omnirexflora-labs / omnicoreagent
An agent runtime for Python. Give your agent real work. Keep control: every action checked before it runs, every run survives a crash without silently redoing anything, every step on the record.
Why this job: says: agent runtime; topics: multi-agent-systems, orchestration, ai-agents, agent
What it does
A model is not an agent. The runtime around it is what makes it usable in an application: the loop, the tools, memory, the files it works on, and — once the agent can do real things — the policy that says what it may do, the sandbox its code runs in, the record that survives a crash, the budget that stops it spending, and the evidence a person can read afterwards.
Get started
pip install omnicoreagent
# Python 3.12–3.14; check with python --version
export LLM_API_KEY=your_api_key
# the key for the provider in model_config- Maintenance
- Active
- Last commit 31 days ago
- Stars
- 253
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.6.0
- Released 31 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 279 merged
- 0 waiting
- Releases
- 35
- 15 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
- Dockerfile <1%
- Shell <1%
- HTML <1%
Topics
- agent
- agent-harness
- ai-agents
- background-tasks
- fastapi
- harness
- harness-engineering
- llm
- mcp
- mcp-client
- multi-agent-systems
- orchestration
Project record
- JobAgent frameworks
- StatusListed
- Commits1,493
- Forks57
- Watching4
- Stars in 28 days+2
- CreatedMar 19, 2025
- First seen by usNov 7, 2026
- CheckedNov 7, 2026