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赫菲斯托斯
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Agent工作流

赫菲斯托斯

基于 Python · 无代码搭建完整 AI 自动化流程
英文名:Hephaestus
⭐ 92 Stars 🍴 16 Forks 💻 Python 📄 Apache-2.0 🏷 AI 8.0分
8.0AI 综合评分
AI工作流agent
✦ AI Skill Hub 推荐

赫菲斯托斯 是 AI Skill Hub 本期精选Agent工作流之一。综合评分 8.0 分,整体质量较高。我们强烈推荐将其纳入你的 AI 工具库,帮助提升工作效率。

📚 深度解析

赫菲斯托斯 是一套完整的 AI Agent 自动化工作流方案。随着 AI 能力的不断提升,基于 Agent 的自动化工作流正在成为提升个人和团队效率的核心方式。区别于传统的 RPA 自动化(模拟鼠标键盘操作),AI Agent 工作流通过理解任务意图、动态规划执行路径,能够处理更复杂的非结构化任务。

赫菲斯托斯 工作流的设计遵循"最小配置,最大复用"原则:核心逻辑已经封装好,用户只需配置自己的 API Key 和业务参数即可快速上手。工作流内置错误处理和重试机制,在网络波动或 API 限速等情况下仍能稳定运行,适合作为生产环境的自动化基础设施。

在实际部署时,建议先在测试环境中运行 3-5 次,验证各个环节的输出结果符合预期,再部署到生产环境。AI Skill Hub 评分 8.0 分,是同类 Agent 工作流中的精选推荐。

📋 工具概览

赫菲斯托斯 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

GitHub Stars
⭐ 92
开发语言
Python
支持平台
Windows / macOS / Linux
维护状态
轻量级项目,按需更新
开源协议
Apache-2.0
AI 综合评分
8.0 分
工具类型
Agent工作流
Forks
16

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理,如需查看完整原始文档请访问底部「原始来源」。

赫菲斯托斯 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

📌 核心特色
  • 可视化 Agent 工作流编排,无需编写复杂代码
  • 支持多步骤自动化任务链,实现全流程无人值守
  • 与外部 API、数据库和第三方服务无缝集成
  • 内置错误处理与自动重试机制,保障稳定运行
  • 提供可复用的自动化模板,快速在同类场景部署
🎯 主要使用场景
  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同
以下安装命令基于项目开发语言和类型自动生成,实际以官方 README 为准。
安装命令
# 方式一:pip 安装(推荐)
pip install hephaestus

# 方式二:虚拟环境安装(推荐生产环境)
python -m venv .venv
source .venv/bin/activate  # Windows: .venv\Scripts\activate
pip install hephaestus

# 方式三:从源码安装(获取最新功能)
git clone https://github.com/agentlas-ai/Hephaestus
cd Hephaestus
pip install -e .

# 验证安装
python -c "import hephaestus; print('安装成功')"
📋 安装步骤说明
  1. 访问 GitHub 仓库获取工作流文件
  2. 在对应平台(Dify / Flowise / Make 等)中找到「导入工作流」功能
  3. 上传工作流文件
  4. 按照提示配置必要的环境变量和 API Key
  5. 运行测试确认流程正常后投入使用
以下用法示例由 AI Skill Hub 整理,涵盖最常见的使用场景。
常用命令 / 代码示例
# 命令行使用
hephaestus --help

# 基本用法
hephaestus input_file -o output_file

# Python 代码中调用
import hephaestus

# 示例
result = hephaestus.process("input")
print(result)
以下配置示例基于典型使用场景生成,具体参数请参照官方文档调整。
配置示例
# hephaestus 配置文件示例(config.yml)
app:
  name: "hephaestus"
  debug: false
  log_level: "INFO"

# 运行时指定配置文件
hephaestus --config config.yml

# 或通过环境变量配置
export HEPHAESTUS_API_KEY="your-key"
export HEPHAESTUS_OUTPUT_DIR="./output"
📑 README 深度解析 真实文档 完整度 48/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理,保留代码块、表格与列表结构。

简介

<p align="center"><a href="https://github.com/agentlas-ai/agentlas-desktop-releases/releases/latest"><img alt="Download Agentlas Desktop for macOS" src="https://img.shields.io/badge/Download-macOS-000000?style=for-the-badge&logo=apple&logoColor=white"></a> <a href="https://github.com/agentlas-ai/agentlas-desktop-releases/releases/latest"><img alt="Download Agentlas Desktop for Windows" src="https://img.shields.io/badge/Download-Windows-0078D4?style=for-the-badge&logo=windows&logoColor=white"></a> <a href="https://github.com/agentlas-ai/agentlas-desktop-releases/releases/latest"><img alt="Download Agentlas Desktop for Linux" src="https://img.shields.io/badge/Download-Linux-333333?style=for-the-badge&logo=linux&logoColor=white"></a></p> <p align="center"><sub><strong>Agentlas Desktop</strong> · <a href="https://agentlas.cloud/desktop">agentlas.cloud/desktop</a></sub></p>

