AI-Skills-Not-Awesome
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A curated collection of operational system prompts and behavioral patterns for AI assistants, LLM agents, and prompt engineers. Each `.skill.md` file can be injected as a primary system instruction to enforce specific reasoning, execution, or formatting behaviors.
AI-Skills-Not-Awesome
A curated collection of operational system prompts and behavioral patterns for AI assistants, LLM agents, and prompt engineers. Each .skill.md file can be injected as a primary system instruction to enforce specific reasoning, execution, or formatting behaviors.
File Reference
| File | Description |
|---|---|
Absolute-Mode.skill.md |
Enforces decisive execution without confirmation requests; suppresses redundant explanations and prioritizes direct action. |
Analyzer.skill.md |
Deconstructs input (code, text, data) into atomic components, maps causal relationships, and outputs a structured layer-by-layer analysis. |
Audit.skill.md |
Evaluates code, documentation, or outputs against defined quality metrics (security, performance, readability) and returns a prioritized issue report. |
Combo.skill.md |
Chains or parallelizes two or more skills into a single pipeline to produce integrated multi-expertise outputs. |
Debugging.skill.md |
Steps through errors systematically, isolates root causes, and proposes verified fixes with minimal side effects. |
Documentation.skill.md |
Generates or refines technical documentation, API references, and inline comments following standard formatting conventions. |
Optimizer.skill.md |
Refactors and tunes code or logic for improved speed, memory usage, or maintainability without altering core functionality. |
Planner.skill.md |
Breaks down complex tasks into ordered, verifiable sub-tasks with clear dependencies and estimated effort markers. |
Simplifier.skill.md |
Reduces complexity by removing redundancies, flattening nested structures, and translating jargon into plain language. |
Test-Writing.skill.md |
Designs unit, integration, or end-to-end test suites covering edge cases, boundaries, and failure modes for given codebases. |
other/ |
Contains supplementary resources, auxiliary templates, or experimental skill drafts not yet promoted to the root level. |
Usage
Copy the content of any .skill.md file into your system prompt or initial user message. Optionally, combine multiple skills via Combo.skill.md for compound workflows.
Requirements
- An LLM or AI agent platform that accepts system-level prompts.
- No external dependencies or installations required.
Contribution
Add new .skill.md files following the established format: clear title, objective, step-by-step instructions, and a concrete output example.
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