Documentation
README
Top One Percent
Produce unusually clear understanding and evidence-backed mastery. Treat βtop one percentβ 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 βWhy is X special?β, explain X first; a brief learning path may follow only if useful.
This is the opening of the README. Read the full README on GitHub.