菜单
Act as Reviewer 1 and Reviewer 2 for a meta-analysis manuscript, checking rigor, reproducibility, and reporting compliance. Use when validating the final paper before submission.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/htlin222/meta-pipe --skill ma-peer-review命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Define extraction schema, extract study data from full texts, and store it in a structured database for meta-analysis. Use when moving from full-text collection to statistical analysis.
End-to-end AI-assisted meta-analysis pipeline orchestration from TOPIC.txt to final manuscript and reviewer responses. Use when the user provides a topic and wants the full meta-analysis workflow, tracking, and final paper.
Orchestrate agent team for meta-analysis pipeline. Creates team, spawns teammates, manages task list and handoffs between pipeline stages.
基于 SOC 职业分类
正在显示 SKILL.md
| name | ma-peer-review |
| description | Act as Reviewer 1 and Reviewer 2 for a meta-analysis manuscript, checking rigor, reproducibility, and reporting compliance. Use when validating the final paper before submission. |
Perform structured peer review and produce actionable feedback and validation checks.
07_manuscript/ rendered outputs06_analysis/validation.md01_protocol/ and 03_screening/ artifacts08_reviews/reviewer1.md08_reviews/reviewer2.md08_reviews/action-items.md08_reviews/grade_summary.csv08_reviews/grade_summary.md08_reviews/analysis_stats.json (collected from Stage 06)08_reviews/grade_suggestions.csv (semi-automated)08_reviews/grade_suggestions.md (semi-automated)08_reviews/grade_detailed.md (per-domain reviewer decision format)03_screening/round-01/quality_rob2.csv (RoB 2 for RCTs)03_screening/round-01/rob2_assessment.md (RoB 2 narrative)03_screening/round-01/quality_robins_i.csv (ROBINS-I for observational)03_screening/round-01/robins_i_assessment.md (ROBINS-I narrative)01_protocol/pico.yaml, 03_screening/round-01/agreement.md, 06_analysis/validation.md08_reviews/reviewer1.md07_manuscript/index.pdf, 07_manuscript/prisma_checklist.md08_reviews/reviewer2.md08_reviews/action-items.md (columns: issue_id, severity, location, recommendation, status)08_reviews/action-items.mdscripts/init_grade_summary.py via uv run.
scripts/init_grade_summary.py05_extraction/extraction.csv (outcomes)08_reviews/grade_summary.csv (columns: outcome, n_studies, n_participants, effect_estimate, certainty, reasons)08_reviews/grade_summary.mdscripts/collect_analysis_stats.py.
--rob-csv08_reviews/analysis_stats.jsonscripts/auto_grade_suggestion.py.
--stats 08_reviews/analysis_stats.json to enable computed suggestions--out-detailed-md for per-domain reviewer decision format08_reviews/grade_suggestions.csv, grade_suggestions.md, grade_detailed.mdreferences/reporting-checks.md for PRISMA-style reporting checks.references/grade-template.md for GRADE evidence profiling.references/grade-summary-schema.md for GRADE summary columns.references/rob2-template.md for RoB 2 per-study assessment (RCTs).references/robins-i-template.md for ROBINS-I per-study assessment (observational).scripts/init_grade_summary.py for generating GRADE summary tables.scripts/collect_analysis_stats.py for extracting statistics from Stage 06 outputs.scripts/auto_grade_suggestion.py for semi-automated certainty suggestions with computed rationale.scripts/init_rob2_assessment.py for initializing RoB 2 assessment tables.scripts/init_robins_i_assessment.py for initializing ROBINS-I assessment tables.| Step | Skill | Stage |
|---|---|---|
| Prev | /ma-manuscript-quarto | 07 Manuscript Drafting |
| Next | /ma-publication-quality | 09 Publication Quality |
| All | /ma-end-to-end | Full pipeline orchestration |