review-synthesis SKILL.md skillA
review-synthesis from qiaomiaojoe/ai-academic-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qiaomiaojoe/ai-academic-workflow/review-synthesis@git:20261024.9392fe3Pins git:20261024.9392fe3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qiaomiaojoe/ai-academic-workflow
- Path
skills/review-synthesis/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261024.9392fe3, committed Oct 24, 2026
- First version recorded
- Aug 6, 2026
- Size
- 17,686 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
综述文章的证据综合（乔淼PhD · AI学术训练营 · AI学术工作流 · 综述文章工作台 阶段③）。把最终纳入的文献全文综合成 证据综合.md：按 综述选题.md 锚块的 review_type 三路分流——systematic 走 meta-analysis（效应量/异质性/敏感性/发表偏倚/偏倚风险/GRADE）或降级为 SWiM 定性系统综述；semi-systematic 走主题综合与 meta-narrative（RAMESES）；integrative 走概念整合出新框架（Torraco）。方法锚 Snyder (2019) + Cochrane Handbook + RAMESES + Torraco (2005)。**这是综述文章专用，不要用实证论文的 data-analysis-round / analyze-quantitative-data 代替**（那两个锚的是单研究数据分析，没有效应量合成）。Trigger on："综合我的综述语料库"、"做 meta-analysis"、"把纳入文献综合成研究发现"、…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Review Synthesis · 综述文章的证据综合 把**最终纳入的研究**综合成 `证据综合.md`——综述文章的 Results/Synthesis 节的权威输入（下游 `review-draft` 直接用）。 **三型三方法，由 `综述选题.md` 机器锚块的 `review_type` 决定，不得中途换型。** | review_type | 报告规范 | 综合路线 | |---|---|---| | systematic | PRISMA (+ SWiM) | 可合成 → meta-analysis；不可合成 → 结构化叙事综合（SWiM） | | semi-systematic | RAMESES | 主题综合 / 内容分析 / meta-narrative | | integrative | Torraco (2005) | 批判性概念整合 → 新框架 / taxonomy / 议程 | ## 调用约定（独立运行） - **输入**：① `选题/综述选题.md`（锚块定型 + RQ + 纳入标准）；② 纳入集——`文献/检索筛选/筛选决定.csv` 中 `final_decision = include` 的记录；**人还没填 `final_decision` 时用 `ai_decision = include`**（上游是摘要层定稿模式，`ai_decision` 就是纳入决定），并在产出里写明纳入集尚未经人工确认；③ 这些研究的全文——**由本 skill 的 Step 0.5 负责获取**，上游 `sr-search-record` 不取全文。 - **输出**：默认项目的 `数据/`（按项目 AGENTS.md「文件放哪」表——综述里文献就是数据；没有项目结构时落当前工作目录）；`证据综合.md` 是唯一正式产出，中间产物带 `综合-` 前缀、多轮不覆盖。项目说明里约定了 `RV_综述/` 子树的老项目，以项目约定为准（选题 `RV_综述/01_选题/选题.md`、台账 `RV_综述/02_检索筛选/`、产出 `RV_综述/03_综合成文/研究发现.md`）。 - **特意不叫 `研究发现.md`**：同一个项目里可以既写实证论文又写综述文章，`数据/研究发现.md` 是实证论文那条线的产出（`findings-synthesis`），同名不同义，覆盖了从文件名看不出来，下游成文会写出内容错位却看着正常的初稿。**不要写进或读取 `数据/研究发现.md`。** - **不要求 `方法/`**。综述项目没有研究设计初稿——RQ、变量、分层维度一律从 `综述选题.md` 和抽取表来，**不要去找 `研究设计初稿.md`**。 …
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/review-synthesis@sha256:5c6393122738acacThe line at the top of this page pins the label git:20261024.9392fe3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_i5eghqohzex7ytkh)
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Versions
The registry has recorded 5 versions of this file, between Aug 6, 2026 and Oct 24, 2026, about one every 20 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261024.9392fe3 latest | 2026-10-24 | 9392fe3 | 17,686 B | A | view · diff |
| git:20261023.c385d52 | 2026-10-23 | c385d52 | 16,997 B | A | view · diff |
| git:20261015.26ae0d2 | 2026-10-15 | 26ae0d2 | 16,836 B | A | view · diff |
| git:20261015.61b50d3 | 2026-10-15 | 61b50d3 | 15,538 B | A | view · diff |
| git:20260806.db9e8fc | 2026-08-06 | db9e8fc | 15,366 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17686 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
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Source
qiaomiaojoe/ai-academic-workflow · 10 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i5eghqohzex7ytkh GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/review-synthesis GET https://markdownregistry.com/api/v1/blob/5c6393122738acac9ae325f448dcb91aeef75acddcbfa545c79f42bdde2bb0a1
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Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.