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memos-memory

Provide universal memory capabilities for different AI agents and development frameworks, unifying the capture, retrieval, and management of user, project, and task context.

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含まれるファイル(16)

  • SKILL.md10.8 KB
  • references/memos-add.md1.5 KB
  • references/memos-chat.md1.1 KB
  • references/memos-delete.md910 B
  • references/memos-extract.md1.1 KB
  • references/memos-get.md999 B
  • references/memos-kb-add-file.md1.3 KB
  • references/memos-kb-create.md905 B
  • references/memos-kb-delete-file.md1.2 KB
  • references/memos-kb-get-file.md952 B
  • references/memos-kb-list-file.md1.1 KB
  • references/memos-kb-remove.md781 B
  • references/memos-origin.md1.0 KB
  • references/memos-search.md3.2 KB
  • references/memos-uninstall.md1.8 KB
  • SKILL.native-hook.md3.0 KB

SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

MemOS Memory Protocol

Command selection rules:

  • if the user asks to uninstall, disable, remove, or stop using MemOS, use memos uninstall --agent <current_agent> --yes directly and do not run memos search or memos add for that turn; add --path only when the user also wants to remove the MemOS PATH entries from ~/.bash_profile and ~/.zshenv;
  • if the user wants to preview what would be stored, use memos extract directly;
  • at the start of a conversation, must use memos search directly with the user's original query;
  • at the end of a conversation, must use memos add directly with both the user's question and the assistant's final answer;
  • do not run memos search or memos add for intermediate states, including planning, partial progress, compact/resume, or continuation after context compaction;
  • if the user wants a memory-aware response from MemOS itself, use memos chat directly;
  • if the user already has a concrete memory id, use memos get, memos origin, or memos delete directly;
  • if the user wants to manage knowledge bases (create, delete, upload, query files), use the corresponding memos kb subcommand;
  • do not call memos --help by default when the intent already matches one of the commands below;
  • use memos --help only when the command name, parameters, or route are genuinely unclear;
  • do not use memos init as a discovery step when the CLI is already installed.

Identity rules:

  • always prefer the exact configured user_id value when a command is scoped by user;
  • if the user does not specify the user_id, omit the --user-id argument and use the user_id from the config file by default;

Hard mapping:

  • store a durable fact, preference, decision, or long-term task -> memos add
  • preview candidate memories before storing -> memos extract
  • retrieve context at conversation start -> memos search
  • ask MemOS to answer with memory context -> memos chat
  • fetch memories by user_id -> memos get
  • trace where one memory came from -> memos origin
  • remove one concrete memory by id -> memos delete
  • delete all memories for a user_id -> memos delete --user-id
  • uninstall MemOS integration from the current agent -> memos uninstall --agent <current_agent> --yes
  • create a knowledge base -> memos kb create
  • remove a knowledge base -> memos kb remove
  • upload documents to a knowledge base -> memos kb add-file
  • check file processing status in a knowledge base -> memos kb get-file
  • list files in a knowledge base -> memos kb list-file
  • delete files from a knowledge base -> memos kb delete-file

Use this skill when:

  • the task may depend on prior user, project, or conversation context;
  • the user provides a stable new fact, preference, or background detail;
  • you want to preview extracted memory candidates before storing them;
  • you need to inspect, list, delete, or trace the source of an existing memory record;
  • you need to create, remove, or manage a knowledge base and its documents.

Never store:

  • secrets, API keys, tokens, or passwords;
  • unverified guesses or speculative conclusions as user facts;
  • short-lived task state that will not matter in future sessions;
  • redundant paraphrases when one concise factual memory is enough.

Command examples:

  • memos add "<fact>" --user-id <USER_ID> --format json
  • memos extract "<message>" --user-id <USER_ID> --format json
  • memos search "<query>" --user-id <USER_ID> --format agent --detail simple
  • memos chat "<message>" --user-id <USER_ID> --format agent
  • memos get <USER_ID> --format json --detail detail
  • memos origin <MEMORY_ID> --format json
  • memos delete <MEMORY_ID> --format json
  • memos delete --user-id <USER_ID> --format json
  • memos uninstall --agent <CURRENT_AGENT> --yes
  • memos uninstall --agent <CURRENT_AGENT> --yes --path
  • memos kb create --name "<name>" --description "<desc>" --format json
  • memos kb remove <KB_ID> --format json
  • memos kb add-file --kb-id <KB_ID> --files '["https://example.com/doc.pdf"]' --format json
  • memos kb get-file --file-ids '["<FILE_ID>"]' --format json
  • memos kb list-file --kb-id <KB_ID> --page 1 --page-size 20 --format json
  • memos kb delete-file --kb-id <KB_ID> --file-ids '["<FILE_ID>"]' --format json

