## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - Its UI is governed by a design system (`DESIGN.md` + the token layer
in `ui/src/index.css`, merged in #9134) whose first principle is "one
way to say each thing" — one Card, one Badge, one nav row
> - After the token extraction landed, ~35 files still hand-rolled card
containers, ~45 files hand-rolled pill spans, the sidebar agents section
duplicated the nav-row chrome, and the inbox and tasks lists rendered
the same task rows two subtly different ways
> - Each divergence is a place where a future design change (radius,
hover language, status vocabulary) silently misses surfaces, defeating
the "edit tokens + run checks" model the design system exists for
> - This pull request converges those surfaces onto the shared
primitives, codifies the radius scale as the modern multiplicative
shadcn ladder, and unifies the row/hover/tree-guide language across the
inbox and tasks lists — every visible delta was human-reviewed
screen-by-screen against a live instance across nine feedback rounds
> - The benefit is that the app's look is now steerable from single
knobs (one `--radius` anchor, one Card, one Badge, one row component),
and the visual regression suite covers the result (514 snapshots
including a new AgentDetail page story)
## Linked Issues or Issue Description
No public GitHub issue exists for this work; describing per the feature
template:
- **Problem**: after the design-token foundation (#9134),
component-level drift remained — hand-rolled cards/pills, duplicated
sidebar row chrome, and two different renderings of task rows (inbox vs
tasks list) meant design changes had to be applied per-surface and
frequently missed spots (e.g. status glyphs rendered 16px in the inbox
but 20px in the tasks list because a slot override silently beat the
component default).
- **Proposed behavior**: all card-shaped containers render via `Card`,
all label pills via `Badge`, sidebar rows via `SidebarNavItem`, and both
task-list surfaces via one `IssueRow` configuration; the radius scale is
a single multiplicative ladder anchored at `--radius: 0.5rem`.
- **Alternatives considered**: converting interactive
`<button>`/`<Link>` cards to `Card` divs (rejected — breaks semantics;
documented inline with `design-allow` comments instead); keeping the
legacy additive radius ladder (rejected in favor of the standard shadcn
multiplicative mapping).
## What Changed
- `Card` adoption across ~35 files (settings pages, auth/board flows,
dashboards, list containers, KPI tiles); non-adoptable sites
(interactive cards, `<li>` rows, class-string props, chart tooltip)
carry documented `design-allow(card-pattern)` comments
- `Card` gains an `interactive` prop — one quiet hover affordance for
clickable cards (cursor, border darken, shadow lift, focus ring),
applied to skills tiles, artifact cards, and the company selector; cards
carry no resting shadow
- `Badge` adoption for 113 hand-rolled pill spans across ~45 files;
`PropertyChip` wraps `Badge` internally; `StatusBadge`, external-object
chips, and match chips stay bespoke by documented decision (WCAG-tuned
status mechanics)
- Radius ladder becomes the multiplicative shadcn mapping
(`sm/md/lg/xl/2xl/3xl/4xl = 0.6/0.8/1.0/1.4/1.8/2.2/2.6 × --radius`,
anchor `0.5rem`); every card surface unifies on `rounded-lg`; the
orphaned 8px literal token is deleted
- Sidebar: agent rows render via `SidebarNavItem` (new additive props:
`iconNode`, `active`, `trailing`, `liveAccessory`); live dots use
`--status-agent-running`; one row rhythm and inset rounded pill
highlight; right-aligned trailing badges; every labeled section is
collapsible
- Inbox + tasks lists unified: md status glyphs, `accent/50` rounded row
hovers, vertical tree guides under parent rows (opaque underlay so
dark-mode translucent borders don't stack), no horizontal dividers under
expanded parents; the swipe-to-archive reveal layer shows only
mid-swipe; board toggle uses the `SquareKanban` glyph
- Kanban: every column carries a status-hued tint; lanes default
expanded (including empty); compact mode collapses empty lanes to
labeled rails (fixes a clipped, label-less empty-column state)
- Storybook: new AgentDetail page story (realistic fixtures, light+dark)
joins the visual suite; suite captures with `reducedMotion: 'reduce'`
and the ux-lab reasoning ticker honors `prefers-reduced-motion`; a stale
lexical alias in `storybook/main.ts` is fixed (build was broken since
the lexical 0.46 bump)
- Keyboard navigation, from live review of the unified lists: inbox
navigation keys work on every tab (archive keys stay scoped to the
archivable tab); keyboard-driven scrolling no longer hands the selection
to whatever row lands under the stationary cursor (hover selects only
after real pointer movement); the tasks list view gains the same j/k /
arrows / Enter selection model as the inbox; and the `g` then `i`
go-to-inbox chord works app-wide instead of only on the issue detail
page
- Token gates restored to 3/3 CLEAN (tokenized a post-#9134 regression
in the recovery card); decisions recorded in
`doc/design/DECISION-SHEET.md` and `doc/design/COMPONENT-INVENTORY.md`
(investigation verdicts: FileTree vs WorkspaceFileBrowser and the four
entity pickers stay separate — evidence included)
## Verification
- `pnpm check:token-gates` → 3/3 CLEAN
- `pnpm typecheck` → green (all packages)
- `cd ui && npx vitest run` → 2106/2106 (assertions updated in lockstep
where they documented superseded decisions; new tests for the global
go-to-inbox chord)
- `pnpm --filter @paperclipai/ui build` → exit 0
- `pnpm build-storybook` → succeeds (also fixes the lexical-alias break
on master)
- Visual regression: 514-snapshot Playwright suite green against the
updated baseline (zero diffs from the keyboard-navigation round — those
changes are purely behavioral). Note: baselines live outside git per the
suite design and the baseline-manifest archive is not yet published, so
CI cannot run this suite — it was run locally throughout; every visible
delta was reviewed screen-by-screen in a live instance across nine
review rounds. Review evidence (before/after triplets) intentionally
kept out of the repo for size; available on request.
