kai-cli 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.
Search
On-demand retrieval from KNOWLEDGE and CAPABILITIES memory files via ripgrep search with ranked results.
Search by kai-cli · fe7c82a
npx skillmds@latest add kai-cli/search File contents
---name: searchdescription: On-demand retrieval from KNOWLEDGE and CAPABILITIES memory files via ripgrep search with ranked results.---# Memory SearchSearches MEMORY/KNOWLEDGE/ and MEMORY/CAPABILITIES/ for relevant information that wasn't injected at session start. Returns ranked excerpts within a token budget.## When TriggeredExecute the workflow in `Workflows/SearchMemory.md`.
kai-cli/kai/tree/main/skills/PAI/Search commit fe7c82ae0e
Frequently asked questions
Run npx skillmds@latest add kai-cli/search in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
On-demand retrieval from KNOWLEDGE and CAPABILITIES memory files via ripgrep search with ranked results. It is listed under Coding & Dev Tools on SkillMD.
This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
kai-cli (@kai-cli) published this skill. Their other Agent Skills are listed on their SkillMD profile.