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codex/native-completion-current-master-candidate
4
Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 DottaandPaperclip
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992f720262 |
fix: make runner task context ownership explicit (#13753)
<!-- Write all pull request text in Simplified Technical English (ASD-STE100). --> ## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Task descriptions, comments, continuation data, skills, and execution rules enter several agent adapters. > - The same source can be rendered by more than one automatic input carrier. > - Failed resumes can also rebuild input from stale or compact context. > - This pull request gives each Paperclip-owned source one delivery owner and preserves the required transport boundaries. > - It adds deterministic adapter, interaction, runner, and browser tests for these boundaries. > - The benefit is more predictable context delivery with explicit evidence for later live qualification. ## Linked Issues or Issue Description Related: #13144 removes a duplicate environment payload and bounds wake lists. Related: #11360 addresses Hermes resume behavior. This pull request preserves compatible active-session formats while repairing context ownership and stale question creation. **What happened?** Task descriptions and comments could enter more than one automatic context block. Native transports could wrap a complete model input in a second task envelope. Some legacy and gateway adapters could omit the owned assignment on ordinary tasks or rebuild a failed resume with stale compact context. A continuation could also request a question after newer human comments had arrived. **Expected behavior** Each task or comment source has one automatic model-facing owner. Distinct comment IDs and repeated wording remain distinct. Fresh fallback attempts rebuild the required full context. A question request is rejected when newer queued human direction makes it stale. Harness access policy remains owned by execution configuration. **Steps to reproduce** 1. Build a task with a description and current comments. 2. Capture the actual adapter or runner input. 3. Compare source ownership and task-envelope nesting. 4. Queue a human comment before a continuation requests a question. 5. Trigger a failed resume and inspect the fresh retry input. 6. Run the focused adapter, interaction, runner, and browser checks. ## What Changed - Add shared prompt-section selection at the provider-attempt boundary. - Deliver owned assignment context through native, legacy CLI, ACP, gateway, cloud, Pi, Kimi, Grok, Gemini, OpenCode, Cursor, OpenClaw, and Hermes paths. - Rebuild full or compact context after resume recovery changes the attempt. Add native and Claude ACP tests of actual recovery requests. - Preserve custom templates, loaded instruction files, execution policies, and older active-session formats. - Record continuation source metadata and reject stale question creation under the issue-row lock. - Add explicit Product E2E context-integrity profiles, prerequisite gates, credential-isolation checks, and report fixtures. - Bypass service-worker forwarding for same-origin Vite development modules. A real Chromium test fails with resource exhaustion before the repair and passes after it. Production asset caching keeps its existing policy. - Add browser diagnostics and service-worker module-loading regressions. - Add an explicit zero-retry eval option. The default retry behavior remains unchanged. Each campaign records its effective policy. - Remove the model-facing working-directory sentence from four prompt builders. Existing workspace, sandbox, permission, and custom-template configuration remains unchanged. - Align the everyday workflow assertion with the current 47-entry catalog. Compared with current upstream master, the branch carries the context-ownership implementation and its tests, the explicit context-integrity catalog and evidence harness, and the focused browser regression checks. ## Verification **Merge assessment:** focused regression evidence supports merge. This is not full completion of the original broad qualification matrix. The maintainer has authorized merge after fresh verification of the master integration. - Current head: `bbd52f82114eabf09bc7b1a7e97d54a5b43bbc00`. This integrates current master `2f585ef26a1814fa209715242d1ca791b63e4c4e`. All 14 conflicts are resolved. Cancellation checks, workspace finalization, native Grok support, and both sets of tests are retained. - Current-head Greptile: **5/5**, with no blocking findings. The review names this exact commit. All **59 reported checks are terminal: 55 successful, 4 skipped, zero pending or failing**. This includes the full root general and serialized