القائمة
将 AI Agent 从被动执行转变为主动协作，提供 WAL 协议、工作缓冲区、自主 Cron 等自驱动行为模式。触发：构建 Agent 自主性、自我改进循环、主动行为。不适用于：一次性任务、简单命令执行、非 Agent 工作流。
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Fast headless browser automation for AI agents (Rust-based with Node.js fallback). Navigate, click, type, and snapshot pages via structured commands. Triggers on browser automation, headless browsing, page snapshot. NOT for: websites needing login/cookies (use bb-browser or browser profile), or simple URL content extraction (use web_fetch/firecrawl).
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
将网站操作封装为 CLI 命令，覆盖 Twitter、Reddit、GitHub、知乎、B站、微博等 36 个平台 103 条命令。直接使用 OpenClaw 浏览器，无需额外扩展。触发：需要程序化操作特定平台。适用于需要与特定平台交互的场景。不适用于通用网页抓取（用 firecrawl）、无平台上下文的浏览器自动化、本地文件操作。
自动化浏览器交互：网页测试、表单填写、截图、数据提取。触发：需要导航网站、与网页交互、填写表单、截图、提取信息。需要浏览器工具可用。不适用于简单 URL 抓取（用 web_fetch）、需要完整渲染的 JS 重度站点（用 firecrawl）、批量无头自动化（用 agent-browser）。
"通过 HTTP API 控制浏览器自动化：页面导航、元素交互（点击/输入/选择）、数据提取、无障碍快照、截图、JS 执行、批量操作。触发：需要通过 API 程序化控制浏览器。不适用于：一次性简单浏览器任务（用 agent-browser）、平台特定交互（用 bb-browser）。"
适配国内 Git 平台和团队习惯的工作流规范——Gitee、Coding、极狐 GitLab、CNB 全覆盖
| name | proactive-agent |
| version | 3.1.0 |
| description | 将 AI Agent 从被动执行转变为主动协作，提供 WAL 协议、工作缓冲区、自主 Cron 等自驱动行为模式。触发：构建 Agent 自主性、自我改进循环、主动行为。不适用于：一次性任务、简单命令执行、非 Agent 工作流。 |
| author | halthelobster |
By Hal Labs — Part of the Hal Stack
A proactive, self-improving architecture for your AI agent. Most agents just wait — this one anticipates your needs and gets better at it over time.
Proactive — creates value without being asked
Persistent — survives context loss
Self-improving — gets better at serving you
cp assets/*.md ./ONBOARDING.md and offers to get to know you./scripts/security-audit.shworkspace/
├── ONBOARDING.md # First-run setup (tracks progress)
├── AGENTS.md # Operating rules, learned lessons, workflows
├── SOUL.md # Identity, principles, boundaries
├── USER.md # Human's context, goals, preferences
├── MEMORY.md # Curated long-term memory
├── SESSION-STATE.md # ⭐ Active working memory (WAL target)
├── HEARTBEAT.md # Periodic self-improvement checklist
├── TOOLS.md # Tool configurations, gotchas, credentials
└── memory/
├── YYYY-MM-DD.md # Daily raw capture
└── working-buffer.md # ⭐ Danger zone log
| File | Purpose | Update Frequency |
|---|---|---|
SESSION-STATE.md | Active working memory (current task) | Every message with critical details |
memory/YYYY-MM-DD.md | Daily raw logs | During session |
MEMORY.md | Curated long-term wisdom | Periodically distill from daily logs |
The Rule: If it's important enough to remember, write it down NOW — not later.
| Topic | Reference |
|---|---|
| WAL Protocol, Working Buffer, Compaction Recovery, Unified Search | wal-and-memory.md |
| Security Hardening, Relentless Resourcefulness, ADL/VFM Guardrails | security-and-guardrails.md |
| Autonomous vs Prompted Crons, Verify Implementation, Tool Migration | operational-patterns.md |
| Six Pillars, Heartbeat, Reverse Prompting, Growth Loops | pillars-and-growth.md |
The mindset shift: Don't ask "what should I do?" Ask "what would genuinely delight my human that they haven't thought to ask for?"
| Skill | Purpose |
|---|---|
| Proactive Agent (this) | Act without being asked, survive context loss |
| Bulletproof Memory | Detailed SESSION-STATE.md patterns |
| PARA Second Brain | Organize and find knowledge |
| Agent Orchestration | Spawn and manage sub-agents |
License: MIT — use freely, modify, distribute. No warranty. Created by: Hal 9001 (@halthelobster)
Part of the Hal Stack 🦞 "Every day, ask: How can I surprise my human with something amazing?"