altk-evolve
Self improving agents through iterations
- Agent refines API call logic after detecting malformed requests
- Code generation agent improves output based on test failures
- Data extraction agent adjusts parsing strategy when format validation fails
Reduces manual iteration cycles by enabling agents to refine outputs based on execution feedback. Cuts development time for complex task automation.
Teams building multi-step AI workflows that need agents to self-correct without human intervention between steps.
https://github.com/AgentToolkit/altk-evolve
By AgentToolkit
How to Get It
claude plugins install AgentToolkit/altk-evolve
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Trust Signals Auto-scanned
Community Pulse Growing
Discussed on Hacker News, Reddit
- Idea for a weapon based on the M1917 revolver: the “Survivor” Tunnel Revolver — Reddit · 17 pts
- We built a long-term memory plugin for Codex (Apache-2.0) — Reddit · 13 pts
- A long-term memory system that turns agent trajectories into reusable guidelines — Hacker News · 4 pts
6 mentions across 2 sources
Reviewer notes
Auto-scanned review. These are observations, not a security certification.
Scored from trust signals (evidence-eval-v1): 84 GitHub stars; contributors unknown; last commit 2d ago; license Apache-2.0.
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Evaluation
Scored from trust signals (evidence-eval-v1): 84 GitHub stars; contributors unknown; last commit 2d ago; license Apache-2.0.