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a9830414c7 |
Preserve repository dependencies when importing GitHub skills (#15731)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Its Skills library imports reusable instructions from GitHub. > - Some skills depend on shared files and sibling skills outside their folders. > - Directory-only imports lose those dependencies. > - This pull request keeps repository files together and lets users select which skills appear in the library. > - Agents receive the original files and paths through the existing skill delivery system. ## Linked Issues or Issue Description Refs #14713. Related: #13656. **Current behavior** GitHub imports copy independent skill directories. Shared scripts, policies, helper skills, and credit files can be omitted. One shared-file error can block every skill. **Proposed behavior** New imports keep repository files together at the scanned commit. Show all skills with their folders and select every skill by default. Collapse individual package files. Omit unsupported or oversized files with a warning. Import available content without repair choices or an extra confirmation. Keep warnings on the saved source. **Reason and benefit** Skills can read their shared repository files after Paperclip delivers them to an agent. Original instructions stay unchanged. Users can inspect included files and understand omissions before and after import. ## What Changed - Store immutable company-scoped repository snapshots and associate them with skill versions. Regenerate the migration after merging master. - Preserve original bytes, binary encoding, and executable modes. Shared-file changes version each usable selected skill. Pinned versions retain their original files. - Deliver a discovery wrapper with the original tree under `.paperclip-repository/`. Preserve invocation policy when present. Fork and create-from-existing retain repository files. - Keep repository files together for new UI imports. Show every skill, select all by default, and collapse package files. Remove the packaging-mode menu. Keep the mobile import footer visible. - Warn about symlinks, submodules, oversized files, missing references, and invalid optional manifests. A malformed skill remains selected with a Needs setup warning. Usable skills still publish, and its original file remains repository support content. Source warnings persist through refresh. Unsafe execution and secret-disclosure findings omit the affected files before snapshot publication. - Expose saved repository files in the installed skill viewer, including binary encoding and executable flags. Reads use the immutable company-scoped snapshot; relative instruction links resolve from their original repository directory. - Audit delivered inventories and derive trust from all repository files. Accept evaluation prose while retaining dynamic-execution findings. Read blobs in one bounded Git batch and check budgets before reading support files. Imports never execute setup commands. - Add scanner, database, delivery, UI, and browser regressions. Update Storybooks, screenshots, and documentation. ## Verification - 69 focused scanner, Git snapshot, delivery, and PostgreSQL lifecycle tests passed. They cover partial imports, warning persistence, missing references, binary files, executable modes, copies, pinned versions, cancellation, company isolation, and batched Git reads. - 110 import, skill-detail, selection-tree, saved-file link, and Markdown renderer tests passed. A file-switch regression failed before the resolver fix and passed afterward. Browser walkthroughs cover the all-selected open tree, repository preview, non-blocking warnings, missing references, setup problems, warning persistence, and mobile layout. - Full workspace typecheck and build passed. Runner E2E TypeScript checks and design-token gates passed. The full serial local suite was attempted and stopped after over an hour. The existing 40,000-file Git streaming stress test failed after 303 seconds on macOS; the broad local suite is not counted as passed. All 55 applicable PR checks passed on the final commit, including the full sharded CI suite. Two optional Storybook workflows were skipped; the five local Storybook walkthroughs passed. - On October 12, live campaigns imported the private Poteto repository through the production GitHub Sources UI, selected architect and bro, and invoked them with native Codex on local and Daytona. The source connection was disabled before invocation. Independent filesystem inspections matched every supported Git blob, size, and executable mode. Both tasks completed and cleanup passed. Campaigns: `local-2026-10-12T15-07-39-504Z` (both environments), `local-2026-10-12T16-08-39-682Z` (local), and `local-2026-10-12T16-03-33-938Z` (Daytona). Each of the two selected skills received all 234 supported repository files. Later changes only affect the installed-file viewer and documentation. This qualifies skill delivery and instruction reads, not every Poteto workflow or adapter. - A manual source-checkout test drive imported a synthetic private GitHub repository with a symlink, an oversized file, a missing reference, and malformed skill metadata. Available skills published with their shared checklist. The walkthrough found duplicate warning text after import; the final UI