Commit Graph
4 Commits
Author SHA1 Message Date
DottaandPaperclip 505e1a5582 feat(cases): add persistent workflows with same-task agent handoffs (#16959)
## Thinking Path

> - Paperclip manages AI agents and their work.
> - An agent workflow needs persistent facts and a safe way to transfer
work.
> - Creating a task for each phase splits the objective, discussion,
workspace, and review policy.
> - A case can retain the facts while one primary task moves between
agents.
> - Transfers must survive process failure and preserve private access,
budgets, and completion gates.
> - This pull request adds durable case handoffs, native case tools, and
read-only case pages.
> - Prompts describe the workflow. Existing task controls decide when
work can run and finish.

## Linked Issues or Issue Description

**Problem or motivation**

Prompt-driven agent teams need a persistent record that can move through
triage, implementation, verification, and correction. Ordinary
reassignment does not provide a durable instruction, safe release
barrier, or recoverable delivery receipt for an agent handing off its
own running task.

**Proposed solution**

Extend standalone cases with one primary task, a descriptive phase,
retained access sources, and a handoff ledger. Apply assignments after
source execution and workspace settlement. Deliver each transfer through
the existing durable wake queue. Provide `create_case`, `read_case`,
`update_case`, and `handoff_case` in the native runner. Creation
requires kickoff and explicit workflow text. An explicit handoff to
`done` closes the case when normal task completion is accepted.

**Alternatives considered**

Do not add a workflow engine, filesystem queue, configured state graph,
or one task per phase. The workflow document combines transition prose
with an optional Mermaid `stateDiagram-v2` map. The server does not
execute the diagram. The Pipelines experiment removed on master stays
removed.

**Roadmap alignment**

This extends Agent Reviews and Approvals, Enforced Outcomes, Bounded Run
Recovery, and Activity Log attribution. Existing approval, review,
budget, privacy, workspace, and responsible-user rules remain
authoritative.

Related work: [ordinary handoff wake
recovery](https://github.com/paperclipai/paperclip/pull/15019). This
feature adds a separate persisted case-handoff receipt and release
barrier.

## What Changed

- Add case routing fields, retained access sources, durable handoff
history, delivery leases, and replay-safe migrations.
- Keep the same primary task across agent phases. Preserve each
returning agent's own session and the task's workspace.
- Fence outgoing mutations, wait for provider and workspace release, and
recover delivery without duplicate task comments or runs. Recheck
current assignment permissions as the original caller before applying a
delayed transfer. Scope a run Stop to that run’s own handoff intents, so
repeated old Stop requests preserve newer work. Cancelling terminal
intent without a source run also requires fenced current task ownership,
including native retries and preparation with an old checkout. For Cloud
callers, revalidate current stack membership with an uncached Cloud RPC
and derive owner elevation from the current managed setting.
- Keep case reads, documents, assets, Audit, and live events inside
retained task/project permissions.
- Add native case creation/read/update/handoff tools. Store required
workflow text and initial documents on the first task. Page oversized
case facts and referenced document bodies through the dedicated tool
with bounded UTF-8 JSON, current routing versions, snapshot conflicts,
and current source authorization on every page.
- Add read-only case lists and detail pages, task-style list controls,
compact dotted field tables, linked handoff tasks, and case filters in
Audit.
- Add native/legacy integration tests, migration/restart tests, browser
coverage, and bounded live receipt fixtures. Extend the trusted sandbox
condition to cover the new subscription fixture profile.
- Hide obsolete paused-agent warnings on completed or cancelled task
threads.
- Synchronize the company-switch settings test with React effects after
a CI failure. Preserve its security assertions and production remount
behavior.

## Verification

The branch directly includes master `9ef434fe79`. The required `ci /
verify` and `ci / e2e` gates pass on head `765fccd67c`. [Current-head
CI](https://github.com/paperclipai/paperclip/actions/runs/39464348614)
passes typecheck, build, tests, and all eight browser shards. Security
checks pass. [Greptile gives this exact head
5/5](https://github.com/paperclipai/paperclip/pull/16959#issuecomment-6291156549),
with no unresolved review threads. The optional Paperclip Review check
remains queued because its assigned agent is paused. It is not a
required branch check. No check result was overridden.

