self-improving-agent
This skill enables an AI agent to learn and improve continuously through a multi-memory architecture and self-correction mechanisms.
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Security score
The self-improving-agent skill was audited on Jun 10, 2026 and we found 13 security issues across 3 threat categories, including 1 critical. Review the findings below before installing.
Categories Tested
Security Issues
medium line 369
Template literal with variable interpolation in command context
SourceSKILL.md
| 369 | ```json |
high line 409
Template literal with variable interpolation in command context
SourceSKILL.md
| 409 | Replace `${SKILLS_DIR}` with your actual skills path. |
critical line 86
Piping content to bash shell
SourceSKILL.md
| 86 | | **on_error** | Bash returns non-zero exit | Capture error context, trigger self-correction | |
medium line 367
Access to hidden dotfiles in home directory
SourceSKILL.md
| 367 | Add to Claude Code settings (`~/.claude/settings.json`): |
low line 47
External URL reference
SourceSKILL.md
| 47 | | [SimpleMem](https://arxiv.org/html/2601.02553v1) | Efficient lifelong memory | Pattern accumulation system | |
low line 48
External URL reference
SourceSKILL.md
| 48 | | [Multi-Memory Survey](https://dl.acm.org/doi/10.1145/3748302) | Semantic + Episodic memory | World knowledge + experiences | |
low line 49
External URL reference
SourceSKILL.md
| 49 | | [Lifelong Learning](https://arxiv.org/html/2501.07278v1) | Continuous task stream learning | Learn from every skill use | |
low line 50
External URL reference
SourceSKILL.md
| 50 | | [Evo-Memory](https://shothota.medium.com/evo-memory-deepminds-new-benchmark) | Test-time lifelong learning | Real-time adaptation | |
low line 452
External URL reference
SourceSKILL.md
| 452 | - [SimpleMem: Efficient Lifelong Memory for LLM Agents](https://arxiv.org/html/2601.02553v1) |
low line 453
External URL reference
SourceSKILL.md
| 453 | - [A Survey on the Memory Mechanism of Large Language Model Agents](https://dl.acm.org/doi/10.1145/3748302) |
low line 454
External URL reference
SourceSKILL.md
| 454 | - [Lifelong Learning of LLM based Agents](https://arxiv.org/html/2501.07278v1) |
low line 455
External URL reference
SourceSKILL.md
| 455 | - [Evo-Memory: DeepMind's Benchmark](https://shothota.medium.com/evo-memory-deepminds-new-benchmark) |
low line 456
External URL reference
SourceSKILL.md
| 456 | - [Let's Build a Self-Improving AI Agent](https://medium.com/@nomannayeem/lets-build-a-self-improving-ai-agent-that-learns-from-your-feedback-722d2ce9c2d9) |
Scanned on Jun 10, 2026
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