suites, separate runner checks, typecheck, build, canary, browser E2E, Docker, and security checks. The successful legacy security status is included in that total. - After integration: workspace typecheck and full build passed. Separate runner checks passed: **2,160 TypeScript tests (10 skipped), 582 Rust tests, and 39 preparation checks**. Other passing checks include 621 Product E2E harness units, 376 focused shared/adapter tests, 160 real-database/API tests, 86 Hermes tests, 18 browser-support checks, and Product E2E typechecking. The complete root suite passed in CI. The duplicate local monolithic root run was stopped after that CI result; it is not counted as a completed local pass. - New native recovery coverage retains full assignment, completion contract, and explicit skill selection after safe replacement, for old and prepared input formats. Full native session test file: **136/136 passed**. - New Claude ACP coverage captures actual fresh, resumed, and missing-session fallback requests. It verifies one assignment copy, comment order, identical text under distinct comment IDs, and full fallback context. Full file: **33/33 passed**. Both affected TypeScript checks passed. - Existing deterministic tests cover source revisions, approval and trust boundaries, completion validation, custom templates, compatible sessions, standalone driver wrapping, and maintained adapter transport requests. - Provider-free browser support: **17/17 passed** after the master merge. Service-worker unit tests: **33/33 passed**. The module-overload regression failed before the repair and passed after it in real Chromium. ### Fresh live comparisons The new batch ran exactly four Product E2E attempts. **All four passed on the first attempt; no retries.** Each has six terminal matchers plus the existing browser lifecycle and invariant checks. | Exact case ID | Control | Candidate | |---|---|---| | `core-compatibility.runner-codex.local.plan-revise-accept` | Passed | Passed | | `local-session-integrity.runner-acpx-claude.local.structured-question-restart-resume` | Passed | Passed | The plan case checks a revised canonical plan and revision-bound approval before completion. The question case restarts the server before submitting the answer, then verifies the continuation completes. Control source is `dfa4e1bda8d50a1a01746603251a9128dbe9d0d6`. Candidate source is `79fcdb5dece501d28064ea9da306603881b46f0c`. They use identical frozen definitions and provider versions: Codex `0.156.0` with `gpt-5.6-sol`; ACPX `0.13.1` / Claude ACP `0.73.0` with `claude-sonnet-5`. The September 24 head added master browser recovery and test-only changes. The September 28 head also integrates newer master changes, including cancellation, workspace finalization, and native Grok. These are frozen-source live results, not exact-head live runs. The candidate received one description copy where the control initially received three. The submitted initial plan envelopes were 7,969 versus 19,097 characters. Question envelopes were 7,592 versus 18,919. These are structural measurements, not whole-provider token or dollar savings. ### Earlier evidence and failed attempts - The preceding fresh batch has four effective passing pairs: OpenCode comment continuation and assigned skill, native Codex comment continuation, and native Claude comment continuation. It retains **11 attempts: eight passed and three failed**. - Original failures remain recorded: missing local PostgreSQL library links before task creation; host-sleep cleanup after task/page checks passed; and a Claude **control** session-open rejection before a model turn. Setup was repaired identically on both worktrees. The permitted unchanged infrastructure retries passed. The underlying Claude provider startup error was not retained and remains unknown. - Older R2 retains **17 passes and one failure** across 18 attempts, including eight both-pass native/legacy Codex/Claude pairs. Its OpenCode blank-page failure led to the service-worker repair. R2 is historical evidence: master changed the native fixed prompt and removed duplicate wake environment data afterward. - The September 24 CI run initially failed one unrelated preview readiness test (`ECONNREFUSED` on its local fixture). Its test and production code match master. Isolated local verification passed **28 tests, 3 skipped**. One unchanged CI retry passed the full shard: **831 passed, 1 skipped**, including all **31 preview-exposure tests**. The aggregate CI gate passed afterward. The precise startup cause remains unknown; a port race is a hypothesis, not a proved cause. ### Limits The original wider profile/workflow matrix, repeated trials, and remote Daytona qualification are incomplete. These results support a focused merge recommendation, not statistical equivalence