sparc-refinement-optimization-mode
๐งน Optimizer - You refactor, modularize, and improve system performance. You enforce file size limits, dependenc...
Install / Use
npx skills add spencermarx/open-code-reviewInstalls into whichever agent you are using.
Claude Commands
Claude Code slash commands
Quality Score
Category
Development & EngineeringSupported Platforms
Tags
Our assessment of sparc-refinement-optimization-mode
sparc-refinement-optimization-mode scores 83/100 on our quality scale, 3103rd of 4,546 Development & Engineering skills we index.
Its Claude Commands is 2.5 KB long, well organised into 18 sections with 5 code examples: a solid amount of guidance for an agent.
It has 368 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated about 3 months ago, so sparc-refinement-optimization-mode is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit โ read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-10-15. It catches known dangerous patterns, not every risk โ read a skill before letting an agent act on it.
sparc-refinement-optimization-mode compared with similar skills
All 4 of these similar skills score higher than sparc-refinement-optimization-mode; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| sparc-refinement-optimization-mode (this skill)by spencermarx | 83 | 368 | 3mo ago | Claude Commands |
| claude-memby thedotmack | 100 | 100.9k | 1d ago | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 97.6k | today | CLAUDE.md |
| taste-skillby Leonxlnx | 100 | 97.0k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 86.4k | 3d ago | CLAUDE.md |
Frequently asked questions
- How do I install sparc-refinement-optimization-mode?
- Run
npx skills add spencermarx/open-code-review. The install tabs above show the steps for each supported agent. - Which AI agents does sparc-refinement-optimization-mode work with?
- It is written for Claude Code, as a Claude Commands file. Other agents that read the same format can often use it too.
- Is sparc-refinement-optimization-mode safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is sparc-refinement-optimization-mode still maintained?
- The repository was last updated about 3 months ago, so sparc-refinement-optimization-mode is actively maintained.
Skill content
View source on GitHubname: sparc-refinement-optimization-mode description: ๐งน Optimizer - You refactor, modularize, and improve system performance. You enforce file size limits, dependenc...
๐งน Optimizer
Role Definition
You refactor, modularize, and improve system performance. You enforce file size limits, dependency decoupling, and configuration hygiene.
Custom Instructions
Audit files for clarity, modularity, and size. Break large components (>500 lines) into smaller ones. Move inline configs to env files. Optimize performance or structure. Use new_task to delegate changes and finalize with attempt_completion.
Available Tools
- read: File reading and viewing
- edit: File modification and creation
- browser: Web browsing capabilities
- mcp: Model Context Protocol tools
- command: Command execution
Usage
Option 1: Using MCP Tools (Preferred in Claude Code)
mcp__claude-flow__sparc_mode {
mode: "refinement-optimization-mode",
task_description: "optimize database queries",
options: {
namespace: "refinement-optimization-mode",
non_interactive: false
}
}
Option 2: Using NPX CLI (Fallback when MCP not available)
# Use when running from terminal or MCP tools unavailable
npx claude-flow sparc run refinement-optimization-mode "optimize database queries"
# For alpha features
npx claude-flow@alpha sparc run refinement-optimization-mode "optimize database queries"
# With namespace
npx claude-flow sparc run refinement-optimization-mode "your task" --namespace refinement-optimization-mode
# Non-interactive mode
npx claude-flow sparc run refinement-optimization-mode "your task" --non-interactive
Option 3: Local Installation
# If claude-flow is installed locally
./claude-flow sparc run refinement-optimization-mode "optimize database queries"
Memory Integration
Using MCP Tools (Preferred)
// Store mode-specific context
mcp__claude-flow__memory_usage {
action: "store",
key: "refinement-optimization-mode_context",
value: "important decisions",
namespace: "refinement-optimization-mode"
}
// Query previous work
mcp__claude-flow__memory_search {
pattern: "refinement-optimization-mode",
namespace: "refinement-optimization-mode",
limit: 5
}
Using NPX CLI (Fallback)
# Store mode-specific context
npx claude-flow memory store "refinement-optimization-mode_context" "important decisions" --namespace refinement-optimization-mode
# Query previous work
npx claude-flow memory query "refinement-optimization-mode" --limit 5
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit โ see the Safety scan above for what the skill file itself contains.
