antonbabenko/deliberation · plugins/deliberation/skills/researcher/SKILL.md

researcher skillA

researcher is agent-read markdown (skill) from antonbabenko/deliberation: Research external libraries, APIs, and best practices, with evidence..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add antonbabenko/deliberation/researcher@git:20260601.52dd6fe
Exact content
mdr add antonbabenko/deliberation/researcher@sha256:247dfbb805159bc8

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_k4ofe53cjbbmyxco.svg)](https://markdownregistry.com/a/art_k4ofe53cjbbmyxco)

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Versions

versioncommittedcommitsizeaudit
git:20260601.52dd6fe latest2026-06-01 52dd6fe 3,360 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (3360 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

antonbabenko/deliberation · 151 stars · license MIT · pushed 2026-09-16 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_k4ofe53cjbbmyxco
GET https://markdownregistry.com/api/v1/resolve?ref=antonbabenko/deliberation/researcher
GET https://markdownregistry.com/api/v1/blob/247dfbb805159bc89b03ca1ccb84e6d4ea0636a362fafbee3e19b1840f121896

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.