{"id":"29359a82-13f4-4018-99a7-36f75a74368f","slug":"stat-research-pipeline","kind":"skill","name":"stat-research-pipeline","summary":"Open-source AI skills for AI-assisted statistical research workflows: assumption checks, test selection, modeling, manuscript-section drafting, and review checkpoints.","owner":"VeraSuperHub","repoUrl":"https://github.com/VeraSuperHub/stat-research-pipeline","license":"GPL-3.0","licenseTier":"strong-copyleft","trust":"community","stars":1,"match":null,"fewStars":true,"format":"skill","createdAt":"2026-04-10T03:31:08.000Z","addedAt":"2026-10-21T12:31:53.525Z","logoUrl":"https://avatars.githubusercontent.com/u/266307939?u=43d75a52647dc9ec30607a652b4f20a1b34c3b4f&v=4","linkOnly":false,"collection":null,"skillPath":null,"categories":["data-analytics","developer-tools","writing"],"tags":["academic-writing","ai-agents","data-analysis","latex","manuscript-generation","python","r-language","research-automation"],"runtime":"binary","local":true,"cloudCapable":false,"cloudCapability":"unknown","cloudReadyOnPlatform":false,"needsApiKey":false,"reviewed":false,"syncedAt":"2026-10-23T12:33:12.456Z","sample":false,"url":"https://conduits.dev/tools/stat-research-pipeline","language":"Python","transports":["stdio"],"install":{},"requirements":{"env":[],"upstreamMayCharge":false},"tools":null,"readme":"# Statistical Research Pipeline\n\nOpen-source statistical research skills for Claude Code and Codex-compatible workflows.\n\nThis repository packages the Vera data/statistical research skill family for outcome detection, assumption checks, primary test selection, extended modeling, SEM workflows, manuscript-section drafting, LaTeX-ready artifact assembly, and review checkpoints.\n\nVera structures the execution layer. Researchers own study design, assumptions, interpretation, and submission decisions.\n\n## Skill Inventory\n\n### Reviewing Skills\n\n| Skill | Domain | Role |\n|---|---|---|\n| `vera-data-binary-reviewing` | Binary | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-cfa-reviewing` | CFA | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-continuous-reviewing` | Continuous | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-count-reviewing` | Count | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-doe-reviewing` | DOE | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-growth-reviewing` | Growth/change | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-meta-reviewing` | Meta-analysis | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-multivariate-reviewing` | Multivariate | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-nominal-reviewing` | Nominal | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-ordinal-reviewing` | Ordinal | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-path-reviewing` | SEM path | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-repeated-reviewing` | Repeated | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-survival-reviewing` | Survival | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n| `vera-data-timeseries-reviewing` | Time series | Review inputs, assumptions, primary-test readiness, reporting constraints, and evidence quality. |\n\n### Generating Skills\n\n| Skill | Domain | Role |\n|---|---|---|\n| `vera-data-binary-generating` | Binary | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-cfa-generating` | CFA | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-continuous-generating` | Continuous | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-count-generating` | Count | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-doe-generating` | DOE | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-growth-generating` | Growth/change | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-meta-generating` | Meta-analysis | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-multivariate-generating` | Multivariate | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-nominal-generating` | Nominal | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-ordinal-generating` | Ordinal | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-path-generating` | SEM path | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-repeated-generating` | Repeated | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-survival-generating` | Survival | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n| `vera-data-timeseries-generating` | Time series | Run extended model workflows and generate methods/results artifacts with traceable outputs. |\n\n### Pipeline Skills\n\n| Skill | Workflow | Role |\n|---|---|---|\n| `vera-data-application-pipelining` | Application | Coordinate multi-step statistical research execution, artifact assembly, and review checkpoints. |\n| `vera-data-cfa-pipelining` | CFA | Coordinate multi-step statistical research execution, artifact assembly, and review checkpoints. |\n| `vera-data-growth-pipelining` | Growth/change | Coordinate multi-step statistical research execution, artifact assembly, and review checkpoints. |\n| `vera-data-methodology-pipelining` | Methodology | Coordinate multi-step statistical research execution, artifact assembly, and review checkpoints. |\n| `vera-data-path-pipelining` | SEM path | Coordinate multi-step statistical research execution, artifact assembly, and review checkpoints. |\n\n## Install\n\nClone the repository:\n\n```bash\ngit clone https://github.com/VeraSuperHub/stat-research-pipeline.git\n```\n\nClaude Code users can import `vera-stat-research.plugin` with the Claude Code plugin flow.\n\nCodex users can install the extracted skill folders directly:\n\n```bash\nmkdir -p ~/.codex/skills\ncp -R vera-stat-research-skillset/vera-data-* ~/.codex/skills/\n```\n\nYou can also copy a single folder from `vera-stat-research-skillset/` if you only need one skill.\n\n## Repository Contents\n\n| Path | Purpose |\n|---|---|\n| `vera-stat-research-skillset/` | Extracted skill folders for direct inspection, editing, or Codex installation. |\n| `vera-stat-research.plugin` | Claude Code plugin bundle rebuilt from the same extracted skills. |\n| `PLATFORM-COMPATIBILITY.md` | Runtime mapping for Claude Code, Codex, and fallback behavior. |\n| `CROSS-SKILL-INTERFACE.md` | Handoff contract between reviewing and generating skills. |\n\n## Workflow Shape\n\n```text\nReviewing skills -> Generating skills -> Pipeline skills\n      |                    |                   |\n assumptions       extended models       manuscript assembly\n primary tests     comparisons           review checkpoints\n```\n\nThe skills are designed to support reproducible statistical execution, not to replace statistical judgment. Treat generated methods, results, and interpretation drafts as reviewable artifacts that need domain-owner approval before use.\n\n## License\n\nGPL-3.0. See [LICENSE](LICENSE).\n"}