aidevops Agent工作流 是 AI Skill Hub 本期精选Agent工作流之一。综合评分 7.5 分,整体质量较高。我们推荐使用将其纳入你的 AI 工具库,帮助提升工作效率。
aidevops Agent工作流 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。
aidevops Agent工作流 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。
# 克隆仓库 git clone https://github.com/marcusquinn/aidevops cd aidevops # 查看安装说明 cat README.md # 按 README 完成环境依赖安装后即可使用
# 查看帮助 aidevops --help # 基本运行 aidevops [options] <input> # 详细使用说明请查阅文档 # https://github.com/marcusquinn/aidevops
# aidevops 配置说明 # 查看配置选项 aidevops --config-example > config.yml # 常见配置项 # output_dir: ./output # log_level: info # workers: 4 # 环境变量(覆盖配置文件) export AIDEVOPS_CONFIG="/path/to/config.yml"
aidevops.sh is an OpenCode plugin and AI DevOps framework for people who want AI to do useful work across code, infrastructure, business, marketing, content, and creative projects without turning every job into another long, fragile chat.
Most AI tools still leave you doing the hard coordination yourself: finding the right context, choosing a model, protecting secrets, managing branches, watching CI, spotting stuck work, and remembering what went wrong last time. aidevops puts structure around that work so agents can share context, work safely in parallel, spend model budget where it matters, and leave the system better than they found it.
Recommended setup: OpenCode + OpenAI models. GPT-5.5 is the preferred high-capability model for complex agent work; GPT-5.4 mini is the preferred fast, lower-cost model for triage and routine implementation. Claude models (Anthropic) remain fully supported, and other model providers are evaluated from time to time as their quality, latency, and cost profiles change.
"Scope a mission to redesign the landing pages — break it into milestones, dispatch workers in parallel, validate each milestone, and track budget across the whole project."
One conversation, autonomous project delivery, with security, teamwork, token efficiency, and quality control built in.
Founded by Marcus Quinn on 9th November 2025 to help anyone level-up their AI & Open-Source game.
AI-First Infrastructure Management:
Autonomous Orchestration:
/mission scopes a high-level goal into milestones and features. The pulse dispatches workers, validates milestones, tracks budget, and advances through the project automatically (mission-dashboard-helper.sh)/runners command - Batch dispatch from task IDs, PR URLs, or descriptions with concurrency control and progress monitoringbudget-tracker-helper.sh) with burn-rate analysis and /budget-analysis command for model routing decisionsobservability.mjs) for cost tracking, performance analysis, and debuggingProject Intelligence:
bundle-helper.sh)ttsr-rule-loader.sh) with .agents/rules/ directory for AI output correction (e.g., no-edit-on-main, no-glob-for-discovery)/cross-review dispatches the same prompt to multiple AI models in parallel, diffs results, and optionally auto-scores via a judge modellocal-model-helper.sh) with HuggingFace GGUF model management/tech-stack detects technology stacks of URLs or finds sites using specific technologies (Wappalyzer, httpx, nuclei, BuiltWith)ip-reputation-helper.sh checks IP addresses against multiple reputation databases (Spamhaus, ProxyCheck, AbuseIPDB) before VPS purchase or deploymentserve-simConversational Memory & Entity System:
entity-helper.sh): people, agents, and services tracked across Matrix, SimpleX, email, and CLI with versioned profilesconversation-helper.sh): idle detection, immutable summaries, tone profile extractionCommunications:
simplex-bot/)matterbridge-helper.sh)xurl workflows for search, timelines, bookmarks, posting, replies, DMs, media, and raw API reads. Supports multiple X developer apps/subscription tiers with --app and multiple authenticated accounts with --username; model-provider auth such as OpenCode xAI/Grok remains separate from X API OAuth (content/social-xurl.md, xurl-helper.sh).local domains with HTTPS (localdev-helper.sh)MCP Toolkit:
mcporter npm package)Unified Interface:
Quality Control & Monitoring:
aidevops review-gate owner/repo wait) or allow merge with follow-up quality coverage (aidevops review-gate owner/repo pass, the default). Per-tool overrides are supported, for example aidevops review-gate owner/repo --tool coderabbitai wait. Failed, skipped, or placeholder bot states are not treated as rate limits and continue to block until a real review/status appears or a human resolves them./performance command)gh label create "ai-approved" --color "0E8A16" --description "Issue approved for AI agent" gh label create "security-review" --color "D93F0B" --description "Requires security review" ```
The secure workflow is included at .github/workflows/opencode-agent.yml.
