deep-research is agent-read markdown (skill) from maxmiksa/auto-company: 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..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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]
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
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 agent 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.
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…
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…
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…
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…
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…
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…
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…
maxmiksa/auto-company · .claude/skills/financial-unit-economics/SKILL.md · Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating…
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…
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…
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…
bytedance/deer-flow · skills/public/deep-research/SKILL.md · Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X"…
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…
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…