- Manual: exercised dashboard, tasks (list + board), inbox, agents,
skills, costs, settings, and artifact surfaces in light and dark themes
## Risks
- Wide but shallow visual surface: most changes are class-string
substitutions with behavior preserved (props, handlers, roles, test
ids). The riskiest areas — dnd-kit card refs (React 19 ref-as-prop),
inbox swipe-to-archive, and sidebar overlays — are covered by existing
unit tests (all green) and were manually exercised.
- Intentional visual deltas (rounded cards, tinted kanban columns, md
status glyphs, unified hovers) are design decisions recorded in
`doc/design/DECISION-SHEET.md`; each maps to a re-baselined snapshot set
locally.
- The visual suite cannot yet run in CI (unpublished baseline archive —
pre-existing condition from #9134); until that lands, snapshot coverage
is local-only.
## Model Used
- Claude Fable 5 (`claude-fable-5`, Anthropic) via Claude Code — agentic
coding with tool use (file editing, test execution, Playwright
screenshot verification); extended thinking enabled.
## Checklist
- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green (will confirm once CI runs)
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
(pending first review)
- [x] I will address all Greptile and reviewer comments before
requesting merge
🤖 Generated with [Claude Code](https://claude.com/claude-code)
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - Its UI is the operator's daily surface: task lists, boards, budgets,
agent status — all built on shadcn components and Tailwind
> - Visual values (colors, spacing, type sizes, radii) were hardcoded at
~1,600 call sites: the same "small gray label" was 9/10/11px depending
on the file, charts disagreed with chips about status colors, two
toggle-switch implementations coexisted in two greens, and there was no
visual regression coverage
> - This made the UI drift-prone and made any restyle a
hundreds-of-files project, which discourages design iteration
> - This pull request extracts visual values into a single token layer
in `ui/src/index.css`, adds a Storybook visual regression suite backed
by external immutable baseline archives, and then applies a deliberate
retune reviewed change-by-change on screenshot diffs
> - The benefit is that Paperclip's look becomes a config surface:
retheming is a token edit reviewed as a snapshot diff, drift is blocked
by a token gate, and future UI PRs can prove exactly what changed
visually without committing hundreds of PNGs
## Linked Issues or Issue Description
No existing public issue covers this work (searched "design tokens",
"visual regression", "design system" across issues and PRs). Related in
spirit: Refs #8982 (theming a hardcoded panel — a one-off instance of
the same problem class this PR addresses systematically).
**Problem (feature-request form):** UI visual values are hardcoded per
call site with no source of truth and no regression coverage;
consistency depends on reviewer memory, and restyling requires mass file
edits.
**Proposed solution (this PR):** a single token layer + enforcement gate
+ externally stored visual snapshot suite, then an intentional restyle
on top of that foundation.
## What Changed
- **Token extraction (zero visual change, machine-verified during
development):** committed codemods (`scripts/codemod-*.mjs`) moved
~1,600 hardcoded color/type/spacing/radius/shadow/misc values into named
tokens in a non-inline `:root` block of `ui/src/index.css`.
- **Visual regression suite:** `pnpm test:storybook-visual` covers 255
stories × light/dark = 510 Playwright screenshots at `maxDiffPixels: 0`,
plus new primitive-coverage stories and deterministic-render fixes.
