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| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 DottaandPaperclip
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adb69e8f09 |
feat: default new Codex agents to Paperclip Runner on Linux and macOS (#15683)
## Thinking Path > - Paperclip is the open source control plane for agent companies. > - People choose a harness when creating an agent. > - The server should resolve that harness to a qualified runner. > - Codex is the first harness in the staged default rollout. > - Saved agents must retain their execution choices. > - New Codex agents therefore use Paperclip Runner on qualified macOS/Linux targets, with an explicit Legacy override. ## Linked Issues or Issue Description Refs #16028, #15555, #15673, #15422, #15631, #15926, #15932, #16149. The runtime/install prerequisite and release repair are merged. This slice owns Codex creation, setup, configuration and preservation. Other harness defaults remain unchanged. It adds no database migration; incoming master migrations, required maps and regression coverage are retained. ## What Changed - Resolve `runner: auto | paperclip | legacy` at the common creation boundary across onboarding, API/CLI, hires, built-ins, plugins and imports. Freeze pending hires and export resolved execution choices. - Preserve existing runners on upgrades, unrelated edits and import updates, including compatible accounts, workspace settings, Codex effort and intentional clears. - Use the underlying harness picker and branding; put the runner override in Advanced. Use the shared dropdown and update production-component stories and creation contracts. - Support qualified Apple Silicon, Intel Mac, Linux x64 and Linux ARM64. Linux requires GNU libc 2.39+. Disabled, external, unsupported and unqualified combinations retain their applicable Legacy execution. - Test the selected runtime/account/model/environment. Ordinary Connect probes eligible immutable managed targets and refreshes scoped discovery. Creation/discovery do not provision. Auth, dependency, incompatible-setting and cleanup failures remain actionable without changing runners. - Keep setup probes read-only, preserve local/SSH isolation and resolve packaged assets before staging credentials. Bound cleanup reads by the remaining absolute deadline; physically close every owned ingress socket before endpoint release. Unconfirmed cleanup retains recovery state. - Preserve validated completed-onboarding callbacks through startup recovery. First file-producing work belongs to the child task and uses the existing dependency/block handoff and task-scoped registration. - Reuse existing E2E fixtures, artifact checks, reporting and controls. Keep Docker/Cargo/native compilation remote. Paperclip tarballs contain no Codex payloads; official optional npm platform dependencies remain. ## Verification Current tested head: `1c03a8815672d82c264a9b08d4ea1984e8fae107`. **Merge-ready: required CI, fresh review, package qualification, Mac core acceptance and Test task/follow-up acceptance pass.** The existing attachment and native-continuity oracles independently verify both Test downloads, run attribution and unchanged native/provider/workspace identities. The maintainer authorized a code-owner-review exception for this PR only. The first Test setup failure and normal Board completion-review friction are retained below. Actual post-merge packages and private Cloud distribution remain separate qualification gates. - [Current CI](https://github.com/paperclipai/paperclip/actions/runs/38564241625): all 48 ordinary jobs and required verify/E2E pass. Attempt 1 retained six simultaneous host-shutdown cancellations. One failed-only retry passes those six lanes and two aggregates, preserving 40 successes. Actual integration checkout `53104c1` combines this head with master `c80`; it is not relabeled as the branch tree. Fresh exact-head Greptile 5/5, 30 resolved threads, no actionable findings. - [Exact-source package qualification](https://github.com/paperclipai/paperclip/actions/runs/38565287239): nine applicable jobs pass, nine conditional jobs skip. Four remote native producers; Linux x64 clean install; Intel Mac, Apple Silicon and Linux ARM64 native startup/physical cleanup controls. All 18 tarballs/four daemon source/hash/manifest bindings and 343 migrations through 0344 verify. No Codex payload is packed. These hosted tarballs are not a published npm canary. - Normal Apple Silicon installation and credential-free native startup/cleanup pass using the packaged daemon, with no source build or provider turn. Fresh installed DB initialization passes. Upgrade 651a→1c03 preserves all three complete execution configs, accounts, ten recorded run profiles, paused budgets, active incidents, cost summaries and two historical unpriced events. Historical recovery state is retained. - Cleanup regressions: four delayed-read baseline failures become 15 passing deadline/authority controls. No-acknowledgement and prior-error socket ownership regressions become 12 passing controls. Direct runtime/server types, maps: 35 areas / 176 IDs, diff checks and independent reviews pass. Permission/auth/reconnect policy and the 10-second setup budget remain intact. - Existing source coverage includes creation/selection/imports, pending approvals, recovery, account/lifecycle handling, mounted forms, dropdowns and E2E support. Full typechecks/tests/build/token and applicable Storybook checks pass in the recorded current CI; no duplicate suite or weakened grader. - Literal 9546 live Mac proof: ordinary Auto Codex onboarding, useful document, real completed-child callback/reply, seven successful native