predictive skill loading

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)

Anticipe et précharge les compétences optimales avant l'exécution des tâches en fonction de la correspondance de modèles et des taux de réussite historiques Source : bejranonda/llm-autonomous-agent-plugin-for-claude.

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