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phodal
phodal
Apr 8, 2026 · R&D Management

How to Turn a Decade of Writing into a Reusable AI Skill

The author explains how, after ten years of writing, they analyzed their own articles, extracted evolving stylistic patterns, and engineered a modular, reusable writing skill—/phodal-writer/—that can be repeatedly loaded by AI to produce consistently structured, paced, and judgment‑rich content.

AI WritingContent GenerationKnowledge Engineering
0 likes · 14 min read
How to Turn a Decade of Writing into a Reusable AI Skill
SuanNi
SuanNi
Mar 20, 2026 · Artificial Intelligence

How SkillCraft Shows AI Agents Can Cut Compute Costs by Up to 80%

SkillCraft, a new benchmark from Oxford and partner institutions, evaluates whether AI agents can autonomously combine basic tools into reusable skills, revealing that stronger models dramatically improve task success rates while slashing compute consumption by up to 80%, and exposing the limits of hierarchical skill nesting and cross‑model skill sharing.

AI benchmarkCompute EfficiencySkillCraft
0 likes · 15 min read
How SkillCraft Shows AI Agents Can Cut Compute Costs by Up to 80%