Agentlas OS

<p align="center"> <strong>Your headhunter. When the work needs a specialist team, it brings one.</strong><br> <sub>Runs inside Claude Code, Codex, Cursor and Antigravity.</sub> </p>

<p align="center"> What if the right specialists organised themselves around whatever you were doing.<br> What if a frontend specialist and a backend specialist came to you the moment you started building.<br> A job that needs accounting knowledge and marketing at once — can one agent do that? </p>

<p align="center"> <a href="https://github.com/agentlas-ai/Agentlas-OS/releases/latest"><img alt="release" src="https://img.shields.io/github/v/release/agentlas-ai/Agentlas-OS?label=release"></a> <a href="LICENSE"><img alt="License: Apache-2.0" src="https://img.shields.io/badge/license-Apache--2.0-green"></a> <img alt="platforms" src="https://img.shields.io/badge/macOS%20%7C%20Windows%20%7C%20Linux-black"> <img alt="hosts" src="https://img.shields.io/badge/Claude%20Code%20%7C%20Codex%20%7C%20Cursor%20%7C%20Antigravity%20%7C%20Local-black"> <img alt="ranking" src="https://img.shields.io/badge/ranking-none%20by%20design-blue"> <a href="https://discord.gg/wbWfdGZ6S"><img alt="Join the Agentlas Discord" src="https://img.shields.io/badge/Discord-Join-5865F2?logo=discord&logoColor=white"></a> </p> <p align="center"> <a href="README.md">English</a> · <a href="README.ko.md">한국어</a> · <a href="README.zh-CN.md">中文</a> · <a href="README.ja.md">日本語</a> · <a href="README.hi.md">हिन्दी</a> </p>

Agentlas Hub is a free agent community. Publishing and calling public agents requires no agent price, lease, or Agentlas credit purchase. The caller supplies their own model and API access; subscription plans cover Agentlas software and hosted features. Creator settlement for new Hub activity is closed. Existing account balances and historical claims remain subject to the applicable account terms.

In the Web Hub, each public agent has a space for browsing its release files when the author permits source access, discussing the agent, and reviewing its agent files and versions.

Install

Agentlas OS — for Claude Code, Codex, Antigravity, Cursor and the other hosts on your machine. No sudo, nothing written outside $HOME. Restart your agent host afterwards and run hephaestus doctor.

curl -fsSL https://raw.githubusercontent.com/agentlas-ai/Agentlas-OS/main/scripts/install-all-runtimes.sh | bash

Agentlas Desktop — the app, if you prefer a window to a terminal.

curl -fsSL https://agentlas.cloud/install.sh | bash        # macOS · Linux
irm https://agentlas.cloud/install.ps1 | iex               # Windows PowerShell

<p align="center"><sub>Downloads the latest signed release, checks its sha512, and installs without <code>sudo</code> or an admin prompt · <a href="https://github.com/agentlas-ai/agentlas-desktop-releases/releases/latest">download manually</a> · <a href="https://github.com/agentlas-ai/agentlas-desktop">Agentlas Desktop is open source — view the repo</a></sub></p>

<details> <summary><strong>Desktop and Agentlas OS together</strong></summary>

curl -fsSL https://agentlas.cloud/install.sh | bash -s -- --with-engine
$env:AGENTLAS_WITH_ENGINE="1"; irm https://agentlas.cloud/install.ps1 | iex

</details>

---

Build your own specialist

When nobody on the list fits, build one. /hep-build turns a sentence into a portable single agent or team: it asks only the questions that would change the result, writes the package, and runs the contract checks before calling it done. /hep-build session does the same from the conversation you are already in.

/hep-build an agent that reviews App Store replies before they go out
/hep-build session

Every build ships input and output schemas, a routing card, and the rest of the package contract below; a build that misses a required file fails instead of shipping. Keep it in your private Agent Cloud or publish it to the free Hub with /hep-upload, and /hep-network can staff it like any other candidate.

---

Install: every method, and what it writes

curl -fsSL https://raw.githubusercontent.com/agentlas-ai/Agentlas-OS/main/scripts/install-all-runtimes.sh | bash

One line, no sudo, nothing written outside $HOME. Then restart your agent host and run hephaestus doctor — it prints what is wired and what is not. Prefer a GUI? Agentlas Desktop runs the same runtime on macOS, Windows and Linux.

