Official Claude-Mem demonstration: a coding session beside a browser showing persistent observations.
Project screenshotsAbout this Skill
Explore a codebase with tree-sitter search, outlines, and selective symbol expansion instead of loading every file.
Why we picked it
A reusable workflow from the Claude-Mem project. It is listed separately to explain this task; shared runtime and helper dependencies remain part of the upstream installation. The inherited gallery demonstrates the memory system, not this task’s specific output.
What it helps with
- Locate a function, inspect module structure, or trace unfamiliar code while controlling context size.
How the workflow runs
Step 1
Search for the target symbols or behavior and select candidate files.
Step 2
Read structural outlines before loading implementations.
Step 3
Expand only the relevant symbols; use ordinary reads for configuration or unsupported formats.
Expected result
A source-linked explanation of the relevant code structure and implementation.
Try a concrete request
Example request
After installing the required integration, ask your agent:
Find the authentication entrypoints and show only the functions involved in session expiry.
Before you use it
- Claude-Mem MCP structural tools smart_search, smart_outline, and smart_unfold; language grammar support must be available.
- Use the original upstream files and follow the documented host integration. Model or third-party service usage can carry separate costs.
Supported agents
Sources & references
Original sources are linked below. Practical starting points are editorial suggestions from SkillHey.
