Understand the project
Practical overview
When it fits
Use Skillware when an agent project needs a structured local catalog of capabilities that can be installed and maintained separately from the agent’s core intelligence.
Who it is for
- Python developers building AI agents
- Teams using function calling or LLM tools
- Projects that need agent capabilities maintained independently from prompts or model intelligence
Documented uses
- Package reusable agent capabilities
- Load skills into different agent hosts
- Define typed inputs, outputs and capability boundaries
- Organize multi-skill agent sessions and chains
- Test registry skills offline before inclusion
Before you choose
Requirements & limits
The repository is public, open source and MIT-licensed. The README indicates Python 3.10+ and provides a command-line interface. No account, pricing or hosted-service requirement is documented here.
- The framework is Python-based and the README indicates Python 3.10+.
- Skills combine executable Python, contracts, host guidance and standardized tool schemas.
- The loader is documented as adapting skills to Gemini, Claude, OpenAI, Ollama and other OpenAI-compatible hosts.
- Registry skills include required offline tests, while examples are described as provider reference scripts rather than pytest tests.
- The project supports a registry, SkillContext and named skill chains for multi-skill use.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Evidence and transparency
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 30 September 2026
- Original website title
- ARPAHLS/skillware · Official homepage title · retained in its source language