# mizchi/explainer

> A set of skills and tools for explaining concepts from an AI to a human: a reader persona is built, only what they don't know is written, and claims and figures are verified by tools.

- Magnitude: 4.5 out of 10 — Early signal
- Stars: 110 total · +72 stars today, ≈ 128 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: JavaScript · License: MIT · Created: 2026-09-24 · Last push: 2026-09-30
- GitHub: https://github.com/mizchi/explainer · Page: https://gitnova.dev/en/r/mizchi/explainer

## Useful for

- Build a reader persona from public information and generate an explanation for them
- Verify quoted outputs and command results via checks.json and vlmkit
- Create a multi-chapter course with a chapter dependency map and checks

## Why it’s here

- 72 stars so far today, about 128 expected by the end of the day.
- The spike has held for 2 days in a row — not a one-off blip.
- The repository is 6 days old and already has 110 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #132.

## 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: 1
- Issues and pull requests: 14
- Watchers: 0
- Average over the last week: 24 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 14

## Stars per day, last 11 days (oldest → newest, today is partial)

2026-09-20 … 2026-09-30: 0, 0, 0, 0, 0, 0, 0, 0, 0, 42, 72

## Spotted in now

- Top new repositories this week: #132

## More in this category

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   Full card: https://gitnova.dev/en/r/NVIDIA/OpenShell.md
2. **feder-cr/dots** — 7.7 · Early signal · AI agents · Python · +320 stars today, ≈ 662 by evening
   Open-source web AI agent with its own patched Firefox browser that avoids detection and blocking. The model is swappable via OpenRouter, while the browser keeps a consistent identity and persistent sessions.
   Full card: https://gitnova.dev/en/r/feder-cr/dots.md
3. **paperclipai/paperclip** — 7.5 · Peaking · AI agents · TypeScript · +174 stars today, ≈ 738 by evening
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   Full card: https://gitnova.dev/en/r/paperclipai/paperclip.md
4. **yetone/magpie** — 7.3 · Breakout · AI agents · Go · +236 stars today, ≈ 860 by evening
   A menu-bar utility for macOS/Linux/Windows that lets you pick the model for each AI agent (Codex, Claude Code, Gemini CLI, etc.) and runs a local gateway translating OpenAI and Anthropic APIs between agents and providers.
   Full card: https://gitnova.dev/en/r/yetone/magpie.md
5. **mvschwarz/openrig** — 6.8 · Breakout · AI agents · TypeScript · +63 stars today, ≈ 319 by evening
   OpenRig is a harness orchestrator for AI coding agents: a team of agents (Claude Code and Codex) is defined in YAML and booted with one command, turning scattered terminal sessions into a managed team with a lead agent.
   Full card: https://gitnova.dev/en/r/mvschwarz/openrig.md

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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 2026-09-30 10:07 UTC, updated every 30 minutes.