or universal harness qualification. Some usage receipts are missing in both variants, so no token or dollar savings are claimed. The $500 ceiling was preserved using conservative allowances; failed attempts and unknown charges remain in the ledger. Reproduce the focused additions with `pnpm exec vitest run packages/adapters/claude-local/src/server/acp.test.ts` and `pnpm --filter @paperclipai/paperclip-runner exec vitest run src/native-session-runtime.test.ts`. Full checks use `pnpm -r typecheck`, `pnpm test:run`, `pnpm build`, and the separate runner checks. Paid evals require the frozen definitions, profiles, and credentials; do not use `--all` as a substitute for the selected cases. ## Risks - Context placement changes can affect model behavior. Deterministic checks cover the selected paths, but live qualification remains incomplete. - The stale-question guard can reject a request when queued human comments arrived during the run. This is intended. - New stored inputs and model envelopes retain compatibility readers for older active sessions. - Custom templates may intentionally repeat content. - Removing a model-facing working-directory sentence does not change filesystem, command, sandbox, or permission configuration. - The worker bypass applies only to same-origin development module paths. Cache-policy tests preserve private-response handling and production asset caching. Mounted HTTP fixture changes remain test-only. - This PR does not claim measured token savings or statistical equivalence across every harness. ## Model Used OpenAI Codex, exact model gpt-6-astra, with repository tools and code execution. Bounded supporting work used gpt-5.6-luna and gpt-6-luna. The serving context-window size is not exposed in this task. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have described the issue in-PR using the required issue fields - [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 focused local checks and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect these changes - [x] I have considered and documented risks above - [x] All current-head Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups for the current head - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> |
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cceeb0aa66 |
test(runner): add everyday workflow evaluation harness (#13474)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The native runner must support project work, delegation, hiring, and service access. > - Browser tests exposed lost connection access, rejected helper events, and stalled recovery. > - Some eval failures also came from incorrect fixtures and decision controls. > - This pull request fixes those paths and adds eight everyday workflow stories. > - The tests retain observed failures and verify delivered files independently. > - The benefit is repeatable evidence for common user tasks and their remaining gaps. ## Linked Issues or Issue Description Related work: #13404 contains earlier workflow fixes. #13300 and #13470 changed the CI contracts used by the harness security tests. Merged companion: [paperclip-evals#22](https://github.com/paperclipai/paperclip-evals/pull/22). **What happened?** Native ACPX sessions did not receive the assigned connection gateway. Codex helper events could arrive before their spawn receipt and fail thread validation. A parent continuation could take a shared workspace before its child retried. A failed native continuation could leave the task status without a clear recovery blocker. The eval harness also confused tool approvals with new connection requests and could reject a valid delegated download. **Expected behavior** Keep assigned gateway access and its approval checks. Verify helper lineage before accepting helper progress. Let a waiting child proceed before automatic parent recovery. Preserve a failed task's recovery ownership. Grade the actual requested workflow and its delivered files. **Steps to reproduce** Run the everyday workflow suite with the native Codex and Claude profiles. Exercise service approval, connection refusal, delegated project work, and teammate reuse. The commands and case requirements are in `tests/runner-e2e/EVERYDAY-WORKFLOWS.md`. Use `pnpm test:runner-recovery` for controlled crash and replacement cases. ## What Changed - Pass the scoped connection gateway binding through the native ACPX host and sidecar. - Recognize Codex helper lineage from parent metadata and spawn receipts. Verify early helper events with `thread/read`. Keep helper events separate from root completion authority. - Guide agents to use persistent hiring, child tasks, dependency records, and a blocked handoff while waiting for a child. - Defer automatic parent recovery while a child has an active execution path in the same