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Get Started Free →Use when an agent needs to recall, save, inspect, or audit memX memories through the bundled MCP tools.
.claude/skills/neoli00-memx/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-20 | ✓→✓ | ＝ Same ✓ | 40% | 0% |
| case-21 | ✓→✓ | ＝ Same ✓ | -43% | 0% |
| case-22 | ✓→✓ | ＝ Same ✓ | -23% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 12% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -5% | 0% |
Use memx_recall for focused memory lookup before relying on past project details. Use memx_remember only for durable, reusable facts, preferences, decisions, resources, and task state. Use memx_audit or memx_stats when debugging whether the memory pipeline is working.
Do not write raw conversation echoes as memory. Prefer concise semantic statements that will help future turns.
Other measured skills in the registry, with their headline benchmark lift.