neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
아직 감지된 업데이트가 없습니다. GitHub 릴리스가 나오면 여기에 보입니다.
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Safety nets for apps you build with an AI coding assistant.
Build Once is a free starter project (Apache-2.0). You copy it, build your app inside it, and it quietly stops the most common expensive mistakes people make when an AI assistant such as Claude Code is writing the code: deleting the wrong thing, pushing straight to the live site, leaking a password into git, or saying "done" when nothing was actually checked.
It goes with the course Building Real Apps with AI (coming soon), but you can use it on its own.README 전문 보기 ↗Safety nets for apps you build with an AI coding assistant.
Build Once is a free starter project (Apache-2.0). You copy it, build your app inside it, and it quietly stops the most common expensive mistakes people make when an AI assistant such as Claude Code is writing the code: deleting the wrong thing, pushing straight to the live site, leaking a password into git, or saying "done" when nothing was actually checked.
It goes with the course Building Real Apps with AI (coming soon), but you can use it on its own.
What it does not do. This kit blocks the most common mistakes. It does not make your app secure, and it does not replace a person reading the changes. Think of it like a seatbelt and a smoke alarm: it makes the usual accidents far less likely and much easier to spot. It cannot stop every accident.
| Part | What it does for you | Where it lives |
|---|---|---|
| Project template | A tidy starting layout, a secrets-safe .gitignore, an .env.example, and plain-English guides to how a real app fits together. | this repo, docs/architecture.md, docs/environments.md |
| Guards | Small checks that run before the AI assistant runs a command or edits a file, and block the dangerous ones (for example, touching production, or editing the guards themselves). | .claude/hooks/, .claude/guard/, docs/guards.md |
| CI (automatic checks) | Every pull request is checked by GitHub: the guards still work, the skills are valid, no secrets are in the history, and every workflow is locked down. One check, required, sums it all up. | .github/workflows/ci.yml |
| Prove-it skills | Instructions for the AI assistant that make it show real evidence (exact output and exit codes) before it says anything is finished. | .claude/skills/, docs/skills.md |
| Launch check | A checklist you run before real people use your app, which asks for evidence for each item instead of a tick. | scripts/launch-check.mjs, docs/launch-check.md |
| Vetting | A way to check an add-on tool or MCP server before you let the AI assistant use it. | scripts/vet-tool.mjs, docs/vetting.md |
| Handoff | A short summary of where things stand, so the next session (or the next person) starts from facts, not memory. | scripts/handoff.mjs, docs/handoff.md |
Rules for the AI assistant itself are in AGENTS.md (read by most coding agents) and CLAUDE.md (read by Claude Code).
You need a free GitHub account and Node.js 20 or newer. No other installs.
docs/guards.md: run the self-test (npm run guard:test), then ask the assistant to run the probe described there. You must see it get blocked. If it is not blocked, or you cannot tell, treat the guards as off and stop until you fix it.docs/environments.md. Protect your main branch with docs/protect-main.md.npm run launch:check. See docs/launch-check.md.Run every check at once with npm test.
| Kit part | Where the course teaches it |
|---|---|
| Project template | Book 1, Chapters 1–6 |
| Guards | Book 1, Chapters 7 and 9 · Book 3, Chapters 3 and 23 |
| CI (automatic checks) | Book 1, Chapter 10 · Book 2, Chapter 7 · Book 3, Chapter 11 |
| Prove-it skills | Book 1, Chapters 8 and 17 |
| Launch check | Book 1, Chapter 30 · Book 2, Chapter 2 |
| Vetting | Book 3, Chapter 3 |
| Handoff | Book 1, Lesson L5 · Book 2, Lesson L26 · Book 3, Chapter 25 |
Course: coming soon. Follow github.com/build-once for news.
Use as much of the kit as you are ready for. Each level adds to the one before.
.env files out of git.required check to go green.required a required check on main and test that a direct push is refused.required.Apache License 2.0 — see LICENSE and NOTICE. Third-party material policy: THIRD_PARTY_NOTICES.md. Report a security problem: SECURITY.md. Contribute: CONTRIBUTING.md.