Local workspace typecheck and build pass after the master merge, along
with database migration checks, token gates, map checks, Storybook
catalog checks, and the Copilot profile identity check. Standard builds
refresh Runner vendor output. Focused checks pass 2,008
API/paging/context tests and 7 strict case protocol tests. The final
commit changes one test fixture only; its ten tests, UI typecheck, and
token gates pass. No production source changed in that commit.

On current head `765fccd67c`, all **194 critical workflow tests**
executed and passed with no skipped tests in those files:

- 38 Stop/ownership tests, including board completion intent, native
retries, stale Stop, and preparation with an old checkout.
- 2 actual legacy process/HTTP handoff tests, including scratch failure,
a closed-stdio child that continues writing, and recovery through a
fresh worker after the process group stops.
- 5 migration tests, including SQL column metadata, preserved null
authority context, and all six prior-numbering receipts.
- 3 process-settlement and 5 scratch tests.
- 88 handoff-service, 18 heartbeat handoff, and 21 native case-tool
integration tests.
- 7 bounded case/document-read projection tests and 7 strict
protocol-contract tests.

The current CI checkout was `fed65d49`, merging `765fccd67c` into master
`9ef434fe79`. Its new document regressions reconstruct exact
Unicode/escaped bodies and revisions through real native authority and
authenticated HTTP with generic API tools disabled. They cover
case-owned, primary-task, and linked-task documents; routing on every
page; stale document snapshots; access loss and unlinking;
unrelated/foreign/private sources; system documents; and quarantined
content. Active-task document tools retain their existing behavior.
These are current-head test results from the first CI attempt; the
browser-only retry did not rerun these suites.

The full `64fdd3403f` CI failed one separate settings test: after a
company switch, it observed an unsettled API-key draft. The production
component and test were unchanged from prior green source. Production
switches remount both keyed settings layers; the test directly reused an
unkeyed view and used a timer tick instead of waiting for React effects.
The final commit replaces that fixture synchronization with React `act`.
The exact secret-clearing assertions and all timeouts remain unchanged.
The original assertion failure remains recorded; no unchanged retry was
used. The narrow unchanged baseline and fixed fixture each pass 10
tests.

The upstream result-paging merge preserves case capture namespaces and
current asset privacy. Its API integration suite executed 39 of 41 tests
successfully, with two skipped; the optional assigned-result PRP
integration test was skipped. Neither skipped suite is counted in the
194 critical tests or as live provider proof.

All 361 upstream migration entries and SQL bodies remain unchanged. Six
case migrations follow master as 0363–0368 with identical SQL hashes.
Official Drizzle generators produced the combined metadata and five
retained snapshots. Generation reports no schema changes, and the
snapshot drift test passes. The earlier `ce361ae5d0` CI passed on
attempt 1, including its then-current 179 critical tests. Fresh review
later identified unusable document references with generic API tools
disabled; the bounded document reads and ten additional authenticated
HTTP tests address that finding.

The full local `pnpm test:run` attempt was cancelled after this Mac
exhausted PostgreSQL semaphore capacity; it is **not** counted as a
pass. Later database attempts also stopped before assertions or skipped,
including one sandbox socket denial. Two original stale-Stop regressions
did reproduce the bug against the old source. A REST serialization
assertion passed after two preserved database-startup failures. No test
timeout was increased. All 194 assertions listed above executed and
passed in current-head CI. The complete 385-file, 3,963-test UI shard
also passed after the fixture repair.

A configured-provider receipt workflow passed 13 backend checks across
triage → implementation → verification → correction → done, using one
task and four work runs. The saved receipt is revision 2 with total 6
USD; case and task both closed. The original canonical attempt remains
failed because its browser assertion confused the terminal destination
with completed-task tooltips. The corrected full browser verifier passed
on the same retained database and original runs, with no additional
provider calls. The last clean-build browser readback is on
`6a86c54a53`; later changes affect recovery, authorization, bounded
reads, and settlement. Accounted work cost is a $1.010574 rate-card
estimate; provider billing and setup-probe usage are unavailable.

Copilot profile 49 passed the unchanged seven-fixture private protocol
pack (46/46 checks, no retries) and the product file-edit canary after
master's completion-replay change. All 60 bound implementation hashes
remain unchanged on the current source. Historical profile-47/48
identities and results remain intact. See the [profile-49 compatibility
record](https://github.com/paperclipai/paperclip/blob/codex/persistent-case-handoffs/doc/plans/2026-10-20-copilot-completion-recovery-compatibility-v49.json).
This is bounded compatibility evidence, not a fresh full matrix,
installed-package product test, or Daytona rollout.

