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4 Commits
Author SHA1 Message Date
DottaandClaude Opus 5.5 d82e5efeb9 perf(ui): cut repeated reads while a task is open (#20563)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work
> - The board UI keeps an open task current with a shared company
websocket and with polling fallbacks
> - In a busy company, one open task sent 35 to 60 API requests in 17
seconds, and each request waits on the database
> - Most of these requests were repeated reads: task summaries 22 times,
the task run list 11 times, task browsers 6 times, and the 60 KB agent
list 6 times
> - The cause is not the open task. Other agents' run and task events
invalidate company-wide lists on every 300 ms batch, and the task view
polls runs and browsers on fixed intervals even while the websocket is
open
> - This pull request spaces company-wide refreshes, and it lets the
websocket replace run and browser polling while it is connected
> - The benefit is about 79% fewer reads from an open task in a busy
company, with the same polling fallback when the connection is down

## Linked Issues or Issue Description

Refs #17608
Refs #9627

**What happened?**

An open task in a busy company sent the same reads again and again. In
one 17-second visit, the UI requested `issues/summaries` 22 times, the
task live runs 11 times, the task browsers 6 times, and the company
agent list 6 times. The company live runs and the task's child lists
(`parentId`, `createdFromIssueId`, `descendantOf`) were requested 2 to 3
times each.

**Expected behavior**

A busy company must not make an open task refetch company-wide lists on
every event batch. While the live connection is open, the UI must use
events, not fixed fast intervals, for task runs and browsers. The UI
must keep its polling fallback when the connection is closed.

**Steps to reproduce**

1. Open a task in a company where other agents run work.
2. Keep the task open for 17 seconds.
3. Count the API requests in the browser network panel.

**Paperclip version or commit**

Based on master at bd30ef8510.

## What Changed

- `ui/src/lib/query-invalidation-batcher.ts`: Add a minimum spacing
option to the invalidation batcher. A quiet lane flushes after the
normal batch interval. A busy lane flushes at most once per spacing
window. Add `createLaneRoutingBatcher`, which sends each invalidation to
one of two batchers by query key.
- `ui/src/context/LiveUpdatesProvider.tsx`: Route company-wide keys to a
5-second ambient lane. These keys are task lists and summaries, the
agent list, heartbeats, company live runs, sidebar badges, the
dashboard, costs and the company activity feed. All other keys, such as
task detail, comments, task runs and browsers, keep the 300 ms lane.
- `ui/src/lib/live-runs-cache.ts`: While the company connection is open,
a successful active run list or active run polls every 15 seconds
instead of every 1 or 3 seconds. Run lifecycle events already refresh
these queries, and progress events patch them.
- `ui/src/hooks/useTaskBrowsers.ts`: While the company connection is
open, stop browser polling when no browser can change state. Keep the
3-second poll for a starting, running, idle or stopping browser, and
when the connection is closed. The two callers pass the task's company.
Socket open and reconnect already reconcile this active query.
- `ui/src/lib/task-browsers-refresh.ts` and `LiveUpdatesProvider.tsx`:
On `browser.*` activity for a task, refresh that task's browser list. If
a read is in flight, one shared follow-up read runs after it settles, so
an older empty result cannot stop polling. Two views of the same task
share that follow-up. A list that no view observes becomes stale, so a
returning view reads it. When the connection opens or resyncs, each
browser list with a read in flight also gets one follow-up read, because
missed activity is not replayed.
- `doc/DATABASE.md`: Document the ambient lane and the new polling
contract.
- Tests: Add a fan-out test that replays a busy-company event stream for
17 seconds against an open task, plus unit tests for spacing, lane
routing, key classification, the run interval and the browser interval.
Update the recovery test for the connected active-run interval.

## Verification

Request count over a fixed 17-second open window
(`ui/src/context/LiveUpdatesProvider.fanout.test.ts`). The test mounts
the reads that an open, running task keeps active. It replays a busy
company: one run status event every second and one task activity event
every 0.7 seconds, none for the open task. Fake timers make each run
deterministic, so the spread is zero. The baseline used the same test
with master's batcher, run interval and browser interval.

| Read | Before | After |
| --- | ---: | ---: |
| Task summaries (sidebar) | 24 | 5 |
| Company agent list | 17 | 5 |
| Company live runs | 17 | 5 |
| Child list: parent | 24 | 5 |
| Child list: created from | 24 | 5 |
| Child list: descendants | 24 | 5 |
| Task live runs | 18 | 2 |
| Task browsers | 6 | 1 |
| **Total** | **154** | **33** |

The baseline numbers match the staging capture well (summaries 22,
browsers 6).

