ai-deep-research SKILL.md skillA
ai-deep-research from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/ai-deep-research@v1.1Pins v1.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/ai-deep-research/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1, committed Oct 5, 2026
- Size
- 21,326 bytes
- Repository stars
- 101
- License
- MIT
Builds repeatable deep-research workflows for verified synthesis. Use when producing evidence-backed briefs, comparisons, dossiers, or research pipelines.
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 Use this skill to design and run repeatable research workflows that gather evidence across many sources, preserve provenance, and synthesize results into decision-ready outputs. This skill covers both **native deep-research agents** (ChatGPT Deep Research, Gemini Deep Research, Perplexity Deep Research, Claude with web search) and **custom agentic research pipelines** (planner / searcher / verifier / synthesizer split). ## Quick Reference | Question | Default | |----------|---------| | When to use a native agent vs custom pipeline? | Native for ad-hoc, open-ended questions. Custom for repeatable, auditable, or multi-source workflows. | | What is the first artifact of any research task? | The source ledger — never the synthesis. | | When is a source trustworthy? | When it is a primary document with a stable URL, author attribution, and a verifiable date. | | What stops an unbounded research loop? | An explicit stop criterion defined before the loop starts (saturation condition or max iterations). | | How to handle contradictory sources? | Separate them into evidence tiers; do not resolve by averaging. | …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/ai-deep-research@sha256:4e55cb8293b4f1aeThe line at the top of this page pins the label v1.1, 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_tar254s6bzn5aass)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 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 (21326 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
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tar254s6bzn5aass GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/ai-deep-research GET https://markdownregistry.com/api/v1/blob/4e55cb8293b4f1ae357819f8b9ec9234fa3c615fd271ed82d35909a6cc6c643c
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.