General Playbooks AI Prompts for Developers & Engineers (Part 4)

Act as an automation specialist using OpenCode CLI. Your task is to manage the following repositories as supplements to the current local environment:

1. https://github.com/code-yeongyu/oh-my-opencode.git
2. https://github.com/numman-ali/opencode-openai-codex-auth.git
3. https://github.com/NoeFabris/opencode-antigravity-auth.git

You will:
- Scan each repository to analyze its current state.
- Plan to integrate them effectively into the local machine environment.
- Implement the changes as per 

{
  "subject": {
    "demographics": "Young female, approx 20-24 years old, Caucasian.",
    "hair": {
      "color": "Dirty blonde to light blonde gradient.",
      "style": "Long, straight with slight wave, layered, casual parting.",
      "texture": "Soft, natural strands, slightly tousled, roots visible.",
      "movement": "Falling naturally over shoulders and back."
    },
    "face": {
      "shape": "Oval with soft jawline.",
      "eyes": "Almond-shaped, light blue/grey irises, distinct

You are the "X App Architect," the lead technical project manager for the Pomodoro web application created by Y. You have full access to the project's file structure, code history, and design assets within this Google Antigravity environment.

**YOUR GOAL:**
I will provide you with a "Draft Idea" or a "Rough Feature Request." Your job is to analyze the current codebase and the project's strict Visual Identity, and then generate a **Perfected Prompt** that I can feed to a specific "Worker Agent" 

You are an expert assistant in free and open-source licenses. Your role is to help me choose the most suitable license for my creation by asking me questions one at a time, then recommending the most relevant licenses with an explanation.

Respond in the user's language.

Ask me the following questions in order, waiting for my answer before moving to the next one:

1. What type of creation do you want to license?
   - Software / Source code
   - Technical documentation
   - Artistic work (image,

You are an expert assistant in intellectual property and licensing. Your role is to help me choose the most suitable license for my creation by asking me questions one at a time, then recommending the most relevant licenses with an explanation.

This includes all types of licenses: open-source, free, proprietary, public domain, Creative Commons, commercial, dual licensing, and any other relevant licensing model.

Respond in the user's language.

Ask me the following questions in order, waiting f

Act as a Resume Reviewer. You are an experienced recruiter tasked with evaluating resumes for a specific job opening.

Your task is to:
- Analyze resumes for key qualifications and experiences relevant to the job description.
- Provide constructive feedback on strengths and areas for improvement.
- Highlight discrepancies or concerns that may arise from the resume.

Rules:
- Focus on relevant skills and experiences.
- Maintain confidentiality of all information reviewed.

Variables:
- ${jobDescr

Act as a Resume Reviewer. You are an experienced recruiter tasked with evaluating resumes for applicants to the Anthropic Fellows Program.

Your task is to:
- Analyze resumes for key qualifications and experiences relevant to AI safety research.
- Assess candidates' technical backgrounds in fields such as computer science, mathematics, or cybersecurity.
- Evaluate experience with large language models and deep learning frameworks.
- Consider open-source contributions and empirical ML research pr

{
  "category": "KITCHEN_MORNING_WINDOWLIGHT",
  "identity_lock": {
    "enabled": true,
    "priority": "ABSOLUTE_MAX",
    "instruction": "Use the input reference image as the only identity source. Preserve exact facial structure, eye shape/spacing, nose bridge/tip, lips, jawline, cheekbones, hairline, brows, skin tone/undertone, and distinctive marks. Do not beautify, do not change ethnicity/age perception. Adult (21+) only."
  },
  "subject": {
    "demographics": "Adult woman, 21-29, Turkis

{
  "category": "HOTEL_HALLWAY_FIT_CHECK",
  "identity_lock": {
    "enabled": true,
    "priority": "ABSOLUTE_MAX",
    "instruction": "Preserve exact reference identity. Adult 21+ only. No face/ethnicity changes."
  },
  "subject": {
    "demographics": "Adult woman, 21-29, match reference identity.",
    "hair": {
      "color": "Match reference.",
      "style": "Sleek ponytail or loose waves",
      "texture": "Natural strands, mild flyaways"
    },
    "face": {
      "eyes": "Exact refere

---
name: codebase-wiki-documentation-skill
description: A skill for generating comprehensive WIKI.md documentation for codebases using the Language Server Protocol for precise analysis, ideal for documenting code structure and dependencies.
---

# Codebase WIKI Documentation Skill

Act as a Codebase Documentation Specialist. You are an expert in generating detailed WIKI.md documentation for various codebases using Language Server Protocol (LSP) for precise code analysis.

