Omnigent Framework Detection
omnigent-ai/omnigent
Scans Python agent code for framework imports and recommends the matching Omnigent executor type, or says when the framework is not natively supported yet.
ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构，供 agent-dev-workshop Phase 5 代码生成使用。
Install Adk Framework Adapters
$ npx skills add hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins adk-framework-adapters --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/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/Colin4k1024/tsp/skills/adk-framework-adapters .claude/skills/adk-framework-adapters && 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 "adk-framework-adapters" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/Colin4k1024/tsp/skills/adk-framework-adapters into .claude/skills/adk-framework-adapters/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-framework-adapters", 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/hashgraph-online/awesome-codex-plugins/tree/main/plugins/Colin4k1024/tsp/skills/adk-framework-adaptersType 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 hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins adk-framework-adapters --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/Colin4k1024/tsp/skills/adk-framework-adapters .agents/skills/adk-framework-adapters && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "adk-framework-adapters" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/Colin4k1024/tsp/skills/adk-framework-adapters into .agents/skills/adk-framework-adapters/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-framework-adapters", 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 hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins adk-framework-adapters --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/Colin4k1024/tsp/skills/adk-framework-adapters .cursor/skills/adk-framework-adapters && 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 "adk-framework-adapters" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/Colin4k1024/tsp/skills/adk-framework-adapters into .cursor/skills/adk-framework-adapters/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-framework-adapters", 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/hashgraph-online/awesome-codex-plugins.git --path plugins/Colin4k1024/tsp/skills/adk-framework-adapters--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 hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins adk-framework-adapters --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/Colin4k1024/tsp/skills/adk-framework-adapters .gemini/skills/adk-framework-adapters && 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 "adk-framework-adapters" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/Colin4k1024/tsp/skills/adk-framework-adapters into .gemini/skills/adk-framework-adapters/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-framework-adapters", 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 hashgraph-online/awesome-codex-plugins adk-framework-adaptersInstalls 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 hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/Colin4k1024/tsp/skills/adk-framework-adapters .github/skills/adk-framework-adapters && 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 "adk-framework-adapters" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/Colin4k1024/tsp/skills/adk-framework-adapters into .github/skills/adk-framework-adapters/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-framework-adapters", 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 hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins adk-framework-adapters --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/Colin4k1024/tsp/skills/adk-framework-adapters .opencode/skills/adk-framework-adapters && 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 "adk-framework-adapters" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/Colin4k1024/tsp/skills/adk-framework-adapters into .opencode/skills/adk-framework-adapters/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adk-framework-adapters", 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
adk-framework-adapters- GitHub stars
- 1.2k
- Token cost
- ~528 tokens
- SKILL.md length
- 143 words
- Files
- 6 (incl. references)
- Skills in repo
- 686
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构，供 agent-dev-workshop Phase 5 代码生成使用。
- Works in 4 steps: 在 references/ 下创建 {framework}.md → 包含 frontmatter（framework, version,… → 至少覆盖：项目模板、Agent 创建、Tool 定义、Memory 配置、运行入口 → …
- Tasks that involve Building AI agents
- SKILL.md covers 何时激活, 支持的框架, 版本锁定机制 and 框架能力对照表, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Adk Framework Adapters is an agent skill from hashgraph-online/awesome-codex-plugins. ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构，供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verifieddate 用于版本锁定。
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `references/agentscope.md`, `references/autogen.md` and `references/crewai.md`).
It sits in AI & LLM Engineering, covering Building AI agents. It works with CrewAI, LangChain and Python. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Building AI agents
Example prompts
- “/adk-framework-adapters”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 在 references/ 下创建 {framework}.md
- 包含 frontmatter（framework, version, verified_date）
- 至少覆盖：项目模板、Agent 创建、Tool 定义、Memory 配置、运行入口
- 更新本文件的框架表
What it can do on your machine
Read from SKILL.md and the folder at commit 78497e5. 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 (its code samples are yaml).
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
Adk Framework Adapters loads about 528 tokens when it runs, and up to ~7.6k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 143 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 hashgraph-online/awesome-codex-plugins at commit 78497e5, republished under its Apache-2.0 licence (© hashgraph-online). 143 words, ~528 tokens.
