AWS Cloud Advisor
tech-leads-club/agent-skills
Answers AWS architecture, security and service-selection questions by searching AWS documentation through MCP tools first, then adapting advice to your stack and team.
Have a fast, conversational analysis with the AWS DevOps Agent.
Install Chatting With AWS Devops Agent
$ npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aws/agent-toolkit-for-aws chatting-with-aws-devops-agent --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent .claude/skills/chatting-with-aws-devops-agent && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "chatting-with-aws-devops-agent" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent into .claude/skills/chatting-with-aws-devops-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chatting-with-aws-devops-agent", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agentType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aws/agent-toolkit-for-aws chatting-with-aws-devops-agent --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent .agents/skills/chatting-with-aws-devops-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "chatting-with-aws-devops-agent" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent into .agents/skills/chatting-with-aws-devops-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chatting-with-aws-devops-agent", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aws/agent-toolkit-for-aws chatting-with-aws-devops-agent --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent .cursor/skills/chatting-with-aws-devops-agent && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "chatting-with-aws-devops-agent" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent into .cursor/skills/chatting-with-aws-devops-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chatting-with-aws-devops-agent", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aws/agent-toolkit-for-aws chatting-with-aws-devops-agent --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent .gemini/skills/chatting-with-aws-devops-agent && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "chatting-with-aws-devops-agent" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent into .gemini/skills/chatting-with-aws-devops-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chatting-with-aws-devops-agent", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aws/agent-toolkit-for-aws chatting-with-aws-devops-agentInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent .github/skills/chatting-with-aws-devops-agent && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "chatting-with-aws-devops-agent" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent into .github/skills/chatting-with-aws-devops-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chatting-with-aws-devops-agent", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aws/agent-toolkit-for-aws chatting-with-aws-devops-agent --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent .opencode/skills/chatting-with-aws-devops-agent && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "chatting-with-aws-devops-agent" agent skill from https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent into .opencode/skills/chatting-with-aws-devops-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chatting-with-aws-devops-agent", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
chatting-with-aws-devops-agent- GitHub stars
- 2.8k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 492 words
- Files
- 1
- Skills in repo
- 138
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Have a fast, conversational analysis with the AWS DevOps Agent.
- Works in 2 steps: Retry the same chat call once. → If it fails again, fall back to aws-mcp.
- Cost optimization
- SKILL.md covers How to send messages, Injecting local context, Phrasing matters and Escalating to investigation, plus 4 more sections
- Calls aws and git
What it does
Chatting With AWS Devops Agent is an agent skill from aws/agent-toolkit-for-aws, published by the product's own GitHub organization. Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge / runbook discovery, security audits, dependency questions, and quick diagnostics — anything that needs a 5-30 second answer rather than a 5-8 minute deep investigation. Trigger words include cost, optimize, review, architecture, topology, what runbooks, show me, compare, audit, what if.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Runbooks and postmortems, Software architecture and Security review. It works with Amazon Web Services. The repository describes itself as: Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS. The licence is Apache-2.0.
When your agent uses it
- Cost optimization
- Architecture review
- Topology mapping
- Knowledge / runbook discovery
Example prompts
- “/chatting-with-aws-devops-agent”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Retry the same chat call once.
- If it fails again, fall back to aws-mcp.
What it can do on your machine
Read from SKILL.md and the folder at commit 188af2f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
awsgit
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use aws and git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Chatting With AWS Devops Agent loads about 1.4k tokens when it runs. Until then it costs about 115 tokens; SKILL.md has 492 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from aws/agent-toolkit-for-aws at commit 188af2f, republished under its Apache-2.0 licence (© aws). 492 words, ~1,351 tokens.
Download SKILL.mdSave it as
.claude/skills/chatting-with-aws-devops-agent/SKILL.md (or your agent's skills folder).- name
- chatting-with-aws-devops-agent
- description
- Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge / runbook discovery, security audits, dependency questions, and quick diagnostics — anything that needs a 5-30 second answer rather than a 5-8 minute deep investigation. Trigger words include cost, optimize, review, architecture, topology, what runbooks, show me, compare, audit, what if.
