knowledge-discovery
✓Discover relevant skills and knowledge using tiered approach. SKIP for simple tasks, QUICK for single-skill, STANDARD for multi-skill, DEEP for full feature implementation. Auto-selects tier based on task complexity.
Installation
SKILL.md
Adaptive discovery skill with tiered efficiency for different task complexities.
| Tier | When to Use | Files Read | Time Cost |
| SKIP | Simple/obvious tasks, single file edits | 0 | 0s | | QUICK | Single-skill tasks, known patterns | Quick ref only | 2s | | STANDARD | Multi-skill tasks, unfamiliar patterns | INDEX + GRAPH | 10s | | DEEP | Full feature implementation, CRUD flows | All 4 steps | 15-20s |
Discover relevant skills and knowledge using tiered approach. SKIP for simple tasks, QUICK for single-skill, STANDARD for multi-skill, DEEP for full feature implementation. Auto-selects tier based on task complexity. Source: thapaliyabikendra/ai-artifacts.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/thapaliyabikendra/ai-artifacts --skill knowledge-discovery- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is knowledge-discovery?
Discover relevant skills and knowledge using tiered approach. SKIP for simple tasks, QUICK for single-skill, STANDARD for multi-skill, DEEP for full feature implementation. Auto-selects tier based on task complexity. Source: thapaliyabikendra/ai-artifacts.
How do I install knowledge-discovery?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/thapaliyabikendra/ai-artifacts --skill knowledge-discovery Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/thapaliyabikendra/ai-artifacts
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01