fix removes that duplicate. The file viewer exposes saved repository dependencies and resolves authored relative links without changing the instructions. A follow-up live refresh omitted unsafe helper files with warnings, preserved every safe file byte, and survived a server restart. Screenshots below use the production UI with Storybook fixtures. They do not replace the live GitHub and runtime checks. <details> <summary>All skills visible and selected by default</summary>  </details> <details> <summary>Import stays available with warnings</summary>  </details> <details> <summary>Repository file inspector</summary>  </details> <details> <summary>Mobile import</summary>  </details> ## Risks - Each selected skill carries a repository copy in the runtime. The database stores each snapshot once. Runtime transfer and storage increase with the number of assigned skills. - Runtime budgets remain: 9,990 repository entries, 1 MiB per file, and 61 MiB total. File omissions are recorded as warnings. Source-access or download failures retain installed versions. - Import success does not prove that every skill can run. Environment dependencies, credentials, delegation tools, and schedules still need configuration. Imported setup scripts are not executed. - Live runtime coverage is native Codex on local and Daytona. Other adapters use the shared delivery path but were not exercised in these campaigns. The roadmap marks Skills Manager as shipped. This extends the existing importer. Related pull requests were checked. ## Model Used OpenAI Codex, based on GPT-6, with repository inspection, code execution, automated tests, and browser tools. The exact deployment identifier 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 - [ ] 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 |
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d432dc7fa3 |
Add GitHub-synced skill sources (#14713)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Company skills supply instructions and files to those agents. > - GitHub imports already exist, but users cannot manage repositories as skill sources. > - Repository refresh also needs caller-authorized access and complete local packages. > - This pull request adds Sources inside Skills and reuses GitHub connections from Apps. > - Installed snapshots let agents use skills without fetching GitHub during a run. > - Manual refresh preserves skill identity and leaves failed imports on their last good version. ## Linked Issues or Issue Description **Subsystem affected** Cross-cutting: skills UI, server, database, shared contracts, and runtime materialization. **Problem or motivation** Users keep skills in GitHub repositories. They need a clear way to select, import, and refresh those skills. Existing imports do not expose repository management or consistently preserve supporting files. **Proposed solution** Add company-scoped skill sources. Browse repositories from all accessible GitHub connections, or paste a public repository or branch URL. Select whole skill packages, inspect included files and reference warnings, and install complete, immutable snapshots. Refresh each source manually. **Alternatives considered** Project repository settings hide the workflow from Skills. A second GitHub connector would duplicate credentials and grants. Upstream editing and PR creation are separate work. **Roadmap alignment** This implements the Skills Manager direction in ROADMAP.md. The maintainer requested this scope and reviewed the component and full-app journey stories before implementation. Related reports: Refs #10285, Refs #10949, Refs #13464. Related work: #14356, #13656, #9268. ## What Changed - Add source and entry records, an idempotent migration, company-scoped APIs, and legacy GitHub import adoption. - Reuse current caller grants and credential refresh. Combine and deduplicate repository inventories across accessible connections. Pasted public URLs also prefer the active user’s authorized connections. Tokens stay in the Git child environment, never argv or disk. - Fetch a shallow Git snapshot at one immutable commit. Scan the full local tree, including hidden and nested folders. Read Git objects without checkout or archive transformations and enforce nested package boundaries. - Bound Git downloads to 128 MiB and three minutes. Cancel active process groups and remove incomplete downloads. Preserve cancellation and deadlines while progress drains; close stalled HTTP progress streams after 30 seconds. Reuse caller-scoped temporary snapshots for preview/import after reauthorization. - Index repository package boundaries once and cap expanded work at 1,000 packages, 10,000 files, and 100 MiB, including repeated copies of shared blobs. Bound path depth and the shared path index. Discovery keeps audited manifests without retaining all package bodies. - Resolve moving branches before fetching so unchanged discovery reuses caller-scoped snapshots. Limit active scans, scan frequency, and new downloads per caller and company; quotas apply before metadata reads and across connections, and cached scans do not consume the download quota. - Store complete versions with script content, binary bytes, and executable modes. Preserve these through copies, runtime caches, and runner packaging. - Stage downloads before publication. Use source leases, revision