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swaylq/sijiao-skill

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Trainer.skill — Enter any skill you want to learn and distill a stateful personal coaching skill that will help you learn it from scratch

Overview

"Teach a man to fish and you feed him rather than give him a fish—Master.skill makes your AI a master in this field, and personal skill trains you to become a master in this field." Colleagues.skill Distill ** into AI. Master.skill Distill ** into AI —— 。 Tell it what you want to learn, it runs and steams a path from zero to "competent" according to the science of learning, generating a ** personal coaching skill. 📊   — Metaskill + tool engine (pure standard library with zero dependency) + (Rust / linear algebra / English reading / weight loss / skin management / fitness, combo) run smoothly. Each sample's pre-retouched image is topology checked by the engine, and the course is rendered by the engine.   🧬 — Standing on the shoulders of colleagues/masters, transforming the metaskill framework from "steaming experts" into "" 🎯   — Private coaches guide you to "being able to independently handle routine tasks," mastery/expert relies on years of real practice. Skills that don't tell you limitations are not trustworthy. : Load positioning → Interval review of deadline items → Target your known weaknesses → Socratic force yourself to think for yourself. Always repeat the same as last time, without repeating 'How much have you learned?' Extract and follow the 5 science of learning (references/pedagogy-framework.md): Each generated skill passes a set of **(prompts/quality_check.md): - ✅ — validate_dag must return empty; Each "learn A first, then learn B" can be linked to the source — ✅ not "read more," it's "output tasks that can be judged right or wrong" — ✅ — "can independently do X," not "understand X" — ✅ canonical resources ≥ 3 independent recommendations; Reject SEO "Top 10 Learning Methods" advertorials / content farms — ✅ dreyfus_ceiling ≤ competent, no bragging about "becoming an expert"

Overview (machine translated)

Enter any skill you want to learn and distill a state-of-the-art personal trainer that will help you learn it from scratch

*“Teach a man to fish rather than give him a fish — Master.skill makes your AI a master in this industry, and privateCoach.skill trains you to become a master in this field.” *

Colleague.skill steamed one person into AI.
Master.skill distills an entire line of cognition into AI — teaching people to fish.

But there is something more important than “doing it for you”—
**Become someone who knows how to do it. **

Tell it what you want to learn,
It completed 8 road research and steamed a path from zero to ‘competence’ following the scientific learning process,
Generate a personal tutoring skill that remembers exactly where you learned and adapts to your level.

The fundamental difference between it and ‘ChatGPT makes a study plan’:
**That was a disposable piece of paper; This is a personal trainer who remembers you, trains with you, and knows where you are stuck. **

🌐 Official Website · 🚀 Installation · ✨ What Does the Personal Trainer Look Like · 🧠 What Did It Steam · 🔍 Why Should I Trust It · ⭐ Sample · 🧬 Three Generations of Lineage

English README →


📊  > v0.1 — Meta-skill + tool engine (35 tests all green, pure standard library with zero dependency) + 6 end-to-end samples (Rust / Linear Algebra / English Reading / Weight Loss / Skin Management / Fitness, total 79 modules) runs smoothly. Each sample’s pre-draw is topologically validated by the engine, and the course is rendered by the engine.

🧬  > Third Generation of the Family — Standing on the shoulders of colleagues/masters, transforming the meta-skill framework from “steaming experts” to “Teaching You to Become an Expert.”

🎯  > The ceiling is honestly marked as “competent” — A private tutor will guide you to “being able to independently handle routine tasks,” mastery/expert skills rely on years of real practice. Skills that don’t tell you limitations are not trustworthy.


✨ What does a personal trainer look like?

It’s not a search engine, nor a study plan. It’s “a personal trainer who remembers you and trains with you right now by your side.”

🦀 Scenario 1 · Rust (Load → Interval Review → Hit Weak Points → Socrates)

📐 Scenario 2 · Linear Algebra (Diagnosis is an ‘intuitive gap’ rather than a fundamental problem; build geometric graphs first, then calculate)

📖 Scenario 3 · English Reading (AI generates sentences that match the level on the spot, typing the old problem of ‘verbatim translation’)

Four things ChatGPT learning plans can’t achieve: load data positioning → Spaced review of due items → Target your known weaknesses → Socratic force yourself to think. Always repeat the same as last time, without repeating ‘How have you learned?’


🧠 What did it steam up?

A path built according to learning science, not a data heap. Each generated {技能}-learn is a self-contained directory, divided into three layers:

| Layer | File | What is installed |

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Install

npx skillfish add swaylq/sijiao-skill
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