Download SKILL.mdSave it as
.claude/skills/adk-framework-adapters/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- adk-framework-adapters
- description
- ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构，供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verified_date 用于版本锁定。
- origin
- ECC
ADK Framework Adapters
为 AI Agent 代码生成提供框架特定的适配层。
何时激活
agent-dev-workshopPhase 5 自动调用- 用户需要特定框架的 Agent 代码模板
- 需要对比不同框架的 API 差异时
支持的框架
| 框架 | 语言 | 维护方 | Reference | 版本锁定 |
|---|---|---|---|---|
| LangChain / LangGraph | Python, TypeScript | LangChain Inc. | references/langchain.md | ✅ |
| EINO | Go | ByteDance | references/eino.md | ✅ |
| AutoGen | Python | Microsoft | references/autogen.md | ✅ |
| AgentScope | Python | Alibaba | references/agentscope.md | ✅ |
| CrewAI | Python | CrewAI Inc. | references/crewai.md | ✅ |
版本锁定机制
每个 reference 文件头部包含：
framework: langchain
version: "0.3.x"
verified_date: "2025-01-15"使用规则:
verified_date距今 ≤ 90 天 → 正常使用verified_date距今 > 90 天 → 生成代码前提醒用户检查 API 变化/harness-audit会检查所有 reference 文件的 staleness
框架能力对照表
| 能力 | LangChain | EINO | AutoGen | AgentScope | CrewAI |
|---|---|---|---|---|---|
| ReAct Agent | ✅ AgentExecutor | ✅ ReactAgent | ✅ AssistantAgent | ✅ ReActAgent | ✅ Agent |
| Multi-Agent | ✅ LangGraph | ⚠️ 自定义 | ✅ GroupChat | ✅ Pipeline | ✅ Crew |
| RAG Pipeline | ✅ Retriever chain | ✅ flow chain | ⚠️ 需集成 | ✅ Knowledge module | ✅ Knowledge |
| Tool Definition | ✅ @tool decorator | ✅ ToolsNode | ✅ Function | ✅ ServiceToolkit | ✅ @tool |
| Memory | ✅ 内置多种 | ✅ ChatTemplate | ✅ 内置 | ✅ Memory module | ✅ 内置 |
| Streaming | ✅ | ✅ | ✅ | ✅ | ⚠️ 有限 |
| Async | ✅ | ✅ (goroutine) | ✅ | ✅ | ⚠️ 有限 |
图例：✅ 原生支持 / ⚠️ 部分支持或需额外集成
使用方式
# 在 agent-dev-workshop Phase 5 中
1. 确认目标框架
2. 读取 references/{framework}.md
3. 检查 verified_date
4. 使用 reference 中的 code templates 生成项目
5. 根据 agent-spec 和 architecture 填充模板变量新增框架
新增框架适配器时：
- 在
references/下创建{framework}.md - 包含 frontmatter（framework, version, verified_date）
- 至少覆盖：项目模板、Agent 创建、Tool 定义、Memory 配置、运行入口
- 更新本文件的框架表
© hashgraph-online, 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 5 other files (references) in plugins/Colin4k1024/tsp/skills/adk-framework-adapters of hashgraph-online/awesome-codex-plugins.
- SKILL.md
- references/agentscope.md
- references/autogen.md
- references/crewai.md
- references/eino.md
- references/langchain.md
Open the folder on GitHubat commit 78497e5
Compare with similar skills
Adk Framework Adapters 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 |
|---|---|---|---|---|---|---|
| Adk Framework Adapters this skillhashgraph-online/awesome-codex-plugins | 1.2k | — | ~528 | Automated safety check: Pass | Apache-2.0 | |
| Omnigent Framework Detectionomnigent-ai/omnigent | 11k | — | ~610 | Automated safety check: Pass | Apache-2.0 | |
| Cloudbase AgentTencentCloudBase/CloudBase-AI-Toolkit | 1.1k | 2 repos | ~476 | Automated safety check: Pass | MIT | |
| Neo4j Agent Memory Skillneo4j-contrib/neo4j-skills | 114 | — | ~5.8k | Automated safety check: Pass | MIT | |
| Mem0 Platform SDKmem0ai/mem0 | 67k | 2 repos | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Add Example AgentGetBindu/Bindu | 10k | — | ~1.1k | Automated safety check: Notes | Custom licence |
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Questions about Adk Framework Adapters
What does Adk Framework Adapters do?
ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构，供 agent-dev-workshop Phase 5 代码生成使用。. Adk Framework Adapters is an agent skill from hashgraph-online/awesome-codex-plugins.
When should I use Adk Framework Adapters?
Adk Framework Adapters fits situations like: tasks that involve Building AI agents.
How do I install Adk Framework Adapters in Claude Code?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a claude-code`. Or copy the skill folder (plugins/Colin4k1024/tsp/skills/adk-framework-adapters in hashgraph-online/awesome-codex-plugins) into .claude/skills/adk-framework-adapters in your project. Claude Code loads it when a task matches its description.
How do I install Adk Framework Adapters in Codex?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a codex`. Or copy the skill folder (plugins/Colin4k1024/tsp/skills/adk-framework-adapters in hashgraph-online/awesome-codex-plugins) into .agents/skills/adk-framework-adapters in your project. Codex loads it when a task matches its description.
Can I use Adk Framework Adapters 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 hashgraph-online/awesome-codex-plugins --skill adk-framework-adapters -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adk-framework-adapters, .gemini/skills/adk-framework-adapters, .github/skills/adk-framework-adapters and .opencode/skills/adk-framework-adapters in your project.
What does Adk Framework Adapters need to run?
SKILL.md names no scripts, command-line tools or credentials: Adk Framework Adapters is instructions for the agent only. Our summary lists: Python 3.
Does Adk Framework Adapters 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 Adk Framework Adapters 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 Adk Framework Adapters use?
Adk Framework Adapters 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 Adk Framework Adapters use?
About 528 tokens (SKILL.md is roughly 2.1k 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 7k tokens, read only when the agent opens those files.
What are the alternatives to Adk Framework Adapters?
Skills that share tags, products or a category with Adk Framework Adapters: Omnigent Framework Detection (omnigent-ai/omnigent, 11k stars), Cloudbase Agent (TencentCloudBase/CloudBase-AI-Toolkit, 1.1k stars), Neo4j Agent Memory Skill (neo4j-contrib/neo4j-skills, 114 stars) and Mem0 Platform SDK (mem0ai/mem0, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Adk Framework Adapters?
hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,242 GitHub stars. The repository holds 686 skills in this directory. The repository was last updated on October 8, 2026.
Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.