Amazon Elasticache
aws/agent-toolkit-for-aws
Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling pressure, Bedrock latency or cost, or adding a…
References Serverless OpenClaw architecture. An agent skill from serithemage/serverless-openclaw.
Install Architecture
$ npx skills add serithemage/serverless-openclaw --skill architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install serithemage/serverless-openclaw architecture --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/serithemage/serverless-openclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/architecture .claude/skills/architecture && 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 "architecture" agent skill from https://github.com/serithemage/serverless-openclaw/tree/main/.codex/skills/architecture into .claude/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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/serithemage/serverless-openclaw/tree/main/.codex/skills/architectureType 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 serithemage/serverless-openclaw --skill architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install serithemage/serverless-openclaw architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/serithemage/serverless-openclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/architecture .agents/skills/architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "architecture" agent skill from https://github.com/serithemage/serverless-openclaw/tree/main/.codex/skills/architecture into .agents/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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 serithemage/serverless-openclaw --skill architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install serithemage/serverless-openclaw architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/serithemage/serverless-openclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/architecture .cursor/skills/architecture && 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 "architecture" agent skill from https://github.com/serithemage/serverless-openclaw/tree/main/.codex/skills/architecture into .cursor/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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/serithemage/serverless-openclaw.git --path .codex/skills/architecture--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 serithemage/serverless-openclaw --skill architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install serithemage/serverless-openclaw architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/serithemage/serverless-openclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/architecture .gemini/skills/architecture && 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 "architecture" agent skill from https://github.com/serithemage/serverless-openclaw/tree/main/.codex/skills/architecture into .gemini/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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 serithemage/serverless-openclaw architectureInstalls 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 serithemage/serverless-openclaw --skill architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/serithemage/serverless-openclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/architecture .github/skills/architecture && 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 "architecture" agent skill from https://github.com/serithemage/serverless-openclaw/tree/main/.codex/skills/architecture into .github/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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 serithemage/serverless-openclaw --skill architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install serithemage/serverless-openclaw architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/serithemage/serverless-openclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/architecture .opencode/skills/architecture && 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 "architecture" agent skill from https://github.com/serithemage/serverless-openclaw/tree/main/.codex/skills/architecture into .opencode/skills/architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "architecture", 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
architecture- GitHub stars
- 196
- Token cost
- ~639 tokens
- SKILL.md length
- 168 words
- Files
- 1
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- None found
At a glance
References Serverless OpenClaw architecture. An agent skill from serithemage/serverless-openclaw.
- Works in 5 steps: Cost minimization: No NAT Gateway, no… → Serverless-first: Lambda (events),… → Single responsibility: 7 separate… → …
- Tasks that involve Serverless
- SKILL.md covers Design Documents, Core Architecture Principles, AGENT_RUNTIME Feature Flag and Lambda Data Flow (Phase 2), plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Architecture is an agent skill from serithemage/serverless-openclaw. References Serverless OpenClaw architecture. Covers network design, CDK stack structure, DynamoDB data model, API protocols, and container design.
Its SKILL.md is about 640 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 Backend & APIs, covering Serverless and NoSQL databases. It works with Amazon DynamoDB. The repository describes itself as: Run OpenClaw AI agent on-demand on AWS serverless infrastructure with Web UI and Telegram interfaces. Cost target ~$1/month.
When your agent uses it
- Tasks that involve Serverless
- Tasks that involve NoSQL databases
Example prompts
- “Use the architecture skill to reference Serverless OpenClaw architecture. An agent skill from serithemage/serverless-openclaw”
- “/architecture”
Requirements
- Pre-approved tools (allowed-tools): Read, Glob, Grep
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Cost minimization: No NAT Gateway, no ALB, no Interface Endpoints
- Serverless-first: Lambda (events), Fargate Spot (long-running), DynamoDB (PAY_PER_REQUEST)
- Single responsibility: 7 separate Lambdas, 9 separate CDK stacks
- Layer separation: API Gateway → Lambda → Bridge → OpenClaw Gateway
- Protocol translation: Lambda(HTTP) ↔ Bridge ↔ OpenClaw Gateway(JSON-RPC 2.0 WebSocket)
What it can do on your machine
Read from SKILL.md and the folder at commit 504300d. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Architecture loads about 639 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 168 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 168 words (~639 tokens).
