xint
X Intelligence CLI — search, monitor, analyze, and engage on X/Twitter. TypeScript + Bun. AI agent skill.
Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose). Use when asked for a "Ralph loop", "Ralph Wiggum loop", or an AI loop to plan/build code via PROMPT.md + AGENTS.md, SPECS, and IMPLEMENTATION_PLAN.md, including PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions.
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install endogen/monitored-ralph-loop打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
Enhanced Ralph pattern with event-driven notifications — Codex/Claude calls OpenClaw when it needs attention instead of polling.
Each iteration spawns a fresh agent session with clean context. This is intentional:
codex exec is a new process with no memory of previous runsIMPLEMENTATION_PLAN.md, AGENTS.md, git historyIf OpenClaw is rate-limited when Codex sends a wake notification:
.ralph/pending-notification.txt
project/
├── PROMPT.md # Loaded each iteration (mode-specific)
├── AGENTS.md # Project context, test commands, learnings
├── IMPLEMENTATION_PLAN.md # Task list with status
├── specs/ # Requirements specs
│ ├── overview.md
│ └── <feature>.md
└── .ralph/
├── ralph.log # Execution log
├── pending-notification.txt # Current pending notification (if any)
└── last-notification.txt # Previous notification (for reference)
.ralph/pending-notification.txt:
{
"timestamp": "2026-02-07T02:30:00+01:00",
"project": "/home/user/my-project",
"message": "DONE: All tasks complete.",
"iteration": 15,
"max_iterations": 20,
"cli": "codex",
"status": "pending"
}
Status values:
pending — Wake failed or not attempteddelivered — Wake succeededWhen coming back online after rate limit or downtime, check for pending notifications:
# Find all pending notifications across projects
find ~/projects -name "pending-notification.txt" -path "*/.ralph/*" 2>/dev/null
# Or check a speci...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
An enhanced Ralph pattern implementation with event-driven notifications and rate-limit resilience for AI agent loops.
.ralph/pending-notification.txt if wake fails| Standard Ralph | This Version |
|---|---|
| Bash loop runs until done/fail | Agent notifies on events |
| Manual monitoring | Automatic escalation |
| Silent failures | Immediate error alerts |
| No rate-limit handling | File-based notification fallback |
| Lost notifications | Always recoverable |
IMPLEMENTATION_PLAN.md
.ralph/pending-notification.txt + triggers OpenClaw via cronCodex/Claude ──► .ralph/pending-notification.txt
│ │
└──► openclaw cron add ──┴──► OpenClaw (triage)
│
┌─────────┴─────────┐
▼ ▼
Can help? Escalate
│ │
▼ ▼
Fix & restart Notify human
| Prefix | Meaning | Typical Action | |--------|---------|----------------|...
# Ralph Loop (Event-Driven)
Enhanced Ralph pattern with **event-driven notifications** — Codex/Claude calls OpenClaw when it needs attention instead of polling.
## Key Concepts
### Clean Sessions
Each iteration spawns a **fresh agent session** with clean context. This is intentional:
- Avoids context window limits
- Each `codex exec` is a new process with no memory of previous runs
- Memory persists via files: `IMPLEMENTATION_PLAN.md`, `AGENTS.md`, git history
### File-Based Notification Fallback
If OpenClaw is rate-limited when Codex sends a wake notification:
1. The notification is written to `.ralph/pending-notification.txt`
2. Wake is attempted (may fail)
3. When OpenClaw recovers, it checks for pending notifications
4. Work is never lost — it's all in git/files
## File Structure
```
project/
├── PROMPT.md # Loaded each iteration (mode-specific)
├── AGENTS.md # Project context, test commands, learnings
├── IMPLEMENTATION_PLAN.md # Task list with status
├── specs/ # Requirements specs
│ ├── overview.md
│ └── <feature>.md
└── .ralph/
├── ralph.log # Execution log
├── pending-notification.txt # Current pending notification (if any)
└── last-notification.txt # Previous notification (for reference)
```
## Notification Format
`.ralph/pending-notification.txt`:
```json
{
"timestamp": "2026-02-07T02:30:00+01:00",
"project": "/home/user/my-project",
"message": "DONE: All tasks complete.",
"iteration": 15,
"max_iterations": 20,
"cli": "codex",
"status": "pending"
}
```
Status values:
- `pending` — Wake failed or not attempted
- `delivered` — Wake succeeded
---
## OpenClaw Recovery Procedure
When coming back online after rate limit or downtime, **check for pending notifications**:
```bash
# Find all pending notifications across projects
find ~/projects -name "pending-notification.txt" -path "*/.ralph/*" 2>/dev/null
# Or check a speci...# 🐺 Ralph Loop (Event-Driven)
An enhanced [Ralph pattern](https://ghuntley.com/ralph/) implementation with **event-driven notifications** and **rate-limit resilience** for AI agent loops.
## Key Features
- 🔔 **Event-driven notifications** — Agent notifies OpenClaw on decisions, errors, completion
- 💾 **File-based fallback** — Notifications persist to `.ralph/pending-notification.txt` if wake fails
- 🔄 **Clean sessions** — Each iteration is a fresh agent context (avoids context limits)
- 📋 **PLANNING/BUILDING modes** — Separate phases for architecture and implementation
- 🧪 **Backpressure** — Run tests/lints after each implementation
## What's Different?
| Standard Ralph | This Version |
|----------------|--------------|
| Bash loop runs until done/fail | Agent notifies on events |
| Manual monitoring | Automatic escalation |
| Silent failures | Immediate error alerts |
| No rate-limit handling | File-based notification fallback |
| Lost notifications | Always recoverable |
## How It Works
1. **PLANNING phase**: Agent analyzes specs, creates `IMPLEMENTATION_PLAN.md`
2. **BUILDING phase**: Agent implements tasks one by one, tests, commits
3. **Notifications**: Agent writes to `.ralph/pending-notification.txt` + triggers OpenClaw via cron
4. **Triage**: OpenClaw receives notification, evaluates if it can help or needs to escalate to human
### Notification Flow
```
Codex/Claude ──► .ralph/pending-notification.txt
│ │
└──► openclaw cron add ──┴──► OpenClaw (triage)
│
┌─────────┴─────────┐
▼ ▼
Can help? Escalate
│ │
▼ ▼
Fix & restart Notify human
```
### Notification Prefixes
| Prefix | Meaning | Typical Action |
|--------|---------|----------------|...X Intelligence CLI — search, monitor, analyze, and engage on X/Twitter. TypeScript + Bun. AI agent skill.
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Track flight prices from Google Flights with this OpenClaw skill. Search routes, monitor prices, and get alerts when prices drop.
openclaw trading assistant| openclaw trading skill | nof1.ai & openclaw [moltbot] collaboration | We get the best practices from alpha arena trading seasons and bring it to clawdbot All top AI agents, realtime...