Home / Skills / ai-memory-retrieval
ai-memory-retrieval
Use this skill for any request whose goal is read-only retrieval from ai-memory: project history, prior context, decisions, rules, gotchas, recent activity, full wiki pages, or status/briefing. Trigger by semantic intent rather than exact wording, including when ai-memory is not named.
Why this score
This repo hosts 10 skills, so its 11,309 stars are split between them (about 1,131 each) for scoring.
Popularity score: 79/100 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 20, 2026 at commit 11ab1003d9ef, 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 oneai-memory-retrieval akitaonrails/ai-memory · Skill | 79 | ★ 11k | ≈77 always | 16d ago |
| memory HKUDS/nanobot · Skill Both about memory and history | 89 | ★ 49k | ≈15 always | 16d ago |
| icon-retrieval antvis/chart-visualization-skills · Skill Both about retrieval | 60 | ★ 512 | ≈20 always | 1mo ago |
| memory-system kangarooking/system-prompt-skills · Skill Both about memory | 46 | ★ 213 | ≈34 always | 6mo ago |
| memory-continue basicmachines-co/basic-memory · Skill Both about memory and prior | 75 | ★ 4.3k | ≈53 always | 16d ago |
| mflow-memory FlowElement-xinliuyuansu/m_flow · Skill Both about memory | 73 | ★ 4.5k | ≈20 always | 2mo ago |