loop-agent
Loop Agent Skill
Execute workflow agents iteratively for refinement and progressive improvement until quality criteria are met.
Quick Reference
- Modes - Loop termination modes (fixed, criteria, convergence, hybrid)
- Patterns - Common loop patterns (refinement, test-fix, optimization)
- Configuration - Loop setup and templates
- Examples - Complete loop examples
When to Use
- Code needs iterative refinement until quality standards met
- Tests need repeated fix-validate cycles
- Performance requires progressive optimization
- Quality improvements need multiple passes
- Feedback loops necessary for convergence
NOT Appropriate For
- Single-pass tasks (use specialized agent)
- Purely parallel work (use agent-coordination)
- Simple linear workflows (use sequential)
- One-time analysis
Core Concepts
Loop Termination Modes
| Mode | Description | Use When |
|---|---|---|
| Fixed | Run exactly N iterations | Known number of passes needed |
| Criteria | Until success criteria met | Specific quality/performance targets |
| Convergence | Stop at diminishing returns | Optimal result unknown |
| Hybrid | Combine multiple conditions | Complex requirements |
See modes.md for detailed mode documentation and patterns.md for common loop patterns.
More from d-o-hub/rust-self-learning-memory
web-search-researcher
Research topics using web search and content fetching to find accurate, current information. Use when you need modern information, official documentation, best practices, technical solutions, or comparisons beyond your training data.
46perplexity-researcher-reasoning-pro
Highest level of research and reasoning capabilities for complex decision-making with significant consequences, strategic planning, technical architecture decisions, multi-stakeholder problems, or high-complexity troubleshooting requiring expert-level judgment and sophisticated reasoning chains. Prioritizes actively maintained repositories and validates website sources for 2025 relevance.
44context-retrieval
Retrieve relevant episodic context from memory for informed decision-making. Use when you need past episodes, patterns, or solutions to similar tasks.
44rust-code-quality
Perform comprehensive Rust code quality reviews against best practices for async Rust, error handling, testing, and project structure
43codebase-analyzer
Analyze implementation details, trace data flow, explain technical workings, locate files, and consolidate codebases. Use when you need to understand HOW code works, find file locations, or assess technical debt.
40perplexity-researcher-pro
Complex research requiring deeper analysis, multi-step reasoning, and sophisticated source evaluation for technical, academic, or specialized domain queries needing expert-level analysis, high-stakes decisions, or multi-layered problem solving.
39