Single-pane visualization showing client traffic funneling through a gateway layer that fans out to backend services with per-hop…
EnglishStack per-series inputs into a GPU batch with per-series mean/std, predict in parallel, then denormalize back to each series' original scale.
EnglishSplit-lane visualization showing stable vs canary traffic flow with weighted percentage bands and promotion…
English[Tooling] Claude Code 스킬 표준 구조(SKILL.md + prompts/ + scripts/ + references/)를 자동 생성하는 스캐폴딩.
EnglishGenerate reference feature vectors from one canonical implementation, store as JSONL, and assert byte-for-byte equality from every other binding (Rust↔Python↔JS↔Go).
EnglishRegex patterns and approval flow for blocking agent-issued destructive shell commands.
EnglishAdd hosted OpenAI tools (WebSearchTool, FileSearchTool, CodeInterpreterTool) to an agent.
EnglishBuild native Python wheels with maturin (PyO3) embedding a Rust binary + ONNX Runtime static library, across manylinux, macOS universal2, and Windows MSVC.
EnglishTriage open PRs for a release in a dedicated git worktree, classify each into merge/candidate/supersede/defer, and work the loop end-to-end.
EnglishSplit large LLM code generation into lightweight idea call + per-item full code calls to maximize output per…
English
AGENT SKILLS ATLASIncludes API Gateway Pattern Visualization Pattern, Batch Predict Per Series Normalize Denormalize, Canary Release Visualization Pattern, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
API Gateway Pattern Visualization Pattern
Single-pane visualization showing client traffic funneling through a gateway layer that fans out to backend services with per-hop status
Batch Predict Per Series Normalize Denormalize
Stack per-series inputs into a GPU batch with per-series mean/std, predict in parallel, then denormalize back to each series' original scale.
Canary Release Visualization Pattern
Split-lane visualization showing stable vs canary traffic flow with weighted percentage bands and promotion gates
Claude Code Skill Scaffold
[Tooling] Claude Code 스킬 표준 구조(SKILL.md + prompts/ + scripts/ + references/)를 자동 생성하는 스캐폴딩.
Cross Binding Feature Extraction Parity Testing
Generate reference feature vectors from one canonical implementation, store as JSONL, and assert byte-for-byte equality from every other binding (Rust↔Python↔JS↔Go).
Hermes Dangerous Command Approval Patterns
Regex patterns and approval flow for blocking agent-issued destructive shell commands.
Hosted Tools Web Search
Add hosted OpenAI tools (WebSearchTool, FileSearchTool, CodeInterpreterTool) to an agent.
Maturin Cross Platform Python Wheel Build
Build native Python wheels with maturin (PyO3) embedding a Rust binary + ONNX Runtime static library, across manylinux, macOS universal2, and Windows MSVC.
Pre Release PR Triage Worktree
Triage open PRs for a release in a dedicated git worktree, classify each into merge/candidate/supersede/defer, and work the loop end-to-end.
Split LLM Codegen Into Idea Plus Per Item
Split large LLM code generation into lightweight idea call + per-item full code calls to maximize output per artifact
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the API Gateway Pattern Visualization Pattern skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.