- `pnpm exec vitest run src/context/LiveUpdatesProvider*.test.*
src/lib/live-runs-cache.test.ts
src/lib/query-invalidation-batcher.test.ts
src/hooks/useTaskBrowsers.test.ts src/lib/task-browsers-refresh.test.ts
src/hooks/useTaskPluginPanels.test.tsx
src/components/task-side-panel/TaskSidePanel.test.tsx
src/pages/IssueDetail.test.tsx` (in `ui/`): all pass.
- `pnpm exec tsc --noEmit -p ui`: no errors in `ui/src`.
- `pnpm check:token-gates`: clean.
- Tests also prove these cases:
- With the connection closed, task runs still poll every second and
browsers every 3 seconds.
- With a quiet company, one event refreshes the summaries and child
lists after one normal batch.
- `browser.started` on the open task refreshes its browsers. The same
event on another task does not.
- A browser that starts during a slow empty read appears after that read
settles (`ui/src/lib/task-browsers-refresh.test.ts`). This test fails
when the refresh joins the older read.
- Two views and repeated events during one read cause one follow-up
read. This test fails without the shared queue.
- A list cached while the task was closed is read again when a view
returns.
- A connection that opens during an older empty browser read causes one
more read, so a browser that started while the socket was closed
appears. This test fails without the follow-up.
- Task detail, comments, task runs, browsers, attention and another
company's keys stay on the fast lane.
  - An unrecognized active result keeps the fallback interval.

This is a local request-count proof. It does not include a timed browser
journey on a deployed instance.

## Risks

- Company-wide lists refresh at most once every 5 seconds from live
events, so they can be up to 5 seconds late. After 5 quiet seconds, an
event refreshes them in about 300 ms. Own mutations invalidate their
queries directly, so they do not wait.
- An active task run refreshes from events. Fields without an event,
such as output silence, can be up to 15 seconds late while the
connection is open. Reconnect still reconciles missed events.
- A browser that appears without activity is not shown until the next
activity or reconnect. Every browser lifecycle step logs activity on the
task, so this case is not expected.
- No server, schema or API change.

## Model Used

- Claude Opus 5.5 (`claude-opus-5-5`), Anthropic, with tool use and code
execution in Claude Code.

## 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

🤖 Generated with [Claude Code](https://claude.com/claude-code)

---------

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-11-10 11:01:53 -06:00
a3313f6944 fix(ui): complete read recovery and enforce query error rendering (#18822)
## Thinking Path

> - Paperclip lets people manage agent work through the board.
> - The board reads task, agent, settings, plugin, and run data from the
server.
> - A deploy can interrupt those reads after content is already visible.
> - Local error branches can replace that content with an error or show
raw codes.
> - This pull request moves the remaining reads to the shared recovery
behavior.
> - The query-error guard prevents new local error patterns from
returning.

## Linked Issues or Issue Description

**What happened?**
Loaded lists, settings, task panels, and manual reads could clear their
content or show errors during a server restart. Some reads also disabled
the shared retry policy.

**Expected behavior**
Keep loaded content during a temporary failure. Show the shared
connection banner. Retry reads after recovery. Replace content after a
real access denial or missing resource, with readable copy.

**Steps to reproduce**
Open a task, settings page, or run log. Return 503 with
`tenant_app_unavailable` from the API. Restore the API and check that
content refreshes. Repeat with 403 and 404 to check the failure state.

Related merged work: Refs #15754, Refs #15772, Refs #17960. This change
covers remaining reads and enforcement. Browser persistence and the
outage browser suite follow separately.

## What Changed

- Repair an existing PostgreSQL deadline fixture at UTC boundaries. A
daily cap defers a heartbeat until both its original interval and the
next UTC day allow it. Keep the counted run in its seeded day and cover
noon, just before midnight and the first second after midnight with
explicit clocks and real PostgreSQL. Production scheduling is unchanged.

- Integrate the saved list, settings, shell, task, and manual-read
recovery changes against current master. Preserve the current task,
Inbox, and run-log structure.
- Add `useResilientFetch` for component-local reads. Preserve loaded
data, cancel stale requests, and retry through the shared connectivity
policy. Keep browser and pairing capabilities in memory.
- Retain run log chunks across stream changes and catch up after
recovery without duplicate chunks or stalled requests.
- Keep genuine authorization and missing-resource failures visible.
Translate known single-word codes such as `forbidden`. Show known skills
and disconnected-app failures before sibling loading states. Keep Retry
bound to its failed request.
- Make the query-error guard enforce by default and run it in the CI
policy job. Document the narrow exceptions and the read recovery
contract.
- Invalidate pending OAuth discovery when the operator leaves setup or
its context changes. Keep reserved-popup cleanup bound to the current
attempt.