Choose commands by intent:

Process rules:

  • the default workflow is: search at conversation start, work and answer through intermediate states without additional search/add, then add at conversation end;
  • when you add at conversation end, must pass both the user's question and the assistant's final answer into memos add so the extractor can decide what is worth keeping;
  • must not skip add at conversation end just because the current turn does not obviously contain a durable fact;
  • per conversation, keep memory-tool usage bounded: at most 1 original-query search call at the start and at most 1 add call at the end;
  • do not chain additional memory tools in the same turn unless the user explicitly asks for that specific operation;
  • extract is only for previewing candidates, not for storing;
  • feedback is a separate command and should only be used when the user explicitly wants feedback storage;
  • do not start a memory-write request by checking config or running memos init;

Intent map:

  • preview what would be stored -> memos extract
  • retrieve context at conversation start -> memos search
  • store at conversation end -> memos add
  • get memories by user_id -> memos get
  • trace where a memory came from -> memos origin
  • delete one concrete memory -> memos delete
  • delete all memories for a user_id -> memos delete --user-id
  • ask MemOS to answer with memory context -> memos chat
  • uninstall MemOS integration from the current agent -> memos uninstall --agent <current_agent> --yes
  • create a knowledge base -> memos kb create
  • remove a knowledge base -> memos kb remove
  • upload documents to a knowledge base -> memos kb add-file
  • check file details or processing status -> memos kb get-file
  • list files in a knowledge base -> memos kb list-file
  • delete files from a knowledge base -> memos kb delete-file

Working rules:

  • must use the user's original query as the only query for memos search;
  • do not rewrite, summarize, keyword-compress, retry, or run an additional search query;
  • memos add uses a messages array payload; when adding at conversation end, include both the user's question and the assistant's answer in that array;
  • in the memos add payload, the user message content must exactly match the original user query;
  • in the memos add payload, the assistant message content must exactly match the final answer sent to the user; do not rewrite, summarize, compress, or modify it;
  • when --format is omitted, treat the default as agent;
  • append --format json at the end of the command whenever a later step needs exact memory_id or structured records;
  • append --format agent at the end of the command when the result will be injected back into model context;
  • keep --format at the end of every command line, and keep --detail at the end only for search and get;
  • do not run memos init as a default preflight step if MemOS CLI is already installed;
  • do not run memos search or memos add in a turn where the user is asking to uninstall, disable, remove, or stop using MemOS;
  • only run memos init --agent <current_agent> when the CLI is missing and the user has explicitly provided an API key or asked to initialize MemOS;
  • if initialization is needed but no API key is available, ask the user for the key instead of stopping the workflow;
  • the active agent should initialize itself with its own --agent value, not a hardcoded different agent name;
  • pass --user-id only when the user explicitly provides it; otherwise omit it and let the CLI use the config default;
  • read result counts from count and structured payloads from data;
  • if you already have memory_id, do not search first just to guess.

Examples:

memos add "User likes Python"
memos search "Python"
memos search "user preferences about restaurants" --user-id <USER_ID> --format agent --detail simple
memos extract "User likes coffee and prefers dark mode" --user-id <USER_ID> --format json
memos add "User is allergic to peanuts" --user-id <USER_ID> --format json
memos get <USER_ID> --format json --detail detail
memos origin <MEMORY_ID> --format json
memos delete <MEMORY_ID> --format json
memos uninstall --agent <CURRENT_AGENT> --yes
memos uninstall --agent <CURRENT_AGENT> --yes --path
memos kb create --name "Project docs" --description "Documentation for the project" --format json
memos kb add-file --kb-id <KB_ID> --files '["https://example.com/doc.pdf"]' --format json
memos kb list-file --kb-id <KB_ID> --type document --page 1 --page-size 10 --format json
memos kb get-file --file-ids '["file_abc123"]' --format json
memos kb delete-file --kb-id <KB_ID> --file-ids '["file_abc123"]' --format json
memos kb remove <KB_ID> --format json

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