how-it-works

Capture project observations and inject relevant memory into future prompts.

Updated Jun 19, 2026

Search Tags:#summarization #context #injection #memory #session #observations #claude-mem

Ready to run

npx skills add https://github.com/Intelligent-Resourcing-Team-Environment/claude-memory --skill how-it-works-intelligent-resourcing-team-environment

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: how-it-works
Source: https://github.com/Intelligent-Resourcing-Team-Environment/claude-memory/tree/main/plugin/skills/how-it-works
Command: npx skills add https://github.com/Intelligent-Resourcing-Team-Environment/claude-memory --skill how-it-works-intelligent-resourcing-team-environment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

claude-mem captures every Read, Edit, and Bash to create compressed observations, then summarizes and injects relevant context into subsequent prompts, reducing repetitive explanations and codebase re-discovery.

Core Features & Use Cases

Automated observation capture for project activity and interactions.
Auto-injection of relevant past context into new sessions to bootstrap conversations.
Optional front-loading of memory across a repository using /learn-codebase.
Local data remains on the machine under ~/.claude-mem with explicit uninstall cleanup.

Quick Start

Ask claude-mem to summarize the latest session and inject context for the next interaction.

Frequently Asked Questions about how-it-works

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How does context injection work for multi-session coding projects?▼

Context injection works by capturing observations from project activity like Read, Edit, and Bash actions, then summarizing and injecting relevant past context into subsequent prompts to reduce repetitive explanations and codebase re-discovery.

What is the best way to carry session memory forward across new coding sessions?▼

Session memory is carried forward by automatically capturing compressed observations of every interaction and auto-injecting relevant past context into new sessions, effectively bootstrapping conversations without manual recall of prior work.

How do I front-load memory across an entire repository before starting a session?▼

You can front-load memory across a repository using the /learn-codebase command, which pre-processes the codebase to build an initial observation set that provides immediate context for subsequent interactions.

Where does captured session observation data get stored locally?▼

Captured observation data remains entirely on your local machine under the ~/.claude-mem directory, with explicit uninstall cleanup safeguards that prevent data leakage and ensure no information persists after removal.

Why do I need summarized context for multi-session development work?▼

Summarized context is needed for multi-session development because subsequent sessions benefit from selective recall of prior work, eliminating the need to repeatedly explain codebase structures or re-discover previous progress.

Does claude-mem work without external dependencies or cloud storage?▼

claude-mem operates without external dependencies or cloud storage, keeping all observation data local under ~/.claude-mem and providing explicit uninstall cleanup to prevent data leakage outside your environment.