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| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
 DottaandPaperclip
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c723bb4dfc |
fix(skills): reuse validated runtime revisions during preparation (#13042)
## Thinking Path > - Paperclip manages AI agents and prepares their runtime inputs before each turn. > - Shared company skills are part of those inputs for native and legacy adapters. > - Runtime materialization refreshed the full inventory again for every declared file. > - Remote skill directories were also downloaded and rebuilt on every turn. > - Measured preparation took 42–73 seconds while runner execution took 7–9 seconds. > - This change reads the inventory once and reuses validated installed revisions. > - Agents retain their selected skills while repeated preparation avoids upstream work. ## Linked Issues or Issue Description **What happened?** One 114-skill preparation performed 407 inventory refreshes, 48 directory rebuilds, and 388 GitHub file fetches. Reusing existing local copies took 151 ms. **Expected behavior** Each listing refreshes inventory once. Unchanged installed remote revisions reuse complete, validated local copies. Local edits remain visible. Explicit updates select new revisions. **Steps to reproduce** 1. Import GitHub skills with supporting files. 2. Run an agent turn, then run another with the same installed revisions. 3. Observe repeated inventory scans, downloads, and runtime directory replacement before execution. Related prior attempts: #2330 and #9268 (still open; #9268 last updated July 9). Those use a marker compared with `updatedAt`. This patch follows the required content validation, immutable revision, company isolation, atomic publication, and read-only semantics, and removes refresh-per-file multiplication. ## What Changed - Split public file reading from reading an already loaded skill. Runtime listing refreshes inventory once. - Add a company-scoped revision cache with file manifests outside the delivered skill directory. Fingerprints omit cosmetic metadata. - Validate exact file inventory, sizes, and hashes before warm reuse. Reject traversal and symlinks. Stage complete builds and serialize atomic publication across processes. - Preserve local/catalog direct sources, stored Markdown fallback, explicit version snapshots, and legacy mutable-ref compatibility. Report missing supporting files and keep older valid revisions readable. - Clean both runtime layouts on rename/removal and record `skills.prepare` under preparation timing. - Add service/cache regressions and an isolated 114-skill benchmark, including a new-process warm run. ## Verification - Final targeted skill-service/cache/trace validation: 86 tests pass (61 embedded-PostgreSQL service tests, 19 cache tests, 6 trace tests). Database tests executed rather than skipped. Focused skill routes, adapter selection, and native runtime context also pass. - `pnpm -r typecheck` and `pnpm build` pass locally at `22caa1fe4`. - The full `pnpm test:run` matrix passes on supported Linux CI at the final head: [CI run](https://github.com/paperclipai/paperclip/actions/runs/34236097762). Local full-suite execution encountered PostgreSQL startup contention, a random allocated-port boundary, and a socket hang-up; every affected suite passed on an isolated rerun. The interrupted local serialized run is not claimed as a complete local pass. - Repeatable benchmark: `pnpm --filter @paperclipai/server exec tsx ../scripts/benchmark-skill-preparation.ts`. Mixed 114-skill inventory with 429 remote files on Linux: cold 286 ms, warm median 96 ms / maximum 153 ms including a new process. Every warm sample performs one refresh, zero upstream fetches/rebuilds, and reports no missing entries; content assertions pass. - Controlled deployment against the previously deployed revision completed with zero lost runs. Real inventory: 114 skills, 670 declared files; 402 cached files match the prior installed copies byte-for-byte. Ten post-deployment warm preparations: median 129 ms / maximum 208 ms; new-process warm 194 ms, zero downloads/rebuilds/missing entries. - Five sequential real browser questions persisted in 10.6–20.7 s (median 12.2 s), versus 50–83 s before. Skill preparation median 240 ms, with one 2.37 s outlier. Total preparation median 3.337 s / maximum 8.728 s **does not fully meet** the <3 s / <5 s target. The excluded historical-run redaction query takes about 1.36 s per scan at two preparation call sites; wider application latency coincided with the outlier, without a cache rebuild. These residuals are reported rather than discarded. - Disposable skill reimport verified through actual selected-skill runs: the next run read the changed code. Fixture removed and agent configuration verified unchanged. - Greptile 5/5, zero unresolved review threads, all final-head CI checks green. ## Risks - Cold preparation still requires upstream availability for supporting files. An unavailable revision is reported missing and never falls back to an older revision. - Valid older revisions and quarantined invalid entries consume additive disk space until skill cleanup. An abruptly killed publisher can leave a lock that requires operator cleanup after confirming its PID is dead. - Warm validation reads all cached file bytes. Very large inventories still have proportional local I/O cost. - No HTTP API, schema, agent configuration, or first-party Telemetry changes. OpenTelemetry retains its operator endpoint gate. ## Model Used OpenAI GPT-6 in Codex, with reasoning, repository inspection, code editing, and test execution. The exact serving snapshot 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 (targeted and isolated reruns; full Linux CI matrix passes, local full-run caveats 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: Paperclip <noreply@paperclip.ing> |
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DottaandPaperclip
