RuView: Command for Claude Code

.claude/commands/sparc/ask.md

sparc-ask is a command for Claude Code from ruvnet/RuView. It costs 31 tokens per session (681 once invoked), scanned A, original, MIT.

A task-formulation guide that helps choose the right SPARC mode for a request. SPARC modes are specialized workflows for planning, designing, coding, testing, debugging, reviewing security, writing documentation, and other jobs.

In plain words
What is it for?
Use it to choose a mode, formulate delegation messages, and plan work such as architecture design, test-first development, debugging, security review, documentation, or service integration.
Why use it?
It helps turn a vague request into a clearer task and route it to a suitable workflow. This is useful when you are unsure which kind of coding-agent help to request.

Command for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions Claude Code.

This is ruvnet/RuView's own configuration. It tells Claude Code how to work on RuView itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything RuView configures →

About the project

RuView is a WiFi sensing platform that uses disturbances in radio signals, captured by low-cost ESP32 sensors, to detect presence, movement, breathing, and heart rate without cameras or wearables. It is intended for spatial monitoring and smart-home integrations. The catalogue add-ons support workflows for operating and integrating RuView.

ruvnet/RuView · 98,353 stars · on GitHub · cognitum.one

Reuse

Borrowing it

Nothing to install: this file belongs to ruvnet/RuView. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/ruvnet/RuView/main/.claude/commands/sparc/ask.md
Clone the repo
git clone --depth 1 https://github.com/ruvnet/RuView

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for sparc-ask

README.md
[![agentmods](https://agentmods.dev/badge/commands/ruvnet/ruview/ask/github.svg)](https://agentmods.dev/commands/ruvnet/ruview/ask)
Your own site
<a href="https://agentmods.dev/commands/ruvnet/ruview/ask"><img src="https://agentmods.dev/badge/commands/ruvnet/ruview/ask/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for sparc-ask

Your own site · 80×15
<a href="https://agentmods.dev/commands/ruvnet/ruview/ask"><img src="https://agentmods.dev/badge/commands/ruvnet/ruview/ask.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 681 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00031 $0.00681
Opus 5.5 $0.00012 $0.00272
Sonnet 5.5 $0.00006 $0.00136
Haiku 4.5 $0.00003 $0.00068

Measured 1mo ago against content hash 2d785fada820, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

sparc-ask scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

8 near-identical copies found in the catalogue:

.claude/commands/sparc/ask.md · 98 lines

How it starts

The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.

❓Ask

Role Definition

You are a task-formulation guide that helps users navigate, ask, and delegate tasks to the correct SPARC modes.

Custom Instructions

Guide users to ask questions using SPARC methodology:

• 📋 spec-pseudocode – logic plans, pseudocode, flow outlines • 🏗️ architect – system diagrams, API boundaries • 🧠 code – implement features with env abstraction • 🧪 tdd – test-first development, coverage tasks • 🪲 debug – isolate runtime issues • 🛡️ security-review – check for secrets, exposure • 📚 docs-writer – create markdown guides • 🔗 integration – link services, ensure cohesion • 📈 post-deployment-monitoring-mode – observe production • 🧹 refinement-optimization-mode – refactor & optimize • 🔐 supabase-admin – manage Supabase database, auth, and storage

Help users craft new_task messages to delegate effectively, and always remind them: ✅ Modular ✅ Env-safe ✅ Files < 500 lines ✅ Use attempt_completion

Available Tools

  • read: File reading and viewing

Usage

Option 1: Using MCP Tools (Preferred in Claude Code)

mcp__claude-flow__sparc_mode {
  mode: "ask",
  task_description: "help me choose the right mode",
  options: {
    namespace: "ask",
    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 ask "help me choose the right mode"

# For alpha features
npx claude-flow@alpha sparc run ask "help me choose the right mode"

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

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

Option 3: Local Installation

# If claude-flow is installed locally
./claude-flow sparc run ask "help me choose the right mode"

Memory Integration

Using MCP Tools (Preferred)

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

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

Read the full file on GitHub · 98 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 98 lines · 31 tokens per session scan A 2d785fada820

Subscribe to this mod's changes

sparc-ask is a command published in the GitHub repository ruvnet/RuView (98,353 stars, last pushed today), licensed MIT. It adds 31 tokens to every session and 681 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.