## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - The work timeline helps operators understand what agents did, when
they did it, and who kicked off each run
> - Timeline statistics should describe the window the operator is
viewing, not hidden work outside the viewport
> - Kickoff chips should point to the run that was actually closest to
the triggering edge, not stale later runs on the same issue
> - This pull request scopes timeline summary stats to the visible
window and deduplicates kickoff attribution to the nearest matching run
> - The benefit is that operators get a more accurate, less misleading
timeline while scanning agent work
## Linked Issues or Issue Description
No matching public GitHub issue was found. Public duplicate search found
no open PR for "work timeline visible window kickoff".
### What happened?
Work timeline summary stats could count hidden spans outside the
selected visible window, and kickoff attribution could appear on a stale
matching run instead of the closest run associated with the edge.
### Expected behavior
Visible timeline stats should reflect only the current visible range,
and each kickoff edge should attach to the nearest matching run.
### Steps to reproduce
1. View a work timeline with agent spans that begin before or end after
the selected visible window.
2. Compare the summary stats against only the spans visible in the
viewport.
3. View repeated runs for the same actor and issue that share a kickoff
edge.
4. Check which run gets the kickoff chip.
### Paperclip version or commit
Current `origin/master` before this PR.
### Deployment mode
Board UI.
## What Changed
- Filters timeline summary stats to the visible time window.
- Passes visible-window metadata into the work timeline chart and page
state.
- Assigns each kickoff edge to only the closest matching run, with
deterministic tie-breaking.
- Adds focused regression coverage for visible stats and stale kickoff
attribution.
## Verification
- `pnpm exec vitest run
ui/src/components/timeline/WorkTimelineChart.test.tsx
ui/src/lib/timeline/layout.test.ts ui/src/pages/Timeline.test.tsx` -- 38
tests passed.
- `pnpm check:token-gates` -- all gates clean.
- `git diff --check origin/master...HEAD` -- passed.
## Visual Evidence
Public review artifacts for the user-visible timeline behaviours. The
SVGs use sanitized run labels and no internal Paperclip issue
identifiers.
Artifact gist:
https://gist.github.com/cryppadotta/dc2645d54c4bc56ffc0323224b3ea4bf
## Risks
- Low risk. The change affects timeline rendering and summary
calculations only; the main risk is a subtle difference in which run
gets a kickoff chip when multiple runs are very close together.
> For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and
discuss it in `#dev` before opening the PR. Feature PRs that overlap
with planned core work may need to be redirected. See `CONTRIBUTING.md`.
## Model Used
OpenAI Codex coding agent based on GPT-5, tool-enabled shell workflow.
Exact hosted model variant and context window were not exposed by the
runtime.
## 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
- [x] All Paperclip CI gates are green
- [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge
---------
Co-authored-by: Paperclip <noreply@paperclip.ing>
## 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 board UI is where operators inspect company activity, agent
work, and issue progress.
> - Existing board views show individual issue and run details, but they
do not give operators a compact time-based picture of work across
agents.
> - A work timeline helps operators scan when agents worked, how
handoffs happened, and where overlapping work occurred.
> - This pull request adds a company-scoped Work Timeline page backed by
the existing API surface and renders the timeline as a custom SVG
Gantt-style view.
> - The benefit is faster operator understanding of multi-agent
execution without opening each issue thread individually.
## Linked Issues or Issue Description
No public GitHub issue exists for this change.
Subsystem affected:
- ui/ — React + Vite board UI
Problem or motivation:
- Operators can inspect individual issues and runs, but there is no
compact time-based view of company work across agents.
- This makes it harder to scan overlaps, handoffs, retries, and activity
windows without opening many issue threads.
Proposed solution:
- Add a company-scoped Work Timeline page in the board UI.
- Render agent and system run spans as a custom SVG Gantt-style chart
with packed overlap lanes.
- Show issue color identity, kickoff attribution, hover-revealed
delegation connectors, retry styling, zoom controls, a sticky actor
gutter, and a minimap brush.
- Keep human activity lightweight by showing human kickoff chips without
plotting standalone human event rows.
Alternatives considered:
- Add the same information to existing issue-list or run-list views.
That would preserve simpler UI, but it would not show temporal overlap
or handoff paths clearly.
- Build this as a plugin-only surface. That keeps core smaller, but the
board already has the company-scoped route, navigation, and API client
patterns needed for this operator workflow.
Roadmap alignment:
- `ROADMAP.md` does not list an existing duplicate work-timeline
milestone. This supports the broader operator visibility direction
around artifacts, enforced outcomes, and higher-autonomy execution.