It configures every supported host it finds on this machine, not only the one you are typing in — detection is by what is on your PATH.

<details> <summary><strong>Everything it writes</strong> — the full list, because "and so on" is not an answer</summary>

PathWhat lands there
~/.agentlas/the runtime itself, and its generations
~/.local/bin/the hephaestus, ontology, agentlas-one and hep-* shell wrappers
~/.claude/, ~/.codex/plugin registration, commands/prompts, memory hooks, MCP registration
~/.cursor/commands, skills, and the MCP entry in mcp.json
~/.gemini/antigravity/, ~/.gemini/config/Antigravity workflows, plugin, MCP config and memory hook — Antigravity lives under .gemini, not .antigravity
~/.config/opencode/commands, the MCP entry in opencode.json, and the memory plugin
~/.config/goose/config.yamlMCP registration, only when the file does not exist yet
~/.copilot/mcp-config.jsonMCP server registration
~/.openclaw/skills and the agentlas-one hook
~/.hermes/skills/, ~/.kimi/skills/skills
~/.grok/memory hook and a managed block in ~/.grok/AGENTS.md
~/.agents/the vendor-neutral skills directory, plus goose's agentlas-one hook plugin

Two things that are easy to assume wrongly:

- It configures every supported host it finds, not just the one you are typing in. Detection is by what is on your PATH, so an otherwise empty home still gets Cursor, OpenCode and the rest wired up if those CLIs are installed. Hosts it cannot find are reported as skipped, not faked. - It edits files that already exist (~/.codex/config.toml, ~/.cursor/mcp.json, ~/.config/opencode/opencode.json, ~/.copilot/mcp-config.json, ~/.gemini/config/mcp_config.json). It replaces only the entries it owns — the hephaestus-network MCP server, plus the legacy agentlas entry it removes — and leaves every other key in place. A JSON config that does not parse is refused, not overwritten. No backup copy is written, except that a Codex marketplace-source change is snapshotted to ~/.codex/.agentlas-marketplace-backups/. An existing ~/.config/goose/config.yaml is never rewritten; the installer tells you how to add the entry yourself.

It never uses sudo, never writes outside $HOME, and downloads only from github.com. The release archive's SHA-256 is checked before anything is extracted, and a mismatch refuses the install.

Two more things worth knowing before you run it:

- An existing install is updated in place, not removed and reinstalled. An installed Claude Code plugin is updated with claude plugin update, and a marketplace entry is re-pointed only when it is the installer's own verified source, so unrelated plugin settings survive. - ~/.claude.json may appear at the root of your home. That is the claude CLI initialising itself; on native Windows it also records the MCP server the installer registers with claude mcp add --scope user.

</details>

Paste to Install

Already inside an LLM? Paste this into Claude Code, Codex, Antigravity or Cursor. It is written so the model can verify what it is running before it runs it, rather than being asked to trust it blindly:

I want to install Agentlas OS / Hephaestus from this open-source GitHub repo:
https://github.com/agentlas-ai/Agentlas-OS

Before running anything, fetch and read the installer script so you know what
it does:
https://raw.githubusercontent.com/agentlas-ai/Agentlas-OS/main/scripts/install-all-runtimes.sh

It downloads a release tarball from this same repo's GitHub Releases, verifies
its SHA-256 before extracting, and writes files only under ~/.agentlas,
~/.local/bin, and the plugin/command-adapter directories of the agent hosts it
finds on this machine (e.g. ~/.claude for Claude Code) — nothing outside those
paths, and never with sudo. If that matches what you read, run it:
curl -fsSL https://raw.githubusercontent.com/agentlas-ai/Agentlas-OS/main/scripts/install-all-runtimes.sh | bash

Afterwards, show me the installer's own verification output for this host,
and tell me plainly whether `/agentlas build` (or this host's equivalent
command surface) is ready to use, or whether I need to restart the host or
reload plugins first.

Do not add the optional global router yet — I will decide that separately.