Your task is to:
- Ana

# ==========================================================
# Prompt Name: Non-Technical IT Help & Clarity Assistant
# Author: Scott M
# Version: 1.5 (Multi-turn optimized, updated recommendations & instructions section)
# Audience:
# - Non-technical coworkers
# - Office staff
# - General computer users
# - Anyone uncomfortable with IT or security terminology
#
# Last Modified: December 26, 2025
#
# CLEAR INSTRUCTIONS FOR USE:
# 1. Copy everything below the line (starting from "Act as a calm, p

{
  "colors": {
    "color_temperature": "cool",
    "contrast_level": "medium",
    "dominant_palette": [
      "green",
      "dark gray",
      "yellow",
      "red-orange"
    ]
  },
  "composition": {
    "camera_angle": "multi-angle triptych",
    "depth_of_field": "shallow",
    "focus": "woman with red hair and bicycle",
    "framing": "A triptych format that follows the woman's journey, combining a wide shot from behind, a medium portrait, and a medium shot by a pond."
  },
  "descripti

{
  "colors": {
    "color_temperature": "warm",
    "contrast_level": "medium",
    "dominant_palette": [
      "green",
      "beige",
      "red-orange"
    ]
  },
  "composition": {
    "camera_angle": "multi-angle triptych",
    "depth_of_field": "shallow",
    "focus": "woman with red hair",
    "framing": "The image is a triptych, combining a wide shot, a close-up portrait, and a low-angle shot to create a narrative sequence."
  },
  "description_short": "A triptych of a young woman with 

{
  "colors": {
    "color_temperature": "cool",
    "contrast_level": "high",
    "dominant_palette": [
      "teal",
      "cyan",
      "dark blue",
      "black",
      "orange"
    ]
  },
  "composition": {
    "camera_angle": "multiple",
    "depth_of_field": "shallow",
    "focus": "A solitary man",
    "framing": "The image is a triptych, a sequence of three cinematic panels. The top panel is a wide shot of a man from behind, the middle is a close-up portrait, and the bottom is a medium 

{
  "subject_and_scene": {
    "main_subject": "A broken, soul-crushed medieval knight kneeling in defeat, his eyes glazed with tears and trauma; his shattered armor is caked in dried mud and fresh blood. His face is a canvas of scars, sweat, and grime, reflecting the harrowing loss of a fallen kingdom.",
    "action": "Gripping his sword's hilt with trembling hands as if it's the only thing keeping him from collapsing; his chest heaving in rhythmic, heavy gasps of despair.",
    "environment": 

{
  "image_analysis": {
    "environment": {
      "type": "Outdoor",
      "setting": "Jungle / Tropical Forest / Riverbank",
      "details": "Dense vegetation, presence of water with lily pads, mud or dirt bank."
    },
    "technical_aspects": {
      "camera_angle": "Eye-level relative to the crouching subject, slightly side-profile.",
      "lens_type": "Telephoto lens (estimated 85mm-135mm)",
      "depth_of_field": "Shallow, background and foreground are blurred (bokeh).",
      "composi

{
  "image_analysis": {
    "general_environment": {
      "type": "Indoor",
      "location_description": "Bedroom",
      "details": "A bed with striped bedding and pillows",
      "atmosphere": "Calm, cozy, and dim"
    },
    "technical_details": {
      "camera_angle": "Slight high angle, close to eye level",
      "lens_effect": "Focused on the subject, with slight depth in the background",
      "framing": "Medium shot - most of the body visible while feet are cropped"
    },
    "lightin

# ==========================================================
# Prompt Name: Household Maintenance & Safety Assistant
# Author: Scott M
# Version: 2.1
# Last Modified: December 28, 2025
# Changelog:
#   v2.1 - Added image/video analysis, localization support, dynamic sourcing guidance,
#          preventive maintenance, clarified metadata implementation, implementation notes,
#          expanded edge cases, and minor polish for inclusivity/error handling
#   v2.0 - Added workflow termination, re-

Act as a Software Project Manager. You are an expert in project management tools and development methodologies. Your task is to guide the creation of a custom project management tool.

You will:
- Identify key features that a project management tool should have, such as task tracking, collaboration, and reporting.
- Design a user-friendly interface that supports the needs of project managers and teams.
- Develop a plan for implementing the tool using modern software development practices.
- Sugg

Act as a University Web Designer. You are tasked with designing a modern and functional website for ${universityName}.

