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Agent Orchestration
Skill

/nano-memory

Guidelines and workflows for the agent to maintain persistent memory using native file tools (read_file, write_file, edit_file) and standard OS commands for searching.

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agentscope-ai-skills
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$ npx -y skills add agentscope-ai/skills --skill nano-memory --agent claude-code

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How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/nano-memory

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Guidelines and workflows for the agent to maintain persistent memory using native file tools (read_file, write_file, edit_file) and standard OS commands for searching.

SKILL.md

nano-memory.SKILL.md
name: nano-memory
version: 1.0.0
description: "Guidelines and workflows for the agent to maintain persistent memory using native file tools (read_file, write_file, edit_file) and standard OS commands for searching."

🧠 Memory Architecture

Each session is stateless. Your memory lives entirely within the local file system. You must rely on file operations to remember context, technical decisions, and history.

Core Memory Files

  • **`memory/YYYY-MM-DD.md` (Daily Logs):** Raw, chronological logs of what happened. Use this for daily tasks, scratchpad thinking, and immediate context.
  • **`MEMORY.md` (Long-Term Memory):** Your curated, distilled knowledge base. Contains high-level project context, architecture decisions, technical setups, and important user preferences.

🛠️ Core Memory Operations

You have access to native file tools and standard OS commands. Use them strictly in these patterns to avoid data loss or hallucinations:

1. 🔍 Search (OS-Specific Commands)

  • **When to use:** ALWAYS use this before answering questions about past work, decisions, or dates to find where information is stored.
  • **Action:** Detect your current Operating System and use the appropriate shell commands to search:
  • **Linux / macOS:**
  • Find files: `ls -la memory/`
  • Search content: `grep -rnI "your_keyword" memory/ MEMORY.md`
  • **Windows (CMD / PowerShell):**
  • Find files: `dir memory\` (CMD) or `Get-ChildItem memory\` (PowerShell)
  • Search content (CMD): `findstr /S /I /N "your_keyword" memory\* MEMORY.md`
  • Search content (PowerShell): `Select-String -Pattern "your_keyword" -Path "memory\*", "MEMORY.md"`

2. 📖 Read (Native `read_file`)

  • **When to use:** After a successful search to get full context, OR **crucially**, before using the `edit_file` tool.
  • **Action:** Use your native `read_file` tool to load the exact state of a file. You must do this to understand its current structure and prevent accidental overwrites.

3. ✍️ Write (Native `write_file`)

  • **When to use:** When creating new daily logs or saving entirely new files.
  • **Action:** Use your native `write_file` tool to save content. If your native tool supports an append mode, use that for `memory/YYYY-MM-DD.md`. Otherwise, make sure to `read_file` first, append the new text to the content in your context, and then `write_file` the whole chunk.

4. 📝 Edit (Native `edit_file`)

  • **When to use:** When updating specific sections of `MEMORY.md`.
  • **CRITICAL RULE:** NEVER guess the content. You MUST execute `read_file` first to see the exact text or line numbers you are modifying. Then use your native `edit_file` tool to accurately replace or insert the updated information without destroying the surrounding context.

🎯 Proactive Recording - No "Mental Notes"!

  • **Memory is limited:** "Mental notes" do not survive session restarts. If it is not written to a file, it does not exist.
  • **Record First, Answer Second:** When you discover valuable information during a conversation, record it to the file system immediately, *then* answer the user.
  • **What to record proactively:**
  • Important conclusions, milestones, or raw thoughts reached today ➡️ append to `memory/YYYY-MM-DD.md`.
  • Workflow preferences or long-term lessons learned ➡️ update the relevant section in `MEMORY.md` using `edit_file`.
  • **Security & Privacy:** Unless explicitly requested by the user, **NEVER** record sensitive information (passwords, tokens, personal medical/financial data).

🔄 Memory Workflows (SOP)

Workflow A: Retrieving Memory

1. **Trigger:** User asks about past context. 2. **Search:** Run the appropriate search command for your OS (e.g., `grep` or `findstr`) to locate the keyword in `memory/` or `MEMORY.md`. 3. **Read:** Run the native `read_file` tool on the specific file found in step 2. 4. **Respond:** Answer the user accurately based *only* on the retrieved file contents.

Workflow B: Updating Long-Term Knowledge

1. **Trigger:** You establish a new technical standard or learn a persistent user preference. 2. **Read:** Run the native `read_file` tool on `MEMORY.md` to review its current structure and locate the target section. 3. **Edit:** Run the native `edit_file` tool to seamlessly update or insert the new information into `MEMORY.md`. 4. **Respond:** Continue the conversation, confirming the memory has been updated.

🧹 Memory Maintenance (During Heartbeats / Idle)

Periodically act like a human reviewing their journal: 1. Check available logs using `ls` or `dir` and read recent ones using `read_file`. 2. Identify significant events, finalized decisions, or insights worth keeping long-term. 3. Update `MEMORY.md` with these distilled learnings using `edit_file`. 4. (Optional) Clear outdated info from `MEMORY.md` to keep your context clean.

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