## Verification

- Current read head `09d1db29dea` is merge-ready: all 59 check runs are
completed (54 successful, three skipped, two neutral), the legacy Snyk
status is successful, and both required `ci / verify` and `ci / e2e`
gates pass. Greptile Apex reviewed this exact head at 5/5 with no
unresolved threads; the branch has no merge conflicts. The current CI
run is `41748339602`.
- Current read head `09d1db29dea` includes master `683fa4725e9`. The
latest change touches only the existing server deadline test fixture.
Application source remains the previously verified `86376fa751e`
revision: all 60 affected skills/disconnected-app tests and both
application UI typechecks passed, along with token gates and the
enforcing query-error guard. Those UI suites were not repeated for this
test-only repair.
- The fixture repair passes all seven deadline integration cases and the
complete server typecheck, including the server test layer. The old
assertion deterministically fails at 23:59:06.888 UTC; its
one-second-old run also fails the first-second-of-day probe. The
corrected fixture passes noon and both midnight probes. The permanent
three-case coverage uses seeded 2099 clocks.
- Twelve new regressions fail against the previous implementation. Both
skills variants and disconnected-app pages show either request's 403 or
429 while the sibling pauses or remains fetching. Permission failures
stay visible. Retry stays usable for its failed request and recovers
independently. An initial test-fixture query-key typo was corrected
before the passing run. The finding is replied to and resolved. Greptile
reviewed prior application revision `86376fa751e` at 5/5 with no new
actionable findings or unresolved threads. The current test-only head
has now received its own Apex 5/5 review with no unresolved threads, and
its CI is successful as recorded above.
- The preceding OAuth fix passed all 237 setup tests on both application
branches. Its ten regressions prove that Back, Cancel, unmount, or
context changes retire initial discovery without creating a connection,
caching old identities, navigating an abandoned popup, or closing a
newer attempt.
- Earlier master integration `e992f770339` passed all 309 tests across
eight affected Slack, recovery, retry, submission and task files, plus
UI typecheck, token gates, enforcing query-error scan and seven guard
tests. The integration preserves Slack workspace reconnect and shared
recovery, readable execution errors, source-inspection company scoping,
and current submission behavior. Newly inherited retained-file recovery
controls keep cached data through transient failures and hide it after
definitive denial.
- The preceding cache head `97c0bc3966f` passed 1,038 focused
cache/write/editor/account/task/API tests. All 22 built-UI
outage/write/loading cases passed in 4.7 minutes on exact browser head
`b7deaaee5da`, with strict checking of all three specs. The latest
skills/app rendering fix is covered by its affected component suites;
those broader cases were not repeated for this separate read path.
- Historical broader UI, CLI and build results and unresolved aggregate
server/DB/adapter failures remain in the PR discussion. Interrupted CI
runs were audited and recorded separately; they are not counted as
passes. Controlled local outages do not prove hosted authentication or a
real Cloud restart/deploy. Real hosted acceptance remains required after
merge and deployment.

Commands for the latest fix:

```sh
pnpm --filter @paperclipai/ui exec vitest run src/pages/CompanySkills.test.tsx src/pages/apps/AppNotConnected.test.tsx
pnpm --filter @paperclipai/ui typecheck
pnpm check:token-gates
node scripts/check-query-error-rendering.mjs --enforce --summary
```

## Risks

This migration touches many read surfaces. The main risks are initial
loading, request cancellation, retained authorization state, and run-log
paging. The tests cover those states. There are no server, schema,
dependency, or API contract changes. The follow-up browser suite and
hosted deploy acceptance are required before release acceptance.

Recovered commits retain their original authors. If squash-merging,
preserve `Co-Authored-By: Bender (Fable) <bender@agents.paperclip.ing>`
and the Paperclip trailer.

## Model Used

OpenAI `gpt-6.1-sol` through Codex, with xhigh reasoning effort, tool
use, and code execution. The context window size is not exposed. Saved
source commits keep their original authorship.

