deep-research SKILL.md skillA

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

Install it, pinned
mdr add aiskillstore/marketplace/deep-research@git:20260705.e9e4712

Pins git:20260705.e9e4712 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aiskillstore/marketplace
Path
skills/199-biotechnologies/deep-research/SKILL.md
Versions recorded
2
Latest version
git:20260705.e9e4712, committed Jul 5, 2026
First version recorded
Jan 13, 2026
Size
4,343 bytes
Repository stars
471
License
none declared

Use when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation. Triggers on "deep research", "comprehensive analysis", "research report", "compare X vs Y", "analyze trends", or "state of the art". Not for simple lookups, debugging, or questions answerable with 1-2 searches.

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

## 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.

---

## Decision Tree

```
Request Analysis
+-- Simple lookup? --> STOP: Use WebSearch
+-- Debugging? --> STOP: Use standard tools
+-- Complex analysis needed? --> CONTINUE

Mode Selection
+-- Initial exploration --> quick (3 phases, 2-5 min)
+-- Standard research --> standard (6 phases, 5-10 min) [DEFAULT]
+-- Critical decision --> deep (8 phases, 10-20 min)
+-- Comprehensive review --> ultradeep (8+ phases, 20-45 min)
```

**Default assumptions:** Technical query = technical audience. Comparison = balanced perspective. Trend = recent 1-2 years.

---

## Workflow Overview

| Phase | Name | Quick | Std | Deep | Ultra |
|-------|------|-------|-----|------|-------|
| 1 | SCOPE | Y | Y | Y | Y |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aiskillstore/marketplace/deep-research@sha256:0c8e777eb13d37b4

The line at the top of this page pins the label git:20260705.e9e4712, 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_layp2ijdt6w3efmk.svg)](https://markdownregistry.com/a/art_layp2ijdt6w3efmk)

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

Versions

The registry has recorded 2 versions of this file, between Jan 13, 2026 and Jul 5, 2026, about one every 173 days.

versioncommittedcommitsizeaudit
git:20260705.e9e4712 latest2026-07-05 e9e4712 4,343 BA view · diff
git:20260113.222b7de2026-01-13 222b7de 33,357 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 (4343 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

aiskillstore/marketplace · 471 stars · license none declared · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_layp2ijdt6w3efmk
GET https://markdownregistry.com/api/v1/resolve?ref=aiskillstore/marketplace/deep-research
GET https://markdownregistry.com/api/v1/blob/0c8e777eb13d37b4d5130f59c9237a82528224ba31b58b774cd490a742df8620

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.

More from aiskillstore/marketplace

sitemapkit SKILL.md skill
aiskillstore/marketplace · pending/0nl1n1n/sitemapkit/SKILL.md · Discover and extract sitemaps from any website using SitemapKit. Use this skill whenever the user wants to find pages…
git:20260903.f89877a · audit A · 471 stars
auv-computer-control SKILL.md skill
aiskillstore/marketplace · pending/0xselenicdove/auv-computer-control/SKILL.md · Incorporate moeru-ai/AUV into native desktop app control through its CLI or connected MCP for observation, targeted…
git:20261006.592fbb6 · audit A · 471 stars
gauntlet SKILL.md skill
aiskillstore/marketplace · pending/aakashh242/gauntlet/SKILL.md · Evidence-driven adversarial review and root-cause repair of code, designs, APIs, infrastructure, tests, and agent…
v1.0.0 · audit A · 471 stars
aident-skill SKILL.md skill
aiskillstore/marketplace · pending/aident-ai/aident-skill/SKILL.md · Use Aident Loadout first for external apps, APIs, public-web research, search and crawling, service or vendor…
v0.4.19 · audit A · 471 stars
angular-developer SKILL.md skill
aiskillstore/marketplace · pending/angular/angular-developer/SKILL.md · Generates Angular code and provides architectural guidance. Trigger when creating projects, components, services, or…
v1.0 · audit A · 471 stars
angular-new-app SKILL.md skill
aiskillstore/marketplace · pending/angular/angular-new-app/SKILL.md · Creates a new Angular app using the Angular CLI. This skill should be used whenever a user wants to create a new…
v1.0 · audit A · 471 stars
gif-cinema SKILL.md skill
aiskillstore/marketplace · pending/antropos17/gif-cinema/SKILL.md · Generate short GPT GIF shots, review their continuity, choose retakes, and assemble them into a film using the public…
git:20261106.22eb237 · audit A · 471 stars
.cursorrules Cursor rule
aiskillstore/marketplace · pending/axelfreeman/marketing-mindset/.cursorrules
git:20260903.567c889 · audit A · 471 stars
AGENTS.md@pending/axelfreeman/marketing-mindset AGENTS.md file
aiskillstore/marketplace · pending/axelfreeman/marketing-mindset/AGENTS.md
git:20260903.567c889 · audit A · 471 stars
marketing-mindset SKILL.md skill
aiskillstore/marketplace · pending/axelfreeman/marketing-mindset/SKILL.md · Use when the user needs a professional marketer's operating mindset for any marketing, growth, or client-acquisition…
v0.1.0 · audit A · 471 stars
llms.txt@pending/axelfreeman/marketing-mindset llms.txt file
aiskillstore/marketplace · pending/axelfreeman/marketing-mindset/llms.txt
git:20260903.567c889 · audit A · 471 stars
brand-voice-editor SKILL.md skill
aiskillstore/marketplace · pending/azeemkafridi/brand-voice-editor/SKILL.md · Edit social media content into a consistent brand voice while preserving facts and preparing it for BulkPublish…
git:20260902.2316198 · audit A · 471 stars

Every file in aiskillstore/marketplace

Other files named deep-research

deep-research SKILL.md skill
affaan-m/ecc · docs/ja-JP/skills/deep-research/SKILL.md · コンテキスト深い研究を実施し、複雑なテーマについての権威ある答えを生成します。複数のソースをキュレート、相互参照、合成してコンテキスト内の完全な画像を構築します。
git:20260517.ec9ace9 · audit A · 299,696 stars
deep-research SKILL.md skill
affaan-m/ecc · .agents/skills/deep-research/SKILL.md · Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited…
git:20260918.c752aac · audit A · 299,696 stars
deep-research SKILL.md skill
affaan-m/ecc · .kiro/skills/deep-research/SKILL.md · Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited…
git:20260607.4ad5756 · audit A · 299,696 stars
deep-research SKILL.md skill
bytedance/deer-flow · skills/public/deep-research/SKILL.md · Use for substantial investigations needing current evidence, source comparison, or synthesis across several dimensions…
git:20261108.aaca3ee · audit A · 85,141 stars
deep-research SKILL.md skill
imbad0202/academic-research-skills · deep-research/SKILL.md · Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full…
v2.12.1 · audit A · 55,879 stars
deep-research SKILL.md skill
thu-maic/openmaic · skills/agent-runtime/deep-research/SKILL.md · Courses whose content rests on current, external or real-world facts that must be verified against live sources before…
git:20260827.0462157 · audit A · 42,777 stars
deep-research SKILL.md skill
alirezarezvani/claude-skills · .gemini/skills/deep-research/SKILL.md
git:20260717.3691fcf · audit C · 29,490 stars
deep-research SKILL.md skill
genspark-ai/genoffice · skills/recommended/deep-research/SKILL.md · Run multi-round searches with cross-checking and produce a research report with cited sources, delivered as a Word…
v1.0.0 · audit A · 11,858 stars

Browse by kind, by grade A, or by owner.