llms.txtA

llms.txt from aws/tools-for-devops-agent is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add aws/tools-for-devops-agent/llms.txt@git:20261029.e65384c

Pins git:20261029.e65384c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
aws/tools-for-devops-agent
Path
llms.txt
Versions recorded
11
Latest version
git:20261029.e65384c, committed Oct 29, 2026
First version recorded
Oct 7, 2026
Size
23,241 bytes
Repository stars
137
License
Apache-2.0

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# AWS DevOps Agent Tools

> Open-source tools for AWS DevOps Agent that extend its capabilities for incident response, root cause analysis, and operational troubleshooting. This repository contains skills, custom agents, and MCP servers that can be used with AWS DevOps Agent, as well as templates for writing your own. Skills follow the open Agent Skills specification; MCP servers follow the Model Context Protocol.

## About This Repository

This is the primary open-source collection of tools for AWS DevOps Agent — the AI-powered operations agent from AWS that automates incident investigation, root cause analysis, and operational tasks. It contains three types of tools:

- **Skills** — domain-specific instructions, decision trees, and runbooks the agent follows during investigations. Uploaded to DevOps Agent as zips.
- **Custom agents** — pre-built agent configurations (a system prompt plus assigned tools and skills) for recurring operational workflows such as reports and operational reviews. Created in the DevOps Agent web app.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aws/tools-for-devops-agent/llms.txt@sha256:58f8067624e03eee

The line at the top of this page pins the label git:20261029.e65384c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2wlltm4ud6voevun.svg)](https://markdownregistry.com/a/art_2wlltm4ud6voevun)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 11 versions of this file, between Oct 7, 2026 and Oct 29, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261029.e65384c latest2026-10-29 e65384c 23,241 BA view · diff
git:20261029.6ac81a82026-10-29 6ac81a8 21,438 BA view · diff
git:20261027.b8bb8562026-10-27 b8bb856 21,160 BA view · diff
git:20261026.62c026f2026-10-26 62c026f 22,594 BA view · diff
git:20261026.724c91a2026-10-26 724c91a 20,791 BA view · diff
git:20261022.22481fa2026-10-22 22481fa 20,558 BA view · diff
git:20261021.8f605c32026-10-21 8f605c3 20,196 BA view · diff
git:20261007.ddda70b2026-10-07 ddda70b 19,921 BA view · diff
git:20261007.27c2d5f2026-10-07 27c2d5f 19,498 BA view · diff
git:20261007.860242d2026-10-07 860242d 17,793 BA view · diff
git:20261007.260f4aa2026-10-07 260f4aa 14,573 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (23241 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

aws/tools-for-devops-agent · 137 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2wlltm4ud6voevun
GET https://markdownregistry.com/api/v1/resolve?ref=aws/tools-for-devops-agent/llms.txt
GET https://markdownregistry.com/api/v1/blob/58f8067624e03eee5a60b4da05134f0c9b59a5e481d3b60e9a0d8c6e658837e4

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to add an llms.txt file to a website · which agent file does what.

More from aws/tools-for-devops-agent

CLAUDE.md@.claude CLAUDE.md file
aws/tools-for-devops-agent · .claude/CLAUDE.md
git:20261027.03aea14 · audit A · 137 stars
agentcore-observability-setup SKILL.md skill
aws/tools-for-devops-agent · skills/agentcore-observability-setup/SKILL.md · Validates and bootstraps Amazon Bedrock AgentCore observability so customers can trace
v1.0.2 · audit A · 137 stars
agentcore-ops-review SKILL.md skill
aws/tools-for-devops-agent · skills/agentcore-ops-review/SKILL.md · Comprehensive operational review procedures for Amazon Bedrock
v1.0.3 · audit A · 137 stars
aiml-access-diagnostics SKILL.md skill
aws/tools-for-devops-agent · skills/aiml-access-diagnostics/SKILL.md · Use this skill when diagnosing IAM and access failures for Bedrock and SageMaker. It traces the authorization chain —…
v1.2.4 · audit A · 137 stars
aiml-gpu-training-cluster-investigation SKILL.md skill
aws/tools-for-devops-agent · skills/aiml-gpu-training-cluster-investigation/SKILL.md · Use this skill for GPU training or inference clusters on SageMaker HyperPod (Slurm or
v1.0.6 · audit A · 137 stars
analytics-opensearch-expertise SKILL.md skill
aws/tools-for-devops-agent · skills/analytics-opensearch-expertise/SKILL.md · Amazon OpenSearch Service domain health assessment. Performs read-only, API-driven checks against a customer's…
v2.6.2 · audit A · 137 stars
aws-backup-coverage-review SKILL.md skill
aws/tools-for-devops-agent · skills/aws-backup-coverage-review/SKILL.md · AWS Backup coverage and data protection posture review. Determines
v1.0.3 · audit A · 137 stars
aws-eks-healthdashboard SKILL.md skill
aws/tools-for-devops-agent · skills/aws-eks-healthdashboard/SKILL.md · Use this skill when the user wants to know whether an Amazon EKS cluster is healthy right now, or asks you to assess…
v1.0.0 · audit A · 137 stars
aws-eks-operations-review SKILL.md skill
aws/tools-for-devops-agent · skills/aws-eks-operations-review/SKILL.md · Use this skill when someone wants an Amazon EKS cluster graded against best practices. Use it when they ask to review…
v1.9.6 · audit A · 137 stars
aws-fsxn-operations-review SKILL.md skill
aws/tools-for-devops-agent · skills/aws-fsxn-operations-review/SKILL.md · Amazon FSx for NetApp ONTAP Operational Review. Use when a user asks to review, audit, assess, or health-check FSx for…
v1.0.0 · audit A · 137 stars
aws-health-events SKILL.md skill
aws/tools-for-devops-agent · skills/aws-health-events/SKILL.md · ALWAYS use this skill in the beginning of any incident investigation, root cause
v1.0.1 · audit A · 137 stars
aws-natgw-traffic-analysis SKILL.md skill
aws/tools-for-devops-agent · skills/aws-natgw-traffic-analysis/SKILL.md · Use this skill when a user wants to understand what traffic is going through an AWS NAT Gateway, why it takes that…
v1.0.0 · audit A · 137 stars

Every file in aws/tools-for-devops-agent

Other files named llms.txt

llms.txt llms.txt file
tt-a1i/archify · llms.txt
git:20261031.afcf783 · audit A · 94,561 stars
llms.txt llms.txt file
garrytan/gbrain · llms.txt
git:20261104.dea361e · audit A · 31,587 stars
llms.txt llms.txt file
othmanadi/planning-with-files · llms.txt
git:20260917.2fbbd77 · audit A · 27,905 stars
llms.txt llms.txt file
tw93/kami · llms.txt
git:20261009.3d11cf5 · audit B · 12,282 stars
llms.txt llms.txt file
tw93/waza · llms.txt
git:20260907.2ae9e48 · audit A · 7,521 stars
llms.txt llms.txt file
deanchensj/jiangshan-map · llms.txt
git:20261104.0708131 · audit A · 4,690 stars
llms.txt llms.txt file
nteract/semiotic · llms.txt
git:20261006.a110d98 · audit A · 2,717 stars
llms.txt llms.txt file
ethanyoq/ai-novel-writer · llms.txt
git:20261018.88fb1ad · audit A · 2,388 stars

Browse by kind, by grade A, or by owner.