- **External visual baselines:** committed PNG snapshots were removed.
`tests/storybook-visual/baseline-manifest.json` pins an immutable
archive URL/hash/size/count, and `scripts/storybook-visual-baseline.mjs`
handles `download`, `verify`, `pack`, and trusted maintainer `upload`
flows.
- **Opt-in visual CI artifacts:** added a `Storybook Visual` workflow
that runs on manual dispatch or PRs labeled `storybook-visual`,
downloads/verifies the baseline, runs Playwright, and uploads Playwright
report/test-result artifacts for review. Normal PR runs do not mutate
baseline objects.
- **Token gate:** `pnpm check:token-gates` — zero hex literals, zero
arbitrary bracket values, zero raw font-sizes in `ui/src/components/**`
and `ui/src/pages/**`, with a documented inline allowlist for legitimate
opt-outs.
- **Theme retune (intentional, snapshot-reviewed):** new base theme
values; radius ladder derived from a single `--radius` knob; micro-type
cluster collapsed to a named ladder (`--text-nano/micro/compact` +
Tailwind `text-xs`/`text-sm`); letter-spacing collapsed to named steps.
- **One status-color vocabulary:** charts, quota/budget bar fills,
RUNNING/live chips, and liveness indicators all use the canonical
`--status-*` hues. Light-mode legibility fixes for red alert surfaces
that used dark-tuned text classes.
- **One switch:** `ToggleSwitch` restyled to the registry capsule form,
second hand-rolled implementation removed, and all call sites unified.
- **Docs:** `DESIGN.md` is the design contract; `doc/design/` holds
audit reports, decision logs, and updated guidance for external baseline
review/update workflows.
- Dead code removed (`agentStatusBadge` duplicate map), byte-identical
contrast constants consolidated, semantic renames
(`--project-seed`/`--project-none`, `--liveness-blue`).
## Verification
- `pnpm check:token-gates` — 3/3 gates CLEAN during the design-system
run
- `pnpm typecheck` && `pnpm --filter @paperclipai/ui build` — green
during the design-system run
- `node --test scripts/__tests__/storybook-visual-baseline.test.mjs` —
pass after external-baseline rework
- `pnpm exec tsc --noEmit --pretty false --module NodeNext
--moduleResolution NodeNext --target ES2022 --types
node,@playwright/test tests/storybook-visual/playwright.config.ts
tests/storybook-visual/storybook-visual.spec.ts` — pass after
external-baseline rework
- `git diff --check origin/pr/9134..HEAD` — pass after external-baseline
rework
- `find tests/storybook-visual -type f -name '*.png' -print | wc -l` —
`0`
- `node scripts/storybook-visual-baseline.mjs verify` — intentionally
fails closed until the first trusted maintainer publishes the baseline
archive and updates `baseline-manifest.json`
## Risks
- **Large but shallow:** the PR still touches many UI files due to
mechanical token extraction and retune work, but committed PNG snapshot
churn has been removed from the branch.
- **Baseline publication required before the visual suite can pass in
clean clones:** the manifest currently has placeholder archive metadata.
A trusted maintainer must publish the first immutable archive, then
update `baseline-manifest.json`.
- **Rendering platform variance:** the external baseline should be
captured in the documented Linux/Chromium environment. Future CI runs
verify against the pinned archive and fail closed on checksum/count
mismatch.
- **Visual CI is opt-in while stabilizing:** add the `storybook-visual`
label or dispatch the workflow manually to produce downloadable
Playwright report/test-result artifacts.
- **Scheduled follow-ups, deliberately out of scope:** Tailwind palette
classes map to semantic tokens in a dedicated pass; card/pill component
consolidation; ESLint ratchet. Tracked in
`doc/design/DECISION-SHEET.md`.
## Model Used
Claude Fable 5 (Anthropic, `claude-fable-5`, Mythos-class tier) with
extended thinking, running in Claude Code with tool use; mechanical
phases delegated to Claude Sonnet subagents. Follow-up external-baseline
rework assisted by OpenAI Codex (`gpt-5` coding agent with repository,
terminal, and GitHub tool use). All bulk rewrites executed via
deterministic, idempotent scripts committed in `scripts/`; intentional
visual changes were human-reviewed on screenshot contact sheets.
