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## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Paperclip Runner needs repeatable evaluation contracts. > - Evaluation code must stay separate from provider launch and production orchestration. > - Offline fixtures need stable compatibility, scoring, traceability, and report rules. > - Published Runner consumers need only the supported evaluation contract surface. > - This pull request adds offline evaluation tooling and a workspace-private matrix kernel. > - The benefit is deterministic evaluation without credentials or paid provider calls. ## Linked Issues or Issue Description Refs #11297 This pull request extracts the offline evaluation unit from the earlier aggregate Runner work. ## What Changed - Add a workspace-private, provider-neutral evaluation matrix kernel. - Add the public `@paperclipai/paperclip-runner/evals` compatibility and native execution contracts. - Add fail-closed runnerd artifact and protocol compatibility checks. - Add deterministic workflow catalogs, scoring, traceability, and report generation. - Add sanitized Codex, OpenCode, and ACPX fixtures. - Add package-boundary and clean-consumer checks. - Add the eval package manifest to the Docker dependency stage. - Add the generated protocol fixture digest without changing the lockfile. ## Verification GitHub Actions must run: - Runner TypeScript and Rust type checks. - Runner unit and protocol tests. - Evaluation kernel tests. - Workflow traceability checks. - Clean-consumer and package-boundary checks. - Repository test, type-check, build, policy, and security gates. No local test command was run. The repository owner requested GitHub-only verification. ## Risks This is a large greenfield review surface with 51 files. The code does not launch a live provider or load credentials. Package and protocol drift fail closed. The workspace lockfile remains under the existing CI-owned process. ## Model Used OpenAI Codex with the GPT-5 agent model. The work used high reasoning, repository inspection, tool use, and parallel code 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 (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [ ] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [ ] 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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README.md
Paperclip Eval Kernel
@paperclipai/paperclip-eval-kernel is the workspace-private, provider-neutral
matrix orchestrator owned by Paperclip Evals. It contains no Paperclip scenario
corpus, provider configuration, product fixture, scorer, or report template.
Consumers pass scenario and candidate values plus execution and scoring
callbacks. Candidate preflight hooks should call the runner package's
assertPaperclipRunnerCompatibility before any provider work starts. This keeps
catalog, protocol, runner-client, control-plane-adapter, testkit, corpus, and
provider-operation incompatibilities explicit.
Paperclip App may consume this package only as a development dependency for CI
or parity tests. @paperclipai/paperclip-runner has no runtime dependency on it.