runs, manual follow-up and independently downloaded1,101-byte child file. Existing Legacy title edit/reload preserves execution; two real Legacy runs produce independently checked15/34-byte files. These remain historical source records. - Current literal 1c03 Mac core acceptance passes independent checks: ordinary Auto native Codex onboarding without runner override; only timeout 180 seconds/concurrency 1 saved; six successful native runs and six serialized turns (maximum overlap 1); both same-task continuity checks and five mechanical callback checks; actual rendered parent reply and exact child downloads. The useful handoff advances from revision 1 to 2. Both files are 48 bytes, SHA-256 `8b742bd4e8123a7c078f0a8d9f3449fbfa8a320d7d90be641a2818db3c53d92c` and `f42db9774fa06e804ab7d596fc8b922a2b638921c418b87d0111151d290a6afe`; exactly one byte changes and old history remains. The agent is paused with zero active runs/errors. Both artifact work products have `isPrimary=false`, and descriptive titles fail a stricter title-helper assumption; these retained results are scoped editorial follow-up, not new merge gates. Six source-bound screenshots are uploaded and verified in the private primary QA report. - [Literal 9546 managed proof](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-38485488621-1/index.html): original 19 assertions and completed judge pass, four native turns, child-bound240-byte file and session/workspace continuity. Checkout reports a verified generated target-lock mutation; full final porcelain was not retained. Signed execution-image identity remains separate from Core source. - Actual 651a Test deployment succeeds on one owned/pinned target. One ordinary Auto API-key Connect then fails native cleanup before hire. Controller turn/drain/suspend completion and service-recorded environment cleanup are observed; they do not certify physical deletion or native authority retirement. Failure/recovery/unknown holds are retained. No Legacy switch or unchanged paid retry. The two source repairs above require actual treatment. - [Current immutable Core preview](https://github.com/paperclipai/paperclip/actions/runs/38570365725) and matching DB/shared artifacts pass. One owned, pinned Test target serves exact `1c03`; identical migration history correctly skips the migrator. Ordinary Auto Codex Connect succeeds and hires native; saved native selection and QA bounds survive reload. The initial child preparation attempt fails before provider work, with actual stdout identifying `renewal_deadline`; its trigger remains unknown and the failure is retained. Normal Board **Try again** and **Resume** recover the child to Done, producing a browser-verified 44-byte file, SHA-256 `0a8458b1efcc2d7a0d815689458c4caab039a46c7c7a3e5805de6bc8b1a96ecc`. The actual parent callback reports the completed child document/file. The existing validator requires a parent-owned attachment, so recovery enters normal Review; after byte checking, normal **Approve completion** reaches parent Done. No forced status or duplicate parent file is used. The validator is unchanged from integrated and current master. Autonomous initial callback-to-Done is not proven. The same-child follow-up completes document revision 2 and publishes a second independently downloaded 44-byte file, SHA-256 `22022257300fae762784632d08d3bbe0bab61e2ce81f91864a14dcd7aa464591`; only the revision digit changes. The unchanged existing native-continuity and attachment oracles pass. All ten recorded runs are terminal: nine native successes and the retained pre-provider setup failure. The QA agent is paused with zero active runs. The pre-existing parent evidence scope mismatch is a separate follow-up, with ordinary completion review exercised rather than a forced status or relaxed validation. This unsigned Core preview remains distinct from post-merge private Cloud composition. ## Risks - Saved agents are not migrated. Explicit runner changes use normal configuration/session rules; historical runs retain their recorded execution. - Native readiness depends on verified assets and server-owned target qualification. A Legacy probe, HTTP200 or successful account save cannot prove native readiness. - Recovery exceptions remain restricted to validated completed-onboarding reports; process-loss, ownership and terminal-state safeguards remain active. Unexecuted live journeys stay open. - Linux ARM paid tasks, Windows, Alpine and 32-bit ARM remain deferred. Cold Cargo cache misses are recorded; no warm-cache speedup is claimed. - Historical invoices/physical cleanup remain unconfirmed and held. After merge, exact published npm canary, signed standard image/migrator, private composition and serving/live acceptance still require qualification. Production deployment/default promotion is not authorized. ## Model Used OpenAI Codex, GPT-6 family, with reasoning, tools, code execution and parallel agents. Exact serving snapshot and context-window size are not exposed. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used with available 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 linked public issues or PRs above - [x] I have not referenced internal/instance-local Paperclip issues or links - [x] My branch name describes the change and contains no internal ticket id - [x] I have run the stated focused tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation - [x] I have considered and documented risks - [x] All Paperclip CI gates are green on the current candidate - [x] Greptile is 5/5 with no open findings on the current candidate - [x] I will address all reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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DottaandPaperclip
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3f4f8b37ba |