Additional context:
- Storybook includes `Pages/Work Timeline` stories for hour/day zoom and
a human-activity sample so reviewers can inspect the component without a
live backend.
## What Changed
- Added the Work Timeline page, route, sidebar entry, API client, query
key, and company-prefixed route helper coverage.
- Added a pure timeline layout transform for row packing, issue colors,
kickoff attribution, connector calculation, tick selection, and duration
formatting.
- Added the custom SVG timeline chart with sticky actor gutter,
hover-revealed connectors, zoom controls, minimap brushing,
visible-range feedback, and issue navigation.
- Added Storybook coverage plus sample fixtures for the work timeline.
- Added and corrected focused UI tests covering layout, chart behavior,
routing, sidebar behavior, and collapsed-sidebar expectations.
- Addressed Greptile feedback for kickoff fallback ordering, minimap
range math, document drag listener cleanup, and stable default `now`
handling.
## Verification
- `pnpm --filter @paperclipai/ui exec vitest run
src/lib/timeline/layout.test.ts
src/components/timeline/WorkTimelineChart.test.tsx
src/pages/Timeline.test.tsx src/lib/company-routes.test.ts
src/components/Sidebar.test.tsx
src/components/RequestCollapsedSidebar.test.tsx`
- `pnpm --filter @paperclipai/ui typecheck`
- `git merge-tree $(git merge-base HEAD origin/master) HEAD
origin/master | rg -n "<<<<<<<|changed in both|CONFLICT"` returned no
conflicts.
- Attempted Storybook screenshot capture with Playwright; Storybook ran
locally, but Chromium could not launch in this container because native
browser libraries such as `libatk-1.0.so.0` are unavailable and `npx
playwright install-deps chromium` requires interactive sudo.
## Risks
- Medium UI risk: this adds a substantial visual surface with custom SVG
interaction logic, so browser-level review is still useful for
responsive behavior and usability.
- Low backend risk: this PR only adds a UI client/page around the
existing timeline API contract and does not change database schema or
server routes.
> For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and
discuss it in `#dev` before opening the PR. Feature PRs that overlap
with planned core work may need to be redirected — check the roadmap
first. See `CONTRIBUTING.md`.
## Model Used
OpenAI GPT-5 via Codex coding agent, with repository file access, shell
command execution, GitHub connector access, and focused test execution.
Exact context-window details are not exposed in this runtime.
## 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
- [x] All Paperclip CI gates are green
- [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge
---------
Co-authored-by: Paperclip <noreply@paperclip.ing>
## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - The app shell exposes user-visible product surfaces through routes
and the left navigation
> - The Work Timeline frontend landed on `master` in related PR #8880
before the product surface was ready for general users
> - The backend aggregation endpoint and shared DTOs can remain
available for continued iteration without exposing the page in the main
app
> - This pull request removes the visible `/timeline` route, sidebar
entry, page implementation, chart component, and Storybook fixtures
> - The benefit is that users no longer see an unfinished Work Timeline
page on `master`, while future work can continue from a preserved
branch/workspace
## Linked Issues or Issue Description
No public GitHub issue exists for this rollback request.
Bug-style description:
- **What happened:** A Work Timeline page was exposed in the app
navigation before the surface was ready for users.
- **Expected behavior:** Unready product work should not be visible from
the default app shell on `master`.
- **Steps to reproduce:** Open the app on current `master`; the sidebar
includes a `Timeline` item that routes to `/timeline`.
- **Paperclip version/commit:**
`60f7fb422394c94618b8eef27ae032702004f544`.
- **Deployment mode:** Local app / standard Paperclip app shell.
- **Related public PR:** #8880.
## What Changed
- Removed the `/timeline` route and `Timeline` page import from the app
route table.
- Removed the `Timeline` sidebar item and unused `GanttChartSquare` icon
import.
- Deleted the frontend Work Timeline API wrapper, chart component,
layout helper, page, Storybook story, and sample fixtures.
- Removed the now-unused `queryKeys.workTimeline` entry.
- Left the backend timeline endpoint and shared DTOs intact so the data
contract can continue to be developed off the preserved work.
## Verification
- `pnpm --filter @paperclipai/ui typecheck`
- Searched the frontend for stale `workTimeline`, `WorkTimeline`,
`/timeline` route/sidebar, and `GanttChartSquare` references after
deletion.
## Risks
- Low runtime risk: this removes an app route and navigation entry for
an unfinished surface.
- Deep links to `/timeline` will now fall through to the app's existing
not-found behavior.
- The backend endpoint remains available; if the intent was to remove
the API too, that should be handled in a separate, explicit PR.
