research-review SKILL.md skillA

research-review from vecnode/vncode is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vecnode/vncode/research-review@git:20261013.93412af

Pins git:20261013.93412af in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vecnode/vncode
Path
packages/dsh-research/skills/research-review/SKILL.md
Versions recorded
1
Latest version
git:20261013.93412af, committed Oct 13, 2026
Size
7,618 bytes
Repository stars
10
License
AGPL-3.0

Work the review of a research run with rs_review — read the manuscript and record the panel's concerns with the evidence that grounds each one, keep the author's reply and the re-review's finding in their separate columns, run the devil's advocate with the concession threshold the tool enforces, and write the panel report and traceability matrix a response-to-reviewers letter is built from. Use when a document is ready for review, when a concern has to be answered or re-reviewed, or when an…

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

# A review is a ledger of concerns

`rs_review` records a review; it does not perform one. Reading the manuscript and
deciding what is wrong with it is your work, in your own reading of the document
(`rs_read what=file` gives you the prose; `what=outline` names the sections). What
the tool gives you is that no concern can be lost, no concern can be closed by
wishing, and the two questions a revision round turns on stay separate.

## Record what you found, with where you found it

```text
rs_review slug=sleep-memory-review action=panel
  items=[{ "role": "methodology", "concern": "the inclusion criteria are stated but
      no search date is given, so the review cannot be reproduced",
    "severity": "major", "criterion": "reproducibility",
    "evidence": "method", "suggestion": "state the search date and the databases with
      their dates of access" },
   { "role": "domain", "concern": "the synthesis treats slow-wave sleep as one
      mechanism across paediatric and adult samples",
    "severity": "major", "criterion": "evidence", "evidence": "c0148",
    "suggestion": "separate the two samples or say why they are pooled" }]
```

```text
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vecnode/vncode/research-review@sha256:ac0ab78799c8ae84

The line at the top of this page pins the label git:20261013.93412af, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_47eepcru4ugqlant.svg)](https://markdownregistry.com/a/art_47eepcru4ugqlant)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 13, 2026.

versioncommittedcommitsizeaudit
git:20261013.93412af latest2026-10-13 93412af 7,618 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7618 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

GitHub

vecnode/vncode · 10 stars · license AGPL-3.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_47eepcru4ugqlant
GET https://markdownregistry.com/api/v1/resolve?ref=vecnode/vncode/research-review
GET https://markdownregistry.com/api/v1/blob/ac0ab78799c8ae84280205ecbbe2336e5e960f4170160484a1cc6fdeb61c2e01

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.

More from vecnode/vncode

AGENTS.md AGENTS.md file
vecnode/vncode · AGENTS.md
git:20261020.ef66089 · audit A · 10 stars
web-render SKILL.md skill
vecnode/vncode · packages/dsh-browser/skills/web-render/SKILL.md · Render a web page on the host and measure it - screenshots, computed styles, element boxes and post-script text - when…
git:20261001.8e9f29e · audit A · 10 stars
diagram-design SKILL.md skill
vecnode/vncode · packages/dsh-diagrams/skills/diagram-design/SKILL.md · Author an editorial HTML+SVG diagram with the Diagram Design kit - choose the visual type, read its reference, start…
git:20261011.90817e1 · audit B · 10 stars
mermaid-diagrams SKILL.md skill
vecnode/vncode · packages/dsh-diagrams/skills/mermaid-diagrams/SKILL.md · Author Mermaid diagrams that parse the first time: choose the right diagram type for the question, write syntax the…
git:20260930.b3a6a0d · audit A · 10 stars
tikz-diagrams SKILL.md skill
vecnode/vncode · packages/dsh-diagrams/skills/tikz-diagrams/SKILL.md · Author TikZ/LaTeX diagrams that compile: use the host's prepared preamble, the right libraries, layout and plot…
git:20260920.25904b4 · audit A · 10 stars
docker-cli SKILL.md skill
vecnode/vncode · packages/dsh-docker/skills/docker-cli/SKILL.md · Control this machine's Docker or Podman engine through the docker_* tools - read the engine's state first, list…
git:20261019.180a84e · audit A · 10 stars
frontend-craft SKILL.md skill
vecnode/vncode · packages/dsh-frontend-craft/skills/frontend-craft/SKILL.md · Use when the user wants to design, redesign, shape, critique, audit, polish, simplify, harden, animate, or otherwise…
git:20261018.08374be · audit A · 10 stars
ffmpeg-cli SKILL.md skill
vecnode/vncode · packages/dsh-media/skills/ffmpeg-cli/SKILL.md · Drive ffmpeg through the media_run tool as an argv array - remux instead of re-encode, map streams explicitly, trim at…
git:20261019.180a84e · audit A · 10 stars
ffprobe-cli SKILL.md skill
vecnode/vncode · packages/dsh-media/skills/ffprobe-cli/SKILL.md · Read a media file's real structure with ffprobe through media_run - the JSON invocation and how to read it, what every…
git:20260929.381b0de · audit A · 10 stars
ollama-api SKILL.md skill
vecnode/vncode · packages/dsh-ollama/skills/ollama-api/SKILL.md · The Ollama REST API as it is on this machine - /api/generate and /api/chat with streaming NDJSON, /api/embed vs the…
git:20261019.54965a1 · audit B · 10 stars
ollama-inference-metrics SKILL.md skill
vecnode/vncode · packages/dsh-ollama/skills/ollama-inference-metrics/SKILL.md · What every Ollama timing field means and the arithmetic that turns it into a claim - tokens per second…
git:20261019.54965a1 · audit A · 10 stars
ollama-python SKILL.md skill
vecnode/vncode · packages/dsh-ollama/skills/ollama-python/SKILL.md · The `ollama` Python package used properly - chat and generate with streaming, embeddings, tool calling, structured…
git:20261019.54965a1 · audit B · 10 stars

Every file in vecnode/vncode

Other files named research-review

research-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex/research-review/SKILL.md · Get a deep critical review of research from a fresh Codex agent or a selected Gemini, Grok, or Claude Code reviewer…
git:20261019.8fdc2d5 · audit A · 17,793 stars
research-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex-claude-review/research-review/SKILL.md · Get a deep critical review of research from Claude via claude-review MCP. Use when user says "review my research"…
git:20260903.a863a58 · audit A · 17,793 stars
research-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/skills-codex-gemini-review/research-review/SKILL.md · Get a deep critical review of research from Gemini via gemini-review MCP. Use when user says "review my research"…
git:20260826.363589d · audit A · 17,793 stars
research-review SKILL.md skill
wanshuiyin/auto-claude-code-research-in-sleep · skills/research-review/SKILL.md · Get a deep critical review of research from a selected reviewer (Codex by default, Gemini, Grok, Claude Code, or…
git:20261019.8fdc2d5 · audit A · 17,793 stars
research-review SKILL.md skill
vecnode/vn-code · packages/dsh-research/skills/research-review/SKILL.md · Work the review of a research run with rs_review — read the manuscript and record the panel's concerns with the…
git:20261013.93412af · audit A · 10 stars

Browse by kind, by grade A, or by owner.