Preserved CI failures and retries:

- On `20662930ac`, Slack managed setup failed a five-second success
assertion after reload. Its test/application path was unchanged from a
prior green head. One unchanged-source retry passed all 25 tests in that
shard; no source or timeout changed.
- On `9402b4f17a`, two CI workers received shutdown signals at 15:24:19
UTC. Neither log had an assertion failure before interruption. One
unchanged-source retry of each passed all Runner static checks and all
32 tests in browser shard 6; both aggregates passed. The next head,
`7b4374edaf`, passed all CI without retries.
- On `295f289b5a`, serialized shard 9 timed out during its first
device-login test, then the next test found an active login lease.
Direct login/test paths were unchanged from a prior green head. Cold
import plus a timed-out async body using the next test's mutable
actor/store is the supported fixture-race explanation; no request trace
proves that sequence. The original failure remains recorded. One
unchanged-source retry passed all 294 tests in 19 files, including all
41 device-login tests. No login source or timeout changed. The
subsequent `ce361ae5d0` CI passed without retries.
- On `64fdd3403f`, one company-switch settings assertion observed an
unsettled draft. The final test-only commit uses React `act` without
changing assertions, timeouts, or production code. On `765fccd67c`, all
ten settings tests and the complete 385-file, 3,963-test UI shard
passed.
- On `765fccd67c`, browser shard 3 completed the split-handoff
assertions, then cleanup received HTTP 500 from run cancellation after a
one-second PostgreSQL row-lock timeout. The extra chat run was reporting
completed work while teardown began. Cleanup stopped before restoring a
global experiment flag, causing a later assertion to fail. Relevant
production and test paths are unchanged from an earlier green commit.
Stop's lock order is consistent, and no nested self-lock was found; the
exact PostgreSQL blocker was not recorded. One unchanged-shard retry
passed. The original failure, trace, and downstream flag failure remain
recorded. No Stop implementation, cleanup assertion, or timeout changed.
The retry supports intermittent cleanup contention; it does not identify
the original blocking transaction.


## Risks

- Local process transfers require host-owned PID/group absence. Missing
or uncertain termination evidence keeps delivery pending, independently
of scratch setup.
- Handoff admission and task cancellation share execution ownership. New
regression tests cover temporary holds, late source writes, and
uncertain provider termination.
- Retained private sources use an intersection of existing permissions.
This intentionally fails closed when a source is missing or an existing
task cannot preserve that boundary.
- Migrations add tables and indexes. They preserve master history and
can replay over prior feature installs. Migration 0368 adds nullable
internal authorization provenance with no default or authority backfill.
Historical transfers still awaiting release without this context fail
closed; an operator must cancel them and request a new handoff.
- Delayed Cloud handoffs depend on the current Cloud membership RPC. An
unavailable, ambiguous, expired, or mismatched response holds the
handoff for retry; it does not reuse cached authority or grant access.
- Bounded reads reload and reauthorize the selected projection per page.
Underlying work grows with the data size and number of pages. Changed
data or routing requires restarting from offset zero without the old
snapshot.
- Phase names and workflow diagrams remain advisory. They do not satisfy
review or approval gates.
- This is a large, cross-cutting PR. The maintainer requested one PR for
the whole feature; the commits separate data, runtime, UI, and
qualification work.

## Model Used

OpenAI Codex, GPT-6 family, with tool use, code execution, and delegated
code review. The exact deployment model ID and context-window size were
not exposed in the session. Live fixture agents used the explicitly
configured provider model recorded in their test evidence.

## 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>
2026-10-20 12:46:14 -05:00
DottaandPaperclip 27622c156a fix(ui): recover expired Cloud tenant sessions (#12826)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Paperclip Cloud serves each tenant through a browser session and an
HttpOnly cookie.
> - A parked tenant tab can outlive that tenant session.
> - The active SPA then receives a tenant-session 401 from its API calls
and shows the internal error code.
> - A page reload already enters the secure Cloud document and OIDC
handoff and keeps the requested tenant route.
> - This pull request detects only the two Cloud tenant-session 401
codes and starts that existing handoff once.
> - The benefit is that an expired tenant session recovers without
exposing tokens or showing temporary API errors.

## Linked Issues or Issue Description

**What happened?**

A Paperclip Cloud tenant tab can stay open after its HttpOnly tenant
session expires. The next API request returns `401
tenant_session_required` or `401 tenant_session_invalid`. The SPA shows
the internal error code in the full page or in sidebar data consumers. A
manual page refresh clears the error.

