  - Deletions          (covered from the other direction by FACTORY-
                        HYGIENE row #25 pointer-integrity audit)

Safe-pattern compliant per FACTORY-HYGIENE row #43:
  - actions/checkout@de0fac2... SHA-pinned
  - Explicit minimum `permissions: contents: read`
  - Only first-party trusted context (github.sha, github.event.pull_
    request.base.sha, github.event.before) passed via env:
  - No user-authored context referenced anywhere
  - concurrency group + cancel-in-progress: false
  - runs-on: ubuntu-22.04 pinned
  - actionlint clean; shellcheck clean (SC2086 fixed)

FACTORY-HYGIENE row #58 added documenting the cadence / owner /
scope / durable output + classification (row #47: prevention-
bearing — blocks merge before substrate diverges from index).

Row numbered 58 to leave #56 reserved for in-flight PR #204 (MD032
preflight) and #57 for in-flight PR #213 (git-hotspots audit).

Ships to project-under-construction: adopters inherit the workflow
unchanged; the memory/**.md + memory/MEMORY.md conventions are
factory-generic.

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

…ax, seeded hygiene-history, IP template cleanup

- UPSTREAM-RHYTHM.md: fix compare basehead syntax (Codex P1 — use owner:branch, not owner:repo:branch)
- AGENT-GITHUB-SURFACES.md + github-surface-triage SKILL.md: FACTORY-HYGIENE row refs #44→#47, #45→#48
- AGENT-ISSUE-WORKFLOW.md: soften "BACKLOG row is open" to "TODO: file a BACKLOG row"
- research/lfg-only-capabilities-scout.md: clarify HB-001 is resolved org-migration; merge queue is follow-up
- BACKLOG.md: unsplit inline-code spans in P3 LFG row
- hygiene-history/{wiki,discussions}-history.md: seed files referenced by Surface 3/4 docs
- .github/ISSUE_TEMPLATE/feature_request.md: remove stale GitHub default template (Zeta set covers bug_report/backlog_item/human_ask)

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

* docs: add UPSTREAM-RHYTHM.md — Zeta's fork-first batched PR cadence (#2)

The fork-pr-workflow skill defers the upstream-cadence choice to
project-level config. This is Zeta's config:

- Default PR target: AceHack/Zeta:main (free CI, free Copilot)
- Bulk sync AceHack/main -> LFG/main every ~10 PRs (one PR, not N)
- Five named exceptions for direct-to-LFG (security P0, external
  contributor, Aaron explicit, CI-repair, the bulk-sync PR itself)
- Concrete gh commands for each case
- Proposed cadence-monitor FACTORY-HYGIENE row

Resolves a phantom pointer in
memory/feedback_fork_pr_cost_model_prs_land_on_acehack_sync_to_lfg_in_bulk.md
which cited docs/UPSTREAM-RHYTHM.md as an intended target.

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

* docs: scout LFG-only capabilities; add 6th direct-to-LFG exception; P3 BACKLOG row

Aaron 2026-04-22 clarified LFG is not just "paid surface to avoid"
but a throttled experimental tier: Copilot Business + Teams plan,
all enhancements enabled (internet search, coding agent, etc.).
Standing permission to change any LFG setting except the $0 budget
cap and personal info. Enterprise upgrade offered if we build a
large-enough LFG-only backlog to justify it.

Changes:

- docs/research/lfg-only-capabilities-scout.md — new scouting doc.
  Verified Copilot Business plan via gh api; enumerates 10
  candidate experiments across Copilot Business, Teams plan,
  Actions runner classes, and org-level features. Each has a
  cadence. Declines self-hosted runners and raising the budget cap.

- docs/UPSTREAM-RHYTHM.md — adds a 6th direct-to-LFG exception
  ("LFG-only capability experiment") so these experiments don't
  fight the batched cost model.