checks, and transactional activity records. Keep installed versions after failures, upstream deletion, deselection, and disconnect. - Add the approved import flow, Sources page, selection tree, provenance, read-only Studio behavior, and saved return from GitHub setup. - Add package manifests, commit-pinned file previews, and separate runtime requirements and reference warnings. Supporting files are included together; nested skills remain independently selectable. Preview requests reauthorize the caller and re-audit package content. - Show installed skills as compact links beneath each source. Repository titles open GitHub. Keep Refresh, Select skills, and Disconnect source in a three-dot menu. Source rows omit the branch, imported count, and refresh timestamp; action alignment and repository titles work at narrow widths. - Stream discovery metadata over an opt-in NDJSON response. Show measured Git download progress and real package/file counts, animate newly checked skills, support cancellation, and require a complete scan before selection. Keep the existing JSON API. - Retain component stories and add a separate full-app journey story group. Include fixed progress states and interactive scan, large-repository, interruption, and saving stories. - Update Skills documentation and product contracts. Suppress private GitHub skill references in telemetry. Privacy review requested for the telemetry changes. ## Verification - Local repository typecheck, full build, token gates, and Storybook build passed during this work. Focused transport, authorization, scanner, persistence, route, and UI tests pass. The final UI refinement passes all eight focused UI tests, UI typecheck/build, and token gates. The scanner resource and repeated-discovery fixes pass 132 focused scanner, transport, authorization, source-service, route, and rate-limit tests, plus server typecheck/build. Full-suite verification comes from CI; the older full local Vitest run was stopped after unrelated chat failures and a font-test failure, all of which passed in fresh focused runs. At commit `1098d5996`, all 54 active checks pass; two optional Storybook jobs are skipped. CI covers repository typecheck, build, the full test suites, browser shards, and the canary dry run. Greptile is 5/5 with no open findings; the security scan also passes. - Adversarial scanner tests verify repeated-blob byte accounting with and without declared sizes, package/file/path caps, one-time repository indexing, metadata-only discovery audits, and nested package boundaries. Additional tests cover branch movement, snapshot reuse, caller/company quotas, isolation across connections, active-lease cleanup, quota recovery, and rejection before any metadata API call. - Real Git tests verify hidden paths, exact binary bytes, executable modes, export-ignore preservation, symlink/submodule reporting, pinned commits, caller-scoped cache reuse, cancellation, cleanup, and credential isolation. Regression tests hold both download slots with permanently blocked progress callbacks, verify timeout/cancellation cleanup and retry, and exercise HTTP backpressure cancellation. Access tests cover automatic public-URL connection selection and revoked grants. Database tests verify company and grant audiences. - Live isolated browser test: the public `anthropics/skills` scan now completes and discovers all 20 skills without connecting an account. Imported canvas-design with all 83 files, opened it from Sources, and verified the installed binary-font preview/download control. Package previews also expose the complete file inventory before import. Cancelled an active Git download and retried successfully to all 20 discovered skills; the browser displayed measured download progress. The current audits reject four other packages; eligible selections remain importable. - Browser checks verify the simplified source rows at desktop and narrow widths, keyboard navigation into the actions menu, Refresh from the menu, selection, and fixture disconnect with installed skills retained. Storybook includes a menu-open checkpoint and a 320px layout. - Storybook includes receiving/preparing download checkpoints and a timed full-app import journey, plus cancellation, retry, large-repository, and saving states. Streaming tests cover split UTF-8 frames, incomplete streams, late responses, cross-company requests, HTTP errors, and JSON compatibility. - Earlier live acceptance on this PR imported `stitch-skill` with `DESIGN.md`, assigned it to an agent, disconnected its source, and ran a successful Studio test that read both installed files. An editable copy changed independently. Both Skills variants, mobile selection, and return from GitHub setup were exercised. - Private access, revoked credentials, OAuth success return, binary/script preservation, concurrent refresh, transaction rollback, version pins, and legacy adoption have automated coverage. A real private-repository OAuth grant was not created during this test. ## Risks - The migration groups recognizable legacy imports without provider calls. Their first successful refresh completes the local package snapshot. - Reference checks are advisory. They cover Markdown links and explicit relative resource paths, not arbitrary runtime dependency graphs. Preview text is capped at 64 KiB; imported bytes remain complete. - Git