sr-screener SKILL.md skillA
sr-screener from imbad0202/academic-research-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add imbad0202/academic-research-skills/sr-screener@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- imbad0202/academic-research-skills
- Path
sr-screener/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Oct 10, 2026
- First version recorded
- Oct 3, 2026
- Size
- 33,843 bytes
- Repository stars
- 54,716
- License
- a license file GitHub does not identify
Protocol-driven study screening for systematic, scoping and rapid reviews. Turns a proposal or PROSPERO protocol into confirmed eligibility rules, then screens titles/abstracts and full texts with two blinded AI reviewers and a third-reviewer adjudicator: ordered exclusion codes, no silent defaults, resumable batch runs, QC (seed studies, near-miss rechecks, kappa and PABAK), PRISMA 2020 counts, EndNote/Zotero RIS groups, an Excel log, a methods draft and a literature_corpus handoff to…
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
# SR-Screener v1.0.0 — Protocol-Driven Screening Decisions Screening is where a systematic review quietly loses studies: criteria drift, tired reviewers, records that fall between two batches. This skill makes each screening decision explicit and traceable. The criteria are fixed before any record is read, every record gets two independent decisions, disagreements go to a third reviewer, nothing is ever decided by default, and every number in the PRISMA flow can be traced to a file. The AI reviewers support the review team; people sign off on the final screening. The skill sits between `deep-research` (question, protocol, search) and `academic-paper` (writing the review). Dual review at scale uses the Workflow tool (or one Agent call per batch); small sets work in a single session. The deterministic steps are Python scripts in this skill's `scripts/` folder (Python 3.9+, standard library only; `openpyxl` is optional and gives an Excel log instead of CSV files). …
Read the whole file at its exact version.
How to install
mdr add imbad0202/academic-research-skills/sr-screener@sha256:b737e314865c0d26The line at the top of this page pins the label v1.0.0, 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_bhhhdo65trt3rftz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 3, 2026 and Oct 10, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-10 | ebc21bf | 33,843 B | A | view · diff |
| v1.0.0 | 2026-10-03 | 48deedf | 33,609 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 (33843 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
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
imbad0202/academic-research-skills · 54,716 stars · license a license file GitHub does not identify · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bhhhdo65trt3rftz GET https://markdownregistry.com/api/v1/resolve?ref=imbad0202/academic-research-skills/sr-screener GET https://markdownregistry.com/api/v1/blob/b737e314865c0d26cbfc2721a2e7a2df430a0687be950636329cb6ad52cd15f0
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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.