## 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 described the issue in-PR following the bug report template
- [x] I have not referenced internal/instance-local Paperclip issues or
links
- [x] My branch name describes the change and contains no internal
ticket id
- [x] The affected local tests pass; broader limitations are recorded
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 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: devinfoley <139239+devinfoley@users.noreply.github.com>
Co-authored-by: Paperclip <noreply@paperclip.ing>
Co-authored-by: Bender (Fable) <bender@agents.paperclip.ing>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-11-04 14:07:18 -08:00
Devin FoleyandPaperclip 858094ba81 Fix browser polling for unsaved agent chats (#15298)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Agent Chat uses the shared task surface and browser panel.
> - An unsaved chat has a temporary ID instead of a stored task UUID.
> - The browser poll sent that ID to a PostgreSQL UUID query and
returned a server error.
> - This pull request waits for a saved task and validates task IDs
before the query.
> - Saved chats keep their browser tools and access checks.

## Linked Issues or Issue Description

Refs #14331. That report describes the same draft-ID problem in email
requests. This change covers the browser routes; it does not change
email behavior.

Opening an unsaved Agent Chat sends `chat:<agent-id>` to
`/issues/:issueId/browsers` every three seconds. PostgreSQL rejects this
as a task UUID. The draft is only a UI view model. The first send or
upload creates its stored task.

## What Changed

- Disable browser polling for unsaved chat IDs. Resume polling when the
chat has a task UUID.
- Return the existing task-not-found response for malformed task IDs
before database access. Keep board authentication first and company and
credential checks unchanged.
- Test all six task browser routes, draft-to-saved polling, normal
tasks, saved chats, and denied access. Keep canonical UUID v4, v7, and
nil values queryable.
- Document the draft and saved-chat browser contract.

## Verification

- `pnpm install --frozen-lockfile` passed with pnpm 9.15.4 and Node
24.21.0.
- `pnpm exec vitest run
server/src/__tests__/browser-use-route-scope.test.ts
server/src/__tests__/browser-use-connection.test.ts` passed all 35
tests.
- `pnpm exec vitest run ui/src/hooks/useTaskBrowsers.test.ts` passed all
5 tests.
- Independent review passed 14 hook and route tests plus both real task
and saved-chat authorization cases.
- `pnpm check:token-gates` and `git diff --check` passed.
- Full workspace `pnpm -r typecheck` and `pnpm build` passed.
- Full Linux CI passed on `dafff44a32`: 53 successful checks and two
intentional Storybook skips. This includes all general and serialized
test groups, UI and browser tests, typecheck, build, and the canary dry
run. No CI retries were needed.
- The full local `TMPDIR=/private/tmp pnpm test:run` started but did not
complete. It was stopped after full Linux CI passed. Before the stop,
three company-skills cache cases failed on macOS. A focused rerun
reproduced all three as `EACCES` while renaming immutable cache staging
directories. The test, company-skills service, and runtime cache files
are byte-identical to the baseline previously reproduced on `e99854249c`
for #15291. Other local groups were not reached; the full Linux CI run
provides aggregate coverage.
- Greptile scored the exact head `dafff44a32` 5/5 with no findings or
unresolved review threads.

## Risks

- Malformed task IDs now return 404 instead of reaching PostgreSQL and
returning 500. The route does not map draft IDs to agents or tasks.
- No schema, browser provider, task creation, or authorization policy
changes.

## Model Used

OpenAI GPT-6 through Codex, with reasoning, repository editing, code
execution, and independent agent review. The exact deployment model ID
and context window are not exposed in this session.

## 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 references)
- [x] My branch name describes the change and contains no internal
Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass (focused suites; full local
run limitations are reported 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
- [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>
2026-10-05 19:41:52 -07:00
DottaandPaperclip d72389bee2 feat: add Browser Use Cloud connector and live task browsers (#14627)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - The Apps gateway gives agents governed access to external tools.
> - Browser Use Cloud can run browser work, but a tool result alone does
not let a person watch or take over.
> - A task needs a durable browser session, a visible viewer, and
recorded costs.
> - This pull request adds a Browser Use Cloud v4 connection and
interactive browser tabs on tasks.
> - People can follow the work, interact with the page, and retain the
browser after the agent finishes.

## Linked Issues or Issue Description

**Problem or motivation**

Agents need governed access to Browser Use Cloud. People need to see and
interact with the same browser from the task. A browser must remain
available after a run finishes and appear at the correct point in the
task feed.

**Proposed solution**

Add a native REST connection for the v4 API. Bind each session to its
company, task, agent, and credential grant. Open its interactive viewer
in the task side panel. Record provider costs as financial events. Use
`browser-use-cloud` as the app and connector key. Keep its skill with
the connector and deliver it only with authorized connection tools.