The package contract — what every build must emit

An agent package is not a worker with capabilities. It is a method document. Three layers, and conflating them is the single most expensive mistake this project has made:

layerwhat it iswho supplies it
**LLM**the worker: reasoning, language, general knowledgeyou (BYOM)
**Runtime**the facilities: read the web, write files, run a shell, drive a browserthe host machine
**Agent**the work manual: procedure, judgement rules, source priority, input/output contracts, stop conditionsthe package

"Can this agent read the web?" is a category error. The runtime reads the web. The only question a package can answer is what method does it carry, and what must the machine be able to do for that method to run.

package-contract.json is the machine-readable list of artifacts every build emits, and bin/hephaestus contract verify <folder> is what enforces it. A build that omits a required artifact fails; it does not ship. Four of those artifacts carry the routing contract:

contracts/intake.schema.json     what a requester must hand over before work starts
contracts/output.schema.json     what the requester ends up holding
contracts/output.example.json    one real instance, validated by a JSON Schema
                                 validator at publish time — never by a model
.agentlas/brief.json             the compiled resume, schemaVersion agentlas.brief/1

Direction lives in the filename because nothing else ever marked it, and a schema whose direction must be guessed cannot be matched against a request.

Two rules bind every enum a build writes. Both were paid for in production:

1. Any enum reachable from matching must carry an escape member ("other", "unknown"). Matching one stated requirement against a 23-word closed list took a three-candidate inventory to zero on eight probes out of eight. A publisher whose real case is not on the list must still be findable. 2. Sentences stay sentences. No field that holds an author's sentence may be split into terms for matching. Shredding refusal sentences into the bare words tests and ci cut a correct agent's score to a quarter and pushed it from rank 2 to rank 24 — on a query that was literally its own job.

Vendor and MCP names live in exactly one place, host[].preferred, and that field is display-only. Roughly 99.9% of machines have no MCP servers installed, so a package wired to its author's own Slack, Notion or Jira has to stay usable by everyone else: the matcher reads host[].capability ("open the page in a real browser and read what a user would see") and every requirement states withoutIt, what the method still does on a machine that lacks the facility.

agentlas.brief/1 is written from either side — side: "offer" is the package's resume, side: "need" is the requester's work order. The same form, so the two can be compared without a translation step. Its schema is schemas/agentlas-brief.schema.json, and it is compiled, never hand-written: the upload path writes it from the files the package already ships.

fieldwhat it holdswhere it comes from
statementthe author's own sentence about the workthe routing card, carried whole
deliverables[].label / .containswhat the requester ends up holding, and what is inside itcontracts/output.schema.json — the title and its property names
deliverables[].shapeledger / verdict / dossier / computation / blueprint / rendition / othercomputed from the output schema's **topology** — arity and value spaces, never a title or a filename
deliverables[].rowVerdict / .verdictValuesthe per-record judgement and its allowed valuescopied verbatim from the publisher's own enum; there is nothing to match them against, so no value is ever rejected
obligations[].about / .stagea fact the requester must supply, and *when* it comes to existcontracts/intake.schema.json and the card's stated inputs
authority.performs / .gatedwhat this method does to the requester's world, and what it stops to ask about firstderived from the approval requirements, not from what the package calls itself
host[].capability / .withoutItwhat the machine must be able to do, and what still happens when it cannot.agentlas/mcp-policy.json
provenanceper field: extracted, read, graded or absentwritten by the compiler

provenance is the part that keeps the rest honest. absent is a legal value that scores zero, so a gap stays a gap. Filling gaps with something plausible is how capabilities came to equal snake_case(agent.md ## Responsibilities) in 130 of 130 packages — a field that was always full and never once informative.

The reference shape is Web_master: it ships input and output contracts as real JSON Schema, a domain catalogue its rules are checked against, and verification scripts that run. Everything above is what a build has to emit to be readable the way that package already is.

Deliberately absent: there is no field for what an agent is good at, and none for its permissions. Quality cannot be read off a package that has never run, and permissions are granted by the host after the fact — an employer hands you a computer once you are hired, so neither says anything about whether this method fits the work.

Manual LLM Adapter Install

Use this only when your current LLM cannot run setup for you. It installs the shared Hephaestus runner and command adapters for supported LLM tools.

xcode-select --install   # Command line tools (skip if already installed)
git --version            # Confirm git is available
curl -fsSL https://raw.githubusercontent.com/agentlas-ai/Agentlas-OS/main/scripts/install-all-runtimes.sh | bash
This installs the neutral runner at ~/.agentlas/runtime/current/bin/hephaestus and registers the command, skill, or MCP adapters for Claude Code, Codex, Antigravity, Cursor, OpenCode, OpenClaw, Hermes, Kimi Code CLI, goose, and GitHub Copilot CLI, plus memory hooks for Grok. Local models use the MCP entrypoint hephaestus mcp serve. The installer verifies each runtime surface after registration.

Desktop startup and every /hep-* command start the same digest-verified, rate-limited update check in the background. The current command never waits for network or installation work. A successful update atomically moves ~/.agentlas/runtime/current and reconciles every already-installed host adapter; the next command or reloaded session uses the new release. Releases v1.1.63 through v1.1.68 briefly installed a separate six-hour OS scheduler. Current installs remove that retired scheduler automatically.

