Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
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
> **Drift-prone skill.** Firecrawl/Exa MCP tool names, quotas, and result
> shapes change. Verify the configured MCP tools and current API docs before
> promising coverage or quoting live source counts.
Produce thorough, cited research reports from multiple web sources using firecrawl and exa MCP tools.
## When to Activate
- User asks to research any topic in depth
- Competitive analysis, technology evaluation, or market sizing
- Due diligence on companies, investors, or technologies
- Any question requiring synthesis from multiple sources
- User says "research", "deep dive", "investigate", or "what's the current state of"
## MCP Requirements
At least one of:
- **firecrawl** — `firecrawl_search`, `firecrawl_scrape`, `firecrawl_crawl`
- **exa** — `web_search_exa`, `web_search_advanced_exa`, `crawling_exa`
Both together give the best coverage. Configure in `~/.opencode.json` or `~/.codex/config.toml`.
## Workflow
### Step 1: Understand the Goal
Ask 1-2 quick clarifying questions:
- "What's your goal — learning, making a decision, or writing something?"
- "Any specific angle or depth you want?"
…
The line at the top of this page pins the label git:20260816.6319ca5, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_gso6op7jb747y4vy
GET https://markdownregistry.com/api/v1/resolve?ref=chadixearth/graphyloop/deep-research
GET https://markdownregistry.com/api/v1/blob/ff2fa9b038f257a603318768acf8cbb14d78c8e456b8448aa423278ae7589215
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.
chadixearth/graphyloop · integrations/claude-code/skills/graphyloop-waves/SKILL.md · Use this skill when a request spans more than one layer (database + backend + frontend, or a feature plus a data…
chadixearth/graphyloop · integrations/claude-code/skills/graphyloop-workflow/SKILL.md · Use this skill at the start of any non-trivial coding task, build or multi-file change to follow GraphyLoop Workflow v3…
chadixearth/graphyloop · integrations/claude-code/skills/swarm-memory/SKILL.md · Use this skill at the start and end of every non-trivial task to recall and record durable project knowledge through…
chadixearth/graphyloop · skills/ai-video-prompt-engineer/SKILL.md · Use when the user wants to create AI video generation prompts for a brand, product, website, or topic. Includes…
chadixearth/graphyloop · skills/api-contract-design/SKILL.md · Use this skill when freezing the interface between a backend and its clients before parallel work starts, or when…
chadixearth/graphyloop · skills/api-hardening/SKILL.md · Use this skill when building or reviewing a server-side endpoint, route handler, server action, webhook, cron job, or…
chadixearth/graphyloop · skills/brainstorming/SKILL.md · You MUST use this before any creative work - creating features, building components, adding functionality, or modifying…
chadixearth/graphyloop · skills/cavecrew/SKILL.md · Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn `cavecrew-investigator`…
chadixearth/graphyloop · skills/caveman-compress/SKILL.md · Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens…
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…
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…