ace-search
✓Use when the task is read-only codebase discovery/search (查找/搜索/定位): find files, functions, classes, call sites, tests, or "where is X implemented" questions; prefer Augment Context Engine MCP (augment-context-engine) codebase retrieval over grep/rg.
Installation
SKILL.md
Use Augment Context Engine (ACE) semantic retrieval to quickly locate where things live in a codebase and explain how code is organized, without making edits.
Core principle: search semantically first; cite concrete file paths + symbols; iterate queries; stay read-only.
| “Where is X implemented?” / “How does X work?” | Use mcpaugment-context-enginecodebase-retrieval | | “Show me every occurrence of this exact string” | Use rg/grep (exact match) | | “Find definition/constructor of Foo” (exact symbol) | Use mcpaugment-context-enginecodebase-retrieval first; use rg only if you truly need exact-match enumeration |
Use when the task is read-only codebase discovery/search (查找/搜索/定位): find files, functions, classes, call sites, tests, or "where is X implemented" questions; prefer Augment Context Engine MCP (augment-context-engine) codebase retrieval over grep/rg. Source: pandaddkai/panda-skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/pandaddkai/panda-skills --skill ace-search- Source
- pandaddkai/panda-skills
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is ace-search?
Use when the task is read-only codebase discovery/search (查找/搜索/定位): find files, functions, classes, call sites, tests, or "where is X implemented" questions; prefer Augment Context Engine MCP (augment-context-engine) codebase retrieval over grep/rg. Source: pandaddkai/panda-skills.
How do I install ace-search?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/pandaddkai/panda-skills --skill ace-search Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/pandaddkai/panda-skills
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01