deep-research SKILL.md skillA

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

Install it, pinned
mdr add chadixearth/graphyloop/deep-research@git:20260816.6319ca5

Pins git:20260816.6319ca5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
chadixearth/graphyloop
Path
skills/deep-research/SKILL.md
Versions recorded
1
Latest version
git:20260816.6319ca5, committed Aug 16, 2026
Size
4,839 bytes
Repository stars
3
License
MIT

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?"
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add chadixearth/graphyloop/deep-research@sha256:ff2fa9b038f257a6

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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gso6op7jb747y4vy.svg)](https://markdownregistry.com/a/art_gso6op7jb747y4vy)

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

Versions

The registry has recorded 1 version of this file, committed on Aug 16, 2026.

versioncommittedcommitsizeaudit
git:20260816.6319ca5 latest2026-08-16 6319ca5 4,839 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 (4839 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

chadixearth/graphyloop · 3 stars · license MIT · pushed 2026-11-02 · branch main

API

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.

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 chadixearth/graphyloop

llms.txt@docs llms.txt file
chadixearth/graphyloop · docs/llms.txt
git:20261102.71a8536 · audit A · 3 stars
graphyloop-waves SKILL.md skill
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…
git:20261029.22f8bd5 · audit A · 3 stars
graphyloop-workflow SKILL.md skill
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…
git:20261029.22f8bd5 · audit A · 3 stars
swarm-memory SKILL.md skill
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…
git:20261029.22f8bd5 · audit A · 3 stars
llms.txt llms.txt file
chadixearth/graphyloop · llms.txt
git:20261102.71a8536 · audit A · 3 stars
ai-video-prompt-engineer SKILL.md skill
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…
git:20261009.94c6f17 · audit A · 3 stars
api-contract-design SKILL.md skill
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…
git:20260816.37028bb · audit A · 3 stars
api-hardening SKILL.md skill
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…
git:20260816.37028bb · audit A · 3 stars
brainstorming SKILL.md skill
chadixearth/graphyloop · skills/brainstorming/SKILL.md · You MUST use this before any creative work - creating features, building components, adding functionality, or modifying…
git:20260816.6319ca5 · audit A · 3 stars
cavecrew SKILL.md skill
chadixearth/graphyloop · skills/cavecrew/SKILL.md · Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn `cavecrew-investigator`…
git:20261029.d65aaec · audit A · 3 stars
caveman-commit SKILL.md skill
chadixearth/graphyloop · skills/caveman-commit/SKILL.md · Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning…
git:20260816.6319ca5 · audit A · 3 stars
caveman-compress SKILL.md skill
chadixearth/graphyloop · skills/caveman-compress/SKILL.md · Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens…
git:20260816.6319ca5 · audit A · 3 stars

Every file in chadixearth/graphyloop

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 · 293,827 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 · 293,827 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 · 293,827 stars
deep-research SKILL.md skill
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"…
git:20260303.7de9439 · audit A · 84,762 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 · 54,716 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 · 42,430 stars
deep-research SKILL.md skill
alirezarezvani/claude-skills · .gemini/skills/deep-research/SKILL.md
git:20260717.3691fcf · audit C · 29,054 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 · 11,564 stars

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