predictive skill loading
✓Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates
SKILL.md
This skill enables the autonomous agent to predict and pre-load the optimal set of skills before task execution begins, dramatically reducing load time from 3-5 seconds to 100-200ms and token usage by 87%.
When pattern database is insufficient (<10 patterns), use intelligent defaults:
No Similar Patterns Found Action: Fall back to intelligent defaults based on task type Impact: Still faster than traditional loading (no similarity calculation delay)
Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates Source: bejranonda/llm-autonomous-agent-plugin-for-claude.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/bejranonda/llm-autonomous-agent-plugin-for-claude --skill predictive skill loading- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is predictive skill loading?
Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates Source: bejranonda/llm-autonomous-agent-plugin-for-claude.
How do I install predictive skill loading?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/bejranonda/llm-autonomous-agent-plugin-for-claude --skill predictive skill loading 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/bejranonda/llm-autonomous-agent-plugin-for-claude
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01