What is jcode-ragmir AGENTS.md?

Project instructions for jcode-ragmir, covering its purpose, repository practices, data ingestion, and privacy boundaries. RAG means retrieval-augmented generation: finding relevant stored information before generating an answer.

Use them when developing, operating, or documenting jcode-ragmir, especially features involving retrieval, ingestion, privacy, or repository changes.

They help agents work within the project’s intended scope and avoid unsafe or inappropriate handling of ingested data. They also provide the project-specific rules needed for consistent changes.

How jcode-works/jcode-ragmir configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to jcode-works/jcode-ragmir. 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/jcode-works/jcode-ragmir/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/jcode-works/jcode-ragmir

Made for: Codex, OpenCode.

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/instructions/jcode-works/jcode-ragmir/agents-md/github.svg)](https://agentmods.dev/instructions/jcode-works/jcode-ragmir/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/jcode-works/jcode-ragmir/agents-md"><img src="https://agentmods.dev/badge/instructions/jcode-works/jcode-ragmir/agents-md/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/instructions/jcode-works/jcode-ragmir/agents-md"><img src="https://agentmods.dev/badge/instructions/jcode-works/jcode-ragmir/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 2,211 This file is loaded in full into every session.

When invoked 2,211 The same file — it is already loaded in full.

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	$0.02211	$0.02211
Opus 5.5	$0.00884	$0.00884
Sonnet 5.5	$0.00442	$0.00442
Haiku 4.5	$0.00221	$0.00221

Measured 4d ago against content hash 4f8ece49639e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

jcode-ragmir AGENTS.md 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 4d 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.md · 131 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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.

4d ago Changed · +1 lines · +23 tokens per session 4f8ece49639e
1mo ago Changed · +2 lines · -59 tokens per session 9ad57576276e
2mo ago First seen · 128 lines · 2,247 tokens per session scan A d235a912e801

Subscribe to this mod's changes

jcode-ragmir AGENTS.md is an instructions file published in the GitHub repository jcode-works/jcode-ragmir (6 stars, last pushed 5d ago), licensed AGPL-3.0. It adds 2,211 tokens to every session, about $0.0088 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 AI RAG and vectors TypeScript ai-agents local-first mcp open-source

jcode-ragmir AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
jcode-ragmir AGENTS.mdjcode-works/jcode-ragmir	Instructions file	6	5d ago	AGPL-3.0	A	2,211	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

jcode-ragmir: Instructions file for Codex