Repository
zilliztech/memsearch agent skills
- skills
- 4
- GitHub stars
- 2.7k
GitHub description: “A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.”
- Stars
- 2,727 (266 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Feb 2026
- Homepage
- zilliztech.github.io/memsearch
- agent-memory
- claude-code
- claude-code-plugin
- memory
- openclaw
- rag
- agent
- embeddings
- milvus
- semantic-search
- hybrid-search
- long-term-memory
- opencode
- skills
- codex
- deepseek
Install all skills
npx skills add zilliztech/memsearchAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in zilliztech/memsearch, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Diagnose and configure MemSearch memory behavior. An agent skill from zilliztech/memsearch. | zilliztech/ | 2.7k | — | ~2.9k | Automated safety check: Pass | MIT | 14 days ago |
| 2 | Turn workflows from your MemSearch memory into reusable skills. | zilliztech/ | 2.7k | — | ~2k | Automated safety check: Pass | MIT | 14 days ago |
| 3 | Search and recall relevant memories from past sessions via memsearch. | zilliztech/ | 2.7k | — | ~1k | Automated safety check: Pass | MIT | 14 days ago |
| 4 | Search and recall relevant memories from past sessions via memsearch. | zilliztech/ | 2.7k | — | ~807 | Automated safety check: Pass | MIT | 14 days ago |
Questions, answered from the data.
What is the best skill in zilliztech/memsearch?
Memory Config from zilliztech/memsearch ranks first of the 4 skills in zilliztech/memsearch listed here, with the highest score: its repository has 2.7k GitHub stars, its SKILL.md loads about 2.9k tokens and it passes the automated safety check with no findings. Next come Memory To Skill and Memory Recall.
Are the skills in zilliztech/memsearch official?
None yet. All 4 skills in zilliztech/memsearch listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from zilliztech/memsearch?
Run npx skills add zilliztech/memsearch in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.