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AgentDB Performance Optimization

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

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SKILL.md
Quality
Evals
Security

Quality

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

name_field

Must contain only lowercase letters, numbers, and hyphens

Fail

skill_md_line_count

SKILL.md is long (510 lines); consider splitting into references/ and linking

Warning

Total

14

/

16

Failed

Repository
ruvnet/claude-flow
Reviewed

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