must be installed on the server. Shallow fetches still download the branch snapshot, including files outside selected packages. Downloads have size/time/concurrency limits. Temporary caches are bounded and caller-scoped. GitHub API quota still applies to repository metadata and the connection picker; content no longer uses per-file API requests. Failed scans retain installed content. - Sources depend on the current caller's GitHub access. A saved connection does not grant access to another person's token. - GitHub script support and immediate manual refresh are explicit maintainer-approved requirements. The operator trusts the selected repository and accepts upstream script and executable-mode changes on refresh. Static audits are not a sandbox or a guarantee of safe code; agents may later invoke installed helpers under their runtime permissions. Import and refresh do not execute scripts, hooks, package installation, or builds. Raw URL and skills.sh imports keep their prior script restrictions. - Source originals remain read-only. Refresh affects subsequent unpinned runs; explicit pins and active runs retain their versions. - The telemetry change removes source-managed GitHub identifiers from skill-reference events. It introduces no event or field. Please review the privacy boundary. ## Model Used OpenAI Codex, based on GPT-6, with reasoning, code execution, and browser tools. The exact serving model ID and context-window size 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 `#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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72c42fad99 |
[codex] Add optional Ramp skill (#9157)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Skills are how operators give agents reusable, reviewable operating instructions without baking every integration into core runtime code. > - Finance setup is a sensitive workflow because account onboarding, incorporation, cards, spend controls, and data sharing can all create real-world effects. > - Ramp publishes an agent-facing setup skill and playbooks, but Paperclip needs a curated wrapper that makes those instructions subordinate to Paperclip governance. > - This pull request adds an optional Ramp catalog skill that fetches Ramp's live entrypoint while preserving Paperclip approval gates. > - The benefit is that companies can opt into Ramp setup assistance while reviewers can see the source model, allowed hosts, and fail-closed safety rules in one shipped catalog entry. ## Linked Issues or Issue Description No public GitHub issue exists for this optional catalog skill. Feature request context: - **Problem / motivation:** Paperclip companies need a safe, installable way for agents to follow Ramp's public agent setup flow without giving those fetched instructions authority over financial, legal, credential, or spend decisions. - **Proposed solution:** Ship a markdown-only optional `paperclipai:optional:finance:ramp` skill that points agents at Ramp's live get-started skill, documents the thin-wrapper source model, allowlists the Ramp host, and requires Paperclip approval for financial, incorporation, credential, connector, third-party tool, and money-movement actions. - **Alternatives considered:** Vendoring a snapshot would reduce runtime source drift but would stale quickly as Ramp updates its own onboarding flow. The wrapper instead fetches fresh instructions while explicitly failing closed on unclear provenance and keeping fetched instructions subordinate to Paperclip instructions. - **Roadmap alignment:** This fits the completed Skills Manager roadmap area by adding a focused optional catalog skill rather than expanding core workflow code. ## What Changed - Added a markdown-only optional Ramp skill under the finance catalog. - Documented the source model for live Ramp instructions, the allowed host, provenance handling, community/unclear playbook approval requirements, and safety rules. - Added mandatory Paperclip approval gates for Ramp account setup, incorporation/legal filings, CLI installers, connector/auth flows, third-party browser/MCP/CLI tooling, financial data sharing, Agent Cards, spend controls, and money movement. - Updated the Skills Store guide to document thin fetch-and-follow wrappers for curated optional skills. - Regenerated the shipped skills catalog manifest. - Added catalog tests for the Ramp entry, approval-gate wording, mixed-provenance handling, and avoiding remote-fetch execution hard-stop patterns. ## Verification - `pnpm --filter @paperclipai/skills-catalog build:manifest` - `pnpm --filter @paperclipai/skills-catalog validate` - `pnpm --filter @paperclipai/skills-catalog test -- src/shipped-catalog.test.ts` — 1 file, 8 tests passed. - `git diff --check` ## Risks - Ramp-hosted instructions can change after install. The wrapper mitigates this by keeping fetched content subordinate to Paperclip instructions, limiting the source host, failing closed on unclear provenance, and requiring scoped approvals before governed actions. - The skill is markdown-only and optional, so it does not add executable package code or install by default. - The generated catalog manifest changes hashes for the shipped catalog entry; catalog validation passed after regeneration. ## Model Used OpenAI Codex, GPT-5-based coding agent, with repository file access, shell execution, GitHub CLI/tooling, and medium-reasoning mode. ## 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> |
