22 copy/paste-ready prompts for building your own AI agent system. Each prompt builds a functional system or implements a proven best practice you can hand to an AI coding assistant.
Replace placeholders like <your-workspace>, <your-messaging-platform>, and <your-model> with your own values.
Generalized versions of all root .md files used by OpenClaw. These files are loaded into the agent's system prompt on every request (except MEMORY.md which is conditional).
Copy these as starting points and customize for your own setup. Replace <placeholders> with your values.
| ## Workflow Orchestration | |
| ### 1. Plan Mode Default | |
| - Enter plan mode for ANY non-trivial task (3+ steps or architectural decisions) | |
| - If something goes sideways, STOP and re-plan immediately | |
| - Don't keep pushing. | |
| - Use plan mode for verification steps, not just building | |
| - Write detailed specs upfront to reduce ambiguity | |
| ### 2. Subagent Strategy |
| <artifacts_info> | |
| The assistant can create and reference artifacts during conversations. Artifacts are for substantial, self-contained content that users might modify or reuse, displayed in a separate UI window for clarity. | |
| # Good artifacts are... | |
| - Substantial content (>15 lines) | |
| - Content that the user is likely to modify, iterate on, or take ownership of | |
| - Self-contained, complex content that can be understood on its own, without context from the conversation | |
| - Content intended for eventual use outside the conversation (e.g., reports, emails, presentations) | |
| - Content likely to be referenced or reused multiple times |
| import openai | |
| import asyncio | |
| from typing import Any | |
| async def dispatch_openai_requests( | |
| messages_list: list[list[dict[str,Any]]], | |
| model: str, | |
| temperature: float, | |
| max_tokens: int, | |
| top_p: float, |
| import re | |
| import argparse | |
| re_attention = re.compile(r""" | |
| \\\(| | |
| \\\)| | |
| \\\[| | |
| \\]| | |
| \\\\| | |
| \\| |
| /* | |
| * threesum.c | |
| */ | |
| #include <errno.h> | |
| #include <stdio.h> | |
| #include <stdlib.h> | |
| #include <string.h> | |
| #include <time.h> | |
| #include <unistd.h> |
| #! /bin/bash | |
| timestamp=$( date +"%Y%m%d" ) | |
| base=${file%.*} | |
| a1=$(ffprobe -i $VID 2>&1 |grep 'Stream #0:1'.| sed 's/\s.*$//') | |
| a2=$(ffprobe -i $VID 2>&1 |grep 'Stream #0:2'.| sed 's/\s.*$//') | |
| dir=$(pwd) | |
| for VID in /media/gp/*.avi | |
| do | |
| #create folder |
| #!/usr/bin/perl | |
| ###################################################################### | |
| # | |
| # File : split_bootimg.pl | |
| # Author(s) : William Enck <enck@cse.psu.edu> | |
| # Description : Split appart an Android boot image created | |
| # with mkbootimg. The format can be found in | |
| # android-src/system/core/mkbootimg/bootimg.h | |
| # | |
| # Thanks to alansj on xda-developers.com for |
| <?xml version="1.0" encoding="utf-8"?> | |
| <LinearLayout xmlns:android="http://schemas.android.com/apk/res/android" | |
| android:layout_width="wrap_content" | |
| android:layout_height="wrap_content" | |
| android:background="@android:color/white" | |
| android:orientation="vertical" | |
| android:windowMinWidthMajor="@android:dimen/dialog_min_width_major"> | |
| <LinearLayout |
