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""" | |
| \\\(| | |
| \\\)| | |
| \\\[| | |
| \\]| | |
| \\\\| | |
| \\| |
| # CLIP Interrogator 2.2 by [@pharmapsychotic](https://twitter.com/pharmapsychotic) | |
| # | |
| # Want to figure out what a good prompt might be to create new images like an existing one? The CLIP Interrogator is here to get you answers! | |
| # | |
| # <br> | |
| # | |
| # For Stable Diffusion 1.X choose the **ViT-L** model and for Stable Diffusion 2.0+ choose the **ViT-H** CLIP Model. | |
| # | |
| # This version is specialized for producing nice prompts for use with Stable Diffusion and achieves higher alignment between generated text prompt and source image. You can try out the old [version 1](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/v1/clip_interrogator.ipynb) to see how different CLIP models ranks terms. | |
| # |
| <div> | |
| <a href="#"><span>Facebook</span></a> | |
| <a href="#"><span>Twitter</span></a> | |
| <a href="#"><span>Google+</span></a> | |
| <a href="#"><span>Github</span></a> | |
| <a href="#"><span>Dribbble</span></a> | |
| <a href="#"><span>CodePen</span></a> | |
| </div> |
| /home/ayysir/.pm2/logs/soge-out.log last 15 lines: | |
| 0|soge | at Object.modify (/home/ayysir/soge/node_modules/nedb/lib/mod el.js:458:15) | |
| 0|soge | at /home/ayysir/soge/node_modules/nedb/lib/datastore.js:618:3 3 | |
| 0|soge | at /home/ayysir/soge/node_modules/nedb/lib/datastore.js:329:1 4 } reason: TypeError: Cannot set property '[object Array]' of null | |
| 0|soge | 2018-11-21T02:21:02.973 !!! ERROR !!! Possibly Unhandled Rejection at: Promise { | |
| 0|soge | <rejected> TypeError: Cannot set property '[object Array]' of nul l | |
| 0|soge | at Object.lastStepModifierFunctions.$set (/home/ayysir/soge/n ode_modules/nedb/lib/model.js:253:14) | |
| 0|soge | at Object.$set (/home/ayysir/soge/node_modules/nedb/lib/model .js:417:42) | |
| 0|soge | at Object.$set (/hom |
| <link href="https://stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-wvfXpqpZZVQGK6TAh5PVlGOfQNHSoD2xbE+QkPxCAFlNEevoEH3Sl0sibVcOQVnN" crossorigin="anonymous"> | |
| <link href='https://fonts.googleapis.com/css?family=Source+Sans+Pro' rel='stylesheet' type='text/css'> | |
| <link href='https://fontastic.s3.amazonaws.com/sEsaN6ZPMiVLUYDwwr6us4/icons.css' rel='stylesheet' type='text/css'> | |
| -var sites = [ | |
| - 'facebook', | |
| - 'twitter', | |
| - 'google', | |
| - 'steam', |