Usage:
| Context | Command | Result |
|---|---|---|
Issue (with ai-approved label) | /oc fix this | Creates branch + PR |
| Issue | /oc explain this | AI analyzes and replies |
| PR | /oc review this PR | Code review feedback |
| PR Files tab | /oc add error handling here | Line-specific fix |
See .agents/tools/git/opencode-github-security.md for the full security documentation.
Supported AI tool: OpenCode is the recommended and tested AI coding tool for aidevops. All features, agents, and workflows are designed and tested for OpenCode first. We recommend OpenAI models for the best current results across all agent tiers: GPT-5.4 mini for fast triage/routine work and GPT-5.5 for complex implementation, review, and reasoning. Claude models (Anthropic) remain fully supported, and other providers are tested as their capabilities change.
Recommended stack:
npm (recommended - verified provenance):
npm install -g aidevops && aidevops update
Note: npm suppresses postinstall output. The&& aidevops updatedeploys agents to~/.aidevops/agents/. The CLI will remind you if agents need updating.
Bun (fast alternative):
bun install -g aidevops && aidevops update
Homebrew (macOS/Linux):
brew install marcusquinn/tap/aidevops && aidevops update
Direct from source (aidevops.sh):
bash <(curl -fsSL https://aidevops.sh/install)
Manual (git clone):
git clone https://github.com/marcusquinn/aidevops.git ~/Git/aidevops
~/Git/aidevops/setup.sh
That's it! The setup script will: - Clone/update the repo to ~/Git/aidevops - Deploy agents to ~/.aidevops/agents/ - Install the aidevops CLI command - Configure your AI assistants automatically - Offer to install Oh My Zsh (optional, opt-in) for enhanced shell experience - Install recommended token-efficiency tooling by default, including RTK for compact git/gh/test/lint command summaries before output reaches AI context - Guide you through recommended tools (Tabby, Zed, Git CLIs) - Ensure all PATH and alias changes work in both bash, zsh, and fish - When Claude Code is installed, add a claude alias that runs claude --dangerously-skip-permissions (skips per-tool permission prompts). Re-running setup updates the alias automatically. To grant permissions per-session instead, press Shift-Tab inside Claude Code to cycle through permission modes (default → skip permissions → auto-approve).
New users: Start OpenCode and type /onboarding to configure your services interactively. OpenCode is the recommended tool for aidevops; pair it with OpenAI GPT-5.5 and GPT-5.4 mini for the best current results across agent tiers. The onboarding wizard will: - Explain what aidevops can do - Ask about your work to give personalized recommendations - Show which services are configured vs need setup - Guide you through setting up each service with links and commands
After installation, use the CLI:
aidevops status # Check what's installed
aidevops doctor # Detect duplicate installs and PATH conflicts
aidevops update # Update framework + check registered projects
aidevops auto-update # Manage automatic update polling (every 10 min)
aidevops init # Initialize aidevops in any project
aidevops features # List available features
aidevops repos # List/add/remove registered projects
aidevops design # DESIGN.md detection + brand guideline HTML/PDF exports
aidevops detect # Scan for unregistered aidevops projects
aidevops upgrade-planning # Upgrade TODO.md/PLANS.md to latest templates
aidevops update-tools # Check and update installed tools
aidevops uninstall # Remove aidevops
open-design-helper.sh install
open-design-helper.sh install --execute
After aidevops init registers a new repo, run /setup-git in your AI assistant to apply per-repo platform secrets. Most notably, this sets SYNC_PAT — a GitHub Actions secret that lets issue-sync.yml push TODO.md auto-completion past branch protection.
This is distinct from /onboarding (per-account credentials like gh auth login): GitHub Actions secrets are scoped per-repo, so each repo needs its own. You need gh auth login to succeed before any per-repo helper can run, so /onboarding comes first, /setup-git second.
