slr-prisma is a skill in brycewang-stanford/Auto-Empirical-Research-Skills, last changed 3 Jun 2026. It can name web addresses.

From the author
Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill whenever the user mentions 'systematic review', 'systematic literature review', 'SLR', 'PRISMA', 'PRISMA 2020', 'PRISMA flow diagram', 'PRISMA checklist', or asks for help writing, structuring, or auditing a literature review that follows reporting guidelines. Also trigger when the user asks about inclusion/exclusion criteria for a review, search strategies for databases like Scopus/WoS/PubMed, study selection processes, risk of bias assessment, or narrative synthesis for a review paper. This skill covers the full PRISMA 2020 checklist (27 items), produces a Word document manuscript in strict journal article format, generates an annotated PRISMA flow diagram, and enforces APA 7th Edition referencing throughout. It does NOT cover meta-analysis or statistical pooling. By Chuah Kee Man.

At a glance

What it can touch

How much a skill can do, not whether it is risky.

Pattern check

Nothing flagged

That isn't proof the skill is harmless.

Commit bfa0a6e · 3 Nov 2026

How the check works

Pattern check: nothing flagged

That isn't proof the skill is harmless.

Install

Each tab says whether it installs commit bfa0a6e, the one we checked, or the latest version.

Read SKILL.md first
Licence not identified
Licence
4.9k
Repo stars
Files

What it can touch

From the files and frontmatter at commit bfa0a6e. This is how much a skill can do, not whether it is risky.

Pattern check

Pattern check: nothing flagged · commit bfa0a6e · 3 Nov 2026

We checked every text file in this skill, at commit bfa0a6e on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

  • https://doi.org/10.xxxx/xxxx
  • https://creativecommons.org/licenses/by/4.0/
  • https://github.com/keemanxp/slr-prisma
  • https://github.com/user-attachments/assets/111ee8e2-a2ae-4390-a4fc-ada0f50cb46a
  • https://github.com/keemanxp/slr-prisma/releases
  • https://github.com/keemanxp/apa-referencing
  • https://www.prisma-statement.org/prisma-2020

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specFails

    The open format from agentskills.io, held to the strictest version of each rule among the agents we check.

    • Error

      The name "slr-prisma" doesn't match its folder "52-keemanxp-slr-prisma". The spec requires them to match. N4

      Fix: Set name: 52-keemanxp-slr-prisma, or rename the folder to slr-prisma.

    • Warning

      The body is about 6,846 tokens (approx.); the spec suggests under 5,000. B2

      Fix: Move detail into reference files that the agent reads only when needed.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/flow-diagram.md (166 lines). B5

      Fix: Add a short list of the sections at the top of each.

  • Claude CodePasses

    Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.

    • Note

      The name "slr-prisma" doesn't match its folder "52-keemanxp-slr-prisma". Claude Code shows the skill as /slr-prisma, and the folder name also invokes it. N4

      Fix: Set name: 52-keemanxp-slr-prisma, or rename the folder to slr-prisma.

    • Note

      The body is about 6,846 tokens (approx.); the spec suggests under 5,000. After compaction Claude Code keeps only the first 5,000 tokens of a skill. B2

      Fix: Move detail into reference files that the agent reads only when needed.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/flow-diagram.md (166 lines). B5

      Fix: Add a short list of the sections at the top of each.

  • Claude apps & API uploadFails

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Error

      The name "slr-prisma" doesn't match its folder "52-keemanxp-slr-prisma". claude.ai refuses an upload whose folder name doesn't match the skill name. N4

      Fix: Set name: 52-keemanxp-slr-prisma, or rename the folder to slr-prisma.

    • Note

      The description is 911 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4

      Fix: If the claude.ai upload refuses it, trim the description to 200 characters.

    • Note

      The body is about 6,846 tokens (approx.); the spec suggests under 5,000. Anthropic's guidance says the same. B2

      Fix: Move detail into reference files that the agent reads only when needed.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/flow-diagram.md (166 lines). B5

      Fix: Add a short list of the sections at the top of each.

  • OpenAI (Codex & API)Passes with warnings

    Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.

    • Warning

      The name "slr-prisma" doesn't match its folder "52-keemanxp-slr-prisma". OpenAI's own upload example uses a differently named folder, but the spec it follows says they must match. N4

      Fix: Set name: 52-keemanxp-slr-prisma, or rename the folder to slr-prisma.

  • VS Code & CopilotPasses with warnings

    VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.

    • Warning

      The name "slr-prisma" doesn't match its folder "52-keemanxp-slr-prisma". VS Code uses the folder name, 52-keemanxp-slr-prisma, instead. N4

      Fix: Set name: 52-keemanxp-slr-prisma, or rename the folder to slr-prisma.

SKILL.md

We only show SKILL.md text here when its licence clearly allows it.

Read SKILL.md on GitHub (opens in a new tab)

Files

More from brycewang-stanford/Auto-Empirical-Research-Skills

SkillWhat it can touchPattern checkLicenceUpdated
  • Instructions only
Pattern check: Nothing flaggedNo licence2 Apr 2026
  • Instructions only
Pattern check: Nothing flaggedNo licence2 Apr 2026
  • Instructions only
Pattern check: Nothing flaggedNo licence2 Apr 2026
abstractReads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.
  • Runs shell commands
  • +1 more

Pattern check: 1 item to reviewNo licenceUpdated 2 Apr 2026

  • Runs shell commands
  • Pre-approves tools
Pattern check: 1 item to reviewNo licence2 Apr 2026
abstract-writing-guideCraft structured research abstracts that maximize clarity and journal acceptance
  • Instructions only

Pattern check: Nothing flaggedNo licenceUpdated 2 Apr 2026

  • Instructions only
Pattern check: Nothing flaggedNo licence2 Apr 2026
  • Instructions only
Pattern check: Nothing flaggedNo licence3 Jun 2026
All skills in brycewang-stanford/Auto-Empirical-Research-Skills

Other Science & research skills

Same category, most repo stars first.

SkillWhat it can touchPattern checkLicenceUpdated
  • Instructions only
Pattern check: Nothing flaggedMIT27 Sept 2026
  • Instructions only
Pattern check: Nothing flaggedMIT11 Aug 2026
  • Instructions only
Pattern check: Nothing flaggedApache 2.018 Aug 2026
  • Names web addresses
Pattern check: Nothing flaggedApache 2.018 Aug 2026
  • Runs shell commands
Pattern check: Nothing flaggedApache 2.03 Nov 2026
security-research

code-yeongyu/oh-my-openagent

  • Names web addresses

Pattern check: Nothing flaggedNo licenceUpdated 31 Aug 2026

  • Names web addresses
Pattern check: Nothing flaggedNo licence31 Aug 2026

Repo facts from GitHub on 3 Nov 2026. Files read at commit bfa0a6e.

QAI did not write these skills and is not affiliated with their authors unless a page says so. Logos and icons belong to their owners and are not a mark of approval. How we check