shared workspace. Allow parent recovery when the child needs review. - Record Blocked status and recovery evidence when a failed native continuation needs reconciliation, including existing active or escalated incidents. Preserve their owner and retry budget. - Add eight browser-driven workflow cases. Use real decision controls, explicit child feedback delivery, managed hiring credentials, and independent ZIP checks inside a bounded Docker sandbox. Verify sandbox availability before task creation. Record screenshot SHA-256 at capture. - Keep runner crash probes in controlled recovery tests. Preserve the original failure when cleanup also fails. - Display missing accounting and replay revisions as unavailable. Align harness security assertions with the approved CI changes. - Make the channel-rejection browser fixture bind its file after the send captures its payload. This prevents live refresh from removing the file before the simulated race. ## Verification - Full workspace `pnpm -r typecheck` passed after merging current master. - Runner E2E typecheck passed. Harness unit tests passed: 216/216. - Wake-queue database tests passed: 55/55. The two added existing-incident tests failed before the fix and pass after it. - Docker artifact calibration passed: 12/12. Host-file and host-loopback isolation tests failed before the fix and pass after it. Read-only delivery and output limits are also verified. - Full `pnpm build` passed. Targeted recovery tests passed: 83/83. - The channel-rejection browser test passed five consecutive runs after fixing the fixture race found in CI. - Local general-server (12,351 tests), UI (6,250), CLI (485), and workspace package groups passed. The monolithic run stopped at an unchanged lock-heartbeat fixture race; the isolated workspace group passed on rerun (shared: 747/747). A separate local serialized run passed 97 files before two socket errors in the unchanged issue-list route suite; that suite passed 15/15 on isolated rerun. These local full commands did not finish uninterrupted; the complete CI matrix below covers the remaining suites. - Final head `0fb293733fe307be7e6667ae8f1364077d0c6455`: **34 successful checks, 2 expected skips**, including every server/workspace shard, browser shard, native runner verification, build, and typecheck. [Final CI run](https://github.com/paperclipai/paperclip/actions/runs/34989136700). - Greptile reviewed this exact head at **5/5**; all review threads are resolved. Both Superagent security checks are successful. - ACPX credential-boundary tests passed: 118/118. Superagent accepted the runner/sidecar versus provider-environment trace and cleared its finding. - The latest paid local campaign on source `f6a2fdf7ac2af859826a2ae627ff4125a5478529` passed 22/24 cases: Sol 8/8, Claude 7/8, Mini 7/8. These results predate the merge with current master. - The two remaining failures are in `hire-reuse`: Claude exceeded the attempt deadline during final review; Mini made invalid deliverable tool calls and remained Blocked. - Six Daytona cases were not run because the matching immutable runner image was unavailable. This PR does not claim new remote model results. ## Risks The changes affect connection admission, helper identity, and recovery scheduling. Assigned gateway grants and user approval still govern service calls. The workspace admission gate still exists; the broader folder-sync design is separate work. Provider behavior can still cause the two recorded hiring failures. No database migration is required. Paid cases are opt-in and have bounded attempt deadlines. Project stories now require Docker and the documented pinned Python image on the harness host. ## Model Used OpenAI `gpt-6-astra` performed implementation, diagnosis, and substantive review. OpenAI `gpt-5.6-luna` assisted with verification, PR preparation, and review tracking. Both used repository tools and code execution. Context-window sizes were not recorded. ## 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 (focused checks and isolated reruns; full-run limitations are documented above) - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: OpenAI GPT-5.6 Luna <noreply@openai.com> Co-authored-by: Paperclip <noreply@paperclip.ing> |
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Dotta
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bcc6fe7a44 |
fix(runner): restore multi-turn remote sessions (#12840)
