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Memory Management Skill — measured AI agent skill | DecimalAI

ruvnet/memory-management

SkillScore86Maintained

AgentDB memory system with HNSW vector search. Use when: need to store patterns, search for solutions, semantic lookup. Skip when: no learning needed, ephemeral tasks.

by ruvnet

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

decimalai skills pull ruvnet-memory-management

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/ruvnet-memory-management/SKILL.md

Raw file: /s/ruvnet-memory-management/SKILL.md ↗ · machine-readable summary at /s/ruvnet-memory-management.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 33h ago

—-59% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	56%	0%
case-03	✗→✓	▲ Improved	-76%	0%
case-07	✗→✓	▲ Improved	-66%	0%
case-08	✗→✓	▲ Improved	-41%	0%
case-09	✗→✓	▲ Improved	-76%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

ruvnet / ruflo

v3/@claude-flow/codex/.agents/skills/memory-management/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

Memory Management Skill

Purpose

AgentDB memory system with HNSW vector search.

When to Trigger

need to store patterns
search for solutions
semantic lookup

When to Skip

no learning needed
ephemeral tasks

Commands

Store Data

Store a pattern in memory

bash
npx @claude-flow/cli memory store --key "key" --value "value" --namespace patterns

Search Data

Semantic search in memory

bash
npx @claude-flow/cli memory search --query "search terms" --limit 10

Best Practices

Check memory for existing patterns before starting
Use hierarchical topology for coordination
Store successful patterns after completion
Document any new learnings

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