systematic-review-prisma

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Systematic Review PRISMA

系统综述PRISMA

Use this skill when the literature review needs reproducibility beyond a normal narrative SOTA. The goal is inspectable search and screening, not bureaucratic formatting.
当文献综述需要超越普通叙述性SOTA的可复现性时,使用此skill。目标是实现可核查的检索与筛选,而非繁琐的格式规范。

Read First

必读内容

  • references/systematic-review-policy.md
  • references/source-ledger.md
  • references/mcp-catalog.md
  • references/systematic-review-policy.md
  • references/source-ledger.md
  • references/mcp-catalog.md

Workflow

工作流程

  1. Define research questions, review type, inclusion/exclusion criteria, and date range before broad searching.
  2. Record databases and exact query strings in
    sota/search-strategy.md
    .
  3. Export raw search results to
    sources/metadata/
    .
  4. Deduplicate by DOI, arXiv ID, PMID, title, and author/year.
  5. Record screening decisions in
    sota/screening-decisions.csv
    .
  6. Update counts and reasons in
    sota/prisma-flow.md
    .
  7. Promote included works to
    sources/source-ledger.csv
    and
    sota/literature-matrix.csv
    .
  8. Write synthesis in
    sota/synthesis.md
    and gaps in
    sota/gaps.md
    .
  1. 在开展广泛检索前,明确研究问题、综述类型、纳入/排除标准以及时间范围。
  2. sota/search-strategy.md
    中记录数据库和精确的检索字符串。
  3. 将原始检索结果导出至
    sources/metadata/
    目录。
  4. 根据DOI、arXiv ID、PMID、标题以及作者/年份进行去重。
  5. sota/screening-decisions.csv
    中记录筛选决策。
  6. sota/prisma-flow.md
    中更新统计数量及原因。
  7. 将纳入的研究成果移至
    sources/source-ledger.csv
    sota/literature-matrix.csv
  8. sota/synthesis.md
    中撰写综述内容,在
    sota/gaps.md
    中记录研究空白。

Screening Rules

筛选规则

  • Separate title/abstract screening from full-text screening.
  • Keep exclusion reasons short and controlled.
  • Do not silently delete duplicates; count them.
  • If the review is not systematic, label it narrative or scoping.
  • 将标题/摘要筛选与全文筛选分开进行。
  • 排除原因需简短且规范。
  • 不要静默删除重复项,需统计重复数量。
  • 若综述非系统性,需标注为叙述性或范围性综述。

Output Contract

输出约定

At minimum, maintain:
  • sota/search-strategy.md
  • sota/screening-decisions.csv
  • sota/prisma-flow.md
  • sota/literature-matrix.csv
  • wiki/log.md
至少需维护以下文件:
  • sota/search-strategy.md
  • sota/screening-decisions.csv
  • sota/prisma-flow.md
  • sota/literature-matrix.csv
  • wiki/log.md