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memory-to-skill
zilliztech/memsearchSkill
Turn workflows from your MemSearch memory into reusable skills. Use when the user asks to make/create/extract/distill a skill from what they just did or from past work, review skill candidates, install a distilled skill, or 'turn this into a skill'. Manages MemSearch procedural-memory candidates under .memsearch/skill-candidates/, not the host agent's own skills system.
Why this score
This repo hosts 10 skills, so its 2,762 stars are split between them (about 276 each) for scoring.
Popularity score: 73/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 2e6412492013, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onememory-to-skill zilliztech/memsearch · Skill | 73 | ★ 2.8k | ≈97 always | 16d ago |
| memory-system kangarooking/system-prompt-skills · Skill Both about memory | 46 | ★ 213 | ≈34 always | 6mo ago |
| mflow-memory FlowElement-xinliuyuansu/m_flow · Skill Both about memory | 73 | ★ 4.5k | ≈20 always | 2mo ago |
| beacon-memory-distill Asymptote-Labs/agent-beacon · Skill Same job: recruiting & job search | 71 | ★ 1.8k | ≈127 always | 16d ago |
| memos-memory-guide MemTensor/MemOS · Skill Both about memory and mem | 83 | ★ 12k | ≈155 always | 18d ago |
| Synap Memory maximem-ai/maximem_synap_sdk · MCP server Both about memory | 59 | ★ 78 | not measured | today |