## Model Used
OpenAI Codex coding agent, GPT-5-based model, with shell/tool use for
repository inspection, code editing, git, and GitHub CLI operations.
## 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
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [ ] I will address all Greptile and reviewer comments before
requesting merge
Co-authored-by: Paperclip <noreply@paperclip.ing>
## Thinking Path
> - Paperclip is the open source app people use to manage AI agents for
work
> - Operators need to *see* how work actually flowed across their agents
over time — who was invoked, what they worked on, and how work was
delegated between them
> - The dashboard shows point-in-time state but nothing reconstructs the
temporal, cross-actor picture of heartbeat runs and delegations
> - A read-only company work-timeline endpoint was landed first (server
aggregation over runs/issues/activity); it had no frontend
> - This pull request adds the Gantt-style **Work Timeline** page that
renders that endpoint, plus the small additive server contract change it
needs (shared DTOs + a task title on each span)
> - The benefit is a single dense view — actor rows, concurrency lanes,
delegation connectors, zoom and a mini-map — that makes agent activity
legible without an N+1 fetch storm from the client
## Linked Issues or Issue Description
No public GitHub issue. Problem, in-PR:
- **Gap:** the company work-timeline aggregation endpoint has no UI.
There is no way to visually inspect how heartbeat runs unfolded over
time or how work was delegated between agents.
- **Solution:** a dashboard-adjacent Gantt-style page at
`/:companyPrefix/timeline`, linked from the sidebar's "Work" section,
rendering runs as bars on per-actor rows with delegation connectors,
kickoff chips, zoom, a lens filter, and a mini-map.
- Built with React + custom inline SVG (no chart dependency; consistent
with the existing Tailwind/Radix stack).
## What Changed
- **Frontend Gantt page** (`ui/src/pages/Timeline.tsx`,
`ui/src/components/timeline/WorkTimelineChart.tsx`): actor rows
(agents/system only — humans never get a row), overlapping runs packed
into concurrency sub-lanes, bars = heartbeat runs with a left colour tab
for issue identity, truncated task title + timing/status on hover,
click-through to the task.
- **Human activity markers & human rows** for kickoff/delegation
involving people, without giving humans their own run lane.
- **Kickoff avatar chips** at each bar's leading edge; straight
agent→agent delegation connectors (dashed for
retries/changes-requested); in-progress runs extend to a dashed "now"
line and fade out.
- **Zoom** (hour/day/week, auto-fit), full-window **mini-map** with a
draggable brush, **lens filter** (Everyone / per-user, server-side), and
colour **by task / by status**.
- **Pure layout/transform module** (`ui/src/lib/timeline/layout.ts`) —
packing, kickoff derivation, connector resolution, scales — unit-tested
in isolation.
- **Server contract (additive):** moved the `WorkTimeline*` DTOs into
`@paperclipai/shared` so the aggregation service and the UI consume one
contract; added `issueTitle` to each span so the tooltip shows the task
title with no N+1 client fetch.
- Sidebar link, query keys, API client (`ui/src/api/workTimeline.ts`),
and a Storybook story with fixtures.
## Verification
- `pnpm --filter @paperclipai/shared build` ✅
- `pnpm --filter @paperclipai/server typecheck` ✅ · `pnpm --filter
@paperclipai/ui typecheck` ✅
- `pnpm --filter @paperclipai/ui exec vitest run
src/lib/timeline/layout.test.ts
src/components/timeline/WorkTimelineChart.test.tsx` ✅ (15/15)
- `pnpm --filter @paperclipai/server exec vitest run
src/__tests__/work-timeline-service.test.ts` ✅ (5/5) — the DTO move +
`issueTitle` are additive; existing service tests use `objectContaining`
and still pass.
- Rendered `WorkTimelineChart` headless against a real slice of company
activity via a Storybook story; manual browser QA of the live page
passed on the feature branch.
## Risks
- **Low risk.** The change is UI-only plus an additive server DTO
refactor (types relocated to `@paperclipai/shared`, one new optional
field). No schema/migration changes, no change to endpoint behaviour
beyond the extra `issueTitle` field. The page is behind its own route
and does not alter existing views.
## Model Used
- Claude, Opus 4.8 (`claude-opus-4-8`), via Claude Code with extended
thinking and tool use.
## 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 (only the merged endpoint PR #8875 is related; no duplicates)
- [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 and contains no internal
ticket id
- [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
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge
🤖 Generated with [Claude Code](https://claude.com/claude-code)
---------
Co-authored-by: Paperclip <noreply@paperclip.ing>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Dotta
scotttong
