What is rag-retrieval-service?

A retrieval-augmented generation service skill, based on an implementation from the RoboLearn backend. Retrieval-augmented generation means finding relevant stored information before producing an answer.

It may relate to building a service that retrieves information for generated responses, but the available description is too thin to state concrete jobs.

The description does not provide enough detail to identify the service's specific behaviour or supported setup.

How mjunaidca/robolearn configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to mjunaidca/robolearn. 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/mjunaidca/robolearn/main/.claude/skills/rag-retrieval-service/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/mjunaidca/robolearn

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/mjunaidca/robolearn/rag-retrieval-service/github.svg)](https://agentmods.dev/skills/mjunaidca/robolearn/rag-retrieval-service)

Your own site

<a href="https://agentmods.dev/skills/mjunaidca/robolearn/rag-retrieval-service"><img src="https://agentmods.dev/badge/skills/mjunaidca/robolearn/rag-retrieval-service/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/mjunaidca/robolearn/rag-retrieval-service"><img src="https://agentmods.dev/badge/skills/mjunaidca/robolearn/rag-retrieval-service.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,705 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.03705
Opus 5.5	$0.00000	$0.01482
Sonnet 5.5	$0.00000	$0.00741
Haiku 4.5	$0.00000	$0.00370

Measured 2mo ago against content hash 985dbc420b08, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

rag-retrieval-service 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/skills/rag-retrieval-service/SKILL.md · 531 lines

The source is not reproduced here

No licence file

Read it on GitHub

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.

2mo ago First seen · 531 lines · 0 tokens per session scan A 985dbc420b08

Subscribe to this mod's changes

rag-retrieval-service is a skill published in the GitHub repository mjunaidca/robolearn (9 stars, last pushed 10mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 3,705 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 2026-08-31.

Data and AI RAG and vectors ai-agents ai-native-development better-auth-nextjs chatkit-advanced spec-driven-development sso

rag-retrieval-service next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
rag-retrieval-servicemjunaidca/robolearn	Skill	9	10mo ago	none	A	0	Claude Code
embeddingsruvnet/ruflo	Skill	81k	yesterday	MIT	A	62	Claude Code
llm-app-patternsdavila7/claude-code-templates	Skill	33k	yesterday	MIT	A	54	Claude Code, Codex
9router-embeddingsdecolua/9router	Skill	32k	9d ago	MIT	A	66	Claude Code, Codex
embedding-strategiesforyourhealth111-pixel/Vibe-Skills	Skill	3.8k	3d ago	Apache-2.0	A	37	Claude Code, Codex
similarity-search-patternsforyourhealth111-pixel/Vibe-Skills	Skill	3.8k	3d ago	Apache-2.0	A	30	Claude Code, Codex
eddtruera/trulens	Skill	3.6k	yesterday	MIT	A	63	Claude Code, Codex

robolearn: Skill for Claude Code