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rag-retriever: Command for Claude Code

.claude/commands/rag-cli-help.md

rag-cli-help is a command for Claude Code from codingthefuturewithai/rag-retriever. It costs 0 tokens per session (2,025 once invoked), scanned A, original, MIT.

An interactive help command for RAG Retriever, a tool that collects documents and searches them by meaning rather than exact words. It builds command guidance based on the topic or operation you provide.

In plain words
What is it for?
Use it to get help with searching, importing content, administration, configuration, examples, or a specific RAG Retriever option.
Why use it?
It helps you find the right command and example without having to remember the tool's full command-line interface.

Command for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

This is codingthefuturewithai/rag-retriever's own configuration. It tells Claude Code how to work on rag-retriever 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 rag-retriever configures →

not rated 27repo +1 1y ago A scan 0 tokens original MIT
View source ↗ codingthefuturewithai/rag-retriever
Reuse

Borrowing it

Nothing to install: this file belongs to codingthefuturewithai/rag-retriever. 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/codingthefuturewithai/rag-retriever/main/.claude/commands/rag-cli-help.md
Clone the repo
git clone --depth 1 https://github.com/codingthefuturewithai/rag-retriever

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 rag-cli-help

README.md
[![agentmods](https://agentmods.dev/badge/commands/codingthefuturewithai/rag-retriever/rag-cli-help/github.svg)](https://agentmods.dev/commands/codingthefuturewithai/rag-retriever/rag-cli-help)
Your own site
<a href="https://agentmods.dev/commands/codingthefuturewithai/rag-retriever/rag-cli-help"><img src="https://agentmods.dev/badge/commands/codingthefuturewithai/rag-retriever/rag-cli-help/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 rag-cli-help

Your own site · 80×15
<a href="https://agentmods.dev/commands/codingthefuturewithai/rag-retriever/rag-cli-help"><img src="https://agentmods.dev/badge/commands/codingthefuturewithai/rag-retriever/rag-cli-help.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,025 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 $0.00000 $0.02025
Opus 5.5 $0.00000 $0.00810
Sonnet 5.5 $0.00000 $0.00405
Haiku 4.5 $0.00000 $0.00202

Measured 2mo ago against content hash 63f934c15f01, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

rag-cli-help 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 2mo 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.

.claude/commands/rag-cli-help.md · 269 lines

How it starts

The opening of the file, as written. The whole thing — 269 lines — stays where its author put it; the contents beside it link to each section on GitHub.

RAG Retriever CLI Help

Interactive CLI command builder and context-sensitive help for RAG Retriever operations.

Prerequisites

This command provides CLI guidance and command construction. No MCP server required, but CLI access needed for execution.

Arguments

Use $ARGUMENTS to specify help topic or operation:

  • "commands" - Show all available CLI commands
  • "search" - Help with search operations
  • "ingest" - Help with content ingestion
  • "admin" - Help with administrative operations
  • "config" - Help with configuration and setup
  • "examples" - Show common usage examples
  • "COMMAND_NAME" - Help with specific command

Examples:

  • "commands" - List all CLI commands
  • "search" - Search help and examples
  • "ingest" - Content ingestion guidance
  • "admin" - Administrative operations
  • "--fetch-url" - Help with specific command

Implementation Approach

This command uses direct implementation to provide interactive CLI guidance and command construction.

Your Task

1. Parse Arguments and Identify Help Topic

  • Extract help topic from $ARGUMENTS
  • Determine user's specific needs
  • Provide comprehensive guidance for requested topic

2. Command Reference and Help

Complete Command List

When user requests "commands", provide:

# Core System Commands
rag-retriever --version                    # Show version
rag-retriever --init                       # Initialize configuration
rag-retriever --ui [--port PORT]           # Launch web interface

# Collection Management
rag-retriever --list-collections           # List all collections
rag-retriever --clean [--collection NAME]  # Delete collections/store

# Content Ingestion
rag-retriever --fetch-url URL [OPTIONS]    # Crawl websites
rag-retriever --ingest-file PATH           # Process single file
rag-retriever --ingest-directory PATH      # Process directory
rag-retriever --ingest-image PATH          # Analyze single image
rag-retriever --ingest-image-directory PATH # Process image directory
rag-retriever --github-repo URL [OPTIONS]  # Index GitHub repository
rag-retriever --confluence [OPTIONS]       # Load Confluence content

# Search Operations
rag-retriever --query "TEXT" [OPTIONS]     # Search content
rag-retriever --web-search "TEXT" [OPTIONS] # Search web

# Global Options
--verbose                                  # Enable verbose output
--collection NAME                          # Specify collection
--json                                     # JSON output format

Read the full file on GitHub · 269 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. 2mo ago First seen · 269 lines · 0 tokens per session scan A 63f934c15f01

Subscribe to this mod's changes

rag-cli-help is a command published in the GitHub repository codingthefuturewithai/rag-retriever (27 stars, last pushed 1y ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,025 tokens. 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.

Data and AIRAG and vectors
Related

rag-cli-help compared with commands from other repositories

rag-cli-help next to 6 commands from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
rag-cli-helpcodingthefuturewithai/rag-retrieverCommand271y agoMITA0Claude Code
queryingupstash/redis-jsCommand983yesterdayMITA0Claude Code
ingestGalbaz1/video-research-mcpCommand236d agoMITA10Claude Code
agentget-convex/convex-agent-pluginsCommand11724d agoMITA21Claude Code, Cursor
proofragunshDee/proofragCommand26d agoMITA22Claude Code
inference.embedstratalab/strata-coreCommand51mo agoApache-2.0A0Claude Code
vector.batch_existsstratalab/strata-coreCommand51mo agoApache-2.0A0Claude Code