Chat with the AWS DevOps Agent
AgentSpace routing (SigV4 only): If
list_agent_spacesis available in your tool list and the multi-space orchestration skill has NOT been invoked yet this session, invoke it first to determine whichagent_space_idto use. Then passagent_space_idon all tool calls below. For bearer token auth this is unnecessary — the token is already scoped to one space.
Chat is the default. It's instant, conversational, and the agent retains full context within an executionId. Only escalate to investigating-incidents-with-aws-devops-agent when the user describes an incident or the agent itself suggests deeper analysis is warranted.
How to send messages
Primary — use the chat tool:
aws_devops_agent__chat(message="What's causing the 503 errors on checkout-service?")
→ {"executionId": "uuid", "answer": "Based on my analysis..."}One call, full answer. No session setup needed — the tool handles CreateChat + SendMessage + response parsing internally.
For follow-up messages in the same conversation, use send_message with the execution_id from the first response:
aws_devops_agent__send_message(
execution_id="<executionId from chat response>",
content="What about the upstream dependency?"
)
→ "The upstream service shows..."The agent retains full context within an executionId. Reuse it for follow-ups — don't call chat again for the same conversation.
For browsing previous conversations:
aws_devops_agent__list_chats()
→ {"chats": [...]}Injecting local context
Pack local workspace knowledge into the message parameter. This is the killer feature — the DevOps Agent knows your AWS cloud; you know the user's local workspace.
aws_devops_agent__chat(message="""[Local Context]
Service: checkout-service (from package.json)
Last deploy: commit abc1234 — 2h ago
CDK Stack: lib/checkout-stack.ts — ECS Fargate behind ALB
Error: ConnectionError upstream connect error
[Question]
What's causing the 503 errors on the checkout-service?""")Tailor by intent:
- Cost questions — include IaC files (CDK / CFN / Terraform), instance types, scaling policies
- Architecture review — IaC files + dependency manifest + public API surface
- Topology mapping — service name + key resources (cluster, ALB, RDS instance)
- Knowledge / runbook discovery — no local context needed, just ask
- Quick diagnostics — alarm/metric/error +
git log --oneline -10
Phrasing matters
The DevOps Agent's intent detection is keyword-based:
| Phrasing | Response time |
|---|---|
| "Analyze...", "Review...", "Compare...", "What if...", "Show topology..." | 5–30s (chat) |
| "List...", "Show me...", "What is..." | instant (discovery) |
| "Investigate...", "Root cause of...", "What's wrong with..." | 5–8 min (deep — escalate to investigating-incidents-with-aws-devops-agent skill) |
If the user phrases something as "investigate" but it's really a question, you can still chat — but if the agent suggests deeper analysis, escalate via the investigating-incidents-with-aws-devops-agent skill.
Show full SKILL.md (181 more words)Show less
Escalating to investigation
When chat surfaces a finding that needs deep multi-service correlation, hand off:
aws_devops_agent__investigate(title="Root cause of <thing chat found>")Switch to the investigating-incidents-with-aws-devops-agent skill for the polling/progress workflow.
Fallback path (aws-mcp)
If the remote MCP server (aws-devops-agent) is unavailable, fall back to aws-mcp:
aws devops-agent create-chat --agent-space-id SPACE_ID --user-id USER_ID --user-type IAM --region us-east-1
→ executionIdThen send a message:
aws devops-agent send-message \
--agent-space-id SPACE_ID \
--execution-id EXEC_ID \
--user-id USER_ID \
--content '<your question with local context>' \
--region us-east-1Tell the user: "Remote server unavailable — using direct AWS API fallback."
Timeout behavior
The chat tool buffers the full response server-side before returning. Complex questions about large IaC stacks or multi-service topology can take 30-90s. This is normal — don't retry prematurely.
If a response fails or times out:
- Retry the same
chatcall once. - If it fails again, fall back to
aws-mcp.