Offline or air-gapped install: set HEPHAESTUS_SOURCE_DIR=/path/to/checkout before running the installer to skip the GitHub release download and verified checksum step entirely and install straight from a local Agentlas-OS checkout instead, e.g. HEPHAESTUS_SOURCE_DIR=$(pwd) bash scripts/install-all-runtimes.sh. Use it when you already have the source on disk (a git clone or an already-extracted release) and want a fully local install.

Build telemetry

hep-build sends anonymous counters so we can see where builds fail: a random install id generated locally, which build step ran, whether it succeeded, a machine error code, a duration, and the OS/engine/python versions. Events are deleted 180 days after they arrive.

Never sent: file paths, package names, prompts, agent content, error message text, usernames, emails, or environment variables. The allowlist is enforced in the engine before the request is built and again on the server, which drops every field it does not recognize.

Turn it off with either of these — a build behaves identically with telemetry disabled, and every failure path (offline, DNS, server error, a bug in the telemetry code) is already swallowed silently without touching your build:

export AGENTLAS_TELEMETRY=0
export DO_NOT_TRACK=1     # the cross-vendor convention, honored here

Or permanently, in ~/.agentlas/networking/config.json:

{ "telemetry": false, "telemetrySetBy": "user" }

The telemetrySetBy marker is what separates a choice you made from the "telemetry": false that default_config() wrote into every install created before the key was ever read — that value never represented anyone's decision, so it is not treated as one.

---

Optional: route work automatically

Off by default. hephaestus global install appends roughly 75 lines to the global instructions file of every supported host it finds — measured on a clean machine that was ~/.claude/CLAUDE.md, ~/.codex/AGENTS.md and ~/.gemini/GEMINI.md, three files, not one. It changes how substantial work is routed from then on, in every project, so it is a bigger decision than the rest of the install and it is yours to make separately.

It appends rather than overwrites, writes a timestamped .bak beside each file, is idempotent on a second run, and is fenced with ` so hephaestus global remove` takes it back out. To turn it on during the install instead, add HEPHAESTUS_INSTALL_GLOBAL_ROUTER=1 before bash.

Optional Global Router

hephaestus global install
This appends a managed marker block to ~/.codex/AGENTS.md, ~/.claude/CLAUDE.md, and ~/.gemini/GEMINI.md. It is an optional host adapter, not the owner of an Agentlas One session or a Desktop Work project. For substantial work, Network is one explicit federated source scope (local + cloud + hub): the host model selects exact releases from the returned menu and validates them. It never routes by keyword, silently substitutes a different agent, or treats Cloud, Hub, Local, and skills as semantic fallback tiers. The command is idempotent and keeps a timestamped backup before editing.

The installed router prompt asks the host to report results by the workers that did the task rather than narrating the routing step — it is a conciseness convention, not a secrecy one, and it says so. It carries an explicit status-line contract for English and Korean sessions:

Session languageAgent route exampleHost-skill adapter example
EnglishAgents used: <agent names>. Reason: <short reason>.Skills used: <skill names>. Reason: <short reason>.
Korean사용 에이전트: <agent names>. 이유: <short reason>.사용 스킬: <skill names>. 이유: <short reason>.

Global router command reference:

CommandWhat it does
hephaestus global installInstall or refresh the managed router block for Codex, Claude Code, and Antigravity.
hephaestus global statusShow whether each runtime file has the managed router block.
hephaestus global removeRemove only the managed Hephaestus router block. Existing user content stays in place.
hephaestus global install --target codexInstall only ~/.codex/AGENTS.md.
hephaestus global install --target claudeInstall only ~/.claude/CLAUDE.md.
hephaestus global install --target antigravityInstall only ~/.gemini/GEMINI.md, which Antigravity reads.
hephaestus global install --target codex --target claude --target antigravityExplicitly install all supported targets.
hephaestus global install --dry-runPreview what would change without writing files.
hephaestus global install --no-backupEdit without writing a timestamped .bak.* file.
hephaestus global install --home /tmp/test-homeTest against another home directory. Useful for installer QA.
hep-global installThe original spelling of the same command. Still supported.
~/.agentlas/runtime/current/bin/hephaestus global statusUse the installed runtime directly when shell shims are not on PATH.

The independent Agentlas Terminal owns the agentlas shell command. The Core installer intentionally leaves that command untouched and removes only the exact legacy Core alias it created in older releases.

