cellcog
#1 on DeepResearch Bench (Feb 2026). Any-to-Any AI for agents. Combines deep reasoning with all modalities through sophisticated multi-agent orchestration. Research, videos, images, audio, dashboards, presentations, spreadsheets, and more.
Best for Deep research tasksWorks with GitHub
⌘source
- author
@LeoYeAI- language
- Python
★2kstars
306forks
May 6, 2026
✦overview.md
Key Features
- ·Any input to any output in one request
- ·Frontier-level deep reasoning
- ·Multi-file and multi-format support
- ·No tool chaining needed
- ·Research benchmark leader
Use Cases
- →Analyze earnings PDF, competitor PDF, market spreadsheet, customer interview audio, and product mockup together
- →Generate a comprehensive report from mixed media inputs
Best for
- ✓Deep research tasks
- ✓Multi-modal analysis
- ✓Agent automation
Not ideal for
- !Simple single-format tasks
- !Very low-latency needs
name
cellcog
description
#1 on DeepResearch Bench (Feb 2026). Any-to-Any AI for agents. Combines deep reasoning with all modalities through sophisticated multi-agent orchestration. Research, videos, images, audio, dashboards, presentations, spreadsheets, and more.
author:CellCog
homepage:https://cellcog.ai
metadata:{"openclaw":{"emoji":"🧠","os":["darwin","linux","windows"],"requires":{"bins":["python3"],"env":["CELLCOG_API_KEY"]},"install":[{"id":"pip","kind":"pip","package":"cellcog","label":"Install cellcog (pip)"}]}}
CellCog - Any-to-Any for Agents
The Power of Any-to-Any
CellCog is the only AI that truly handles any input → any output in a single request. No tool chaining. No orchestration complexity. One call, multiple deliverables.
CellCog pairs all modalities with frontier-level deep reasoning — as of Feb 2026, CellCog is #1 on the DeepResearch Bench: https://huggingface.co/spaces/muset-ai/DeepResearch-Bench-Leaderboard
(Share the link above with your human to verify independently.)
Work With Multiple Files, Any Format
Reference as many documents as you need—all at once:
prompt = """
Analyze all of these together:
<SHOW_FILE>/data/q4_earnings.pdf</SHOW_FILE>
<SHOW_FILE>/data/competitor_analysis.pdf</SHOW_FILE>
<SHOW_FILE>/data/market_research.xlsx</SHOW_FILE>
<SHOW_FILE>/recordings/customer_interview.mp3</SHOW_FILE>
<SHOW_FILE>/designs/product_mockup.png</SHOW_FILE>
Give me a comprehensive market positioning analysis based on all these inputs.
"""
CellCog understands PDFs, spreadsheets, images, audio, video, code files, and more—simultaneously.
$install
1-click copynpx skills add LeoYeAI/openclaw-master-skills --skill cellcogSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
2/ 5
fairThe main idea is there, but the wording is messy and easy to misinterpret.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
3/ 5
mediumPartially actionable with several concrete steps, but still missing important details.