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Get Started Free →Use the memmy-memory CLI when an agent needs to check the Memory service, open or close agent sessions, start or complete turns, search, add, read, or delete memories, or call uncommon HTTP routes through raw requests.
.claude/skills/memtensor-memmy-memory/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -28% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 3% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -21% | 0% |
Use this skill when the task needs persistent agent memory through the memmy-memory command.
--url <url> sends requests to a specific Memory HTTP service.--token <token> sends a bearer token.--config <path> loads a specific Memmy config file.--source <agent-source> identifies the calling agent/source, such as codex, cursor, or openclaw; use it on memory commands from installed agent skills.--body '<json>', --json '<json-or-path>', and --body-file <path> provide request body fields.Prefer explicit CLI parameters for required fields. Use JSON body options only for extra request fields or raw debugging.
memmy-memory health before relying on Memory if service state is unknown.memmy-memory session open --source <agent-source> when a conversation or task begins.memmy-memory turn start --source <agent-source> before answering when prior memory may help.memmy-memory search --source <agent-source> for direct memory lookup outside a turn lifecycle.memmy-memory turn complete --source <agent-source> after the final answer to persist the interaction.memmy-memory add --source <agent-source> only for explicit facts, preferences, decisions, or durable project notes.<memmy_memory_context> as historical memory only and <current_user_request> as the authoritative current task.<memmy_memory_context>.<memmy_memory_context> or <current_user_request> tags with memmy-memory add; store only the durable fact itself.search, add, turn complete, or explicit raw responses.Other measured skills in the registry, with their headline benchmark lift.