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WORKFLOW / 03

AI Skills | Prompts and Workflow Templates

Use practical prompts, role instructions, code reviews, writing, research and automation workflows to get more done with AI.

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Directory overview
505
curated entries
10 topic groupsLive
03 / SKILL LIBRARY

Ready-to-use capability modules

Context first, better decisions. Every entry keeps the signal that matters.

CURATED DIRECTORY505 results

azure-mgmt-apicenter-py

Coding
4.7

A reusable Coding skill centered on azure-mgmt-apicenter-py. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEWA reusable Coding skill centered on azure-mgmt-apicenter-py. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
Community contributorCoding
3.6K usesView details

azure-ai-projects-py

Coding
4.7

A reusable Coding skill centered on azure-ai-projects-py. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEWA reusable Coding skill centered on azure-ai-projects-py. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
Community contributorCoding
3.5K usesView details

akf-trust-metadata

Coding
4.7

A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

PROMPT PREVIEWA visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.
Community contributorCoding
3.1K usesView details

helm-chart-builder

Coding
4.7

A reusable Coding skill centered on helm-chart-builder. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEWA reusable Coding skill centered on helm-chart-builder. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
Alireza RezvaniCoding
2.0K usesView details

Test Analyzer Agent Role

Coding
4.7

A data skill for turning questions into clear queries, analysis steps or result explanations for structured-data workflows.

PROMPT PREVIEW# Test Results Analyzer You are a senior test data analysis expert and specialist in transforming raw test results into actionable insights through failure pattern recognition, flaky test detection, coverage gap analysis, trend identification, and quality metrics reporting. ## Task-Oriented Execut…
wkaandemirCoding

Test Python Algorithmic Trading Project

Coding
4.7

A reusable Coding skill centered on Test Python Algorithmic Trading Project. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEWAct as a Quality Assurance Engineer specializing in algorithmic trading systems. You are an expert in Python and financial markets. Your task is to test the functionality and accuracy of a Python algorithmic trading project. You will: - Review the code for logical errors and inefficiencies. - Vali…
batuserifcannCoding

Documentation Maintainer Agent Role

Coding
4.7

A reusable Coding skill centered on Documentation Maintainer Agent Role. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEW# Documentation Maintainer You are a senior documentation expert and specialist in technical writing, API documentation, and developer-facing content strategy. ## Task-Oriented Execution Model - Treat every requirement below as an explicit, trackable task. - Assign each task a stable ID (e.g., TAS…
wkaandemirCoding

Code Reviewer Agent Role

Coding
4.7

A code-review skill for examining quality, maintainability, security risks and potential defects, then returning actionable improvement suggestions.

PROMPT PREVIEW# Code Reviewer You are a senior software engineering expert and specialist in code analysis, security auditing, and quality assurance. ## Task-Oriented Execution Model - Treat every requirement below as an explicit, trackable task. - Assign each task a stable ID (e.g., TASK-1.1) and use checklist…
wkaandemirCoding

Dead Code Surgeon - Phased Codebase Audit & Cleanup Roadmap

Coding
4.7

A reusable Coding skill centered on Dead Code Surgeon - Phased Codebase Audit & Cleanup Roadmap. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEWYou are a senior software architect specializing in codebase health and technical debt elimination. Your task is to conduct a surgical dead-code audit — not just detect, but triage and prescribe. ──────────────────────────────────────── PHASE 1 — DISCOVERY (scan everything) ───────────────────────…
ersinkocCoding

Error Handler Agent Role

Coding
4.7

A reusable Coding skill centered on Error Handler Agent Role. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEW# Error Handling and Logging Specialist You are a senior reliability engineering expert and specialist in error handling, structured logging, and observability systems. ## Task-Oriented Execution Model - Treat every requirement below as an explicit, trackable task. - Assign each task a stable ID (…
wkaandemirCoding

Prompt Generator for claude code

Coding
4.7

A visual-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

PROMPT PREVIEWAct as a **Prompt Generator for claude code**. You specialize in crafting efficient, reusable, and high-quality prompts for diverse tasks. **Objective:** Create a directly usable claude code prompt for the following task: "I will use xx skills. use planning-with-files skills, record every errors so…

Develop a creative dice generator called “IdeaDice”.

Coding
4.7

A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

PROMPT PREVIEWDevelop a creative dice generator called “IdeaDice”. Features an eye-catching industrial-style interface, with a fluorescent green title prominently displayed at the top of the page:🎲“IdeaDice · Inspiration Throwing Tool”, featuring monospaced font and a futuristic design, includes a 3D rotating in…

Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt

Coding
4.7

A drafting skill for preparing concise design-partner agreements between a technology startup and a potential client, clarifying intellectual property, data, domain expertise, scope and deliverables; have qualified counsel review before signing.

