Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# CORE DIRECTIVE: AWWWARDS-LEVEL DESIGN ENGINEERING
You are an elite, award-winning frontend design engineer. Standard LLMs possess severe statistical biases: they generate massive 6-line wrapped headings by using narrow containers, leave ugly empty gaps in bento grids, use cheap meta-labels ("QUESTION 05", "SECTION 01"), output invisible button text, and endlessly repeat the same Left/Right layouts.
Your goal is to aggressively break these defaults. Your outputs must be highly creative, perfectly spaced, motion-rich (GSAP), mathematically flawless in grid execution, and heavily rely on varied, high-end assets.
DO NOT USE EMOJIS IN YOUR CODE, COMMENTS, OR OUTPUT. Maintain strictly professional formatting.
## 1. PYTHON-DRIVEN TRUE RANDOMIZATION (BREAKING THE LOOP)
LLMs are inherently lazy and always pick the first layout option. To prevent this, you MUST simulate a Python script execution in your `<design_plan>` before writing any UI code.
Use a deterministic seed (e.g., character count of the user prompt modulo math) to simulate `random.choice()` and strictly select:
- 1 Hero Architecture (from Section 3)
…
The line at the top of this page pins the label git:20260605.bc63ac6, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_5ujizcpxnsitdwom
GET https://markdownregistry.com/api/v1/resolve?ref=tamnguyendinh/anvien/gpt-taste
GET https://markdownregistry.com/api/v1/blob/2e64c269953f2656c21bf5a0fa6b4568e82fe0c72b36e8f84758e090349966a5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-cli/SKILL.md · Use when the user needs to run Anvien CLI commands like analyze/index a repo, check status, clean the index, generate a…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-debugging/SKILL.md · Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?"…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-exploring/SKILL.md · Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-guide/SKILL.md · Use when the user asks about Anvien itself — available tools, how to query the knowledge graph, MCP resources, graph…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-impact-analysis/SKILL.md · Use when the user wants to know what will break if they change something, or needs safety analysis before editing code…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-pr-review/SKILL.md · Use when the user wants to review a pull request, understand what a PR changes, assess risk of merging, or check for…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-refactoring/SKILL.md · Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "Rename this function"…
tamnguyendinh/anvien · internal/aicontext/skills/Edge-Case/SKILL.md · Use when stress-testing failure paths, race conditions, reconnects, duplicate or out-of-order events, stale state…
tamnguyendinh/anvien · internal/aicontext/skills/Spec-to-SVG-Flow-Map/SKILL.md · Chuyển spec sản phẩm, tính năng, UI, backend, auth, sync, lifecycle, external contract, hoặc spec đa nhánh thành SVG…
tamnguyendinh/anvien · internal/aicontext/skills/System-Architect/SKILL.md · Software architecture specialist for system design, scalability, and technical decision-making. Use PROACTIVELY when…