# PlusF666/mctaste-lab

> An Agent Skill and web experiment that asks a few rounds of two-choice food questions to build an explainable, editable preference profile and two recommendation routes, using McDonald's MCP for real store and menu queries.

- Magnitude: 1.7 out of 10 — Cooling
- Stars: 106 total · +0 stars measured 2026-10-25, 00:10–01:36 UTC, ≈ 6 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · Created: 2026-10-22 · Last push: 2026-10-22
- GitHub: https://github.com/PlusF666/mctaste-lab · Homepage: https://plusf666.github.io/mctaste-lab/ · Page: https://gitnova.dev/en/r/PlusF666/mctaste-lab

## Useful for

- Run the local web lab to pick today's meal through two-choice rounds and export an SVG preference card.
- Import the skill into an MCP-capable agent so it asks store, menu and preference questions step by step.
- Replay a saved DEMO_SESSION.json to verify the engine's preference and recommendation output.

## Why it’s here

- Star-counter measurements on 2026-10-25 (UTC), 00:10–01:36: 106 → 106 stars (+0). This is the change over that interval.
- Estimated end-of-day forecast: about +6 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 106 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

## 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: 6
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 28 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-10-22 … 2026-10-25: 41, 57, 7, 0

## Similar by description

1. **yuexuan521/git-to-big-mac-hedger** — 0.0 · Cooling · Productivity & self-hosted · JavaScript · Not enough measurements today
   A zero-dependency Node.js tool that reads today's Git commits, scores the day's effort from added/deleted lines and commit count, and picks a McDonald's meal within a computed calorie budget using real menu and discount data via mcd-mcp.
   Full card: https://gitnova.dev/en/r/yuexuan521/git-to-big-mac-hedger.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 2026-10-25 01:42 UTC, updated every 30 minutes.