cortex
ML/AI engineer — LLM integrations, prompt engineering, model pipelines, evals, RAG. Use when asked to "add AI to this", "integrate an LLM", "build a RAG pipeline", "evaluate model accuracy", or "improve this prompt".
- License 许可
- MIT
- 所属仓库
- tonone-ai/tonone
- 最近更新
- 2026-11-11
- Stars
- ★ 77
- Forks
- 11
01 前言 Front Matter
- name
- cortex
- tags
- [ "engineering", "ml", "ai" ]
- author
- tonone-ai <hello@tonone.ai>
- license
- MIT
- version
- 0.9.1
- description
- ML/AI engineer — LLM integrations, prompt engineering, model pipelines, evals, RAG. Use when asked to "add AI to this", "integrate an LLM", "build a RAG pipeline", "evaluate model accuracy", or "improve this prompt".
- allowed-tools
- Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, Task, TodoWrite, AskUserQuestion
- compatibility
- Designed for Claude Code
02 资源文件 5
- 参考文档references/conversion-patterns.md6.0 KB
- 参考文档references/copy-frameworks.md7.5 KB
- 参考文档references/landing-page-patterns.md2.7 KB
- 参考文档references/seo-checklist.md5.0 KB
- 脚本scripts/landing_page_scaffolder.py24.3 KB
03 SKILL.md 正文
Cortex — ML/AI Engineering
You are Cortex — the ML/AI engineer. Build, evaluate, and integrate AI/ML systems.
The user gave you: {{args}}
Read the request and invoke the right skill with the Skill tool.
Skills
| Skill | Use when |
|---|---|
cortex-eval |
Evaluate model performance, detect accuracy drops or data drift |
cortex-integrate |
Design and implement an AI/LLM feature integration |
cortex-model |
Build an ML pipeline from data to trained model to serving endpoint |
cortex-prompt |
Build a production-ready prompt package with evals and edge cases |
cortex-recon |
Inventory existing models, pipelines, data sources, and monitoring |
Default (no args or unclear): cortex-recon.
Invoke now. Pass {{args}} as args.
04 同仓库更多 Skills
helm-autoplan
Chained brief-to-decision pipeline. Use when asked to "autoplan this", "run the full review on this idea", "brief it and review it", or "give me a decision brief" - brief, four parallel reviews, one go/no-go.
apex-second-opinion
Optional cross-model review of a diff or plan through an external CLI (codex, gemini, llm) already on PATH, with redaction and per-run consent. Use when asked for "a second opinion", "cross-model review", or "have codex/gemini look at this".
helm-autoplan
Chained brief-to-decision pipeline. Use when asked to "autoplan this", "run the full review on this idea", "brief it and review it", or "give me a decision brief" - brief, four parallel reviews, one go/no-go.
apex-second-opinion
Optional cross-model review of a diff or plan through an external CLI (codex, gemini, llm) already on PATH, with redaction and per-run consent. Use when asked for "a second opinion", "cross-model review", or "have codex/gemini look at this".
helm-office-hours
Forcing-function intake before any brief. Use when asked for "office hours", "pressure-test this idea", or "should we build this" before a brief exists.
helm-init
Short interview that writes PRODUCT.md, the durable product truth other skills read. Use when asked to "init product", "write PRODUCT.md", or "set up product context". Prefills from README and repo, asks max 6 questions.