Borrowing it
Nothing to install: this file belongs to marianfoo/local-llm-client-for-sap-consultants-librechat. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/marianfoo/local-llm-client-for-sap-consultants-librechat/main/AGENTS.mdgit clone --depth 1 https://github.com/marianfoo/local-llm-client-for-sap-consultants-librechatWrote 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.
[](https://agentmods.dev/instructions/marianfoo/local-llm-client-for-sap-consultants-librechat/agents-md)<a href="https://agentmods.dev/instructions/marianfoo/local-llm-client-for-sap-consultants-librechat/agents-md"><img src="https://agentmods.dev/badge/instructions/marianfoo/local-llm-client-for-sap-consultants-librechat/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.
<a href="https://agentmods.dev/instructions/marianfoo/local-llm-client-for-sap-consultants-librechat/agents-md"><img src="https://agentmods.dev/badge/instructions/marianfoo/local-llm-client-for-sap-consultants-librechat/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.01739 | $0.01739 |
| Opus 5 | $0.00870 | $0.00870 |
| Sonnet 5 | $0.00348 | $0.00348 |
| Haiku 4.5 | $0.00174 | $0.00174 |
Grade A, and why
local-llm-client-for-sap-consultants-librechat 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 13d 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.
How it starts
The opening of the file, as written. The whole thing — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.
LibreChat
Project Overview
LibreChat is a monorepo with the following key workspaces:
| Workspace | Language | Side | Dependency | Purpose |
|---|---|---|---|---|
/api |
JS (legacy) | Backend | packages/api, packages/data-schemas, packages/data-provider, @librechat/agents |
Express server — minimize changes here |
/packages/api |
TypeScript | Backend | packages/data-schemas, packages/data-provider |
New backend code lives here (TS only, consumed by /api) |
/packages/data-schemas |
TypeScript | Backend | packages/data-provider |
Database models/schemas, shareable across backend projects |
/packages/data-provider |
TypeScript | Shared | — | Shared API types, endpoints, data-service — used by both frontend and backend |
/client |
TypeScript/React | Frontend | packages/data-provider, packages/client |
Frontend SPA |
/packages/client |
TypeScript | Frontend | packages/data-provider |
Shared frontend utilities |
The source code for @librechat/agents (major backend dependency, same team) is at /home/danny/agentus.
Workspace Boundaries
- All new backend code must be TypeScript in
/packages/api. - Keep
/apichanges to the absolute minimum (thin JS wrappers calling into/packages/api). - Database-specific shared logic goes in
/packages/data-schemas. - Frontend/backend shared API logic (endpoints, types, data-service) goes in
/packages/data-provider. - Build data-provider from project root:
npm run build:data-provider.
Code Style
Structure and Clarity
- Never-nesting: early returns, flat code, minimal indentation. Break complex operations into well-named helpers.
- Functional first: pure functions, immutable data,
map/filter/reduceover imperative loops. Only reach for OOP when it clearly improves domain modeling or state encapsulation. - No dynamic imports unless absolutely necessary.
DRY
- Extract repeated logic into utility functions.
- Reusable hooks / higher-order components for UI patterns.
- Parameterized helpers instead of near-duplicate functions.
- Constants for repeated values; configuration objects over duplicated init code.
- Shared validators, centralized error handling, single source of truth for business rules.
- Shared typing system with interfaces/types extending common base definitions.
- Abstraction layers for external API interactions.
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.
- 13d ago First seen · 159 lines · 1,739 tokens per session scan A 5268df54b673
local-llm-client-for-sap-consultants-librechat AGENTS.md is an instructions file published in the GitHub repository marianfoo/local-llm-client-for-sap-consultants-librechat (20 stars, last pushed 6mo ago), licensed MIT. It adds 1,739 tokens to every session, about $0.0087 per session on Opus 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.
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vscode oss-third-party-notices.instructions.md
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