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agent-v3-memory-specialist

Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist

37

1.77x
Quality

6%

Does it follow best practices?

Impact

85%

1.77x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./.agents/skills/agent-v3-memory-specialist/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

73%

20%

Unified Memory Search Module

HNSW indexing and query routing

Criteria
Without context
With context

HNSW dimensions

0%

100%

HNSW efConstruction

100%

100%

HNSW M parameter

100%

100%

HNSW maxElements

0%

100%

Semantic query routing

100%

100%

Structured query routing

50%

60%

Dual store write

100%

70%

IMemoryBackend interface

0%

0%

MemoryEntry embedding field

80%

100%

AgentDBAdapter usage

0%

0%

96%

34%

Agent Memory Migration

Legacy backend migration to AgentDB

Criteria
Without context
With context

SQLite field extraction

100%

100%

SQLite embedding generation

100%

100%

Markdown originalFile metadata

0%

100%

Markdown migrationDate metadata

0%

100%

Markdown type metadata

0%

100%

Markdown embedding generation

100%

100%

AgentDB as target

0%

100%

Phased migration plan

100%

100%

Backward compatibility

100%

100%

MemoryEntry structure

100%

50%

Order by created_at

100%

100%

87%

56%

Adaptive Learning Pattern Store

SONA pattern storage and benchmarking

Criteria
Without context
With context

sonaMode field present

0%

100%

Valid sonaMode values

0%

100%

reward metadata field

100%

100%

trajectory metadata field

0%

100%

adaptation_time metadata field

0%

100%

Semantic retrieval query type

0%

37%

Retrieval filter by type

0%

50%

Retrieval limit: 5

100%

100%

Benchmark 1000 queries

0%

100%

Benchmark queriesPerSecond

100%

100%

Benchmark avgLatency

50%

70%

Repository
ruvnet/claude-flow
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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