# Search

> On-demand retrieval from KNOWLEDGE and CAPABILITIES memory files via ripgrep search with ranked results.

- Skill: `kai-cli/search` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add kai-cli/search`
- Raw SKILL.md: https://api.skillmd.com/api/skills/kai-cli/search/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: kai-cli (https://skillmd.com/u/kai-cli)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/kai-cli/search

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# Memory Search

Searches MEMORY/KNOWLEDGE/ and MEMORY/CAPABILITIES/ for relevant information that wasn't injected at session start. Returns ranked excerpts within a token budget.

## When Triggered

Execute the workflow in `Workflows/SearchMemory.md`.