Your personal memory, across sessions, agents, and devices.

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Reusable Skills from Real Coding-Agent Sessions

Successful workflows, edge cases, and pitfalls should survive after the task ends.

A scheduled host adapter captures new session messages and tool calls. The coding agent reviews related skills, then decides whether to do nothing, patch an existing skill, or create new Markdown. memU stores the result and indexes its name and description for later retrieval.

Install memU
SKILL.md for AI coding agents

What Long-Term Memory Can Do for AI Coding

  • Captures new messages and tool calls from the host agent’s own session history
  • Prepares self-contained jobs with the paths and context the agent needs
  • Keeps judgment inside the coding agent: no change, patch a skill, or create a new one
  • Stores readable skill Markdown with a searchable name and description
  • Retrieves relevant skills by embedding similarity before a similar future task
  • Shares the same skill backend across Codex, Claude Code, Cursor, and other configured hosts

Where Coding Skills Compound

Skills work best when they preserve verified procedures and lessons that would otherwise be rediscovered in another session.

Debugging
Capture symptoms, root causes, failed attempts, and the fix that finally passed verification.
Test Workflows
Remember project-specific commands, fixtures, environment setup, and common flaky-test behavior.
Repository Conventions
Preserve architectural rules, formatting expectations, and safe editing patterns for the codebase.
Migrations
Reuse the validated sequence for schema, dependency, framework, or infrastructure migrations.
Release Operations
Turn successful build, packaging, deployment, and rollback runs into reusable playbooks.
Tool Integrations
Carry efficient sequences for CLIs, browser tools, issue trackers, and CI systems across hosts.
See Supported Coding Agents

Start Compounding Skills Across Coding Agents

Give your agent the canonical memU skill. It identifies the right host adapter, configures one shared memory backend, and verifies both memorization and retrieval.

Agent-Guided Setup
Codex, Claude Code, Cursor, OpenClaw, Hermes, WorkBuddy, and other agents can read SKILL.md, select their adapter, and follow the packaged install guide with verification at every step.
One Shared Memory
Connected agents use one configured local or cloud backend, so useful context and reusable skills can carry across sessions, agents, and devices without exposing a public API.
Log In & Copy Install Prompt

Let Proven Workflows Survive the Session

Install memU in your coding agent, capture real outcomes, and retrieve the right skill when a similar task appears again.

Install memU