## Checklist
- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run targeted local verification and documented the
intentional baseline-publication failure above
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green *(pending new CI run after this
rework)*
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
*(pending review)*
- [x] I will address all Greptile and reviewer comments before
requesting merge
🤖 Generated with [Claude Code](https://claude.com/claude-code) and
OpenAI Codex
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Dotta <bippadotta@protonmail.com>
Co-authored-by: Paperclip <noreply@paperclip.ing>
## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - The first-run experience (onboarding wizard) and the chat surfaces
(conference-room/board chat, task threads, composers) are the product's
front door — they decide whether a new operator understands "hire
agents, give them work, review results" in the first five minutes
> - Today those surfaces feel ticket-y and form-like: the wizard is a
static multi-step form that ends in an anticlimactic "Launch" screen,
the task composer and board chat behave differently from each other, and
agent-feed issue quicklooks misbehave (multiple flyouts open at once,
cards jump on hover)
> - We wanted to iterate toward a conversational, team-centric NUX — but
without risking the workflows of everyone already running Paperclip
> - This PR reworks the NUX behind a new default-OFF
`enableConferenceRoomChat` experimental flag: a capsule-motif onboarding
wizard that builds your team as you answer, a conference-room chat
surface, one shared ChatComposer across surfaces, brand-accurate status
chips, and feed-quicklook fixes — with the pre-existing UI
fork-and-frozen as `*Classic` components that flag-OFF users keep
> - The benefit is a complete, testable modern NUX that anyone can opt
into from Settings → Experimental, with zero default behavior change and
a clean path to either graduate or drop the experiment
## Linked Issues or Issue Description
No pre-existing GitHub issue — feature description per
`feature_request.yml`:
- **Problem / motivation:** Paperclip's onboarding wizard and chat
surfaces grew up as separate ticket-centric forms. New users get a
form-filling experience rather than the feeling of standing up a team;
the board chat and task threads use different composers with different
affordances; the agent feed's issue quicklook can stack multiple
popovers and shifts cards on hover.
- **Proposed solution:** A coherent NUX experiment behind one
experimental flag (`enableConferenceRoomChat`, Settings → Experimental,
default OFF): capsule onboarding wizard with an evolving team capsule,
conference-room chat, unified `ChatComposer`, team-centric copy, brand
status chips, quicklook single-flight fix. Flag-OFF users get the exact
pre-experiment UI via frozen `*Classic` forks, verified by an on/off
parity test matrix.
- **Alternatives considered:** (a) incremental unflagged restyling —
rejected: the changes interlock across surfaces and would drip risk into
every release; (b) a separate app shell / route for the new NUX —
rejected: too much divergence, the flag + classic-fork pattern keeps the
diff reviewable and reversible.
- **Roadmap alignment:** `ROADMAP.md` lists **CEO Chat** ("a
lighter-weight way to talk to leadership agents... should still resolve
to real work objects"). This experiment is groundwork in that direction
(conference-room chat resolves to issues/tasks via the same composer
used in task threads) and does not change the core task-and-comments
model.
Related PRs found in the dedup search (same area, none duplicate this
work — they target the classic wizard, which this PR intentionally
leaves intact and mergeable):
- #5385 — Coach-driven onboarding: conversational entry +
agent-companies package import
- #5378 — Onboarding wizard: reusable adapter picker + probe card
- #6636 — ui(onboarding): friendly error surface + retry for the wizard
- #7005 — fix(onboarding): explicitly await first-task wake
- #2616 — fix: restore workspace directory config in onboarding wizard
## What Changed
- **Experimental flag plumbing** — `enableConferenceRoomChat` in shared
types/validators, server instance-settings service + API, Settings →
Experimental card with explicit enable/disable copy
- **Onboarding wizard** — classic wizard forked and frozen
(`OnboardingWizardClassic`); flag-ON variant is a 5-step capsule wizard
with a persistent evolving `AgentCapsule` (gradient/glow motif),
team-centric reframed copy, and a typing-dots intro (hardened with
fake-timer tests)
- **Conference-room chat** — flag-ON board-chat surface with agent
bubble name/icon headers and copy/vote/timestamp action rows
(`AgentBubbleActionRow`)
- **Unified composer** — shared `ChatComposer` adopted across surfaces;
translucent surface + scroll-mask removal; "Agent mode"/"Plan mode"
relabels; no-assignee confirmation `AlertDialog` (new
`ui/alert-dialog.tsx` primitive); `@task` reference picker +
linkification in mentions