## Thinking Path > - Paperclip manages AI agents and their work. > - The runner executes agent turns on local and remote providers. > - A remote per-turn session must save its state before Paperclip releases its sandbox. > - The session runtime returned after 100 milliseconds while the remote checkpoint still ran. > - The next turn also checked the local state path instead of the verified remote backup. > - This pull request waits for the bounded remote close and accepts only a verified suspended backup. > - The benefit is reliable multi-turn execution without weaker identity checks. ## Linked Issues or Issue Description **What happened?** A successful remote agent turn released its sandbox before the runner saved the verified continuation backup. The next turn failed with `runner_state_identity_mismatch`. **Expected behavior** Paperclip must finish the bounded remote checkpoint before it releases the sandbox. A later turn must validate and restore the digest-matched suspended backup. **Steps to reproduce** 1. Run a native ACPX Claude Plan test in a non-reusable Daytona sandbox. 2. Reject the first plan to start a second turn. 3. Observe that the second turn fails before provider execution. **Paperclip version or commit** The failure reproduced at `13775a90b078ff64872f50961ea1b83d575e7bc6`. **Deployment mode** GitHub Actions with a Daytona sandbox. ## What Changed - Wait for the internally bounded remote runner close and checkpoint before the host returns. - Preserve the existing short cleanup bound for other providers. - Validate remote continuation lifecycle from a complete digest-verified backup when local runner state is absent. - Keep corrupt, non-suspended, mismatched, and unverified state fail-closed. - Make native Plan completion and accepted-Plan wake prompts deterministic. ## Verification - A prior 45-cell local campaign passed 44 cells. The only failure was the OpenCode Plan prompt variance fixed here. - A focused OpenCode local Plan rerun passed. - ACPX Claude Daytona message and question cells passed. - Focused regressions cover delayed checkpoint close and verified remote backup lifecycle. - GitHub Build and the focused ACPX Claude Daytona Plan cell will validate this exact head. ## Risks Remote runnerd sessions now wait for their internally bounded close/checkpoint path before returning; generic provider cleanup retains the existing 100 millisecond bound. Durable run success still cannot be reversed. The environment release guard still blocks sandbox destruction when no verified backup stamp exists. ## Model Used OpenAI Codex, GPT-5.6, extended reasoning, with code execution and GitHub Actions inspection. ## 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 and contains no internal task id - [ ] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [ ] 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 findings - [ ] I will address all Greptile and reviewer comments before requesting merge |
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Dotta
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5716fe907e |
test(runner): add full-stack acceptance and eval gates (#12700)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The runner subsystem executes agent work across local and managed provider backends. > - The lower pull requests restore the task runtime, provider backends, and managed-provider control plane. > - The restored system needs repeatable full-stack checks before it can ship safely. > - Paid live checks also need clear access, cost, and secret controls. > - This pull request adds acceptance, live evaluation, chaos, and release gates for the restored runner stack. > - The benefit is measurable runner parity with safer release decisions. ## Linked Issues or Issue Description **Subsystem affected** Cross-cutting. This change covers runner tests, release workflows, server contracts, and evaluation tools. **Problem or motivation** The runner stack did not have one complete acceptance surface for native Codex, ACPX, Claude Managed, and AWS AgentCore. Release checks could miss provider drift, task-view regressions, cost-policy errors, and destructive cleanup errors. **Proposed solution** Add a 57-cell full-stack catalog, a Daytona image, and opt-in paid workflows. Add live evaluation, chaos, cost-limit, redaction, and release contract checks. Add AWS AgentCore infrastructure and guarded provisioning tools. Keep the native runner experimental flag off by default. **Alternatives considered** We considered manual smoke tests only. They do not give repeatable evidence and they do not protect release branches. We also considered one large pull request. The stacked pull requests keep each review below the Greptile file limit. **Roadmap alignment** This work supports the shipped Cloud / Sandbox agents milestone and the shipped Agent evals & feedback milestone in `ROADMAP.md`. Related stack: - #12699 adds managed provider backends and lifecycle support. - #12691 adds qualified OpenCode and ACPX provider backends. - #12685 restores task runtime rendering and steering. ## What Changed - Add the runner full-stack harness with 57 catalog cells and 60 unit tests. - Add a