**Expected behavior**

The tenant tab must enter the existing Cloud session handoff when an API
request reports an expired tenant session. The handoff must keep the
current route and query. The UI must not show the internal
tenant-session error code.

**Steps to reproduce**

1. Open a Paperclip Cloud tenant route.
2. Keep the SPA open until the tenant session expires.
3. Let the page make an API request.
4. Observe the tenant-session 401 in the page or sidebar.
5. Refresh the page and observe that the existing Cloud handoff restores
the session.

**Paperclip version or commit**

The problem reproduces on `master` at commit `b5f862376`.

**Deployment mode**

Paperclip Cloud tenant deployment.

## What Changed

- Added one tenant-session recovery coordinator for exact top-level
Cloud error codes.
- Reloaded the top-level document once and shared one pending promise
across concurrent failures.
- Applied recovery before normal error handling in the shared API
client, auth API, and health API.
- Applied the same recovery to direct audit CSV exports and provider
trace downloads.
- Preserved ordinary self-hosted 401 behavior and avoided automatic
mutation replay.
- Added tests for exact detection, concurrent failures, auth-session
behavior, health bootstrap, and direct-fetch behavior.

## Verification

- `pnpm exec vitest run --config vitest.config.ts
src/lib/tenant-session-recovery.test.ts src/api/client.test.ts
src/api/auth.test.ts src/api/health.test.ts src/api/heartbeats.test.ts
src/api/audit.test.ts` from `ui/` — 30 tests passed.
- `pnpm --filter @paperclipai/ui typecheck` — passed.
- `pnpm check:token-gates` — passed.
- `pnpm -r typecheck` — passed.
- `pnpm build` — passed.
- `pnpm test:run` — the changed UI tests passed, but the full local
macOS run also hit existing failures in untouched server worktree and
temporary-path tests.
- GitHub verification — 30 checks passed, no checks failed, and the
Storybook job was intentionally skipped because this PR has no visual
changes.
- Greptile — 5/5 on `fbba29a2f`, with no open findings.

## Risks

- Low risk. Detection requires HTTP 401 and one exact top-level Cloud
error code.
- The recovery promise intentionally stays pending because document
navigation replaces the active SPA.
- If the Paperclip ID session has also expired, the existing Cloud
sign-in flow remains authoritative.
- This change does not modify APIs, cookies, token lifetimes, database
state, or Cloud server code.

> 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 Codex. The agent runtime identifies the model as GPT-5.
The context-window size is not exposed. Reasoning, repository editing,
shell execution, test execution, and GitHub CLI tool use were 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
- [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>
2026-09-04 07:29:14 -05:00
DottaandPaperclip 68ddd6a7a0 feat(activity): add two-tier all-actors audit feed (#10831)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work
> - Operators need one activity feed for human, agent, plugin, and
system changes
> - The existing audit endpoint returns only rows that have agent
attribution
> - The full audit view also requires a dedicated permission
> - This pull request adds an explicit all-actors scope with basic and
privileged access tiers
> - The benefit is that company members can inspect the shared activity
history while sensitive attribution and export controls stay protected

## Linked Issues or Issue Description

**What existing behavior does this improve?**

The company audit activity endpoint and the board audit route.

**Subsystem affected**

Server REST API and board UI routing/API contracts.

**Current behavior**

The agent-action audit endpoint excludes activity without an agent ID.
It also rejects company members who do not have the full audit
permission.

**Proposed behavior**

Callers can opt into `actorScope=all`. A company member receives all
actor kinds with sensitive attribution fields removed. A permitted board
user receives complete rows and can use attribution filters. The default
scope and CSV permission remain unchanged.

**Reason and benefit**

The board needs one chronological activity source for user, agent,
plugin, and system actions. A two-tier response keeps the feed useful
without widening access to detailed attribution or export capabilities.

**Breaking changes**

None. The endpoint keeps the existing agent-only scope and permission
behavior by default.

## What Changed

- Added `actorScope=all` to the unified audit query and included
activity from every actor type.
- Added a company-readable basic tier that removes run,
responsible-user, agent, and details attribution.
- Kept attribution filters and CSV export behind
`audit:view_agent_actions`.
- Added route and integration coverage for basic readers, permitted
readers, pagination, filter denial, and all actor kinds.
- Added the missing unprefixed `/audit` redirect and company route
classification.

