memory-management

ruvnet/ruflo

SkillLoads cleanly

AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for…

Scores
out of 100 · grade A

2026-08-22

Works

40% of the score

86/100

References 2 files that are not in the repo: docs/hnsw.md, docs/memory-schema.md.

Maintained

25% of the score

100/100

no commits in the last 12 weeks

Adopted

20% of the score

60/100

1,170 installs on skills.sh.
68,707 stars on the source repo.

Documented

15% of the score

84/100

370 words with worked examples.
Ships 2 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add ruvnet/ruflo/memory-management

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
Missing files	It points at files that are not in the repository, so those steps will fail.

Files it references that are not in the repository

docs/hnsw.md
docs/memory-schema.md

What it says it does

AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, searching for similar solutions, semantic lookup of past work, learning from previous tasks, sharing knowledge between agents, building knowledge base. Skip when: no learning needed, ephemeral one-off tasks, external data sources available, read-only exploration.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-21.

Also in ruvnet/ruflo

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nested-queen-reviewerruvnet/ruflo	clean	Subagent	69k stars	today
nested-queenruvnet/ruflo	clean	Subagent	69k stars	today
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trading-strategistruvnet/ruflo	clean	Subagent	69k stars	today
trader-cloud-backtestruvnet/ruflo	clean	Skill	69k stars	today
vector-engineerruvnet/ruflo	clean	Subagent	69k stars	today

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