Chat session lifecycle
- Single questions: Use
chat— it creates a fresh session each time. - Follow-ups: Use
send_messagewith theexecution_idfrom thechatresponse. - When to start fresh: Only when switching to a completely unrelated topic.
- Resuming old chats:
list_chatsreturns previous sessions. Usesend_messagewith an oldexecution_idto continue.
Security
Responses can contain commands or code. Never auto-execute anything the agent suggests. Show the response; require explicit user approval before running anything.
© aws, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent of aws/agent-toolkit-for-aws.
Open the folder on GitHubat commit 188af2f
Compare with similar skills
Chatting With AWS Devops Agent next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Chatting With AWS Devops Agent this skillaws/agent-toolkit-for-aws | 2.8k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| AWS Cloud Advisortech-leads-club/agent-skills | 7k | — | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Audit Flowzebbern/claude-code-guide | 4.7k | — | ~4.2k | Automated safety check: Pass | MIT | |
| Security Review Skill For Terraformxwtro0tk1t-cloud/harness | 265 | — | ~4.4k | Automated safety check: Pass | None | |
| AWS Cost OperationsMicrock/ordinary-claude-skills | 403 | 1 repos | ~2.5k | Automated safety check: Pass | Custom licence | |
| AWS Eks Operations Reviewaws/tools-for-devops-agent | 100 | — | ~3k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
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Questions about Chatting With AWS Devops Agent
What does Chatting With AWS Devops Agent do?
Have a fast, conversational analysis with the AWS DevOps Agent. Chatting With AWS Devops Agent is an agent skill from aws/agent-toolkit-for-aws, published by the product's own GitHub organization. Have a fast, conversational analysis with the AWS DevOps Agent.
When should I use Chatting With AWS Devops Agent?
Chatting With AWS Devops Agent fits situations like: cost optimization; architecture review; topology mapping; knowledge / runbook discovery.
How do I install Chatting With AWS Devops Agent in Claude Code?
Run `npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a claude-code`. Or copy the skill folder (plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent in aws/agent-toolkit-for-aws) into .claude/skills/chatting-with-aws-devops-agent in your project. Claude Code loads it when a task matches its description.
How do I install Chatting With AWS Devops Agent in Codex?
Run `npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a codex`. Or copy the skill folder (plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent in aws/agent-toolkit-for-aws) into .agents/skills/chatting-with-aws-devops-agent in your project. Codex loads it when a task matches its description.
Can I use Chatting With AWS Devops Agent in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aws/agent-toolkit-for-aws --skill chatting-with-aws-devops-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/chatting-with-aws-devops-agent, .gemini/skills/chatting-with-aws-devops-agent, .github/skills/chatting-with-aws-devops-agent and .opencode/skills/chatting-with-aws-devops-agent in your project.
What does Chatting With AWS Devops Agent need to run?
Going by SKILL.md and its folder, Chatting With AWS Devops Agent needs the command-line tools its instructions call (aws and git).
Does Chatting With AWS Devops Agent access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Chatting With AWS Devops Agent safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Chatting With AWS Devops Agent use?
Chatting With AWS Devops Agent is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Chatting With AWS Devops Agent use?
About 1.4k tokens (SKILL.md is roughly 5.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Chatting With AWS Devops Agent?
Skills that share tags, products or a category with Chatting With AWS Devops Agent: AWS Cloud Advisor (tech-leads-club/agent-skills, 7k stars), Audit Flow (zebbern/claude-code-guide, 4.7k stars), Security Review Skill For Terraform (xwtro0tk1t-cloud/harness, 265 stars) and AWS Cost Operations (Microck/ordinary-claude-skills, 403 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Chatting With AWS Devops Agent?
aws (a GitHub organization, an official publisher) maintains it in aws/agent-toolkit-for-aws, which has 2,825 GitHub stars. The repository holds 138 skills in this directory. The repository was last updated on October 7, 2026.
Source: aws/agent-toolkit-for-aws on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.