--- name: yogsoth-ai-dual-column-self-check description: "Run one of the ML/CS reproducibility checklists (ML Reproducibility Checklist, REFORMS, NeurIPS Paper Checklist, Model Cards, Datasheets for Datasets) against a paper as a reader-side audit, producing a category (Yes/No/NA) plus free-text reason per item. Use this whenever the user wants a reproducibility/completeness self-check run on an ML or CS paper — invoke this directly, it has no study-design gate in this package since these checklists are engineering self-audits, not clinical-study tools" license: "Apache-2.0" metadata: decimalai-skill-id: "2107c745-3af2-4e2f-864b-2e48ea855ae5" decimalai-version-id: "0dcc6b56-3806-47bc-bd35-b1f79e0fd2f3" decimalai-version: "1" decimalai-body-sha256: "27245f6bd076c13b37a6883a6c99384e60ee676d3534f0a48f789bd8ab44aa38" decimalai-name: "yogsoth-ai/dual-column-self-check" decimalai-format: "1" decimalai-invocation: "model" decimalai-category: "research" decimalai-source: "https://app.decimal.ai/s/yogsoth-ai-dual-column-self-check@1/SKILL.md" --- # Dual Column Self-Check Category (Yes/No/NA) + free-text reason per item, across 5 ML/CS reproducibility checklists. Originally author-facing self-certification tools, reversed here for reader-side auditing — each item's framing must be flipped to a question before being answered. ## Execution Subagent — spawned via spawn-agent skill. ## No upstream gate (intentional, not a gap) Unlike `quality-appraisal-checklist`/`reporting-standard-checklist`, this SOP has no in-edge from `study-design-tool-gate` in the graph — its 5 checklists are ML/CS engineering self-audits, not tied to a clinical study design, so no study-design dispatch was ever drawn to it (spec §5's flagged note). Do not add a gate dependency here without revisiting that decision explicitly. ## Available SOPs | SOP | When to use | | --- | --- | | spawn-agent | Spawn a customized CC subagent with full MCP tool access. |