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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> |
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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> |
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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> |
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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> |