- **Agent feed** — single-flight issue-quicklook store (one popover at a
time), flyouts open to the left, removed hover translate-y jitter
- **Status chips** — brand-accurate task status chips behind the flag
(light/dark, 1px borders per paperclip.ing/brand)
- **Tests** — flag on/off parity matrix across IssueDetail,
NewIssueDialog, Sidebar, wizard, gate components; component tests for
all new pieces
- **Merge with `master`** — one conflict in
`ui/src/components/IssueChatThread.tsx`, resolved by keeping master's
new `AssigneeChip`/`HandoffWakeRow`/`RunStatusBadge` components inside
the flag-gated metadata-row chrome (details in commit `21a5642a`);
post-merge fixes: vitest 4 mock typing in `MarkdownEditor.test.tsx`,
flag hook made safe for provider-less mounts (master's new isolated
component tests)
- **Branch hygiene** — internal design wireframes/mockups stripped
before the PR (they live in the Paperclip issue threads)
- No user-facing documentation changes required: the flag is
intentionally experimental and self-described in the Settings card; no
existing docs reference the affected surfaces
## Verification
- `pnpm run typecheck` — green across the workspace (ui, server, shared,
plugins)
- Full UI suite (`vitest run` in `ui/`, clean worktree at this HEAD):
**1593/1595 passing, 223/224 files** — the 2 remaining failures are in
`src/components/artifacts/ArtifactCard.test.tsx` and **fail identically
on pristine `origin/master`** (pre-existing upstream, unrelated to this
branch)
- Full server suite (`vitest run` in `server/`, same clean worktree):
results in PR checks; flag plumbing covered by instance-settings tests
- Targeted post-merge resolution check: `IssueChatThread`,
`IssueChatThreadSystemNotice`, `IssueDetail`, `Sidebar`,
`ConferenceRoomChatGate`, `OnboardingWizardVariant`, `NewIssueDialog`,
`InstanceExperimentalSettings`, `MarkdownEditor` — 172/172 passing
- Manual walkthrough: flag OFF (default) → onboarding wizard, task
thread, board chat, composer all render the classic UI; flag ON via
Settings → Experimental → capsule wizard, conference-room chat, unified
composer, status chips active
- Screenshots: see below
**Flag on/off screenshots** (committed on this branch under
`screenshots/PR-8000-*`):
| Surface | Flag OFF (classic, default) | Flag ON (experimental) |
| --- | --- | --- |
| Settings → Experimental | 
| 
|
| Task thread | 
| 
|
| Home / nav | 
| 
|
| Conference Room (flag-ON only surface) | — | 
|
Capsule onboarding wizard walkthrough screenshots (flag ON) are attached
to the Paperclip design/implementation threads; the wizard requires a
fresh instance so it is captured via the e2e harness
(`tests/e2e/nux-phase4-screenshots.spec.ts`).
## Risks
- **Large surface, but gated:** all new behavior sits behind
`enableConferenceRoomChat`, default OFF; flag-OFF rendering is locked by
frozen `*Classic` forks plus an on/off parity test suite
- **Classic forks are frozen at the fork point (`e3aada1d`):** master
features added to the live thread component after that point (assignee
handoff chips, run status badge, composer mention coach) render in the
flag-ON path; the flag-OFF task thread keeps the fork-point behavior
until the experiment graduates (forks deleted) or is dropped (forks
restored as canonical). Called out for reviewer attention.
- **Merge-conflict resolution in `IssueChatThread.tsx`** (commit
`21a5642a`) deserves reviewer eyes: master's new handoff/run-status
components were kept; the base toast-style no-assignee flow remains
replaced by the AlertDialog flow introduced on this branch
- Schema/server changes are additive (one optional boolean instance
setting); no migrations of existing data
## Model Used
- Claude (Anthropic) via Claude Code running in the Paperclip agent
harness (agent: ClaudeCoder)
- Branch implemented across multiple agent sessions on Claude Opus-class
models with extended thinking + tool use (file edits, shell, Playwright
screenshots); merge/PR session model ID as reported by the harness:
`claude-fable-5` (Claude Code CLI)
- All code was agent-authored and board-reviewed through Paperclip issue
threads (plans, wireframes, confirmations) before merging
## Checklist
- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] If this change affects the UI, I have included before/after
screenshots
- [x] I have updated relevant documentation to reflect my changes (none
required — experimental flag, self-documenting Settings card; noted
above)
- [x] I have considered and documented any risks above
- [x] All Paperclip CI gates are green (run 3 on `8af3041a`: all 16
gates SUCCESS, incl. e2e and all 4 serialized-suite shards)
- [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
(re-review verdict: Confidence 5/5, “Safe to merge”; all 4 round-1
findings fixed + confirmed resolved; both summary notes addressed in
`8af3041a`)
- [x] I will address all Greptile and reviewer comments before
requesting merge
---------
Co-authored-by: Paperclip <noreply@paperclip.ing>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
scotttong