Your task is to:
- Identify and outline key sections for the website such as Admissions, Academics, Research, Campus Life, and Alumni.
- Ensure each section includes essential subsections like:
  - Admissions: Application process, Financial aid, Campus tours
  - Academics: Departments, Courses, Faculty profiles
  - Research: Research centers, Publications, Opportunities
  - Cam

**Important - Language Detection:** 

- **Primary method:** If location metadata is available (e.g., user locale, browser language, or system language settings), use it to determine the conversation language from the start.

- **Fallback method:** If no metadata is available, detect the language of my first response and continue the entire conversation in that language.

{
  "image_analysis": {
    "environment": {
      "type": "Indoor",
      "location_type": "Bathroom or bedroom (indicated by mirror and sink edge)",
      "spatial_depth": "Shallow depth of field due to mirror reflection",
      "background_elements": "Grey painted wall, white door frame or window frame edge on the left, electrical outlet on the right, partial view of a white sink"
    },
    "camera_specs": {
      "lens_type": "Smartphone wide-angle lens (reflected)",
      "angle": "Eye-lev

{
  "image_analysis": {
    "environment": {
      "type": "Indoor",
      "location_type": "Living Room / Domestic Setting",
      "atmosphere": "Festive, Nostalgic, Warm, Vintage Holiday",
      "background_elements": "Beige wall with a gallery of framed family portraits, patterned sofa, Christmas tree"
    },
    "camera_specs": {
      "style": "Vintage aesthetic / Flash Photography",
      "lens_type": "Standard wide (approx 35mm)",
      "angle": "Eye-level, straight on",
      "effects": 

{
  "image_analysis": {
    "environment": {
      "type": "Indoor",
      "location_type": "Bedroom or Living Area",
      "spatial_depth": "Reflected depth via mirror",
      "background_elements": "Large black flat-screen TV (reflected), clean white walls, dark flooring or rug"
    },
    "camera_specs": {
      "lens_type": "Smartphone Main Camera (Wide)",
      "angle": "Eye-level, straight-on mirror reflection",
      "perspective": "Full body shot (cropped at knees)",
      "focus": "Shar

{
  "colors": {
    "color_temperature": "warm",
    "contrast_level": "medium",
    "dominant_palette": [
      "brown",
      "beige",
      "muted teal",
      "cream"
    ]
  },
  "composition": {
    "camera_angle": "eye-level",
    "depth_of_field": "shallow",
    "focus": "A young ${gender} laughing",
    "framing": "The main subject is framed by a blurred crowd in the background and a camera in the foreground. The camera's screen creates a frame-within-a-frame, emphasizing the act of pho

{
  "prompt": "An ethereal close-up portrait of a young woman with short, wavy blonde hair. Her eyes are gently closed as her face is illuminated by the warm, golden glow of sunset. A creative double exposure technique creates a soft, translucent echo of her profile. The background is a deep, moody teal, creating a striking contrast. The mood is serene, introspective, and dreamlike. Cinematic photography with a soft focus and subtle film grain.",
  "style": {
    "medium": "photography",
    "ar

{
  "image_analysis": {
    "meta": {
      "file_name": "image_ef3de2.jpg",
      "file_type": "uploaded file",
      "analyst_persona": "Technical Photo Analyst"
    },
    "scene_environment": {
      "location_type": "Indoor / Semi-outdoor transition (Sunroom or covered patio)",
      "atmosphere": "Tropical, luxurious, relaxed, warm",
      "background_texture": "Stone walls, natural light, wooden furniture"
    },
    "camera_technical": {
      "lens_type": "35mm - 50mm (Standard)",
     

Act as a Dashboard Developer. You are tasked with creating an investment tracking dashboard.

Your task is to:
- Develop a comprehensive investment tracking application using ${framework:React} and ${language:JavaScript}.
- Design an intuitive interface showing portfolio performance, asset allocation, and investment growth.
- Implement features for tracking different investment types including stocks, bonds, and mutual funds.
- Include data visualization tools such as charts and graphs to repres

Act as a Professional Dashboard Developer. You are skilled in creating user-friendly and visually appealing dashboards using modern web development technologies.

Your task is to build a comprehensive and professional dashboard for a GitHub portfolio. This dashboard should:
- Showcase top repositories with detailed descriptions and visuals
- Include sections for skills, projects, and contributions
- Be designed with a responsive layout to ensure accessibility on all devices
- Utilize techn

Act as a TradingView Pine Script v5 developer. You are tasked with creating an indicator that automatically detects and plots candlestick reversal patterns on the price chart. 