Daytona runner image with digest-pinned base images and base-aware image-content checks. - Add guarded live evaluation and chaos workflows with a fixed 40-execution matrix; live and full-stack paid schedules now run only on Sundays or by manual dispatch. - Add in-flight reported-usage cost stops, post-turn cost caps, exact-threshold failure classification, secret redaction, retry classification, and actor authorization. - Reattach stream and hard-budget listeners before restart-recovery continuations so restored paid sessions cannot bypass in-flight interruption. - Preserve OpenCode usage and cost across tool-loop messages and turns while exposing an explicit current-run delta to durable accounting. - Keep PNG/WebM evidence in access-controlled artifacts only, reject SVG, and publish only pruned inert structured per-attempt evidence. - Add AWS AgentCore infrastructure, provisioning checks, and smoke tools; reject unsafe model identifiers, require exact stack ownership markers, and make failed-stack replacement explicit. - Add evaluation-session contracts and capability reports. - Add release workflow checks for immutable action pins, frozen dependency installs, exact weekly cron shape, paid-run guards, provider-secret isolation, and chaos test paths. - Reauthorize the original and triggering numeric actor IDs as the first step of every provider-secret job, including partial reruns, before checkout or provider access. - Give each full-stack matrix cell only its matching provider credential, expose Daytona only to Daytona cells, and disable shared dependency caches anywhere paid credentials or OIDC write access are present. - Protect the legacy manual E2E workflow with the same default-branch, allowlist, environment, and per-job authorization boundary. - Rotate live-eval candidates by week and retain 120 days of compatible history so the seven-week trend window remains viable. - Restore the root runner-acceptance commands and reconcile reported snapshots, raw receipts, and terminal usage without double counting or losing late usage. - Mark ACPX token deltas exact only when every budget field is present, keep cumulative cost/request authority separate, reject non-USD cost labeling, and include thought tokens in output-token budgets. - Keep `enableNativeRunner` off by default. The acceptance harness enables it only in its isolated test instance. ## Verification Passed locally: - `pnpm --filter @paperclipai/paperclip-runner typecheck` - `pnpm test:runner-acceptance:typecheck` - `pnpm test:runner-acceptance` (19 tests) - focused OpenCode proxy, driver, runnerd transport, live-session, and turn-stream tests (106 tests) - `pnpm --filter @paperclipai/paperclip-runner exec vitest run src/live/clean-room-server.test.ts` (22 tests) - `pnpm test:e2e:runner:typecheck` - `pnpm test:e2e:runner:unit` (62 tests) - `node --test scripts/__tests__/release-verify-workflow.test.mjs` - `pnpm --filter @paperclipai/paperclip-runner test:runner-workflow-evals` (22 tests) - `pnpm -r typecheck` - `pnpm build` - `node --test packages/paperclip-runner/scripts/aws-agentcore-provisioning.test.mjs` (6 tests) - `git diff --check` - `cargo test --manifest-path packages/paperclip-runner/runner/Cargo.toml -p paperclip-runner-core --lib --locked` (161 tests) - focused ACPX provider-event tests (10 tests) - The rebased PR changes 92 files. `pnpm-lock.yaml` is unchanged. I did not run paid live provider jobs or provision AWS resources. Those checks need credentials and can create cost. ## Risks The paid workflows can create provider cost. They require an allowlisted original and triggering actor, the protected `runner-e2e-paid` environment, explicit opt-in variables, and cost limits. The four provider credentials exist only in that master-only environment, which requires allowlisted reviewer approval and disables administrator bypass; repository and organization Actions scopes contain no copies. Provider usage arrives after a billable request, so the live guard cannot prevent one request from crossing a threshold. It interrupts immediately on the first reported threshold hit and permits no continuation. Visual evidence can contain secrets rendered as pixels. PNG/WebM remain only in access-controlled workflow artifacts; SVG and per-attempt XML are excluded, and S3/Pages receive a pruned structured dashboard. The AWS scripts can create cloud resources. They use explicit commands, least-privilege roles, KMS encryption, saved nonsecret metadata, and explicit teardown. This pull request does not enable the experimental native runner for existing instances. > 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 with GPT-5. The model used extended reasoning, tool use, code execution, and parallel subagents. ## 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 |