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a71c4b6782 |
[codex] feat(watchdog): add task watchdog control plane (#8339)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The task lifecycle and recovery subsystems decide when agent work is still productive, stalled, or ready for review. > - Existing recovery paths can observe stopped or incomplete work, but there was no first-class per-task watchdog model with scoped review permissions. > - Watchdog follow-ups also need strict boundaries so recovery/status-only runs cannot mutate approvals or perform deliverable work. > - This pull request adds the task watchdog data model, API/service layer, scheduler/review flow, adapter wake context, UI configuration surfaces, and docs. > - The branch has been rebased onto current `paperclipai/paperclip` `master`; the watchdog migration is now ordered after master's latest migrations as `0104_issue_watchdogs`. > - The benefit is a more explicit task-review loop that preserves Paperclip's single-assignee and governance invariants while making stalled work easier to route. ## Linked Issues or Issue Description No linked GitHub issue. Paperclip task: [PAP-11275](/PAP/issues/PAP-11275). ## Problem or motivation Task recovery needs a first-class watchdog path that can inspect stopped work and create scoped follow-ups without bypassing normal task ownership. Board/UI users need a way to configure watchdogs on tasks and see watchdog-related live work. Recovery/status-only runs must remain limited to status reporting and must not create approvals, link approvals, or submit approval comments. ## Proposed solution Add a task-watchdog data model, scheduler/classifier, scoped mutation guard, adapter wake context, API/UI configuration surfaces, and documentation so watchdog agents can review stopped task subtrees under explicit boundaries. ## Alternatives considered Reuse the existing recovery-action flow only. That would keep stopped-work detection implicit, make per-task watchdog assignment harder to expose in the UI, and would not provide a durable scoped-review issue for stalled task trees. ## Roadmap alignment This is Paperclip control-plane lifecycle infrastructure for task execution and recovery. I checked `ROADMAP.md`; this PR does not duplicate an existing planned core item. ## What Changed - Added issue watchdog schema, migration, shared contracts, validators, CRUD API, and service support. - Added task watchdog scheduler/classifier behavior, scoped mutation enforcement, adapter wake context, and default watchdog mandate guidance. - Added UI surfaces for configuring watchdogs on new/existing tasks, viewing watchdog activity, and exposing the experimental setting. - Added docs for the user-facing task watchdog workflow and implementation semantics. - Gated new-task watchdog setup behind `enableTaskWatchdogs` and blocked cheap status-only recovery runs from approval mutations. - Rebased onto current `master` and renumbered the idempotent watchdog migration from the branch-local `0102_issue_watchdogs` slot to `0104_issue_watchdogs`. - Addressed Greptile feedback by loading watchdog classifier input with a recursive subtree query and centralizing the watchdog origin-kind constant. - Added and updated focused server/UI tests for watchdog routes, scheduler/classifier behavior, scope boundaries, live task visibility, settings, and new issue dialog behavior. ## Verification - `pnpm vitest run server/src/__tests__/task-watchdogs-scheduler.test.ts server/src/__tests__/task-watchdogs-classifier.test.ts` - `pnpm vitest run server/src/__tests__/approval-routes-idempotency.test.ts server/src/__tests__/issue-agent-mutation-ownership-routes.test.ts` - `pnpm vitest run ui/src/components/NewIssueDialog.test.tsx` - `pnpm --filter @paperclipai/server typecheck` - `git diff --check` - Verified the PR diff does not include `pnpm-lock.yaml` or `.github/workflows`. ## Risks - Medium risk: this introduces a new task lifecycle surface touching DB schema, server routes/services, adapter wake context, and UI task configuration. - Watchdog scheduling behavior depends on the new experimental setting and runtime context checks behaving consistently across local and production agents. - The watchdog migration is idempotent (`IF NOT EXISTS` / duplicate-object guards) so users who tried the previous branch-local migration number should not get duplicate-object failures. - CI and the second Greptile pass are pending after the latest review-fix push. > 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 Codex, GPT-5-class coding agent in the Paperclip workspace. Exact runtime model id and context window were not exposed to the agent; tool use and local command execution 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 run tests locally and they pass - [x] I have added or updated tests where applicable - [x] If this change affects the UI, I have included before/after screenshots — N/A per Paperclip task instruction: do not add screenshots/images to this PR unless they are specifically part of the work. - [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 --------- Co-authored-by: Paperclip <noreply@paperclip.ing> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> |