Run /setup-git again whenever you register a new repo with aidevops repos add or when a SYNC_PAT advisory appears in the session greeting toast. If you skip this step, issue-sync.yml will post a remediation comment when it hits branch protection — /setup-git walks through the fix.
aidevops now treats design as a self-contained stack with optional peripherals:
DESIGN.md standard: AI-readable design systems with YAML tokens, linting, previews, and brand/style libraries (.agents/tools/design/design-md.md).aidevops init records has_interface and seeds root DESIGN.md for standard repos plus minimal-scope repos with detected GUI/interface markers.aidevops design guidelines . --pdf generates _reports/brand-guidelines/brand-guidelines.md, HTML, and A4/US Letter/slides PDFs from DESIGN.md.aidevops design survey --json audits owned initialized GUI repos; aidevops design issues --apply files worker-ready auto-dispatch issues for missing DESIGN.md/brand-guideline artifacts./design-artifact decides whether to use aidevops-native implementation or a companion artifact studio; /open-design manages optional Open Design workflows.Optional companion: Open Design by nexu-io (Apache-2.0) is supported as a peripheral for live sandboxed previews, design-skill pickers, .od/ artifact workspaces, and HTML/PDF/PPTX/ZIP-style exports. aidevops remains canonical for agents, skill ingestion, Google DESIGN.md, local hosting, and verification.
```bash
open-design-helper.sh status
```
Imported Open Design skills are not copied verbatim. They are evaluated through aidevops build-agent methodology, deduplicated against existing agents, flattened into aidevops *-skill.md structure, attributed to upstream, and given verification commands. See .agents/tools/design/open-design-ingestion.md for the full skill-value matrix.
Project tracking: When you run aidevops init, the project is automatically registered in ~/.config/aidevops/repos.json. Running aidevops update checks all registered projects for version updates.
npm install -g aidevops && aidevops updateaidevops CLI, ~/.aidevops/agents/AGENTS.mdUse your Google AI Pro, AI Ultra, or Workspace subscription for Gemini models. Tokens are injected as ADC bearer tokens that Gemini CLI, Vertex AI SDK, and the Gemini API pick up automatically.
Setup:
```bash
Enable AI-powered issue resolution directly from GitHub. Comment /oc fix this on any issue and the AI creates a branch, implements the fix, and opens a PR.
Security-first design - The workflow includes: - Trusted users only (OWNER/MEMBER/COLLABORATOR) - ai-approved label required on issues before AI processing - Prompt injection pattern detection - Audit logging of all invocations - 15-minute timeout and rate limiting
Quick setup:
```bash
If you see "Anthropic Key Missing", "OpenAI Key Missing", or the model stops responding, run these commands from any terminal — no working model session required.
Step 1 — Check pool health
aidevops model-accounts-pool status # counts: available / rate-limited / auth-error
aidevops model-accounts-pool check # live token validity test per account
Step 2 — Fix based on what you see
| Symptom | Command |
|---|---|
OpenAI account shows rate-limited | aidevops model-accounts-pool rotate openai |
Anthropic account shows rate-limited | aidevops model-accounts-pool rotate anthropic |
| All accounts in cooldown | aidevops model-accounts-pool reset-cooldowns |
OpenAI account shows auth-error | aidevops model-accounts-pool add openai (re-auth) |
Anthropic account shows auth-error | aidevops model-accounts-pool add anthropic (re-auth) |
| Pool is empty (no accounts) | aidevops model-accounts-pool add openai |
| Recently re-authenticated, still broken | aidevops model-accounts-pool assign-pending openai |
| Google Gemini CLI rate-limited | aidevops model-accounts-pool rotate google |
| Google token expired | aidevops model-accounts-pool add google (re-auth) |
Step 3 — If still broken, re-add the account
aidevops model-accounts-pool add openai # ChatGPT Plus/Pro
aidevops model-accounts-pool add anthropic # Claude Pro/Max — opens browser OAuth
aidevops model-accounts-pool add cursor # Cursor Pro (reads from local IDE)
aidevops model-accounts-pool add google # Google AI Pro/Ultra/Workspace — browser OAuth
aidevops model-accounts-pool import claude-cli # Import from existing Claude CLI auth
Restart OpenCode after any add, rotate, or reset-cooldowns to pick up the new credentials.
Full command reference
aidevops model-accounts-pool status # Pool health at a glance
aidevops model-accounts-pool list # Per-account detail + expiry
aidevops model-accounts-pool check # Live API validity test
aidevops model-accounts-pool rotate [provider] # Switch to next available account NOW
aidevops model-accounts-pool reset-cooldowns # Clear all rate-limit cooldowns
aidevops model-accounts-pool assign-pending <p># Assign stranded pending token
aidevops model-accounts-pool remove <p> <email># Remove an account
Note:reset-cooldownsclears cooldowns in the pool file. If OpenCode is already running, the in-memory token endpoint cooldown is only cleared when OpenCode restarts or when you use the/model-accounts-pool reset-cooldownsslash command inside an active session.