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1cc45086d3 |
feat: use the responsible person's GitHub for shared agent operations (#13005)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Several people can send instructions to the same agent and task. > - A fixed GitHub token in the provider process can keep the first person's access after another person's message is accepted. > - Task ownership cannot select credentials for each accepted instruction or preserve the identity of an operation already in progress. > - This pull request records ordered execution identity contexts and resolves credentials when managed Git, gh, or GitHub tools start. > - The benefit is automatic personal GitHub access for shared agents, with durable continuation rules and no teammate credential fallback. ## Linked Issues or Issue Description **Subsystem affected** Cross-cutting: orchestration, connection grants, database, runtime adapters, native runners, and run details. **Problem or motivation** A shared agent must use the person whose instructions it has accepted. A queued message must retain its author. A retry or approval without new instructions must retain the originating identity. GitHub must remain optional for ordinary work. **Proposed solution** Persist execution identity separately from task ownership. Give new processes a run-scoped broker capability and token-free managed launchers. Capture identity at operation start. Keep an explicit dedicated-agent grant as an override. Show redacted diagnostics in run details. **Alternatives considered** Per-task ownership, fixed provider tokens, and mutable repository author configuration do not handle accepted steering or concurrent operations. A manual account-selection action would add unnecessary setup to each turn. **Roadmap alignment** This completes the existing Multiple Human Users, MCP Tool Gateway & Apps, Secrets Manager, and Self-healing Runs capabilities. The implementation follows the maintainer-approved plan. Related work: Refs #12843, Refs #12907. Existing proposals #4618 and #8945 cover per-agent or per-worktree author configuration. This change instead follows the accepted human instruction across runtime types. Refs #11831 for governed personal connection delegation; this change preserves connection audience checks and does not use standing delegation as a personal credential fallback. ## What Changed - Add durable, ordered identity contexts and active run references. Preserve message authors through consolidation, steering, retries, delegation, approvals, routines, and restart. - Add an authenticated operation-time GitHub credential broker and local/remote managed git and gh launchers. Keep personal tokens out of the long-lived provider process. - Resolve GitHub gateway and server-side Git operations through the same responsible-person or dedicated-grant selection rules. - Make absent and unavailable GitHub credentials non-blocking at generic startup. Clear host and prior-person credentials. Keep anonymous Git access where supported. - Add run-detail identity history and the dedicated-account warning. Keep task ownership and queue-versus-steer decisions unchanged. - Preserve personal OAuth declarations through connection edits. Retain exact selected grants in the gateway. - Fix continuation races found during real acceptance: verify a warm owner before credential rotation, and wait for bounded durable runner suspension before the next run starts. - Make migrations replay-safe. Retain identity through agent/run deletion, remove it with its company, and clean terminal launcher directories before releasing execution environments. Document coordinated release and rollback. ## Verification - Full workspace typecheck, build, and token gates passed. The complete local suite passed in its normal test groups: 17,120 passing tests, including all 143 serialized server suites. After integrating the newly merged runner API work, full local typecheck and build passed again, along with 890 focused integration tests. All 31 checks on the integrated revision passed, including build, browser E2E, release registry, canary dry run, typecheck, security and all test suites. Greptile is 5/5 with all review threads resolved. - Current focused checks passed: 142 native executor tests, 67 runtime lifecycle tests, 9 durable identity tests, 75 credential/routine tests, 19 low-trust/resumption tests, and the executable migration replay test. - Authenticated browser acceptance with two Paperclip users and two GitHub accounts on