Continuously improve agentic workflows
triple-loop-learningskillsetup L4★3
richfrem/agent-plugins-skills ↗What it does
Govern autonomous system meta-learning feedback
Best for
When you want autonomous continuous improvement of system instructions based on objective headless benchmarks.
Inputs
- · search query
Outputs
- · report
- · structured results
Requires
- · LLM CLI
- · Python
- · Bash CLI
Preconditions
- · Python 3.8+ installed
- · Bash/shell environment
Failure modes
- · External tool missing → fails with dependency error
Trust signals
- · Workflow-driven execution with gates
- · Step-by-step execution protocol
- · UAT/testing built-in