fix: grade Codex clarification and refusal outcomes from evidence (#14570)
Grade clarification lists, obsolete unstarted wakes, and refusal cancellation from persisted evidence. Preserve execution and ownership assertions, add boundary regressions, and version the affected eval definitions. Co-Authored-By: Paperclip <noreply@paperclip.ing> |
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DottaandPaperclip
|
43acbcc398 |
fix(runner): preserve sessions and complete question and approval continuations (#13655)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The native runner connects task state to provider sessions. > - Follow-up turns must retain provider memory and carry new user direction. > - Lost session IDs caused repeated context and extra input tokens. > - Native question answers and approval races could leave valid work blocked. > - This pull request repairs those paths and adds regression coverage. > - Agents can continue accepted work without repeating the conversation or losing the user's answer. ## Linked Issues or Issue Description Refs #13574. That merged PR shortened continuation prompts and moved question instructions into tool documentation. This change preserves sessions and fixes failures exposed by broader testing. Related runtime work: #13408 and #13410. **What happened?** Native follow-up turns could lose the provider session ID. Completion guidance could replace the original task with its latest comment. Claude native questions could remain pending after the user answered. Approval during a running tool call could suspend the run before the tool response arrived. Onboarding and chat handoff instructions also caused repeated planning or missing plan documents. **Expected behavior** Reuse a valid provider session. Send only new events when that session already has the history. Preserve the task requirements and apply later user direction. Store the question answer and deliver it to the waiting run. Finish governed tool responses before suspending. Execute the accepted plan without asking for the same approval again. **Steps to reproduce** Run the continuation, local-session-integrity, first-task, and agent-chat suites with native Codex and Claude. Include provider-question-bridge, accept-while-running, and plan-handoff. **Paperclip version or commit** This branch is based on master |
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DottaandPaperclip
|
d0b67bfe71 |
feat: queue approvals and answers during active runs (#13539)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Users guide running agents through messages, questions, and approval cards. > - Messages already wait in a queue when an agent is running. > - Card responses did not appear in that queue. Some question answers also steered a later run without a user click. > - A fast approval could invalidate the agent's review handoff and cause it to stop its own run. > - This pull request gives card responses the same queue controls and preserves the exact response during delivery. > - Users can wait for completion or explicitly send the response with Interrupt or Steer. ## Linked Issues or Issue Description Refs #13517, which is merged. This PR targets master and adds queued interaction responses on top of the onboarding changes. Related continuation work: #10519 and #12866. **What happened?** Accepting a proposal while its source run was active left a saved response outside the message queue. The agent could then lose its review path, reassign the task, and cancel itself. Answers to older questions could also steer another active turn without a click. **Expected behavior** Save the response immediately. Queue its continuation behind the active run. Deliver it after completion, or when the user explicitly chooses Interrupt or Steer. Preserve approval revisions and answer choices. **Steps to reproduce** 1. Let an agent publish a confirmation card while its run is still active. 2. Accept the card before the agent finishes its review handoff. 3. Inspect the message queue and the task's next run. **Paperclip version or commit** Reproduced on da8a3876c with the onboarding changes from #13517. **Deployment mode** Local development from source. The fix covers legacy adapters and native Runner turns. ## What Changed - Project resolved cards into the existing queue as immutable responses. Keep answers and exact approval revisions. - Require an explicit click to steer a response into a compatible native turn. Use Interrupt when a fresh session is required. - Preserve typed response context through interruption, cleanup waits, and normal queue promotion. Keep the direct answer channel for a provider blocked on its original question request. - Accept the source run's review handoff after its card resolves. Reject stale agent reassignment that would orphan a queued response. - Add deterministic regression tests and an `accept-while-running` case to the first-task suite. Require recorded timestamp overlap before that case can pass. - Keep the first-task skill name out of user-facing messages. ## Verification - Red-green: the original route failed the queue regression; the changed route passes it. - Focused server/UI tests: 139 passed, including 64 queue-route tests. - Runner harness unit tests: 314 passed. - Server, UI, and Runner E2E typechecks passed. UI token gates passed. - Full repository typecheck and build passed. Server typecheck passed again after review fixes. - Review regressions: 165 queue/reopen route tests, 53 wake admission tests, and 18 run identity tests passed. Approval acknowledgement recovery and both message/approval