# chuma-beep/mathua > A self-hosted adaptive math learning engine in Go that moves a learner from arithmetic to university math along a 1250-concept prerequisite graph, gating progress on streak and speed. - Magnitude: 4.0 out of 10 — Early signal - Stars: 352 total · +1 star measured 2026-10-24, 17:18–19:22 UTC, ≈ 3 by evening - Star trust: star growth looks organic - Category: Learning & lists · Language: Go · License: MIT · Created: 2026-04-28 · Last push: 2026-10-24 - GitHub: https://github.com/chuma-beep/mathua · Homepage: https://mathua.com · Page: https://gitnova.dev/en/r/chuma-beep/mathua ## Useful for - Deploy the Go binary with SQLite to run a local math tutor with generated problems - Gate a study plan so no topic opens until its prerequisites are mastered - Export learner progress transcripts to CSV via the API for a parent or teacher ## Why it’s here - Star-counter measurements on 2026-10-24 (UTC), 17:18–19:22: 351 → 352 stars (+1). This is the change over that interval. - Estimated end-of-day forecast: about +3 stars, using observed gains and the previous day. - Over the last two days the pace is 3.4× that of the previous week and a half. - Elevated gains were measured on the last 3 completed UTC days in a row. Continued growth is not guaranteed. - GitHub Trending Go today: #6, +40 stars. - About 7 forks a day — people are taking the code. - Recent forks include notable developers: @valeman (1,929 followers). ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 34 - Issues and pull requests: 246 - Watchers: 1 - Average over the last week: 48 per day - Usual pace: 0 per day - Stars in the last hour (measured): 1 ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-09-25 … 2026-10-24: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 94, 186, 55, 1 ## Spotted in now - GitHub Trending Go today: #6, +40 stars ## Similar by description 1. **xiaoyang111222/cn-math-taxonomy** — 6.7 · Peaking · Learning & lists · Python · +390 stars measured 2026-10-24, 00:03–19:21 UTC, ≈ 481 by evening Knowledge graph for Chinese middle-school math (grades 7–9): 315 topic nodes with 616 prerequisite edges, mapping to the 2022 curriculum standards, plus a 1407-question diagnostic bank. An AI-generated draft not yet reviewed by teachers. Full card: https://gitnova.dev/en/r/xiaoyang111222/cn-math-taxonomy.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-24 19:32 UTC, updated every 30 minutes.