Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
ATLAS: a senior-engineer layer for Claude Code. Explore with wireframes & prototypes, clarify the essentials, capture it in HTML spec doc then let Claude Code's native plan/goal/workflow loop build. Fewer tokens, less ceremony, faster to what people pictured. KISS/YAGNI/DRY, context decides. No overengineering. Clean architecture that works.
| Date | Stars |
|---|---|
| 2026-07-31 | 314 |
| 2026-08-06 | 316 |
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# SWE-ATLAS — a senior AI software engineer for Claude Code [](https://www.npmjs.com/package/swe-atlas) [](https://www.npmjs.com/package/swe-atlas) [](https://www.npmjs.com/package/swe-atlas)  > The senior-engineer layer for Claude Code. Explore before you build, clarify only what matters, capture it in living HTML, then hand it to Claude Code's native plan / goal / workflow loop. Fewer tokens, less ceremony, faster to the thing people actually pictured. ```bash npx swe-atlas@latest new-project # in your current project npx swe-atlas@latest new-project my-workspace # …or scaffold a new folder ``` One command. Full setup. No copy-pasting prompts every session. ATLAS is an open-source **Claude Code template**: a curated set of skills, subagents, slash commands, and engineering conventions that turn Claude Code into a production-grade AI software engineer, with a wireframe-and-prototype workflow in place of heavyweight spec-driven development. It ships in **three CLAUDE.md modes**, so you choose how much of the wheel to hand over: - **Vanilla** — minimal footprint, no ATLAS identity. - **Collaborative** *(default)* — the full senior-engineer identity with a review-and-commit loop; you stay in the driver's seat. - **Autonomous** — the approval loop removed and **`free-will`** wired in (alongside `super-product-owner` and `super-ui-ux-design`): the skill that lets ATLAS **decide for itself** on the high-stakes forks — hold real alternatives open, ground each in evidence, refute the winner, then log the call in `docs/decision_logs/`. That's what lets it **one-shot an app** and run unattended without going off the rails. The innovation isn't another spec pipeline — it's giving the agent **engineered judgment**: a way to make the calls a senior engineer would, on its own, and leave a trail you can audit. ([Jump to the full mode comparison →](#pick-your-claudemd-flavor)) --- ## Claude Code already has the engine. ATLAS helps you discover what to build. Claude Code now plans before it edits, works toward a goal across turns, runs autonomously with safety checks, and orchestrates fleets of subagents, natively, in the box: | Native capability | What it does | |---|---| | **Plan mode** | Reads the codebase and proposes a plan; touches no files until you approve | | **[`/goal`](https://code.claude.com/docs/en/goal)** | Keeps working across turns until a checked completion condition holds | | **[Auto mode](https://code.claude.com/docs/en/auto-mode-config)** | Approves its own safe tool calls, blocks destructive ones | | **[Dynamic workflows](https://code.claude.com/docs/en/workflows)** | Writes a script that fans out dozens of subagents and cross-checks their findings | > **Kick off a workflow** — describe the task and ask for a workflow in your own words, or include the keyword **`ultracode`**, and Claude writes one for it. Want it always-on? Set **`/effort ultracode`** and Claude plans a workflow for *every* substantive task in the session. ([How workflows work →](https://code.claude.com/docs/en/workflows)) That is the execution loop, and it keeps getting better. So ATLAS doesn't try to rebuild it. What Claude Code still won't do for you is decide *what's worth building*, prove the shape works before you spend tokens generating it, and leave behind a document you can actually trust. That part is on you. And that part is ATLAS. <sub>Auto mode and dynamic workflows are in research preview at the time of writing; plan mode and `/goal` are generally available.</sub> --- ## Why not another spec framework The popular answer to "make the AI build the r
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
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