arrival orders are covered. - Full local test run: 12,401 passed; three new admission regressions ran against a cached pre-fix module. A fresh run of that entire suite passed (53 tests). The complete CI suite passed on the final commit. - Previous-head CI at `c28e2ef12`: 32 checks passed and 2 optional Storybook checks skipped. Every server/workspace/browser shard, Runner verification, build, typecheck/release registry, canary, policy, and security check passed. Greptile: 5/5, no unresolved threads. Earlier interrupted CI workers were replaced by this fresh complete run. - After integrating the updated parent: 314 harness tests, 119 queue/admission tests, 44 onboarding/question-delivery tests, and 13 native recovery tests passed locally. Full repository typecheck and build passed. - Clarified the skill wording preference: routine replies describe the action without announcing the internal skill; direct questions and permission/security/execution disclosures remain truthful. - The paid `accept-while-running` scenario is registered for all four local first-task profiles. It has not been run against a model in this change. - Rebased onto the merged parent at `11921075a`; the resulting tree exactly matches the locally verified integration tree. Final-head CI on `b53054807` passed: 54 successful checks, 2 optional Storybook checks skipped, no failed checks. Every new server/browser shard, aggregate verify/e2e gate, Runner, typecheck, build, canary, and security check passed on the first attempt. Greptile reviewed this exact head at 5/5 with no unresolved threads. ## Risks - Responses now wait instead of implicitly steering another active turn. A provider blocked on the original question still receives its answer directly. - Approval receipts cannot be edited, discarded, or reordered as comments. This preserves the recorded decision. - Interruption must still prove that the prior execution stopped. The tests cover cleanup waits and duplicate delivery. - The new paid overlap case can be unexercised if the model finishes before the click lands. It cannot pass without evidence of overlap. - No database migration is required. This repairs the existing approvals and execution controls; it does not implement the roadmap's work-stream queues. ## Model Used OpenAI GPT-6 through Codex. The exact deployed model ID and context-window size were not exposed in this session. Capabilities used: agentic reasoning, repository inspection, code editing, terminal commands, and test 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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DottaandPaperclip
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11921075a4 |
Add first-task onboarding skill and Runner E2E coverage (#13517)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The first task helps a new user define and approve useful work. > - That workflow needs reusable instructions and tests against the production experience. > - Native Codex and Claude must load the assigned skill, including after resume. > - Maintainers need recorded conversations and precise failed checks to judge regressions. > - This pull request adds the first-task skill and a suite in the shared Runner E2E harness. > - It keeps behavior results separate from informational quality scores and incomplete recordings. ## Linked Issues or Issue Description **What existing behavior does this improve?** The first onboarding task and the Runner E2E report used to review it. **Current behavior** Onboarding embeds its policy in a hidden brief. Native Codex drops the skill-instructions setting at the Rust boundary. The shared E2E harness has no onboarding suite or full conversation view. **Proposed behavior** Assign and invoke `/first-task` for the onboarding task. Send selected Codex skills as structured protocol inputs. Run twelve scenarios across legacy Codex, legacy Claude, native Codex, and native ACPX Claude. Include all 48 cells in full campaigns. Show recorded chat, question and approval cards, exact checks, instructions, and billing in the shared dashboard. **Reason and benefit** Measure the real onboarding experience before changing prompts. Distinguish infrastructure failures, behavior failures, and unexercised journey steps. **Breaking changes** No database migration or production API change. First-task instructions now live in an assigned skill. The user-edited persona is preserved; the skill includes the maintainer-approved proposal-mode mapping and saved-plan requirement. Related: #11043 is earlier onboarding work. #13422 already fixes native Claude model pinning, context delivery, and read permissions on master; this branch includes those fixes through its base. The new Claude recovery test supplements them. ## What Changed - Extract and assign the first-task skill while retaining the production greeting and opening question. - Carry the Codex skill-instructions flag through thread start and resume. Resolve explicit task skill references only against assigned skills and send native skill inputs. - Invoke an unambiguously selected assigned skill through Claude ACPX’s native slash-command parser on initial and resumed turns, retaining the entire task/wake envelope as its argument. Do not carry that invocation into ordinary tasks. - Restore the saved single-task proposal modes: confirmation card, or saved plan with revision-targeted checkbox approval. Explicit plan requests also require a saved plan. - Add first-response and complete-journey cases with fixed user facts, acceptance checkpoints, durable outcome checks, and accounting for child runs. - Fail the eval when choice questions have fewer than two real options. Recognize planning