## Verification

- `pnpm exec vitest run server/src/__tests__/activity-routes.test.ts
server/src/__tests__/agent-action-audit-routes.test.ts
ui/src/lib/company-routes.test.ts --reporter=verbose` (35 tests passed)
- `pnpm -r typecheck`
- `pnpm test:run`
- `pnpm build`

## Risks

- The all-actors query can return more rows than the legacy agent-only
query. Cursor pagination and existing limits bound each request.
- The basic tier intentionally exposes action and actor-kind context. It
removes detailed run, agent, responsible-user, and details attribution.
- The legacy endpoint behavior remains the default, which reduces
compatibility risk.

> The roadmap marks activity log and action attribution as shipped. This
change improves that existing capability and does not introduce a
separate workflow system.

## Model Used

- OpenAI Codex, `gpt-5.6-sol`, 114K context, agentic reasoning with tool
use and code execution.

## 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>
2026-08-04 23:07:38 -05:00
71231dfa38 feat(audit): agent audit UI — company page + per-agent tab (#9744)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work
> - Operators need an audit record of agent actions across tasks,
comments, documents, approvals, and runs
> - The permission-gated audit read API provides that record, but
operators cannot inspect it in the product
> - A readable UI must preserve company boundaries, server-side
permission decisions, and redaction
> - Audit exports must also be safe to open in spreadsheet software and
must record the export itself
> - This pull request adds company and per-agent audit views plus a
guarded CSV export
> - The benefit is a searchable, filterable, and reviewable agent action
history with direct links back to work

## Linked Issues or Issue Description

**Feature.** This change adds the frontend and CSV export for the agent
action audit log.

Refs #9731 and #9735.

- Problem: agent actions are recorded, but operators have no readable
product surface to inspect or export them.
- Solution: add a company audit page and a per-agent Audit tab that use
the permission-gated audit API.
- Alternative: build a separate plugin-only surface. This was rejected
because the existing permission model already supports a unified,
server-authoritative view.

This pull request targets the audit epic branch, which contains the
merged #9735 audit API.

## What Changed

- Added a company Audit page and sidebar entry.
- Added a per-agent Audit tab with a fixed agent filter.
- Added filters for agent, responsible user, action domain, entity type,
and date range.
- Added task and run links, responsible-user context, cursor pagination,
and readable action text.
- Added a permission-denied Enterprise card for callers without
`audit:view_agent_actions`.
- Added a CSV export that is permission-gated, capped, self-audited,
CSV-escaped, and protected against spreadsheet formula injection.
- Preserved the merged audit API cursor validation, redaction, and
sub-millisecond pagination behavior.

## Verification

- `pnpm exec vitest run ui/src/pages/audit/AuditFeed.test.tsx` — 6
passed.
- `pnpm --filter @paperclipai/server exec vitest run
src/__tests__/agent-action-audit-routes.test.ts` — 8 passed with
embedded PostgreSQL.
- `pnpm -r typecheck` — passed across all workspaces.
- `pnpm build` — passed across all workspaces.
- `pnpm test:run` — all completed shards passed except one
environment-sensitive CLI assertion caused by injected static AWS
credential variables; the exact test passes 8/8 with those variables
unset.
- Manual Chromium QA exercised the populated feed, active filters,
permission-denied card, per-agent tab, and CSV export.

## Screenshots and Manual QA

- [All audit states exercised in
Chromium](https://github.com/paperclipai/paperclip/pull/9744#issuecomment-4998997001)
- [Detailed browser report and per-agent tab root
cause](https://github.com/paperclipai/paperclip/pull/9744#issuecomment-4998771061)

The per-agent redirect defect found during QA is fixed in this branch.

## Risks

Low to moderate risk. The UI and export route are additive and use the
existing company-scoped permission gate. The main risks are large
exports and spreadsheet interpretation. The export is capped at 10,000
rows, records truncation accurately, and prefixes formula-like cells as
text. There are no schema changes or migrations.

> 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

- Anthropic Claude Opus 4.8, 1M context, extended thinking, tool use,
and code execution produced the original implementation.
- OpenAI Codex, GPT-5 (deployment ID and context window not exposed),
reasoning, tool use, code execution, browser-test orchestration, and
GitHub review tooling repaired and verified the pull request.

## 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)
- [ ] 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>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-31 19:09:13 -07:00