one shared native agent passed. Real commits and pushes followed A → B accepted steering → queued A continuation in the same saved conversation. GitHub commit author and committer identities matched all three operations. Both runs succeeded and task ownership stayed unchanged. - Real GitHub MCP calls switched from A to B after accepted steering. A delegated subtask retained its originating identity across a server restart. - Disabling B's GitHub connection left ordinary work successful. Managed gh was unauthenticated and the provider had no inherited GH_TOKEN or GITHUB_TOKEN. - The browser displayed run-detail diagnostics and the exact dedicated-account warning. A final controller-restart check followed by another-person continuation retained the conversation, selected the correct GitHub login and Git author, and removed each terminal launcher directory. - Company-lifetime migration and all five previously failing CI suites passed locally (167 tests). Same-token gateway A → B → A and six broker/launcher boundary tests passed. - Remote callback, launcher, sandbox, and runtime contract tests passed. Both native and legacy Codex completed actual Daytona executions on the integrated revision ([campaign results](https://github.com/paperclipai/paperclip/actions/runs/34155056509)). The remote package-manager shim staging regression also passed locally. ## Risks - Deploy the migrations, server broker, launchers, and runner artifacts together. Existing processes finish with their original contract. New managed processes need the broker endpoint for GitHub operations. - Finish or stop new managed executions before rolling application code back. Keep the additive schema and identity history during rollback. - Scripts that require a persistent raw GH_TOKEN must use managed git, gh, or GitHub gateway tools. Run capabilities authorize code executing within that run to acquire its current identity; this is not hostile-code isolation within one execution principal. Managed commands prevent automatic credential carryover; arbitrary code deliberately copying a credential is outside that boundary. - Uncertain steering acknowledgement deliberately holds new credential acquisition until reconciliation. Already-started operations retain their captured identity. - GitHub private access and provider outages can still fail the specific operation that needs them. Dedicated grant failure does not fall back to personal access. ## Model Used OpenAI GPT-6 through Codex assisted implementation, review, shell execution, and browser acceptance. The exact model variant and context-window size are not exposed in this session. Tool use included TypeScript and Rust tests, database integration tests, GitHub CLI, and authenticated browser control. ## 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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86ebdf842e |
fix(runner): keep agents running when app connections expire (#12670)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Agents can receive governed access to connected apps through the runtime MCP gateway. > - A connected app can become unavailable when its sign-in expires or its health state needs attention. > - The native runner treated that optional app state as a fatal runtime setup error. > - One unavailable app could therefore stop all unrelated agent work. > - This pull request removes the fatal dependency and keeps the available app assignment immutable. > - The benefit is that an agent can continue its work while the stream tells the user which app needs reconnection. ## Linked Issues or Issue Description **What happened?** An agent could not start a native run when one assigned app connection was disabled, degraded, failed, or missing its secret. Runtime context creation or MCP delivery threw an error before the agent could do unrelated work. **Expected behavior** The run must continue without the unavailable app. Healthy assigned apps must remain available. The stream must explain which app needs reconnection. A changed assignment must not give a native run new access after its immutable context is captured. **Steps to reproduce** 1. Assign an MCP app connection to a Paperclip Runner agent. 2. Set the connection to a state that needs attention, such as `degraded`. 3. Start a task run for that agent. 4. Observe that native runtime setup fails before the agent starts. **Paperclip version or commit** Reproduced from `ee2a19062`. The branch is rebased on `dda4dff64`. **Deployment mode** Local development from source with embedded Postgres. No matching public issue or open pull request was found in the GitHub search. ## What Changed - Filter unavailable assigned app connections from the immutable native runtime MCP snapshot. - Keep healthy assigned connections and their tools in the snapshot. - Replace the fatal native MCP availability check with an optional stream warning callback. - Withhold MCP delivery when the current assignment digest does not match the captured native context. - Prevent a warning delivery failure from stopping the agent run. - Add regression tests for disabled, degraded, mixed healthy and unavailable, and assignment-drift cases. ## Verification - `pnpm exec vitest run server/src/services/native-runtime/runtime-context.test.ts