thu-maic/openmaic · skills/agent-runtime/deep-research/SKILL.md

deep-research skillA

deep-research is agent-read markdown (skill) from thu-maic/openmaic: Courses whose content rests on current, external or real-world facts that must be verified against live sources before being taught — recent events, market or policy data, product and version specifics, scientific developments, named cases. Researches the topic first, keeps a claim-to-source ledger, and grounds the outline and every page in what was actually fetched. Use when the request depends on up-to-date or externally checkable facts; not for timeless textbook topics that stand on establish.

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 thu-maic/openmaic/deep-research@git:20260827.0462157
Exact content
mdr add thu-maic/openmaic/deep-research@sha256:063ce7f57f178e8e

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_xfpqse7sszx6hopg.svg)](https://markdownregistry.com/a/art_xfpqse7sszx6hopg)

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Versions

versioncommittedcommitsizeaudit
git:20260827.0462157 latest2026-08-27 0462157 8,022 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 (8022 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

thu-maic/openmaic · 37,692 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xfpqse7sszx6hopg
GET https://markdownregistry.com/api/v1/resolve?ref=thu-maic/openmaic/deep-research
GET https://markdownregistry.com/api/v1/blob/063ce7f57f178e8e3f4e5cdf52a34a78b9cfbd82c29e45d5ee93325c54f25ca0

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