- docs/BACKLOG.md — new P3 row "LFG-only experiment track
  (throttled)" pointing at the scout doc; gated on the 10-item
  threshold for the Enterprise upgrade conversation.

Source memory:
memory/feedback_lfg_paid_copilot_teams_throttled_experiments_allowed.md

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

* docs: address PR #139 review threads — row-number fixes, compare syntax, seeded hygiene-history, IP template cleanup

- UPSTREAM-RHYTHM.md: fix compare basehead syntax (Codex P1 — use owner:branch, not owner:repo:branch)
- AGENT-GITHUB-SURFACES.md + github-surface-triage SKILL.md: FACTORY-HYGIENE row refs #44→#47, #45→#48
- AGENT-ISSUE-WORKFLOW.md: soften "BACKLOG row is open" to "TODO: file a BACKLOG row"
- research/lfg-only-capabilities-scout.md: clarify HB-001 is resolved org-migration; merge queue is follow-up
- BACKLOG.md: unsplit inline-code spans in P3 LFG row
- hygiene-history/{wiki,discussions}-history.md: seed files referenced by Surface 3/4 docs
- .github/ISSUE_TEMPLATE/feature_request.md: remove stale GitHub default template (Zeta set covers bug_report/backlog_item/human_ask)

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

---------

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

…56)

Addresses recurring MD032 regression hit 3 times in
Otto-session (Otto-35 + Otto-38 + Otto-38 again).
Pattern: author writes prose continuation like
  Full treatment in the DBSP paper
  + docs/ARCHITECTURE.md §operator-algebra.
and markdownlint parses the '+ ' as a list item,
firing MD032 (list not surrounded by blank lines).

Tool: tools/hygiene/audit-md032-plus-linestart.sh —
scans tracked .md files for '^+ ' with non-blank
previous line. Skips files using '+ ' consistently
as bullet style (3+ occurrences). --list / --enforce
modes per row #55 pattern.

Baseline at first fire: 3 pre-existing gaps in
persona notebooks (memory/persona/best-practices-
scratch.md, ilyana/NOTEBOOK.md, kenji/OFFTIME.md).
Detect-only; enforce-transition deferred.

FACTORY-HYGIENE row #56 lands with full schema per
row #55 pattern. Classified prevention-bearing
(row #47 taxonomy).

Attribution: Otto (loop-agent PM hat).

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

…56)

Addresses recurring MD032 regression hit 3 times in
Otto-session (Otto-35 + Otto-38 + Otto-38 again).
Pattern: author writes prose continuation like
  Full treatment in the DBSP paper
  + docs/ARCHITECTURE.md §operator-algebra.
and markdownlint parses the '+ ' as a list item,
firing MD032 (list not surrounded by blank lines).

Tool: tools/hygiene/audit-md032-plus-linestart.sh —
scans tracked .md files for '^+ ' with non-blank
previous line. Skips files using '+ ' consistently
as bullet style (3+ occurrences). --list / --enforce
modes per row #55 pattern.

Baseline at first fire: 3 pre-existing gaps in
persona notebooks (memory/persona/best-practices-
scratch.md, ilyana/NOTEBOOK.md, kenji/OFFTIME.md).
Detect-only; enforce-transition deferred.

FACTORY-HYGIENE row #56 lands with full schema per
row #55 pattern. Classified prevention-bearing
(row #47 taxonomy).

Attribution: Otto (loop-agent PM hat).

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

…204)

* hygiene: MD032 '+'-at-line-start preflight audit (FACTORY-HYGIENE row #56)

Addresses recurring MD032 regression hit 3 times in
Otto-session (Otto-35 + Otto-38 + Otto-38 again).
Pattern: author writes prose continuation like
  Full treatment in the DBSP paper
  + docs/ARCHITECTURE.md §operator-algebra.
and markdownlint parses the '+ ' as a list item,
firing MD032 (list not surrounded by blank lines).

