GitHub organization
Agent skills by zilliztech
- skills
- 6
- repositories
- 2
Repositories by zilliztech
- memsearchA persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.2.7k stars · 4 skills
- mfsA context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.150 stars · 2 skills
Skills by zilliztech, 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 | 13 days ago |
| 2 | Turn workflows from your MemSearch memory into reusable skills. | zilliztech/ | 2.7k | — | ~2k | Automated safety check: Pass | MIT | 13 days ago |
| 3 | Search and recall relevant memories from past sessions via memsearch. | zilliztech/ | 2.7k | — | ~1k | Automated safety check: Pass | MIT | 13 days ago |
| 4 | 4.Mfs Find Search, grep, browse, and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases (postgres/mysql/mongo/snowflake/bigquery), issue trackers… | zilliztech/ | 150 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 5 | Search and recall relevant memories from past sessions via memsearch. | zilliztech/ | 2.7k | — | ~807 | Automated safety check: Pass | MIT | 13 days ago |
| 6 | Register, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery, github / jira / linear / notion / hubspot / zendesk, slack / discord /… | zilliztech/ | 150 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
Questions, answered from the data.
What is the best skill by zilliztech?
Memory Config from zilliztech/memsearch ranks first of the 6 skills by zilliztech 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 zilliztech's skills official?
None yet. All 6 skills by zilliztech listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
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.