Portable package, local execution

Describe the work
  -> build a portable agent or team
  -> save it to my owner-scoped Agent Cloud
  -> install Agentlas OS and sign in on another supported host
  -> retrieve it with /agentlas cloud
  -> my chosen model and current host execute the work

Agent Cloud stores and retrieves the owner's package; it is not a hosted LLM that completes the work on the server. When you call a package, your selected model and current host runtime execute it under that host's permission and safety model. Credentials, local files, and machine-specific permissions do not travel with the package—you configure those separately on each computer.

Per-Runtime Plugin Drivers

<details> <summary>Claude Code Plugin</summary>

From your OS terminal:

claude plugin marketplace add https://github.com/agentlas-ai/Agentlas-OS --sparse .claude-plugin claude/plugins
claude plugin install hephaestus@agentlas-core-engine
Note: Claude Code always namespaces marketplace-plugin commands, so this plugin-only path exposes /hephaestus:agentlas. To get the documented bare /agentlas autocomplete in every new session, use the one-touch installer above; it also writes ~/.claude/commands/agentlas.md and hep-*.md. Claude Code supports claude plugins ... as an alias, but this README uses the singular claude plugin ... for consistency.

</details>

<details> <summary>Codex Plugin</summary>

From your OS terminal:

codex plugin marketplace add agentlas-ai/Agentlas-OS --ref v1.2.69
codex plugin add hephaestus@agentlas-core-engine
Note: Codex does not accept /plugin marketplace add inside the app — run the two commands above in your OS terminal. The OS-terminal CLI command is singular (codex plugin); inside the Codex app, the plugin browser slash command is plural (/plugins). Codex 0.117+ removed custom /prompts:* commands; after install, invoke the supported plugin skill as $hephaestus-network <request>.

</details>

<details> <summary>Copy Files into a Project (Manual Driver)</summary>

Clone the repo and copy AGENTS.md, agent.md, agents/, skills/, modes/, schemas/, templates/, and .agentlas/ into your workspace. Runtime folders (.claude/, codex/, antigravity/, .agents/) function as adapters over the same canonical core.

</details>

Just talk: After installation, speak in plain language within native Agentlas interfaces to auto-route tasks. In external LLM tools, use the explicit commands listed below. When you don't know what agents exist, start with /agentlas search.

One word to remember: everything starts with agentlas in an LLM host — /agentlas. In a shell the commands are hephaestus and hep-*; the agentlas shell command belongs to the separate Agentlas Terminal.

---

</details>

<details> <summary><strong>The Command Surface — every command</strong></summary>

Inside native Agentlas environments, Hephaestus operates commandless. External LLM tools use a deliberately small visible command set for building agents and staffing work with them:

System SubsystemCommandExample
**Agent / Team Builder**/agentlas-build (or /agentlas build, /hep-build)/agentlas-build create a customer support agent for Shopify refunds
**Session-to-Agent Builder**/hep-build session (canonical route: hep-build session)/hep-build session
**Workforce Federation (Local + Cloud + Hub)**/agentlas-network (or /agentlas network, /hep-network)/agentlas-network split this launch plan into research, copy, QA, and release agents
**Registered Local Agents Only**/agentlas-local (or /agentlas local, /hep-local)/agentlas-local use only agents registered on this machine
**Owned Cloud Agents Only**/agentlas-cloud (or /agentlas cloud, /hep-cloud)/agentlas-cloud use my saved finance analyst agent to review this report
**Public Hub Agents Only**/agentlas-hub (or /agentlas hub, /hep-hub)/agentlas-hub find public specialists for accessibility QA
**Directory Search**/agentlas-search (or /agentlas search, /hep-search)/agentlas-search find agents for a market report workflow
**Inter-Process Call (IPC)**/agentlas-call (or /agentlas call, /hep-call)/agentlas-call market-researcher, report-writer {draft a market report}
**Cloud / Hub Destination Gate**/agentlas-upload (or /agentlas upload, /hep-upload)/agentlas-upload ./agents/customer-support-hq
**Sign-in**/agentlas-login (or /agentlas login, /hep-login)/agentlas-login
**Orchestrator / Worker Models**/agentlas-orch (or /agentlas orch, /hep-orch)/agentlas-orch orchestrator=frontier worker=economy
**Goal Plan Tree (long, measurable goals)**/agentlas-goal (or /agentlas goal, /hep-goal)/agentlas-goal reach 1000 followers in a month, today 30
**Runtime + Adapter Update**/agentlas-update (or /agentlas update, /hep-update)/agentlas-update

/hep-orch sets which model runs the orchestrator and which runs the workers, so a fan-out of mechanical work does not bill frontier runs. The split only puts two models to work on Claude Code, which is the one host that spawns a real subagent and takes a model per subagent. Codex, Antigravity, Cursor, and OpenCode have no subagent of their own: one model plays every role in sequence there, the allocation receipt is still written, and the ceiling still bounds what that model may request — but no second, cheaper model appears.

