# huaxialucaicaizi/ai-startup-skills > A bundle of seven Agent Skills for building an AI product as a one-person company, covering idea validation, business plan, policies, pitching, growth, pricing and registration. Includes a router skill that detects your stage and calls the matching sub-skill. - Magnitude: 4.1 out of 10 — Early signal - Stars: 131 total · Not enough measurements today - Star trust: star growth looks organic - Category: AI agents · Language: Python · License: MIT · Created: 2026-10-22 · Last push: 2026-10-23 - GitHub: https://github.com/huaxialucaicaizi/ai-startup-skills · Page: https://gitnova.dev/en/r/huaxialucaicaizi/ai-startup-skills ## Useful for - Validate demand for an AI product idea before writing code or a business plan - Draft a business plan and application materials for an incubator or competition - Find relevant policies, subsidies and compute vouchers for a one-person company ## Why it’s here - There are not enough fresh counter measurements for today's UTC day. The gain is unknown. - The repository is 2 days old and already has 131 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #197. - About 7 forks a day — people are taking the code. ## 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: 19 - Issues and pull requests: 2 - Watchers: 1 - Average over the last week: 36 per day - Usual pace: too little history (under two weeks) ## Stars per day, last 3 days (oldest → newest, today is partial) 2026-10-22 … 2026-10-24: 37, 68, None ## Spotted in now - Top new repositories this week: #197 ## More in this category 1. **aicodeking/leanrea** — 6.3 · Peaking · AI agents · Python · +187 stars measured 2026-10-24, 00:03–18:41 UTC, ≈ 249 by evening An 8 KB skill file for AI agents that replaces the REA MCP server: it tells the agent which CLI tools (asar, otool, nm, jadx, Ghidra, etc.) to use for reverse engineering and how to avoid common traps. Per the author's benchmark it is 38%… Full card: https://gitnova.dev/en/r/aicodeking/leanrea.md 2. **NVIDIA/OpenShell** — 6.2 · Breakout · AI agents · Rust · +564 stars measured 2026-10-24, 00:03–18:41 UTC, ≈ 728 by evening A safe, private runtime for autonomous AI agents: isolated sandbox containers governed by declarative YAML policies restricting filesystem, network, and process access. Manages credential injection for agents like Claude, Codex, OpenCode,… Full card: https://gitnova.dev/en/r/NVIDIA/OpenShell.md 3. **makecindy/cindy** — 6.0 · Breakout · AI agents · TypeScript · +233 stars measured 2026-10-24, 11:41–18:41 UTC, ≈ 301 by evening Cindy is an open-source AI agent that combines multiple harnesses (Claude Code, Codex), models and tools into one agent working locally with your real files and apps. This repo is the client: Electron desktop and Expo/React Native mobile… Full card: https://gitnova.dev/en/r/makecindy/cindy.md 4. **JoasASantos/REA-Prompts** — 6.0 · Peaking · AI agents · +271 stars measured 2026-10-24, 00:03–18:41 UTC, ≈ 343 by evening A curated collection of prompts for using REA (Reverse Engineer Anything) with AI coding agents to inspect binaries, firmware, kernels, games, APKs, Electron apps and websites. Covers installation, feature tracing, cloning, vulnerability… Full card: https://gitnova.dev/en/r/JoasASantos/REA-Prompts.md 5. **google-gemini/gemini-cli** — 5.9 · Breakout · AI agents · TypeScript · +292 stars measured 2026-10-24, 11:39–18:41 UTC, ≈ 357 by evening Google's open-source AI agent that runs Gemini directly in the terminal: understands and edits code, answers questions about a repository and automates tasks. Supports MCP servers and a non-interactive mode for scripts. Full card: https://gitnova.dev/en/r/google-gemini/gemini-cli.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 18:51 UTC, updated every 30 minutes.