Tool: tools/hygiene/audit-md032-plus-linestart.sh —
scans tracked .md files for '^+ ' with non-blank
previous line. Skips files using '+ ' consistently
as bullet style (3+ occurrences). --list / --enforce
modes per row #55 pattern.

Baseline at first fire: 3 pre-existing gaps in
persona notebooks (memory/persona/best-practices-
scratch.md, ilyana/NOTEBOOK.md, kenji/OFFTIME.md).
Detect-only; enforce-transition deferred.

FACTORY-HYGIENE row #56 lands with full schema per
row #55 pattern. Classified prevention-bearing
(row #47 taxonomy).

Attribution: Otto (loop-agent PM hat).

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

* hygiene: fix MD038 trailing-space-in-code-span on row #56

Replaced '`+ `' + '`^+ `' with '`+` followed by space' +
'`^+` (plus-at-line-start followed by space)' to remove
trailing spaces inside code spans.

Markdownlint MD038 rule forbids leading/trailing spaces in
code spans. The semantic meaning ('+' followed by space
character) is now in prose.

Attribution: Otto (loop-agent PM hat).

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

* hygiene: rewrite MD032 audit for CommonMark correctness + review-drain fixes (PR #204 threads)

Addresses 19 unresolved review threads on PR #204 clustered into six
distinct issues — consolidated into a single cohesive rewrite:

  * NUL-delimited `git ls-files -z | while read -d ''` iteration
    (whitespace-safe paths; matches sibling hygiene-script convention).
  * `cd "$(git rev-parse --show-toplevel)"` first so paths resolve
    from repo root regardless of $PWD.
  * Previous-line blank check strips all whitespace (spaces, tabs, CR)
    via `${var//[[:space:]]/}` — tab-only predecessors count as blank.
  * Contiguous `+ `-list detection: if the previous line is itself a
    `^ {0,3}\+ ` marker line, it's list continuation, not a gap.
  * CommonMark-compliant pattern `^ {0,3}\+ ` — up to 3 leading spaces
    allowed on `+ `-marker lines (indented `+` in header example now
    matched).
  * `plus_lines_count >= 3` file-level skip heuristic removed —
    per-line contiguous-list detection makes it unnecessary and was
    masking false negatives (file could mostly use `+` as list marker
    while still containing a stray prose-continuation `+`).
  * Post-setup stack header added to match sibling convention.
  * Portability: `while read`-based file load instead of `mapfile`
    (macOS bash 3.2 parity).

FACTORY-HYGIENE.md row #56 description updated to match the new
behaviour (pre-merge refinement of the new row, permitted under
append-only audit-trail discipline).

Build: 0W/0E.

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

* hygiene: markdownlint-fix MD038/MD056 on FACTORY-HYGIENE row #56

Line 102 in docs/FACTORY-HYGIENE.md triggered 11 MD038
(no-space-in-code) warnings and 1 MD056 (table-column-count)
warning. Rewrote the row text to:

- Replace code-span literals that started or ended with a
  space (`+ `, `^ {0,3}\+ `, `. Excludes: `, `, `, `; `, etc)
  with prose phrasings that keep the meaning without the
  MD038-tripping whitespace inside backticks.
- Split the `git ls-files -z | while read -d ''` code span
  into two separate spans so the `|` does not land inside a
  code-span in a table cell (markdownlint-cli2 was counting
  it as a ninth column against the 8-column header).

No semantic change to the hygiene rule itself; no changes to
tools/hygiene/audit-md032-plus-linestart.sh. Full repo
markdownlint-cli2@0.18.1 run is clean; dotnet build -c Release
is 0W/0E.

* hygiene: fix sibling-script citation in audit-md032 comment

Copilot caught that audit-memory-references.sh doesn't use
`git ls-files -z` iteration (it parses a single target file).
Replace with audit-post-setup-script-stack.sh which does use
the NUL-delimited pattern. No behaviour change; comment only.

Addresses PR #204 Copilot review thread on line 82.

---------

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