research-expert-team SKILL.md skillA

research-expert-team from jaccen/awesome-gaussian-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jaccen/awesome-gaussian-skills/research-expert-team@v2.0.0

Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jaccen/awesome-gaussian-skills
Path
skills/research-expert-team/SKILL.md
Versions recorded
8
Latest version
v2.0.0, committed Nov 4, 2026
First version recorded
Oct 13, 2026
Size
8,274 bytes
Repository stars
180
License
Apache-2.0

'Evidence-led research assistance for 3DGS, spatial intelligence and agent papers: evaluate an idea,.

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

# Research Expert Team — 以证据为依据的科研协作

Help the researcher make a defensible next decision. Role names organize checks;
they do not imply independent human experts, additional tools, or actual peer review.
Use only the roles needed for the current request. A short idea question does not
require a nine-stage report or a set of generated files.

## Start with the actual task

1. Identify the research question, contribution type, available evidence, and current
   stage. Use information already supplied; ask only for a missing fact that would
   materially change the work. Proceed with explicit assumptions when possible.
2. Query `data/methods.json` and `data/evidence-audit.json`. Read the snapshot date
   and per-record evidence state. Counts come from data, never remembered prose.
3. Search primary sources for the closest competing approaches and relevant new
   work. The catalog is a starting index, not an exhaustive literature search.
4. Separate observation, literature statement, hypothesis, proposed experiment,
   measured result, and editorial suggestion throughout the answer.

## Choose the relevant roles

| Role | Question to answer | Expected evidence or output |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jaccen/awesome-gaussian-skills/research-expert-team@sha256:147134010ede0a30

The line at the top of this page pins the label v2.0.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_cli7xeru2bjk4a2o.svg)](https://markdownregistry.com/a/art_cli7xeru2bjk4a2o)

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

Versions

The registry has recorded 8 versions of this file, between Oct 13, 2026 and Nov 4, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
v2.0.0 latest2026-11-04 865ae83 8,274 BA view · diff
v2.0.02026-10-21 34d77aa 8,072 BA view · diff
git:20261019.c9f79862026-10-19 c9f7986 16,696 BA view · diff
git:20261015.4621fcd2026-10-15 4621fcd 16,696 BA view · diff
git:20261015.c2922a72026-10-15 c2922a7 16,691 BA view · diff
git:20261015.a4557122026-10-15 a455712 15,138 BA view · diff
git:20261015.6eccba42026-10-15 6eccba4 14,126 BA view · diff
git:20261013.f78768c2026-10-13 f78768c 9,942 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 (8274 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

jaccen/awesome-gaussian-skills · 180 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cli7xeru2bjk4a2o
GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/research-expert-team
GET https://markdownregistry.com/api/v1/blob/147134010ede0a30ef7d6f3eaca83648d23279be6b26325cdcebf1f414bc5bd5

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.

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