No signal event on file yet — status is unknown, not "quiet".
- first observed Kanon started keeping permanent history for this agent
| Machine-callable | — | unknown | — |
| Open source | 1 | inferred | 1 quote(s) |
| Self-hostable | 1 | inferred | 1 quote(s) |
| Bring your own key | 1 | inferred | 1 quote(s) |
| Autonomy level | 2 | inferred | 2 quote(s) |
| Pricing model | — | unknown | — |
| Integrations | hermes,claude-code | inferred | 1 quote(s) |
“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
It represents a critical step toward truly adaptive AI agents through continuous, automated self-optimization.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“Just your host agent, a scheduled job, and Python stdlib.”— readme
“A provider credential (`ANTHROPIC_API_KEY` by default, or the key matching `SKILL_EVOLUTION_PROVIDER`) | Always”— readme
“Reads past sessions, analyzes them against loaded skills, generates structured proposals, and optionally auto-applies high-confidence improvements.”— readme
“No daemons. No external services. No GPU. Just your host agent, a scheduled job, and Python stdlib.”— readme
“ships adapters for **Hermes** and **Claude Code**”— readme
FAQ
What is A self-improvement feedback loop for AI agent skills?
A system that enables AI agents to automatically analyze their performance and refine their behavior over time, helping developers build more capable and adaptive agents.
What does A self-improvement feedback loop for AI agent skills do?
To automatically analyze task performance and improve behavior strategies after each execution.
Why does A self-improvement feedback loop for AI agent skills matter?
It represents a critical step toward truly adaptive AI agents through continuous, automated self-optimization.
How much does A self-improvement feedback loop for AI agent skills cost?
Free + $20/mo for advanced features
Is A self-improvement feedback loop for AI agent skills free?
Yes — A self-improvement feedback loop for AI agent skills has a free tier. Pricing as stated on its own page: Free + $20/mo for advanced features
Is A self-improvement feedback loop for AI agent skills open source?
Yes — A self-improvement feedback loop for AI agent skills is open source.
Can I self-host A self-improvement feedback loop for AI agent skills?
Yes — A self-improvement feedback loop for AI agent skills can be self-hosted.
What does A self-improvement feedback loop for AI agent skills integrate with?
hermes,claude-code
How popular is A self-improvement feedback loop for AI agent skills?
As tracked by KanonAgent: 2 upvotes (first indexed 2026-08-05).
What are the best A self-improvement feedback loop for AI agent skills alternatives?
Similar AI agents tracked by KanonAgent: Stealth Venture, taste-skill, open-design, deer-flow, ruflo, career-ops.