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rag-knowledge-assistant: Skill for Claude Code

.agents/skills/agentic-rag-extension/SKILL.md

agentic-rag-extension is a skill for Claude Code, Codex from bliss-fox/rag-knowledge-assistant. It costs 179 tokens per session (1,484 once invoked), scanned A, original, no licence file.

A development skill for adding an Agentic RAG layer to a Modular RAG MCP Server and measuring the results. RAG means finding relevant documents before generating an answer; an agentic layer lets the system take multiple reasoning steps.

In plain words
What is it for?
Use it to add a ReAct agent, extend the RAG project through later stages, run Ragas evaluations, and compare measured results.
Why use it?
It preserves the project's architecture decisions and background knowledge, reducing the need to rediscover how the extension should be built and evaluated.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

This is bliss-fox/rag-knowledge-assistant's own configuration. It tells Claude Code and Codex how to work on rag-knowledge-assistant 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-knowledge-assistant configures →

not rated 0repo 18d ago A scan 179 tokens no licence
View source ↗ bliss-fox/rag-knowledge-assistant
Reuse

Borrowing it

Nothing to install: this file belongs to bliss-fox/rag-knowledge-assistant. 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/bliss-fox/rag-knowledge-assistant/main/.agents/skills/agentic-rag-extension/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/bliss-fox/rag-knowledge-assistant

Made for: Claude Code, Codex.

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 agentic-rag-extension

README.md
[![agentmods](https://agentmods.dev/badge/skills/bliss-fox/rag-knowledge-assistant/agentic-rag-extension/github.svg)](https://agentmods.dev/skills/bliss-fox/rag-knowledge-assistant/agentic-rag-extension)
Your own site
<a href="https://agentmods.dev/skills/bliss-fox/rag-knowledge-assistant/agentic-rag-extension"><img src="https://agentmods.dev/badge/skills/bliss-fox/rag-knowledge-assistant/agentic-rag-extension/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 agentic-rag-extension

Your own site · 80×15
<a href="https://agentmods.dev/skills/bliss-fox/rag-knowledge-assistant/agentic-rag-extension"><img src="https://agentmods.dev/badge/skills/bliss-fox/rag-knowledge-assistant/agentic-rag-extension.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 179 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,484 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 unknown 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 $0.00179 $0.01484
Opus 5.5 $0.00072 $0.00594
Sonnet 5.5 $0.00036 $0.00297
Haiku 4.5 $0.00018 $0.00148

Measured 2mo ago against content hash c3e2227970f6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

agentic-rag-extension 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.

.agents/skills/agentic-rag-extension/SKILL.md · 117 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 117 lines · 179 tokens per session scan A c3e2227970f6

Subscribe to this mod's changes

agentic-rag-extension is a skill published in the GitHub repository bliss-fox/rag-knowledge-assistant (0 stars, last pushed 18d ago), with no licence file. It adds 179 tokens to every session and 1,484 once invoked, about $0.0007 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 2026-08-31.

Data and AIRAG and vectors
Related

agentic-rag-extension compared with skills from other repositories

agentic-rag-extension next to 6 skills from other repositories
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