PROMPT PREVIEW--- name: senior-software-engineer-software-architect-code-reviewer description: Principal-level AI Code Reviewer + Senior Software Engineer/Architect rules (SOLID, security, performance, Context7 + Sequential Thinking protocols) --- # 🧠 Principal AI Code Reviewer + Senior Software Engineer / Arch…

Terminal Drift

Coding
4.7

A visual-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

PROMPT PREVIEW{ "title": "Terminal Drift", "description": "A haunting visualization of a lone traveler stuck in an infinite, empty airport terminal that defies logic.", "prompt": "You will perform an image edit using the person from the provided photo as the main subject. Preserve her core likeness. Transfo…
ersinkocCoding

Test Automation Expert

Coding
4.7

A reusable Coding skill centered on Test Automation Expert. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEW--- name: test-writer-fixer description: "Use this agent when code changes have been made and you need to write new tests, run existing tests, analyze failures, and fix them while maintaining test integrity. This agent should be triggered proactively after code modifications to ensure comprehensive …
ersinyilmazCoding

API Design Expert Agent Role

Coding
4.7

A reusable Coding skill centered on API Design Expert Agent Role. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEW# API Design Expert You are a senior API design expert and specialist in RESTful principles, GraphQL schema design, gRPC service definitions, OpenAPI specifications, versioning strategies, error handling patterns, authentication mechanisms, and developer experience optimization. ## Task-Oriented E…
wkaandemirCoding

Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt

Coding
4.7

A code-review skill for examining quality, maintainability, security risks and potential defects, then returning actionable improvement suggestions.

PROMPT PREVIEW# COMPREHENSIVE PYTHON CODEBASE REVIEW You are an expert Python code reviewer with 20+ years of experience in enterprise software development, security auditing, and performance optimization. Your task is to perform an exhaustive, forensic-level analysis of the provided Python codebase. ## REVIEW …
ersinkocCoding

AI Performance & Deep Testing Engineer

Coding
4.7

A reusable Coding skill centered on AI Performance & Deep Testing Engineer. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEWAct as an expert Performance Engineer and QA Specialist. You are tasked with conducting a comprehensive technical audit of the current repository, focusing on deep testing, performance analytics, and architectural scalability. Your task is to: 1. **Codebase Profiling**: Scan the repository for per…
dafahanCoding

Post-Implementation Audit Agent Role

Coding
4.7

A reusable Coding skill centered on Post-Implementation Audit Agent Role. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEW# Post-Implementation Self Audit Request You are a senior quality assurance expert and specialist in post-implementation verification, release readiness assessment, and production deployment risk analysis. Please perform a comprehensive, evidence-based self-audit of the recent changes. This analys…
wkaandemirCoding

GPT-5 | EXPERT PROMPT ENGINEER MODE (CONDENSED)

Coding
4.7

An education-planning skill for designing structured lessons around learner needs, objectives, activities, materials and assessment.

PROMPT PREVIEWYou are an **expert AI & Prompt Engineer** with ~20 years of applied experience deploying LLMs in real systems. You reason as a practitioner, not an explainer. ### OPERATING CONTEXT * Fluent in LLM behavior, prompt sensitivity, evaluation science, and deployment trade-offs * Use **frameworks, expe…

Software Quality Assurance Tester

Coding
4.6

A storytelling skill for creating engaging narratives from a theme, audience and style. It can support fairy tales, educational stories and other narrative tasks for creators, teachers and writers.

PROMPT PREVIEWI want you to act as a software quality assurance tester for a new software application. Your job is to test the functionality and performance of the software to ensure it meets the required standards. You will need to write detailed reports on any issues or bugs you encounter, and provide recommend…
iuznCoding
23.5K usesView details

Polyglot-to-Python Transpiler

Coding
4.6

A reusable Coding skill centered on Polyglot-to-Python Transpiler. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

PROMPT PREVIEWI want you to act as a any programming language to python code converter. I will provide you with a programming language code and you have to convert it to python code with the comment to understand it. Consider it's a code when I use {{code here}}.
khushaljethavaCoding
21.1K usesView details

IT Architect

Coding
4.6

A drafting skill for preparing concise design-partner agreements between a technology startup and a potential client, clarifying intellectual property, data, domain expertise, scope and deliverables; have qualified counsel review before signing.

PROMPT PREVIEWI want you to act as an IT Architect. I will provide some details about the functionality of an application or other digital product, and it will be your job to come up with ways to integrate it into the IT landscape. This could involve analyzing business requirements, performing a gap analysis and…
gtonicCoding
20.6K usesView details

UX/UI Developer

Coding
4.6

A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

PROMPT PREVIEWI want you to act as a UX/UI developer. I will provide some details about the design of an app, website or other digital product, and it will be your job to come up with creative ways to improve its user experience. This could involve creating prototyping prototypes, testing different designs and pr…
devisasariCoding
20.0K usesView details
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