server/src/__tests__/heartbeat-runtime-mcp-servers.test.ts` passes with 8 tests. - `pnpm -r typecheck` passes. - `pnpm check:token-gates` passes. - `pnpm build` passes. - `pnpm test:run` was attempted. Unrelated workspace runtime and port-exposure tests failed on this macOS host. The same files also failed when run without the changed MCP tests. The changed MCP tests remained green. Clean GitHub CI is the final full-suite check. ## Risks - Low migration risk. This change has no schema or API contract migration. - An unavailable app is absent from the run MCP surface until it is reconnected and a later run captures it again. - Assignment drift fails closed. The agent keeps running, but the changed gateway is not delivered. - This pull request does not auto-block the issue before the agent decides that the app is required. It emits reconnect guidance in the stream. The existing connection-request interaction remains the path for a required app. > 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-5.6-sol`, with high reasoning, repository tools, code execution, and browser automation. The runtime did not expose the context-window size. ## 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 - [x] I will address all Greptile and reviewer comments before requesting merge Co-authored-by: Paperclip <noreply@paperclip.ing> |
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Dotta
|
131f5c4065 |
feat(runner): add administration and observability (#12641)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Administrators need bounded controls for experimental native execution. > - The lower stack adds remote Codex execution and the task workspace. > - Operators need to configure Codex safely and inspect provider traces. > - Unsupported providers must not appear as runnable choices. > - This pull request adds Codex-only administration and observability. > - The benefit is a default-off operational surface for production diagnosis. ## Linked Issues or Issue Description Refs #12640. Refs #12616. Refs #12352. **Subsystem affected** Agent configuration, instance experimental settings, run ledger, provider trace inspector, and administrator actions. **Problem or motivation** The native runner lacks one safe operator surface for Codex permissions, lifecycle, raw trace capture, and run inspection. The integration branch also contains provider choices that the production backend cannot execute yet. **Proposed solution** Expose only the qualified Codex controls. Keep Paperclip Developer Mode and runner preview ingress off by default. Gate raw trace actions by administrator access and existing trace authorization. **Alternatives considered** Exposing unfinished providers would create configurations that fail at runtime. Always-on tracing would increase sensitive data and storage risk. **Roadmap alignment** This work supports governed Cloud and Sandbox agents and production diagnostics. ## Stack - Base PR: #12640. - Lower PRs: #12639 and #12638. - This PR contains only its 54-file administration and observability delta. - This is the final feature PR in the Codex production stack. ## What Changed - Added Codex-only Paperclip Runner permission and lifecycle controls. - Added bounded warm idle configuration. - Kept the provider field fixed to Codex. - Added administrator-only one-run raw trace requests. - Added a persistent future-run raw trace toggle. - Added trace status, metadata, ledger, and canonical runner inspection. - Added JSON-RPC request-origin grouping and finalization lineage. - Restored the stateful PRP transcript parser and focused projection tests required by trace inspection. - Added default-off Paperclip Developer Mode. - Added Honeycomb run links for authorized developer mode. - Disabled the legacy operational skill for `paperclip_runner`. - Did not expose OpenCode, ACPX, Pi, Claude Managed, or AWS runner choices. - Did not change migrations, workflows, dependencies, or `pnpm-lock.yaml`. ## Verification - GitHub Actions will run UI tests, server tests, repository typecheck, build, browser tests, security, and policy gates. - Tests cover Codex configuration defaults and bounds, administrator trace actions, persistent settings, ledger inspection, trace lineage, and Honeycomb links. - Existing server trace authorization and retention tests remain the backend authority. - Local tests were not run. The requested verification policy uses GitHub Actions for this series. - `git diff --check runner/task-workspace-experience...HEAD` passes. - The delta contains 54 files. ## Risks - Raw provider traces can contain sensitive provider data. - Existing server authorization controls access, reveal, download, retention, and deletion. - The UI gates trace actions by administrator access and developer mode. - All new instance settings remain off by default. - Fresh Paperclip Runner configuration remains Codex-only. - Direct adapters and legacy task behavior do not change in this PR. > 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-5.6. The work used high-reasoning agent mode, repository tools, GitHub tools, and parallel code-audit agents. ## 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 or instance-local Paperclip issues or links - [x] My branch name describes the change and contains no internal Paperclip ticket id - [ ] 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 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 |
