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cccskills
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how-it-works

Understand how claude-mem turns Claude's actions into compact notes and adds relevant memories to later prompts. Learn when this starts, where local data is stored, and which external services receive information.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".

查看安装方法

适用场景

  • Understand how claude-mem records actions
  • Check when memories start appearing in prompts
  • Find where memory data and settings are stored
  • Understand what information leaves the machine

包含的文件(2)

  • SKILL.md1.3 KB
  • onboarding-explainer.md1.2 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

How claude-mem works

What it does

Every Read, Edit, and Bash that Claude makes turns into a compressed observation. Observations get summarized at session end. Relevant ones get auto-injected into future prompts so the next session starts with context from the last one — no re-explaining the codebase, no re-discovering decisions.

When it kicks in

Memory injection starts on your second session in a project.

The first session in a fresh project seeds memory; subsequent sessions receive auto-injected context for relevant past work. Run /learn-codebase if you want to front-load the entire repo into memory in a single pass (~5 minutes, optional).

Where data lives

Everything stays in ~/.claude-mem on this machine.

Nothing leaves your machine except calls to whichever AI provider you configured for compression (Claude / OpenRouter / Gemini). Local installs contact cmem.ai once, at signup, to create the sign-in link; nothing else is sent to cmem.ai. The SQLite database, vector index, logs, and settings all live under that directory and are removed cleanly on npx claude-mem uninstall.

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Turn agent activity and transcript token counts into a cost report organized around completed outcomes. Separate estimates from measured spending, examine waste and rework, and export readable HTML with supporting JSON, CSV, and evidence.

中文简介正在准备中。当前显示英语简介。

  • Reviewing weekly agent spending and completed work
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thedotmack/claude-mem10.2万2026年10月19日 更新

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Monitor a pull request through reviews and automated checks, verify reported issues against the code, and make focused fixes. Repeat testing and review checks until actionable comments and unresolved threads are cleared and the request is ready to merge.

中文简介正在准备中。当前显示英语简介。

  • Monitoring a pull request while automated checks run
  • Verifying and fixing review comments
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thedotmack/claude-mem10.2万2026年10月19日 更新

Delegate a coding task to a subagent that runs build, merges the ready pull request, and continues from the updated main branch into release, connecting implementation and release work in one automated sequence.

中文简介正在准备中。当前显示英语简介。

  • Delegating a coding task through release
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thedotmack/claude-mem10.2万2026年10月19日 更新

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Check a local claude-mem worker, refresh viewer-specific caches of important observations, and exclude or restore records without deleting history. Inspect rules across shared, project, and agent layers, then append conflicts to a report.

中文简介正在准备中。当前显示英语简介。

  • Checking worker health and refreshing important observations
  • Excluding cached records while preserving source history
  • Restoring previously excluded observations to a cache
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Monitor a shipped release by checking published packages, live services, installed plugins, and late CI results or user reports. Verify regressions, prepare authorized fixes, and report release health with evidence and any remaining verification gaps.

中文简介正在准备中。当前显示英语简介。

  • Checking package contents after publication
  • Verifying changed user flows in production
  • Confirming installed plugins use the shipped version
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Set up claude-mem in Cursor with a local or remote worker, the process that runs its work. Follow configuration steps for remote inference through cmem.ai or a local observer using the host's login.

中文简介正在准备中。当前显示英语简介。

  • Installing claude-mem with a local worker in Cursor
  • Connecting Cursor to a remote claude-mem worker
  • Configuring host-login or cmem.ai inference
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