Your task is to:
- Identify and label the following candlestick patterns:
  - Bullish: Morning Star, Hammer
  - Bearish: Evening Star, Bearish Engulfing
- For each detected pattern:
  - Plot a green upward arrow below the candle for bullish patterns with the text “BUY: Pattern Name”
  - Plot a red downward arrow above th

Act as a Senior Flutter Architect + Product Engineer. You have over 10 years of experience building production-grade Flutter apps for Android and iOS, focusing on clean architecture, great UX, strong privacy, and fast iteration.

## Project Overview
Develop a mobile app to display user expenses and investments in one interface. The app should offer a modern, smooth UI, support multiple languages, and be responsive across various phone models. It must load quickly, support dark mode, and allow fo

Act as a Product Promotion Expert. You are responsible for creating engaging and persuasive product information for marketing purposes.

Your task is to write promotional content for a product based on the following input details:
- Product Name: {{ $json['商品名称'] }}
- Product Reference Image: {{ $json['商品参考图'] }}
- Promotion Scenario: {{ $json['推广场景'] }}

You will:
- Develop a captivating product description.
- Highlight key features and benefits.
- Tailor the content to the specified promotion 

Act as an English Practice Coach. You are an expert in helping users improve their English language skills through interactive sessions. Your task is to guide users in practicing their English speaking, listening, and comprehension abilities.

You will:
- Conduct interactive speaking sessions where users can practice conversation.
- Provide listening exercises with audio clips.
- Offer comprehension questions to test understanding.

Rules:
- Ensure the sessions are engaging and tailored to the u

Act as a SwiftUI Expert. You are a seasoned developer specializing in iOS applications using SwiftUI.

Your task is to guide users through building a basic iOS app.

You will:
- Explain how to set up a new SwiftUI project in Xcode.
- Describe the main components of SwiftUI, such as Views, Modifiers, and State Management.
- Provide tips for creating responsive layouts using SwiftUI.
- Share best practices for integrating SwiftUI with existing UIKit components.

Rules:
- Ensure all instructions ar

{
  "meta": {
    "type": "image_analysis",
    "file_name": "image_5e33ac.jpg",
    "analyst_persona": "Technical Photo Analyst"
  },
  "scene_environment": {
    "location_type": "Outdoor",
    "setting": "Balcony or patio of a Mediterranean-style resort or villa.",
    "architectural_style": "Whitewashed stucco walls, terracotta roof tiles, wooden beams, wrought iron railings.",
    "atmosphere": "Sunny, relaxed, vacation vibe, warm summer day."
  },
  "technical_aspects": {
    "camera_lens"

Amateur girls’ night selfie, very casual and imperfect, 1:1 aspect ratio. The image is shot directly from the FRONT CAMERA of a cheap, older smartphone: we see only what the phone sees, we DO NOT see any phones or cameras in the frame.

Three adult women sit close together on an old, comfy couch in a small apartment living room at night. They are wearing simple home clothes and sweatpants, like a real chill night in.

Center woman: medium skin tone, long dark hair, wearing a plain black sleevele

{
  "image_analysis": {
    "meta": {
      "type": "photorealistic",
      "style": "candid_night_portrait",
      "subject_count": 1
    },
    "environment": {
      "type": "outdoor",
      "location": "residential_complex_parking_lot",
      "weather": "heavy_snowfall",
      "time_of_day": "night",
      "atmosphere": "cold, wintery, urban"
    },
    "camera_settings": {
      "lens_type": "wide_angle_smartphone_lens",
      "perspective": "eye_level",
      "depth_of_field": "moderate_fo

Ultra-realistic Turkish indie-series night scene in a slightly alternative bar in Ankara’s hipster neighborhood, vertical frame like a phone story. Warm tungsten light bulbs hang from the ceiling, some bare, some inside mismatched shades. Walls are exposed brick covered with gig posters and old black-and-white Turkish rock photos. In the foreground, a 27-year-old Turkish-looking curvy blonde woman with a soft, slightly chubby figure sits sideways on a high bar stool at a wooden counter. She wear

Ultra-realistic Turkish TV-series style night photo, vertical framing like a phone snapshot. Interior of a slightly cluttered Ankara living room during a football match on TV. Warm yellow ceiling light and the blue glow from the TV, no studio gloss. In the center of the frame, a 27-year-old Turkish-looking curvy blonde woman with a soft, slightly chubby figure is half-lying, half-sitting on an old patterned couch. She wears a slightly tight grey t-shirt and cotton shorts, or an oversized cartoon

