Curate project knowledge and skills
self-improving-agentskillsetup L2★17,464
alirezarezvani/claude-skills ↗What it does
Build agent feedback loops that learn from failures and refine prompts
Best for
When building agents that improve automatically by learning from task failures and refining their own instructions.
Inputs
- · failed task trace
- · error analysis
- · capability gap data
Outputs
- · refined prompt instructions
- · skill additions
- · model fine-tune data
Requires
- · feedback collection system
- · prompt optimization
- · skill registration
Preconditions
Structured task failure logging; feedback mechanism
Failure modes
- · noisy feedback
- · prompt overfitting
- · skill conflicts
Trust signals
- · feedback loop architecture
- · prompt optimization framework
- · skill conflict resolution