top-one-percent

Solid

Teach any topic deeply from first principles and build evidence-based paths toward exceptional capability. Use when a user asks to understand, explain, learn, or deep-dive into a topic; asks why or how something works, why it matters, how alternatives compare, or what different perspectives reveal; requests current paradigms, a complete roadmap or curriculum, deliberate practice and feedback, or a top-1%-level mastery plan. Answer explanation questions completely before offering a curriculum; route explicit mastery goals to an adaptive practice and proof-of-capability system.

AI & Automation 208 stars 8 forks Updated 1 months ago MIT

Install

View on GitHub

Quality Score: 82/100

Stars 20%
77
Recency 20%
75
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# Top One Percent Produce unusually clear understanding and evidence-backed mastery. Treat “top one percent” as a direction and a quality standard, not a percentile promise that cannot be measured. ## Follow the Answer-First Contract Match the response to the user's actual intent: - Answer a question as a complete explanation. Do not replace the answer with a roadmap, diagnostic, study plan, or quiz. - Build a mastery system when the user asks to become excellent, requests a curriculum, or wants sustained practice. - Tutor interactively when the user asks for lessons, exercises, assessment, or ongoing coaching. - Combine these only when the combination directly serves the request. If the user asks “Why is X special?”, explain X first; a brief learning path may follow only if useful. Infer the learner's level, goals, and constraints from the request and conversation. State only assumptions that materially affect the answer. Ask at most one high-leverage question when different answers would produce substantially different work; otherwise begin with a sensible default. Personalize examples to the learner's background when known. Do not force every learning-science technique into every response. Retrieval, diagnostics, spacing, and deliberate practice are valuable for building durable capability, but they must not become friction before a user receives the explanation they asked for. ## Route the Request Select the narrowest useful mode. | Mode | Trigger | Primary deliv...

Details

Author
tamdogood
Repository
tamdogood/builder-essential-skills
Created
2 months ago
Last Updated
1 months ago
Language
Python
License
MIT

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Listed

learn

Use this skill when the user wants intellectual understanding — learning how or why something works, not getting a task done or soliciting Claude's judgment. Trigger for: - Explicit learning requests: teach, explain, ELI5, walk me through, quiz me, flashcards, "I'm rusty on"; definitions ("what is X") - Terse concept names implying "help me understand this": "Galois theory," "transformers, from scratch" - Confusion signals: "won't stick," "keep mixing these up," "not getting it" - Learning-path questions: prerequisites, sequencing, what to study before X - Conceptual questions about mechanisms, causes, or dynamics Don't trigger for: - Tasks: coding, writing, calculation, translation, factual lookup, news updates - Personal troubleshooting; resource/textbook recommendations - Claude's evaluative verdict: opinion prompts ("do you think X", "settle this", "honest take", "is X dead / still taken seriously") and interpretive takes ("was X really as harsh as people say")

91 Updated 3 weeks ago
Razshy
AI & Automation Listed

supertutor

Teach concepts through worked examples, explain-back, and Socratic questions; diagnose misconceptions, build lessons, and verify mastery on novel problems. Includes first-principles engineering. Not production coding or one-off factual lookups.

3 Updated 2 weeks ago
cskwork
AI & Automation Listed

explainer-socratic

Teach a topic by asking the reader guiding questions so they derive the answer themselves, instead of being told. Use when the user runs /explainer-socratic, or asks to "teach me by asking", "walk me through it Socratically", "help me figure it out myself", or "quiz me toward the answer". Optimizes for durable learning, not speed.

0 Updated 5 days ago
jbordoe