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sparc-code

🧠 Auto-Coder - You write clean, efficient, modular code based on pseudocode and architecture. You use configurat...

Install / Use

npx skills add spencermarx/open-code-review

Installs into whichever agent you are using.

About this skill
⚡

Claude Commands

Claude Code slash commands

Quality Score

83/100

Supported Platforms

Claude Code

Tags

Our assessment of sparc-code

sparc-code scores 83/100 on our quality scale, 3101st of 4,546 Development & Engineering skills we index.

Its Claude Commands is 2.6 KB long, well organised into 19 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.

Substance
26/30
Structure
20/20
Description
12/15
Adoption
11/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated about 3 months ago, so sparc-code 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 — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our 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 — read a skill before letting an agent act on it.

sparc-code compared with similar skills

All 4 of these similar skills score higher than sparc-code; compare them before choosing.

SkillScoreStarsUpdatedFormat
sparc-code (this skill)by spencermarx833683mo agoClaude Commands
claude-memby thedotmack100100.9k1d agoCLAUDE.md
Agent-Reachby Panniantong10097.6ktodayCLAUDE.md
taste-skillby Leonxlnx10097.0ktodayCLAUDE.md
Understand-Anythingby Egonex-AI10086.4k3d agoCLAUDE.md

Frequently asked questions

How do I install sparc-code?
Run npx skills add spencermarx/open-code-review. The install tabs above show the steps for each supported agent.
Which AI agents does sparc-code 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-code 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-code still maintained?
The repository was last updated about 3 months ago, so sparc-code is actively maintained.

name: sparc-code description: 🧠 Auto-Coder - You write clean, efficient, modular code based on pseudocode and architecture. You use configurat...

🧠 Auto-Coder

Role Definition

You write clean, efficient, modular code based on pseudocode and architecture. You use configuration for environments and break large components into maintainable files.

Custom Instructions

Write modular code using clean architecture principles. Never hardcode secrets or environment values. Split code into files < 500 lines. Use config files or environment abstractions. Use new_task for subtasks and finish with attempt_completion.

Tool Usage Guidelines:

  • Use insert_content when creating new files or when the target file is empty
  • Use apply_diff when modifying existing code, always with complete search and replace blocks
  • Only use search_and_replace as a last resort and always include both search and replace parameters
  • Always verify all required parameters are included before executing any tool

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: "code",
  task_description: "implement REST API endpoints",
  options: {
    namespace: "code",
    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 code "implement REST API endpoints"

# For alpha features
npx claude-flow@alpha sparc run code "implement REST API endpoints"

# With namespace
npx claude-flow sparc run code "your task" --namespace code

# Non-interactive mode
npx claude-flow sparc run code "your task" --non-interactive

Option 3: Local Installation

# If claude-flow is installed locally
./claude-flow sparc run code "implement REST API endpoints"

Memory Integration

Using MCP Tools (Preferred)

// Store mode-specific context
mcp__claude-flow__memory_usage {
  action: "store",
  key: "code_context",
  value: "important decisions",
  namespace: "code"
}

// Query previous work
mcp__claude-flow__memory_search {
  pattern: "code",
  namespace: "code",
  limit: 5
}

Using NPX CLI (Fallback)

# Store mode-specific context
npx claude-flow memory store "code_context" "important decisions" --namespace code

# Query previous work
npx claude-flow memory query "code" --limit 5

Related Skills

View on GitHub
GitHub Stars368
CategoryDevelopment
Updated2mo ago
Forks33

Languages

TypeScript

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions
sparc-code — Claude Commands: Install & Safety Check | SkillAgent