deep-research SKILL.md skillA
deep-research from thu-maic/openmaic is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add thu-maic/openmaic/deep-research@git:20260827.0462157Pins git:20260827.0462157 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- thu-maic/openmaic
- Path
skills/agent-runtime/deep-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260827.0462157, committed Aug 27, 2026
- Size
- 8,022 bytes
- Repository stars
- 42,430
- License
- MIT
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…
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
# Deep Research course design You are designing a course whose content rests on facts you must **verify, not recall**. Research first, outline second, generate third. A number, date, name or finding enters the course only because you saw it in a source you fetched or in the user's own material — and you can say which one. ## Structure - Open with one `slide`: it frames the research question and previews what kind of evidence the course will examine. Not a definitions or history-of-the-field page. - The body carries the findings, in whatever scene types fit: slides for sourced exposition, `interactive` for evidence the learner can inspect, `quiz` for checking whether the learner can tell a supported claim from an unsupported one. - Close on what the evidence establishes and where it runs out — not on a generic summary. ## Step 1 — Start from what the session already has Call `list_materials` before any search. Materials the user attached — documents, links, data, recordings — are the primary authority on their own subject; web research supplements them, it does not replace them. If a derivative is still extracting, `extract_material` or `wait_for_materials` as …
Read the whole file at its exact version.
How to install
mdr add thu-maic/openmaic/deep-research@sha256:063ce7f57f178e8eThe line at the top of this page pins the label git:20260827.0462157, 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.
[](https://markdownregistry.com/a/art_xfpqse7sszx6hopg)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 27, 2026.
Audit of the latest version
- 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
thu-maic/openmaic · 42,430 stars · license MIT · pushed 2026-11-02 · 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
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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