菜单
Design or review a ChromaDB-backed RAG workflow. Use when: creating collections, choosing embedding functions, chunking documents, writing retrievers. Do not use: for general LLM integration, non-RAG patterns.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Create or revise coding-assistant skills that match this repository's structure and conventions. Use when: writing, renaming, or reviewing a skill. Do not use: for general writing or non-skill documentation.
Set up an Android CI/CD pipeline with lint, static analysis, unit tests, dependency review, and build verification. Use when: creating CI for Android, adding Gradle checks. Do not use: for local development setup, non-CI automation.
Run a disciplined bugfix loop with reproduction, hypotheses, regression test, fix, and cleanup. Use when: fixing bugs, debugging regressions, investigating failures. Do not use: for feature implementation, refactoring.
Create, review, or debug a CI/CD workflow. Use when: editing GitHub Actions, fixing CI failures, adding release/deploy automation. Do not use: for general DevOps, infrastructure as code.
Structured code review workflow ensuring context and clarity. Use when: implementation complete, tests verified, before merge request. Do not use: during active implementation, before verification checklist, or for design reviews.
Structure consequential decisions with explicit trade-offs. Use when choosing architecture, tools, or strategy. Do not use for obvious fixes or time-critical emergencies.
| name | chromadb-rag-workflow |
| description | Design or review a ChromaDB-backed RAG workflow. Use when: creating collections, choosing embedding functions, chunking documents, writing retrievers. Do not use: for general LLM integration, non-RAG patterns. |
Build Chroma-backed retrieval with stable collections, metadata, and evaluation.
PersistentClient or HttpClient based on deployment shape.