deep-research SKILL.md skillA

deep-research from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lovstudio/skills/deep-research@v2.6.2

Pins v2.6.2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lovstudio/skills
Path
skills/deep-research/SKILL.md
Versions recorded
9
Latest version
v2.6.2, committed Nov 3, 2026
First version recorded
Aug 10, 2026
Size
11,054 bytes
Repository stars
72
License
MIT

Multi-source deep research with citations, evidence and reports. Use for comprehensive analysis, X vs Y, trends, state of the art, open-source solutions or 开源方案; not simple lookups or debugging.

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

# 深度研究 · Deep Research

## Core Purpose

Deliver citation-tracked research reports through a structured pipeline with evidence persistence, source identity management, claim-level verification, and progressive context management.

**Autonomy Principle:** Operate independently. Infer assumptions from context. Only stop for critical errors or incomprehensible queries. Surface high-materiality assumptions explicitly in the Introduction and Methodology rather than silently defaulting.

## Triggers

### Activate when

- The user needs multi-source research with citation tracking, evidence persistence, and structured report generation: "deep research", "comprehensive analysis", "research report".
- The user asks to "compare X vs Y", "analyze trends", or review the "state of the art", including technology comparisons, market analysis, and multi-perspective investigation.
- The user needs an implementation landscape that includes GitHub and other open-source forges: "open-source solutions" or "开源方案".

### Do not activate when

- Simple lookups or questions answerable with 1-2 searches; use web search directly.
- Debugging; use the standard tools.
- Quick time-sensitive queries.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lovstudio/skills/deep-research@sha256:51706266ed140690

The line at the top of this page pins the label v2.6.2, 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_bhgdokmcuytvunut.svg)](https://markdownregistry.com/a/art_bhgdokmcuytvunut)

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

Versions

The registry has recorded 9 versions of this file, between Aug 10, 2026 and Nov 3, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
v2.6.2 latest2026-11-03 4abe08f 11,054 BA view · diff
v2.6.12026-10-01 0dac044 10,948 BA view · diff
v2.5.32026-09-25 4b67fd1 9,714 BA view · diff
v2.5.22026-09-07 a09848e 9,673 BA view · diff
v2.5.22026-08-30 bdfae27 9,657 BA view · diff
v2.5.12026-08-30 7a4fd8f 9,137 BA view · diff
v2.5.02026-08-30 7523f5b 9,137 BA view · diff
v2.4.02026-08-23 00fafa8 7,821 BA view · diff
git:20260810.d704a552026-08-10 d704a55 7,080 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 (11054 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

lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bhgdokmcuytvunut
GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/deep-research
GET https://markdownregistry.com/api/v1/blob/51706266ed14069016072492e4911225d5df014b44f74498ed0cddd83b954e09

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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