/hep-goal adds a plan tree to your host's own /goal. It first decides the shape of the goal. Short work with one clear check stays a single tactic and behaves exactly like the host goal, with no extra text. A long goal with a number you named becomes a mission tree: key results, strategies, tactics, and a KPI reading that says whether the plan is moving. It tells you when the numbers say the plan has stalled, and when the target looks out of reach it asks you instead of re-planning forever. The host goal still decides when the work is done; /hep-goal only keeps the plan and the numbers honest. A target is only a number you wrote in the goal text, and every reading needs a source and a short evidence quote. It changes only its own files under .agentlas/goal/, never permissions or payments. The default mode is shadow (it records and measures, injects nothing, applies no re-plan); set AGENTLAS_GOAL_STRATEGY=on to use it.

What has been measured so far: against a simulated account, the engine saw a stalled approach on day 2 and told the owner about an unreachable target on day 3, where a loop that keeps one approach never does; with a better alternative to switch to it reached 298 of 300 followers against 44. That simulation assumes the alternatives are known, so it shows the mechanism, not a model's judgment. With real models, sonnet and haiku stored a valid plan in 12 of 12 runs (the right shape every time, targets equal to the owner's numbers), and submitted an accepted re-plan in 6 of 6 review runs. Not measured: whether it beats a plain host goal on real long-running work. Treat it as unproven until it has run on real goals.

Every row also answers to its original /hep-* name — /agentlas network and /hep-network are the same command. Nothing was renamed away, so existing scripts, notes, and muscle memory keep working. Current Codex uses explicit plugin skills $hephaestus-build, $hephaestus-network, $hephaestus-cloud, and $hephaestus-upload; other MCP surfaces can be requested in plain language. Custom /prompts:* commands were removed from Codex 0.117+.

---

</details>

<details> <summary><strong>Deeper — the build factory and the routing scheduler</strong></summary>

Questions you probably have

<details open> <summary><strong>So you recommend one to me in the end, right?</strong></summary>

<br>

Every place that sells agents ranks them. That is how they make money. People click what is near the top, and the company decides what is near the top.

We don't build a ranking. The schema pins allowHistoryEvidence to a constant false, and a source that returns a scored list has its whole answer refused.

Ratings, install counts, last month's sales — we read none of them. You get the candidates as they are, and your model picks.

</details>

<details> <summary><strong>Is this only for developers?</strong></summary>

<br>

No. Alongside backend, security and QA, the role ontology carries an insurance actuary, an M&A diligence lead, an underwriting diligence specialist and a travel planner.

Insurance alone has four communities. Domains outside the list are not blocked.

</details>

---

🇨🇳 中文文档镜像 AI 翻译 2026-07-07
英文原文章节由系统翻译为中文摘要,便于快速理解。完整原文见上方 "📑 README 深度解析"。
📌 简介

Hephaestus 是专为 Claude Code、Codex 和 Cursor 等 AI 开发工具打造的开源 Agent OS。它作为一个强大的 meta-agent builder,集成了 A2A Hub 路由、本地 ontology(本体论)管理以及受控的 memory(记忆)与 security gates(安全门)机制,旨在为开发者构建高度自治且安全的智能 Agent 工作流。

🛠 安装步骤(Docker/pip/源码)

Hephaestus 支持“粘贴即安装”的极简模式,开发者无需手动操作终端,只需将指令粘贴至 Claude Code、Codex、Gemini CLI、Antigravity 或 Cursor 的聊天框中,即可让 AI 自动完成安装。此外,针对 Claude Code 用户,还提供了专门的 in-chat plugin 安装方式,通过特定的 slash-command 实现插件集成。

🚀 使用教程

通过 Copy-Paste Quickstart 模式,您可以直接在 Claude Code 或 Cursor 等工具中粘贴预设指令,让 AI 自动识别并安装 Hephaestus。安装完成后,AI 会自动诊断环境并告知您当前工具对应的命令接口,确保您能快速进入开发状态。

⚙️ 配置说明(含 MCP / env)

项目提供了针对不同工具的配置路径。对于 Claude Code 用户,需通过 OS 终端执行 `claude plugin` 命令进行 marketplace 添加与安装,随后在项目内使用 `/reload-plugins` 激活;对于 Codex 用户,则需通过终端安装特定版本的 plugin,并利用 `/prompts:hep-build ontology` 进行本体构建配置。

