deep-research SKILL.md skillA

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

Install it, pinned
mdr add maxmiksa/auto-company/deep-research@git:20260918.6efeab7

Pins git:20260918.6efeab7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
maxmiksa/auto-company
Path
.claude/skills/deep-research/SKILL.md
Versions recorded
5
Latest version
git:20260918.6efeab7, committed Sep 18, 2026
First version recorded
Dec 30, 2025
Size
33,335 bytes
Repository stars
3,191
License
MIT

Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, verified claims, or comparison of approaches. Triggers include "deep research", "comprehensive analysis", "research report", "compare X vs Y", or "analyze trends". Do NOT use 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

<!-- STATIC CONTEXT BLOCK START - Optimized for prompt caching -->
<!-- All static instructions, methodology, and templates below this line -->
<!-- Dynamic content (user queries, results) added after this block -->

## Core System Instructions

**Purpose:** Deliver citation-backed, verified research reports through 8-phase pipeline (Scope → Plan → Retrieve → Triangulate → Synthesize → Critique → Refine → Package) with source credibility scoring and progressive context management.

**Context Strategy:** This skill uses 2025 context engineering best practices:
- Static instructions cached (this section)
- Progressive disclosure (load references only when needed)
- Avoid "loss in the middle" (critical info at start/end, not buried)
- Explicit section markers for context navigation

---

## Decision Tree (Execute First)

```
Request Analysis
├─ Simple lookup? → STOP: Use WebSearch, not this skill
├─ Debugging? → STOP: Use standard tools, not this skill
└─ Complex analysis needed? → CONTINUE

Mode Selection
├─ Initial exploration? → quick (3 phases, 2-5 min)
├─ Standard research? → standard (6 phases, 5-10 min) [DEFAULT]
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add maxmiksa/auto-company/deep-research@sha256:06a32a52c5899077

The line at the top of this page pins the label git:20260918.6efeab7, 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_3r3nsco27q4brhnr.svg)](https://markdownregistry.com/a/art_3r3nsco27q4brhnr)

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

Versions

The registry has recorded 5 versions of this file, between Dec 30, 2025 and Sep 18, 2026, about one every 65 days.

versioncommittedcommitsizeaudit
git:20260918.6efeab7 latest2026-09-18 6efeab7 33,335 BA view · diff
git:20260211.dd62a6d2026-02-11 dd62a6d 33,357 BA view · diff
git:20260209.66ab9642026-02-09 66ab964 29,142 BA view · diff
git:20260128.c350c752026-01-28 c350c75 22,982 BA view · diff
git:20251230.eb0155b2025-12-30 eb0155b 18,589 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 (33335 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

maxmiksa/auto-company · 3,191 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3r3nsco27q4brhnr
GET https://markdownregistry.com/api/v1/resolve?ref=maxmiksa/auto-company/deep-research
GET https://markdownregistry.com/api/v1/blob/06a32a52c58990772c493461248a177556ec5ea460a7612fdc854fdfd91424ec

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 maxmiksa/auto-company

agent-browser SKILL.md skill
maxmiksa/auto-company · .claude/skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
git:20251121.df99134 · audit A · 3,191 stars
code-review-security SKILL.md skill
maxmiksa/auto-company · .claude/skills/code-review-security/SKILL.md · Security-focused code review checklist and automated scanning patterns. Use when reviewing pull requests for security…
v1.0.0 · audit A · 3,191 stars
cold-email-sequence-generator SKILL.md skill
maxmiksa/auto-company · .claude/skills/cold-email-sequence-generator/SKILL.md · Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing recommendations…
git:20260209.ac7f698 · audit A · 3,191 stars
community-led-growth SKILL.md skill
maxmiksa/auto-company · .claude/skills/community-led-growth/SKILL.md · Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion…
git:20250904.0571b69 · audit A · 3,191 stars
competitive-intelligence-analyst SKILL.md skill
maxmiksa/auto-company · .claude/skills/competitive-intelligence-analyst/SKILL.md · Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify…
v1.0.0 · audit A · 3,191 stars
content-strategy SKILL.md skill
maxmiksa/auto-company · .claude/skills/content-strategy/SKILL.md · When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also…
v1.0.0 · audit A · 3,191 stars
deep-analysis SKILL.md skill
maxmiksa/auto-company · .claude/skills/deep-analysis/SKILL.md · Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews…
git:20260113.039cc22 · audit A · 3,191 stars
deep-reading-analyst SKILL.md skill
maxmiksa/auto-company · .claude/skills/deep-reading-analyst/SKILL.md · Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA…
git:20260128.6f5dcdd · audit A · 3,191 stars
devops SKILL.md skill
maxmiksa/auto-company · .claude/skills/devops/SKILL.md · Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless…
v2.0.0 · audit A · 3,191 stars
email-sequence SKILL.md skill
maxmiksa/auto-company · .claude/skills/email-sequence/SKILL.md · When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email…
v1.0.0 · audit A · 3,191 stars
financial-unit-economics SKILL.md skill
maxmiksa/auto-company · .claude/skills/financial-unit-economics/SKILL.md · Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating…
git:20251209.441f2f5 · audit A · 3,191 stars
find-skills SKILL.md skill
maxmiksa/auto-company · .claude/skills/find-skills/SKILL.md · Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is…
git:20250917.ffd4ee1 · audit A · 3,191 stars

Every file in maxmiksa/auto-company

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.