**Alternatives considered**

A v3 MCP connection would expose tools without the v4 lifecycle
integration. An external viewer link would leave the task. A fixed
viewer size would prevent pages from responding to changes in the task
pane.

**Roadmap alignment**

This extends the governed Apps gateway and Connected Apps roadmap. It
uses the existing task, grant, secret, approval, and financial records.
The work was requested by the maintainer. A search found no duplicate
Browser Use connector PR or issue.

## What Changed

- Add the Browser Use Cloud app, brand asset, API-key connection, and
profile settings under the `browser-use-cloud` key.
- Bundle the `browser-use-cloud` skill with the connector. Keep it out
of global `skills/` discovery. Deliver it only with authorized task/run
connection tools. Remove retired connector skill keys from runtime
overlays and preserve unrelated browser skills.
- Expose seven v4 tools through the governed gateway and deliver them to
native and CLI agents.
- Persist sessions, browsers, runs, event and recovery cursors, shutdown
leases, and cumulative cost accounting. Recover uncertain paid starts
without replaying them.
- Enforce task ownership, credential grants, approvals, revoked access,
and budget limits.
- Add interactive task browser tabs and compact chronological feed
entries. Retain the viewer across tab switches and keep visible idle
browsers open.
- Add debounced automatic viewport fitting, standard size presets, and a
viewer ownership lease.
- Add lifecycle, authorization, accounting, viewport, UI, and Storybook
coverage.
- Add an idempotent database migration after the current master
migration. Preserve deployed migration hashes. Migrate pre-release Cloud
connection and financial keys without replacing grants, credentials, or
browser history.
- Document provider behavior, live acceptance results, and the lack of
documented passkey forwarding.

## Verification

- Full workspace typecheck and production build pass on the updated
branch.
- Token gates, brand asset validation, module boundaries, and migration
ordering pass.
- Cloud tests verify global skill exclusion, authorized task/run
delivery, unassigned agents, disabled connections, revocation, adapter
isolation, and secret exclusion. The existing AgentMail connector
assignment test also passes.
- Migration replay runs twice against existing browser work and
financial records. It preserves the records and avoids duplicate costs.
- The focused provider, app catalog, OpenAPI, connection gateway, and
migration regression suites pass. Recovery coverage includes lost
replies, process crashes, provider rejection, and browser arrival
acknowledgement.
- All 54 checks pass on `2974b5f03641ad0cea3c941d8c02579316fa8c92`,
including the full test matrix, browser E2E shards, build, typecheck,
security, and release canary. Two optional Storybook jobs are skipped.
- Greptile is 5/5 on the same commit, with zero unresolved review
threads. The corrected review uses the actual master-to-head diff.
- The local `pnpm test:run` started and was stopped after the full CI
matrix passed. It did not complete locally; the full-suite result above
comes from CI.
- Earlier live acceptance used an isolated company with a capped
provider credential. The agent opened paperclip.ing, the embedded viewer
accepted navigation, and the same browser stayed available after
completion and tab switches.
- The local Storybook build passes. Stories cover the panel, footer,
feed entries, settings, lifecycle failures, and viewport modes with an
offline viewer fixture.

## Risks

- Browser Use charges for hosted work. Provider caps and local budget
checks reduce exposure; reported costs can arrive after work completes.
- Viewer and CDP URLs grant access to the browser. The server validates
and restricts them. They are excluded from agent results and durable
event data.
- Runtime resizing of v4 agent browsers uses a provider option confirmed
by live testing but absent from its published agent schema. Resizing
during a click may invalidate coordinates. Fixed presets remain
available.
- Viewport ownership is process-local and resets on restart. The
lifecycle and accounting records remain in the database.
- The original intermittent embedded-viewer stall has not been fully
diagnosed. A bounded reconnect and active-session recovery cover the
observed failure paths.
- Live tests did not cover every revocation, approval, rate-limit, or
restart case. Deterministic integration tests cover those paths. Passkey
forwarding is not claimed.
- Unknown create outcomes keep the credential available for cleanup.
Run-list absence cannot prove a paid POST was rejected, so recovery
stays pending until it can identify provider work.

## Model Used

OpenAI Codex, GPT-6. Used reasoning, repository search, code execution,
browser interaction, and test tools. The exact serving model ID and
context-window size were not exposed in this session.

## 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>
2026-09-30 07:13:16 -05:00