GitHub repo picks, week 44 of 2026: codebase graphs, agent security audits, shared memory and agent workspaces
Five repositories from GitHub's weekly trending list (checked October 26, 2026, KST) that a solo maker building with AI coding agents can put to work. Star counts, language and license were read from the GitHub API on that day and will change.
Graphify-Labs/graphify
- URL: https://github.com/Graphify-Labs/graphify
- Stars: 135,229 (2026-10-26)
- Language: Python
- License: Apache-2.0
It turns a codebase, along with its docs, SQL schemas, configs and PDFs, into a knowledge graph you can query, and ships as a /graphify skill for Claude Code, Cursor, Codex and Gemini CLI. The parsing runs locally and does not need a vector store, which helps when you come back to a project after a few months and need to find your way around it again.
Source: GitHub
cloudflare/security-audit-skill
- URL: https://github.com/cloudflare/security-audit-skill
- Stars: 46,848 (2026-10-26)
- Language: JavaScript
- License: MIT
A coding-agent skill that runs a security audit in several phases and reports its findings in a machine-readable format, with each finding checked separately. If you ship side projects alone, there is usually nobody to review your code, so a structured pass like this before launch is worth the time.
Source: GitHub
akitaonrails/ai-memory
- URL: https://github.com/akitaonrails/ai-memory
- Stars: 13,513 (2026-10-26)
- Language: Rust
- License: MIT
Long-term memory for coding-agent CLIs that also makes it easier to hand work from one agent vendor to another. It is useful when you switch between tools during the day and are tired of explaining the same project context to each one.
Source: GitHub
stablyai/orca
- URL: https://github.com/stablyai/orca
- Stars: 105,799 (2026-10-26)
- Language: TypeScript
- License: MIT
Orca describes itself as a place to work with a fleet of coding agents, using your own subscription for each one, on desktop, mobile or a remote runtime. If you already run several agents on separate tasks, it gives you one place to keep track of them.
Source: GitHub
anomalyco/opencode
- URL: https://github.com/anomalyco/opencode
- Stars: 221,513 (2026-10-26)
- Language: TypeScript
- License: MIT
An open source coding agent that showed up on this week's trending list. It is a good option if you want a terminal coding agent whose code you can read and change yourself.
Source: GitHub