InnoClaw
InnoClaw is a AI agent skill for literature review and citations, published by SpectrAI-Initiative.
A self-hosted AI workspace for researchers to chat over papers and files, manage literature, and run remote experiments with multi-agent orchestration.
Is it any good?
Effectiveness · benchmark pending
We haven't benchmarked InnoClaw yet, so its score is provisional — computed from safety, maintenance, and documentation only, with popularity given no weight. When we benchmark it, we measure whether it produces materially better output than a frontier model alone, and that result leads the score. How we measure.
About InnoClaw
Description · AI-summarised from the SpectrAI-Initiative README
InnoClaw is a self-hostable, server-side AI research workspace that transforms folders into persistent AI-native workspaces. It enables researchers to conduct RAG-backed chat over their own documents with citations, study papers from ArXiv, PubMed, and bioRxiv, run structured multi-role discussions, execute deep research workflows, and submit jobs to remote clusters (Shell, Slurm, rjob). The platform integrates workspace management, file browsing, knowledge indexing, skill importing, and multi-LLM support, designed for research teams who want full control over their data and infrastructure.
Where it fits
Browse related skills
Install InnoClaw
Install
Install via agent tool
# install via agent tool
# see vendor docsInstall with your AI
Zero install · paste into ChatGPT, Claude, Cursor…
Install the "InnoClaw" skill into my project by following all instructions at https://skillsdirectory.co/s/spectrai-initiative-innoclaw
Your assistant reads /s/spectrai-initiative-innoclaw and follows it — fetching the files from the source, placing them, and confirming before it runs anything. No account needed. How this works.
Frequently asked
FAQ
What does InnoClaw do?
A self-hosted AI workspace for researchers to chat over papers and files, manage literature, and run remote experiments with multi-agent orchestration.
How do I install InnoClaw?
InnoClaw is a AI agent skill. Primary install path: # install via agent tool # see vendor docs
What is the Skill Score for InnoClaw?
InnoClaw has a Skill Score of 6.2/10 (Solid). It is currently a provisional score — InnoClaw hasn't been benchmarked yet, so it weights safety 75/100 (40%), maintenance 49/100 (30%), and documentation 70/100 (30%). Popularity carries zero weight until effectiveness is measured. See methodology.
Is InnoClaw free?
InnoClaw is published under the Apache-2.0 license. See the vendor's source repository for any usage limits or paid tiers.
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Embed this score
For maintainers · always-current, links back
Put it in your README — it updates as the score changes.[](https://skillsdirectory.co/skills/spectrai-initiative-innoclaw)
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