What is doraemon llm-app-patterns.md?

Instructions for building applications powered by large language models, including retrieval-augmented generation (RAG), where the model finds relevant source information before answering.

Use it when designing RAG pipelines, retrieval methods, or agent architectures.

It provides patterns for organising document chunks, searching them, and structuring AI agents.

How AlleyBo55/doraemon configures Kiro

Reuse

Borrowing it

Nothing to install: this file belongs to AlleyBo55/doraemon. 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/AlleyBo55/doraemon/master/.kiro/steering/llm-app-patterns.md

Clone the repo

git clone --depth 1 https://github.com/AlleyBo55/doraemon

Made for: Kiro.

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/alleybo55/doraemon/llm-app-patterns/github.svg)](https://agentmods.dev/instructions/alleybo55/doraemon/llm-app-patterns)

Your own site

<a href="https://agentmods.dev/instructions/alleybo55/doraemon/llm-app-patterns"><img src="https://agentmods.dev/badge/instructions/alleybo55/doraemon/llm-app-patterns/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/alleybo55/doraemon/llm-app-patterns"><img src="https://agentmods.dev/badge/instructions/alleybo55/doraemon/llm-app-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 744 This file is loaded in full into every session.

When invoked 744 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	$0.00744	$0.00744
Opus 5.5	$0.00298	$0.00298
Sonnet 5.5	$0.00149	$0.00149
Haiku 4.5	$0.00074	$0.00074

Measured 9d ago against content hash 6e589954d141, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

doraemon llm-app-patterns.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 9d 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.

.kiro/steering/llm-app-patterns.md · 112 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.

9d ago First seen · 112 lines · 744 tokens per session scan A 6e589954d141

Subscribe to this mod's changes

doraemon llm-app-patterns.md is an instructions file published in the GitHub repository AlleyBo55/doraemon (54 stars, last pushed 4d ago), with no licence file. It adds 744 tokens to every session, about $0.0030 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 2026-10-28.

Building agents Data and AI RAG and vectors agent agentic-ai agents ai ai-agents ai-companion

doraemon llm-app-patterns.md next to 6 instructions from other repositories
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doraemon: Instructions file for Kiro