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willskills

A personal collection of agent skills — each one is a SKILL.md (plus optional scripts) that teaches an agent how to handle a recurring task well, instead of improvising every time.

Skills

Skill What it does
ai-podcast-generation Turns a topic into a two-host AI podcast locally (bilingual CN/EN): an LLM writes the dialogue, edge-tts voices it, ffmpeg joins it — no paid TTS service or proxy needed.
metacode A meta-programming skill that configures and manages agent software (OpenCode, etc.) purely by conversation — initial config, skill/plugin/MCP creation, update diagnostics, and self-evolution.
optimization-algorithm Designs and improves optimization algorithms from operations research and machine learning (LP/IP/NLP, convex optimization, SGD/Adam/EM/MCMC), and implements new methods from arXiv papers with rigorous benchmarking.
reading-books Reads and interprets works in philosophy, religion, and other humanities — core-idea summaries, key passages, chapter abstracts, historical appraisal, and AI-era reflection.

Install

# all skills
npx skills add Freakwill/willskills -g -y

# one skill
npx skills add Freakwill/willskills --skill metacode -g -y

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