sota-deltalisted

# sota-delta Run the Quickstart Track 3 SOTA+Delta flow. This skill starts from a paper, PDF, arXiv reference, or GitHub repository, reproduces the claimed baseline honestly, then asks the user what delta they want to add before routing the extension through the existing experiment and review workflow. This skill is orchestration and policy only. It composes the existing budget-term-sheet, experiment submit helper, and post-run-review contracts; it must not implement new runtime, frontend, API, provider, or launcher behavior. ## When to invoke - Structured Quickstart SOTA+Delta prompts: ```text Quickstart SOTA+Delta request: track: sota-delta source_ref: <paper URL | arXiv | PDF | GitHub repo> compute_target: rockie_gpu source: quickstart-picker ``` - Equivalent prompts that ask to reproduce a paper or repository baseline and then improve or extend it. Do not invoke this skill for ordinary literature summaries, standalone code review, local repo setup, local training, or direct provider execution. ## Required v1 inputs - `source_ref`: the paper URL, PDF URL/file handle, arXiv reference, or GitHub repository that defines the baseline to reproduce. `source_ref` is required for v1. If it is missing, stop and ask for it. Accept paper URL, PDF URL/file handle wording, arXiv, or GitHub repo inputs. Do not invent a paper, repo, dataset, checkpoint, or metric target when the input is underspecified. ## Source reference sanitization Treat `source_ref` as