If you prefer guided help: Open OpenCode with a free model (OpenCode Zen includes free models that don't require any API key or subscription) and run the auth troubleshooting agent by typing:
@auth-troubleshooting
The agent contains the full recovery flow and symptom table. Free models work fine for this — no paid subscription needed.
aidevops 是一个基于 OpenCode 插件构建的 AI DevOps 自动化运维平台。它通过 11 个核心 AI Agents 覆盖了从开发、业务到市场及创意项目的全流程管理。该框架旨在处理所有可自动化的重复性工作,让开发者能够从繁琐的任务中解脱出来,专注于 AI 尚无法触及的深度决策与现实世界的探索。
aidevops 提供“AI 优先”的基础设施管理能力,支持 SSH 服务器访问���远程命令执行、API 集成以及 DNS 与域名管理。它能够自动化部署应用、监控邮件、管理 Git 平台并进行 WordPress 运维与代码审计。此外,通过 Pulse supervisor 实现自主编排(Autonomous Orchestration),让 AI 能够像人类运维人员一样协同工作。
在使用 GitHub AI Agent 集成功能时,需要预先配置必要的 GitHub Labels 以确保安全流程。系统要求创建名为 `ai-approved`(用于标记 AI 可处理的任务)和 `security-review`(用于标记需要安全审计的任务)的标签。此外,建议通过 `.github/workflows/opencode-` 配置安全工作流,以确保 AI 操作符合预期的权限规范。
推荐使用 npm 进行安装:执行 `npm install -g aidevops && aidevops update`。请注意,npm 会抑制 postinstall 输出,因此必须运行 `update` 命令来将 Agents 部署至 `~/.aidevops/agents/`。追求极致速度的开发者可以使用 Bun 进行安装。此外,针对特定设计辅助工具,可以使用 `open-design-helper.sh` 进行安装或执行增量安装。
项目提供了快速启动指南,帮助开发者快速进入工作状态。通过 `aidevops` CLI 命令行工具,用户可以管理本地 Agents 状态。对于设计相关的辅助功能,��以通过 `open-design-helper.sh status` 来检查可选组件的状态,并在配置好 localdev 后通过指定的本地域名进行访问。
aidevops 引入了创新的设计工作流,将设计视为一个独立的 Stack。它支持 Google `DESIGN.md` 标准,通过 YAML tokens、linting 和品牌库实现 AI 可读的设计系统。所有的设计技能(Skills)都会经过 aidevops 的 build-agent 方法论进行评估、去重并扁平化处理,确保其符合 `*-skill.md` 的结构规范。
aidevops 是一个 AI 辅助的 DevOps 自动化框架。推荐的运行环境为 OpenCode 结合 OpenAI GPT-5.5 或 GPT-5.4 mini 模型。技术栈基于 Bash 脚本、TypeScript (Bun) 以及 MCP 协议。用户可以通过 `aidevops` CLI 或查看 `~/.aidevops/agents/AGENTS.md` 进行交互。对于 Google AI Pool,系统支持通过 ADC bearer tokens 自动注入凭证。
aidevops 实现了深度集成的 GitHub AI Agent 工作流。开发者可以直接在 GitHub Issue 中通过评论 `/oc fix this` 来触发 AI 修复任务。AI 会自动创建分支、实现修复代码并提交 PR。整个流程遵循“安全第一”的设计原则,仅允许受信任用户操作,并强制要求 Issue 必须带有 `ai-approved` 标签。
如果遇到 “Anthropic Key Missing” 或 “OpenAI Key Missing” 等身份验证错误,或者模型停止响应,可以通过 `aidevops model-accounts-pool status` 命令检查账号池的健康状况。该命令可以统计当前可用、受限(rate-limited)或存在认证错误(auth-error)的账号数量,帮助快速定位问题。
融合AI智能体与DevOps的创新项目,token优化设计实用,但维护活跃度需关注,适合有运维经验的开发者。
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。
✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。
经综合评估,aidevops Agent工作流 在Agent工作流赛道中表现稳健,质量良好。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。
| 原始名称 | aidevops |
| 原始描述 | 开源AI工作流:Vibe-Coding is easy. DevOps is hard. OpenCode & Git token-efficient AI agent aut。⭐245 · Shell |
| Topics | AI智能体DevOps自动化工作流编排代码优化开源工具 |
| GitHub | https://github.com/marcusquinn/aidevops |
| License | MIT |
| 语言 | Shell |
收录时间:2026-05-18 · 更新时间:2026-05-20 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。
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