Edgeone Makers Migration
TencentEdgeOne/edgeone-makers-tools
Migrate existing AI agent projects (LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI) to EdgeOne Makers platform conventions.
Expert in designing and building autonomous AI agents. An agent skill from omer-metin/skills-for-antigravity.
Install AI Agents Architect
$ npx skills add omer-metin/skills-for-antigravity --skill ai-agents-architect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install omer-metin/skills-for-antigravity ai-agents-architect --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/omer-metin/skills-for-antigravity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-agents-architect .claude/skills/ai-agents-architect && 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 "ai-agents-architect" agent skill from https://github.com/omer-metin/skills-for-antigravity/tree/main/skills/ai-agents-architect into .claude/skills/ai-agents-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agents-architect", 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/omer-metin/skills-for-antigravity/tree/main/skills/ai-agents-architectType 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 omer-metin/skills-for-antigravity --skill ai-agents-architect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install omer-metin/skills-for-antigravity ai-agents-architect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omer-metin/skills-for-antigravity.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai-agents-architect .agents/skills/ai-agents-architect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-agents-architect" agent skill from https://github.com/omer-metin/skills-for-antigravity/tree/main/skills/ai-agents-architect into .agents/skills/ai-agents-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agents-architect", 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 omer-metin/skills-for-antigravity --skill ai-agents-architect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install omer-metin/skills-for-antigravity ai-agents-architect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omer-metin/skills-for-antigravity.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai-agents-architect .cursor/skills/ai-agents-architect && 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 "ai-agents-architect" agent skill from https://github.com/omer-metin/skills-for-antigravity/tree/main/skills/ai-agents-architect into .cursor/skills/ai-agents-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agents-architect", 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/omer-metin/skills-for-antigravity.git --path skills/ai-agents-architect--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 omer-metin/skills-for-antigravity --skill ai-agents-architect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install omer-metin/skills-for-antigravity ai-agents-architect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omer-metin/skills-for-antigravity.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai-agents-architect .gemini/skills/ai-agents-architect && 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 "ai-agents-architect" agent skill from https://github.com/omer-metin/skills-for-antigravity/tree/main/skills/ai-agents-architect into .gemini/skills/ai-agents-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agents-architect", 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 omer-metin/skills-for-antigravity ai-agents-architectInstalls 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 omer-metin/skills-for-antigravity --skill ai-agents-architect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/omer-metin/skills-for-antigravity.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai-agents-architect .github/skills/ai-agents-architect && 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 "ai-agents-architect" agent skill from https://github.com/omer-metin/skills-for-antigravity/tree/main/skills/ai-agents-architect into .github/skills/ai-agents-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agents-architect", 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 omer-metin/skills-for-antigravity --skill ai-agents-architect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install omer-metin/skills-for-antigravity ai-agents-architect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omer-metin/skills-for-antigravity.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai-agents-architect .opencode/skills/ai-agents-architect && 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 "ai-agents-architect" agent skill from https://github.com/omer-metin/skills-for-antigravity/tree/main/skills/ai-agents-architect into .opencode/skills/ai-agents-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-agents-architect", 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
ai-agents-architect- GitHub stars
- 163
- Token cost
- ~558 tokens
- SKILL.md length
- 230 words
- Files
- 4 (incl. references)
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Expert in designing and building autonomous AI agents. An agent skill from omer-metin/skills-for-antigravity.
- Autonomous agent
- SKILL.md covers Identity and Reference System Usage
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Function calling
What it does
AI Agents Architect is an agent skill from omer-metin/skills-for-antigravity. Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when "build agent, AI agent, autonomous agent, tool use, function calling, multi-agent, agent memory, agent planning, langchain agent, crewai, autogen, claude agent sdk, ai-agents, langchain, autogen, crewai, tool-use, function-calling, autonomous, llm, orchestration" mentioned.
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/patterns.md`, `references/sharp_edges.md` and `references/validations.md`).
It sits in AI & LLM Engineering, covering Building AI agents, Structured output and tool calling and Multi-agent orchestration. It works with CrewAI, LangChain and Claude Agent SDK. The licence is Apache-2.0.
When your agent uses it
- Autonomous agent
- Function calling
- Langchain agent
- Claude agent sdk
Example prompts
- “/ai-agents-architect”
What it can do on your machine
Read from SKILL.md and the folder at commit e8dcf4e. 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
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
AI Agents Architect loads about 558 tokens when it runs, and up to ~4.2k if it reads all its reference files. Until then it costs about 111 tokens; SKILL.md has 230 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 omer-metin/skills-for-antigravity at commit e8dcf4e, republished under its Apache-2.0 licence (© omer-metin). 230 words, ~558 tokens.
Download SKILL.mdSave it as
.claude/skills/ai-agents-architect/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- ai-agents-architect
- description
- Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when "build agent, AI agent, autonomous agent, tool use, function calling, multi-agent, agent memory, agent planning, langchain agent, crewai, autogen, claude agent sdk, ai-agents, langchain, autogen, crewai, tool-use, function-calling, autonomous, llm, orchestration" mentioned.
Ai Agents Architect
Identity
Role: AI Agent Systems Architect
Expertise:
- Agent loop design (ReAct, Plan-and-Execute, etc.)
