Self Improving Agent Ecosystem
by Git-on-my-levelReference architecture, contracts, skills, and fixtures for safe evaluator-driven self-improving ecosystems.
Self Improving Agent Ecosystem is an open-source ai agent by Git-on-my-level, written mainly in Python, with 63 GitHub stars and the MIT license. Its code was last updated Oct 23, 2026.
Scan summary: scanned Nov 5, 2026 at commit b26b18e. No capabilities flagged by our checks. Scan policy
What Self Improving Agent Ecosystem can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit b26b18e, Nov 5, 2026. See the scan policy.
Before you install Self Improving Agent Ecosystem
AgenticMart scanned Self Improving Agent Ecosystem on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.
- Based on its description and topics, it likely needs to read or change your workspace data (docs, tickets, CRM).
Before you install
- Connect it to a test workspace before your real one.
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by Git-on-my-level on GitHub, 63 stars and 2 forks. Popularity is not proof of safety.
- Last code change: Oct 23, 2026.
- Open-source license: MIT.
Self Improving Agent Ecosystem is an open-source ai agent by Git-on-my-level, written mainly in Python. Reference architecture, contracts, skills, and fixtures for safe evaluator-driven self-improving ecosystems.
At a glance
- Stars
- 63
- Forks
- 2
- Language
- Python
- License
- MIT
- Created
- Aug 2026
- Last update
- Oct 23, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about Self Improving Agent Ecosystem
What is Self Improving Agent Ecosystem?
Reference architecture, contracts, skills, and fixtures for safe evaluator-driven self-improving ecosystems.
Who maintains Self Improving Agent Ecosystem?
Self Improving Agent Ecosystem is maintained by Git-on-my-level on GitHub (Git-on-my-level/self-improving-agent-ecosystem). AgenticMart lists it from public repository data.
Is Self Improving Agent Ecosystem safe to use?
AgenticMart scanned Self Improving Agent Ecosystem on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Self Improving Agent Ecosystem use?
It is published under the MIT license.
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