documents without treating them as completed work. - Add optional, bounded quality judging as explicit post-processing. - Render full conversations and static interaction cards in the shared report. Conversations start folded. Show original and regraded results and incomplete journeys distinctly. - Keep credential-persistence scanning outside the first-task behavioral suite; retain public evidence redaction. - Refresh generated capability references after the API-reference edits. - Correct shared native question guidance and tool schemas: choices need at least two meaningful options; open-ended questions use canonical text fields with the required compatibility payload. Verify both formats through real tool-authority persistence. - Disable announcements automatically for every isolated Runner E2E process and label the gallery environment/provider/target explicitly. - Remove CI races in the GitHub connection browser test and native session recovery test by waiting for the actual async work before asserting its results. ## Verification - `pnpm exec vitest run server/src/services/onboarding-first-task-assets.test.ts server/src/__tests__/issue-onboarding-first-task-routes.test.ts`: 19 passed. - `pnpm --dir packages/paperclip-runner exec vitest run src/drivers/acpx/runtime-host.test.ts src/drivers/acpx/native-skill-prompt.test.ts src/cli/acpx-runtime-sidecar.test.ts`: 70 passed. Native command forwarding and the 1 MiB input boundary both failed before their fixes and passed afterward. Coverage includes changed skills on reopen, approval context, and an ordinary subsequent task. - Runner E2E unit suite: 306 passed. Harness typecheck passed. The 64 first-task fixture and grader tests also pass. - Full repository typecheck and build passed locally. Server typecheck and Runner build passed again after the native-command change. - Full GitHub Actions CI passed on `23e56447b`: all server/workspace/browser shards, Runner verification, typecheck/release registry, build, canary, policy, and Docker checks. Greptile reviewed this exact head at 5/5 with no unresolved threads. The earlier broad local run had database startup/timing failures that passed isolated retries; the complete remote suite is green. - Merge verification against current master: 312 harness tests and 13 native recovery tests passed. Regenerated semantic contracts and fixture hashes pass their consistency check. Full local typecheck and build also passed on the stacked queue branch. After merging the latest master and preserving the GitHub setup timing regression in the split browser suite, both focused GitHub browser tests passed. Three CI timing/startup flakes passed local verification and one remote retry; all latest-head checks are green. - Real pinned Claude SDK and Claude ACP JSON-RPC probes against a local mock API confirmed that `/skill-name` expands the assigned skill body before the model request and retains the task arguments. A prose mention does not. The probes made no paid model calls. The ACP probe used the current first-task skill body and retained the wake arguments. - [Full 48-case campaign and report](https://pages.paperclip.ing/runner-e2e-first-task-35053063880/): 44 passed after three interrupted Codex cases completed in targeted reruns. Original results, regrades, and all 51 executions remain in the report provenance. - [Claude campaign after the shared-question fix](https://pages.paperclip.ing/runner-e2e-first-task-claude-35099525201/): 10/12 passed with zero single-option failures. All 12 recorded the current assigned skill and corrected guidance. The failures exposed skipped skill invocation and a missing saved plan. This PR adds native command invocation and explicit saved-plan instructions; the subsequent report below still shows behavior failures. - [Fresh 12-case Claude report](https://pages.paperclip.ing/runner-e2e-first-task-claude-35102737804/) at `78452129e`: 10/12 pass after correcting two false proposal-matcher failures. The recordings said “Here is the task I will create and run/complete” in approval cards; the old matcher missed that word order. Regression tests failed before the fix and pass after it. Original results and offline regrade provenance remain linked. No agent rerun was needed. Zero single-option-question failures; two behavior failures remain: direct work before acceptance on a plain first message, and an explicit plan request without a saved plan. Neither check was relaxed. The follow-up `82087ac7e` fixes command-prefix size accounting; `94aefb1f3` fixes only that proposal matcher. - Report browser checks confirm folded conversations, rendered cards, explicit Local/Daytona labels, and no page errors. The published-object audit scanned 1,306 text files across 2,154 objects with no credential-format findings or prohibited files. Image pixels and unknown token formats are outside that scan. ## Risks - Model behavior is nondeterministic. One campaign is evidence, not a guarantee. The two remaining Claude behavior failures are visible in the report and require further product work; this PR does not claim all onboarding scenarios pass. - The suite checks persisted Paperclip effects. It cannot prove the absence of arbitrary external effects. - Historical recordings can miss later journey steps. These remain incomplete, never passes. - Native profiles switch runtime after the production onboarding wizard because it does not yet expose a native option. - Quality scores are informational and cannot override behavioral failures. ## Model Used OpenAI Codex, GPT-6, with reasoning, repository tools, and code execution. The exact deployed model identifier 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> |