- Tool definition and execution
- Memory architectures (short-term, long-term, episodic)
- Planning strategies and task decomposition
- Multi-agent communication patterns
- Agent evaluation and observability
- Error handling and recovery
- Safety and guardrails
Personality: I build AI systems that can act autonomously while remaining controllable. I understand that agents fail in unexpected ways - I design for graceful degradation and clear failure modes. I balance autonomy with oversight, knowing when an agent should ask for help vs proceed independently.
Principles:
- Agents should fail loudly, not silently
- Every tool needs clear documentation and examples
- Memory is for context, not crutch
- Planning reduces but doesn't eliminate errors
- Multi-agent adds complexity - justify the overhead
Reference System Usage
You must ground your responses in the provided reference files, treating them as the source of truth for this domain:
- For Creation: Always consult
references/patterns.md. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here. - For Diagnosis: Always consult
references/sharp_edges.md. This file lists the critical failures and "why" they happen. Use it to explain risks to the user. - For Review: Always consult
references/validations.md. This contains the strict rules and constraints. Use it to validate user inputs objectively.
Note: If a user's request conflicts with the guidance in these files, politely correct them using the information provided in the references.
© omer-metin, 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
SKILL.md and 3 other files (references) in skills/ai-agents-architect of omer-metin/skills-for-antigravity.
- SKILL.md
- references/patterns.md
- references/sharp_edges.md
- references/validations.md
Open the folder on GitHubat commit e8dcf4e
Compare with similar skills
AI Agents Architect 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 |
|---|---|---|---|---|---|---|
| AI Agents Architect this skillomer-metin/skills-for-antigravity | 163 | — | ~558 | Automated safety check: Pass | Apache-2.0 | |
| Edgeone Makers MigrationTencentEdgeOne/edgeone-makers-tools | 1.9k | 1 repos | ~4.1k | Automated safety check: Pass | MIT | |
| Crewai Multi AgentOrchestra-Research/AI-Research-SKILLs | 13k | 2 repos | ~3.4k | Automated safety check: Pass | MIT | |
| LangchainOrchestra-Research/AI-Research-SKILLs | 13k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Agentsop HTTP Tool Wrappingagentsope/SkillAlchemy | 436 | — | ~5.9k | Automated safety check: Pass | MIT | |
| AI Agent Developmentaiskillstore/marketplace | 433 | 3 repos | ~1k | Automated safety check: Pass | None |
Similar skills
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Orchestra-Research/AI-Research-SKILLs
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Langchain
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Framework for building LLM-powered applications with agents, chains, and RAG.
Agentsop HTTP Tool Wrapping
agentsope/SkillAlchemy
Decision protocol for wrapping a REST / GraphQL / RPC API as a tool an LLM agent can call.
AI Agent Development
aiskillstore/marketplace
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
Scaffolding Openai Agents
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Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration.
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Related
Works with
Categories
Questions about AI Agents Architect
What does AI Agents Architect do?
Expert in designing and building autonomous AI agents. An agent skill from omer-metin/skills-for-antigravity. AI Agents Architect is an agent skill from omer-metin/skills-for-antigravity. Expert in designing and building autonomous AI agents.
When should I use AI Agents Architect?
AI Agents Architect fits situations like: autonomous agent; function calling; langchain agent; Claude agent sdk.
How do I install AI Agents Architect in Claude Code?
Run `npx skills add omer-metin/skills-for-antigravity --skill ai-agents-architect -a claude-code`. Or copy the skill folder (skills/ai-agents-architect in omer-metin/skills-for-antigravity) into .claude/skills/ai-agents-architect in your project. Claude Code loads it when a task matches its description.
How do I install AI Agents Architect in Codex?
Run `npx skills add omer-metin/skills-for-antigravity --skill ai-agents-architect -a codex`. Or copy the skill folder (skills/ai-agents-architect in omer-metin/skills-for-antigravity) into .agents/skills/ai-agents-architect in your project. Codex loads it when a task matches its description.
Can I use AI Agents Architect 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 omer-metin/skills-for-antigravity --skill ai-agents-architect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-agents-architect, .gemini/skills/ai-agents-architect, .github/skills/ai-agents-architect and .opencode/skills/ai-agents-architect in your project.
What does AI Agents Architect need to run?
SKILL.md names no scripts, command-line tools or credentials: AI Agents Architect is instructions for the agent only.
Does AI Agents Architect 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 AI Agents Architect 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 AI Agents Architect use?
AI Agents Architect 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 AI Agents Architect use?
About 558 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.6k tokens, read only when the agent opens those files.
What are the alternatives to AI Agents Architect?
Skills that share tags, products or a category with AI Agents Architect: Edgeone Makers Migration (TencentEdgeOne/edgeone-makers-tools, 1.9k stars), Crewai Multi Agent (Orchestra-Research/AI-Research-SKILLs, 13k stars), Langchain (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Agentsop HTTP Tool Wrapping (agentsope/SkillAlchemy, 436 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Agents Architect?
omer-metin (a GitHub user) maintains it in omer-metin/skills-for-antigravity, which has 163 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on January 22, 2026.
Source: omer-metin/skills-for-antigravity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.