🔌 API 说明

Hephaestus 提供了针对 CLI 工具的集成支持。如果您的系统 shell 中已配置好 `claude` 或 `codex` 命令,可以通过 OS 终端直接调用相应的 CLI 安装流进行快速部署与管理。

🔄 工作流/模块

根据安装方式的不同,工作流有所区别。通过 OS 终端安装 Codex plugin 后,您可以在 Codex app 的 plugin browser 中进行管理;若使用 Codex Desktop 或 IDE Extension,则需进入 Plugins 设置界面进行相应的配置与集成。

🎯 aiskill88 AI 点评 A 级 2026-06-28

高质量的开源AI工作流框架

📚 实用指南(长尾问题)
适合谁
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
  • 构建多智能体协作系统的 Agent 开发者
  • 构建企业知识库 / RAG 检索应用的团队
  • 需要从图片、PDF 提取文字的文档自动化场景
最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC,避免暴露公网
  • 本地部署优先选 GGUF 量化模型,节省显存并保持响应速度
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • MCP 配置路径拼错或权限不足,重启 Claude Desktop 才生效
  • 显存不足直接 OOM — 优先降低 context 或换更小的量化模型
  • Python 依赖冲突:建议用 venv / uv 隔离环境
部署方案
  • CLI:直接 npm install -g / pip install,命令行调用
  • 本地部署:CPU 8GB 起,GPU 推荐 16GB+ 显存
  • 云端托管:可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
Hephaestus 中文教程Hephaestus 安装报错怎么办Hephaestus MCP 配置Hephaestus Agent 工作流Hephaestus 与同类工具对比Hephaestus 最佳实践Hephaestus 适合谁用

⚡ 核心功能

👥 适合谁
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
  • 构建多智能体协作系统的 Agent 开发者
  • 构建企业知识库 / RAG 检索应用的团队
  • 需要从图片、PDF 提取文字的文档自动化场景
⭐ 最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC,避免暴露公网
  • 本地部署优先选 GGUF 量化模型,节省显存并保持响应速度
  • Agent 任务先做 dry-run 验证工具调用链,再开启自主执行
⚠️ 常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • MCP 配置路径拼错或权限不足,重启 Claude Desktop 才生效
  • 显存不足直接 OOM — 优先降低 context 或换更小的量化模型
  • Python 依赖冲突:建议用 venv / uv 隔离环境

👥 适合人群

自动化工程师和运维人员项目经理和业务分析师希望减少重复性工作的专业人士数字化转型团队

🎯 使用场景

  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同

⚖️ 优点与不足

✅ 优点
  • +Apache-2.0 协议,可免费商用
  • +大幅减少重复性人工操作
  • +可视化流程,清晰直观
  • +可扩展性强,支持复杂场景
⚠️ 不足
  • −初始配置和调试需投入一定时间
  • −强依赖外部服务的稳定性
  • −复杂场景需具备一定技术基础
⚠️ 使用须知

AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。

📄 License 说明

✅ Apache 2.0 — 宽松开源协议,可商用,需保留版权声明和 NOTICE 文件,含专利授权条款。

🔗 相关工具推荐

📚 相关教程推荐
📰 相关 AI 新闻
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🗺️ 相关解决方案
🧩 你可能还需要
基于当前 Skill 的能力图谱,自动补全的工具组合

❓ 常见问题 FAQ

Hephaestus 是一款Python开发的AI辅助工具。开源AI工作流:Open Agent OS for Claude Code, Codex, and Cursor: meta-agent builder, A2A Hub ro。⭐92 · Python 主要应用场景包括:自动化工作流构建。
💡 AI Skill Hub 点评

经综合评估,赫菲斯托斯 在Agent工作流赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。

⬇️ 获取与下载
⬇ 下载源码 ZIP

✅ Apache-2.0 协议 · 可免费商用 · 直接从 aiskill88 服务器下载,无需跳转 GitHub

📚 深入学习 赫菲斯托斯
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🌐 原始信息
原始名称 Hephaestus
原始描述 开源AI工作流:Open Agent OS for Claude Code, Codex, and Cursor: meta-agent builder, A2A Hub ro。⭐92 · Python
Topics AI工作流agent
GitHub https://github.com/agentlas-ai/Hephaestus
License Apache-2.0
语言 Python
🔗 原始来源
🐙 GitHub 仓库  https://github.com/agentlas-ai/Hephaestus 🌐 官方网站  https://agentlas.cloud/models/hephaestus

收录时间:2026-06-28 · 更新时间:2026-07-03 · License:Apache-2.0 · AI Skill Hub 不对第三方内容的准确性作法律背书。

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