“Controls which agent backend handles requests:”
- name
- architecture
- allowed-tools
- Read, Glob, Grep
Files
Just SKILL.md in .codex/skills/architecture of serithemage/serverless-openclaw.
Open the folder on GitHubat commit 504300d
Compare with similar skills
Architecture 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 |
|---|---|---|---|---|---|---|
| Architecture this skillserithemage/serverless-openclaw | 196 | — | ~639 | Automated safety check: Pass | None | |
| Amazon Elasticacheaws/agent-toolkit-for-aws | 2.8k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | |
| AWS Solution Architectalirezarezvani/claude-skills | 28k | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| AWS Serverlessdavila7/claude-code-templates | 32k | 8 repos | ~2k | Automated safety check: Pass | MIT | |
| AWS Lambda Managed Instancesaws/agent-toolkit-for-aws | 2.8k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | |
| Msk Operationsaws/tools-for-devops-agent | 100 | — | ~6.6k | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
AWS Solution Architect
alirezarezvani/claude-skills
Design AWS architectures for startups using serverless patterns and IaC templates.
AWS Serverless
davila7/claude-code-templates
Specialized skill for building production-ready serverless applications on AWS.
- Official
AWS Lambda Managed Instances
aws/agent-toolkit-for-aws
Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI).
- Official
Msk Operations
aws/tools-for-devops-agent
Amazon MSK Provisioned operations, troubleshooting, and health assessment for Standard and Express brokers.
- Official
Connecting Lambda To Dynamodb
aws/agent-toolkit-for-aws
Connects an AWS Lambda function to DynamoDB with IAM roles, stream event source mapping, and read/write permissions.
More from serithemage/serverless-openclaw
All 17 skills in this repoCold Start
serithemage/serverless-openclaw
References cold start optimization history and techniques. An agent skill from serithemage/serverless-openclaw.
Dev
serithemage/serverless-openclaw
Development workflow guide. An agent skill from serithemage/serverless-openclaw.
Openclaw
serithemage/serverless-openclaw
References OpenClaw internals and integration points. An agent skill from serithemage/serverless-openclaw.
Status
serithemage/serverless-openclaw
Shows project progress, phase completion status, test coverage, and deployment info.
Cost
serithemage/serverless-openclaw
References Serverless OpenClaw cost optimization guidelines.
Deploy
serithemage/serverless-openclaw
Deploys Serverless OpenClaw CDK stacks to AWS. An agent skill from serithemage/serverless-openclaw.
Related
Works with
Categories
Questions about Architecture
What does Architecture do?
References Serverless OpenClaw architecture. An agent skill from serithemage/serverless-openclaw. Architecture is an agent skill from serithemage/serverless-openclaw. References Serverless OpenClaw architecture.
When should I use Architecture?
Architecture fits situations like: tasks that involve Serverless; tasks that involve NoSQL databases.
How do I install Architecture in Claude Code?
Run `npx skills add serithemage/serverless-openclaw --skill architecture -a claude-code`. Or copy the skill folder (.codex/skills/architecture in serithemage/serverless-openclaw) into .claude/skills/architecture in your project. Claude Code loads it when a task matches its description.
How do I install Architecture in Codex?
Run `npx skills add serithemage/serverless-openclaw --skill architecture -a codex`. Or copy the skill folder (.codex/skills/architecture in serithemage/serverless-openclaw) into .agents/skills/architecture in your project. Codex loads it when a task matches its description.
Can I use Architecture 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 serithemage/serverless-openclaw --skill architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/architecture, .gemini/skills/architecture, .github/skills/architecture and .opencode/skills/architecture in your project.
What does Architecture need to run?
SKILL.md names no scripts, command-line tools or credentials: Architecture is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep.
Does Architecture access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Architecture 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 Architecture use?
No licence was found for Architecture or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Architecture use?
About 639 tokens (SKILL.md is roughly 2.6k 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 Architecture?
Skills that share tags, products or a category with Architecture: Amazon Elasticache (aws/agent-toolkit-for-aws, 2.8k stars), AWS Solution Architect (alirezarezvani/claude-skills, 28k stars), AWS Serverless (davila7/claude-code-templates, 32k stars) and AWS Lambda Managed Instances (aws/agent-toolkit-for-aws, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Architecture?
serithemage (a GitHub user) maintains it in serithemage/serverless-openclaw, which has 196 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on March 29, 2026.
Source: serithemage/serverless-openclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.