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DottaandDev Agent
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25cf079ec5 |
feat(runner): add Codex-native application integration (#12591)
## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The runner package is useful only when the application can start, observe, and recover a native Codex run safely. > - Existing direct adapters must keep their current execution and finalization paths. > - The application boundary therefore needs additive persistence, authorization, coordination, and recovery behind an explicit experimental adapter. > - This pull request adds that Codex-only boundary without activating generalized providers, remote environments, or the later task/SDK surfaces. ## Linked Issues or Issue Description **Subsystem affected** Shared contracts, database persistence, adapter utilities, server native-runtime services, and the experimental Paperclip Runner adapter. **Problem or motivation** The already-landed runner package has a qualified Codex path, but the application needs durable native-run state, guarded runtime selection, authenticated coordination, tool security, finalization, and recovery before the experimental adapter can be exercised safely. **Proposed solution** Add a Codex-only `paperclip_runner` application path behind the existing default-off native-runner setting. Bind native state and coordination to company/run identity, preserve persisted-run recovery, and leave every direct adapter on its existing legacy execution path. **Alternatives considered** The earlier stack boundary introduced a generalized executor and remote-environment lifecycle here. That made this PR depend on implementations in higher PRs and changed reusable sandbox behavior globally. Those pieces are now deferred together to #12592. **Roadmap alignment** ROADMAP.md does not list a conflicting native-runner integration project. This change adds the application boundary for the existing Runner architecture. ## What Changed - Added native run/result/finalization/provider-trace persistence, shared validators, and idempotent migration/replay coverage. - Added guarded Codex-only runtime selection, authenticated PRP coordination, recovery, finalization, and interaction services. - Added run/company-bound tool-gateway authorization, credential redaction, SSRF protections, and replay-safe behavior. - Added the explicit `paperclip_runner` adapter behind the default-off rollout setting. - Preserved legacy answered-question wake projection and direct-adapter execution/finalization paths. - Hardened cancellation so only owned in-memory child processes are signaled; persisted recycled PIDs/process groups are never trusted. - Retained the narrow Claude ACPX isolated-context security follow-up discovered after #12590. - Deferred the generalized executor, provider ingress, remote lifecycle, SDK/lab/eval work, release-process changes, and lockfile. ## Verification - Changed-file delta against `master`: 133 files. - GitHub Actions is the authoritative verification environment for this PR. - Full CI, security, and Greptile review will run on this lowest unmerged stack PR. - Local tests/build/typecheck were not run because this checkout is resource constrained. - Static diff/reference checks pass, and `pnpm-lock.yaml` is unchanged. ## Risks - This touches central heartbeat and agent-route code, so legacy compatibility is the primary risk. - Runtime selection remains Codex-only and explicit; direct Codex, Claude, OpenCode, process, HTTP, and plugin adapters remain on their existing paths. - Fresh native starts fail closed while the rollout flag is off; persisted native records remain readable and recoverable. - Cancellation, company/run binding, tool calls, status decisions, and completion writes are guarded or replay-safe. > 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. ## Model Used OpenAI Codex, GPT-5.6, with repository tools, code execution, and parallel agent review. ## 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 linked existing issues or described the issue in-PR following the relevant issue template - [x] I have not referenced internal or instance-local Paperclip issues or links - [x] My branch name describes the change and contains no internal Paperclip ticket id - [ ] I have run tests locally and they pass — GitHub Actions is authoritative for this resource-constrained checkout - [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 risks above - [ ] All Paperclip CI and security gates are green - [ ] Greptile is 5/5 with no open actionable findings - [x] I will address all Greptile and reviewer comments before merge ## Stack - Position: 3 of 5 overall; lowest of 3 currently unmerged - Base: `master` - Previous: [#12590](https://github.com/paperclipai/paperclip/pull/12590), qualified Claude ACPX runtime — merged - Next: [#12592](https://github.com/paperclipai/paperclip/pull/12592), generalized Codex executor, task experience, and developer SDKs --------- Co-authored-by: Dev Agent <dev@paperclip.ing> |