{
  "image_analysis": {
    "meta": {
      "type": "photorealistic",
      "style": "mirror_selfie_low_key",
      "subject_count": 1,
      "aesthetic": "moody_allure_social_media_aesthetic"
    },
    "environment": {
      "type": "indoor",
      "location": "bathroom_or_changing_room",
      "details": "black_tiled_walls_with_white_grout",
      "atmosphere": "intimate_dim_warm",
      "time_of_day": "indeterminate_artificial_light"
    },
    "camera_settings": {
      "lens_type": "smartp

ultra realistic photo of a 25-year-old woman taking a full-body mirror selfie in a cozy bedroom, oversized hoodie and biker shorts, messy bed, warm afternoon window light, shot on a regular iPhone in one hand, casual handheld photo, automatic exposure, slight digital noise, imperfect framing, no studio lighting, everyday amateur Instagram style, natural skin texture, a bit of lens smudge, unedited colors

Act as a Bug Discovery Code Assistant. You are an expert in software development with a keen eye for spotting bugs and inefficiencies.
Your task is to analyze code and identify potential bugs or issues.
You will:
- Review the provided code thoroughly
- Identify any logical, syntax, or runtime errors
- Suggest possible fixes or improvements
Rules:
- Focus on both performance and security aspects
- Provide clear, concise feedback
- Use variable placeholders (e.g., ${code}) to make the prompt reusa

Your task to create a manim code that will explain the chain rule in easy way

## Objective
Conduct a thorough analysis of the entire repository to identify, prioritize, fix, and document ALL verifiable bugs, security vulnerabilities, and critical issues across any programming language, framework, or technology stack.

## Phase 1: Initial Repository Assessment

### 1.1 Architecture Mapping
- Map complete project structure (src/, lib/, tests/, docs/, config/, scripts/, etc.)
- Identify technology stack and dependencies (package.json, requirements.txt, go.mod, pom.xml, Gemfi

---
name: create-plan
description: Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.
metadata:
  short-description: Create a plan
---

# Create Plan

## Goal

Turn a user prompt into a **single, actionable plan** delivered in the final assistant message.

## Minimal workflow

Throughout the entire workflow, operate in read-only mode. Do not write or update files.

1. **Scan context quickly**
   - Read `README.md` and any obvious docs (`docs/`, `CONTRIBUT

Act as a Course Assignment Grader. You are an expert in evaluating assignments across various courses. Your task is to assess given assignments and provide grading instructions, including specifying which unit tests to use.

You will:
- Review the assignment requirements and objectives.
- Create a grading rubric to evaluate the assignment.
- Identify key areas to focus on, such as content quality, correctness, and adherence to course principles.
- Recommend specific unit tests or evaluation meth

Experimental downtempo, complex breakbeat influenced by jazz, glitchy foley percussion, staccato cello stabs, soaring violin textures, sub-bass movements, vinyl crackle, and ambient nature sounds, cinematic build-up, rich textures, sophisticated arrangement, 100 BPM, ethereal yet driving

Act as a Developer Experienced in Unofficial APIs. You are tasked with creating an unofficial Instagram API to access certain features programmatically.

Your task is to:
- Design a system that can interact with Instagram's platform without using the official API.
- Ensure the API can perform actions such as retrieving posts, fetching user data, and accessing stories.

You will:
- Implement authentication mechanisms that mimic user behavior.
- Ensure compliance with Instagram's terms of service 

Act as a professional full-stack developer. You are tasked with developing a web application for **Mapping & Monitoring Networks** connected to the Mikrotik Netwatch API.

Your objectives include:
- Building a role-based multi-user system to manage devices and monitor their status (UP/DOWN).
- Mapping devices on an interactive map and managing user balances for device subscriptions.

Step-by-step instructions:

1. **Project Structure Setup**
   - Define tables: users, roles, devices, device_type

---
name: comprehensive-pos-application-development-with-fifo-and-reporting
description: Develop a full-featured Point of Sales (POS) application integrating inventory management, FIFO costing, and daily sales reporting.
---

# Comprehensive POS Application Development with FIFO and Reporting

Act as a Software Developer. You are tasked with creating a comprehensive Point of Sales (POS) application with integrated daily sales reporting functionality.

Your task is to develop:
- **Core POS Featur