←Leaderboard/Skill Creation/Memento-Skills
Last commit on August 12, 2026·Created on February 13, 2026

Memento-Teams/Memento-Skills

“A toolkit for managing filesystem operations and the lifecycle of AI skills”
Combined rank
#256
across all skills
In Skill Creation
#11
category rank
Stars
1.6k
+0.2% in last 7d
Forks
181
0.0% in last 7d
Watchers
12
0.0% in last 7d
Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
TL;DR

This collection provides foundational utilities for direct file manipulation and environment management. It enables the reading, writing, and searching of files while automating Python dependency installation via uv pip.

Beyond basic operations, the suite includes specialized tooling for the development of new AI skills. This allows for the creation, optimization, and performance benchmarking of skill descriptions to improve triggering accuracy.

WHO IT'S FOR
AI agent / automation builders
creating and optimizing custom agent skills
Platform / DevEx teams
benchmarking AI skill performance and accuracy
Backend / infrastructure engineers
automating filesystem and dependency management
AI agent power users
extending agent capabilities with web search
Repository contents

4 skill files

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill collection

Follow the documented setup, then try a first task.

Memento-S desktop app for Windows

Installs: Pre-built Memento-S desktop app, including its skill-centric runtime and built-in skill bundle · Memento-S

Before you start

Platform: Windows

  1. Download the Windows package from the linked Memento-S release page and install it using the platform installer. This is a manual GUI installation; no terminal is required.

README.md ↗ · Checked Oct 18, 2026

Give it something to do.

Suggested first task

Draft a small new skill

Uses skill-creator

  • Replace [goal] with the behavior or workflow the new skill should support.

Make sure skill-creator is installed in your agent before trying this task.

Use the skill-creator skill to help me create a skill for [goal]. First narrow down what it should do, then produce an initial draft and a few test prompts. Keep this first pass small and do not run large-scale evaluations.
Suggested first task

Extract information from a web page

Uses web-search

  • Replace [URL] with the page to fetch.
  • Replace [question] with the information to extract.
  • No Tavily API key is required for URL fetching.

Make sure web-search is installed in your agent before trying this task.

Use the web-search skill to fetch [URL] and extract the information relevant to [question]. Return a concise summary and identify the parts of the fetched content that support it. Use URL fetching only; do not perform a web search.
Suggested first task

Find matching content in local files

Uses filesystem

  • Replace [directory] with an absolute path or a path relative to the working directory.
  • Replace [text or filename pattern] with the content or filename pattern to find.

Make sure filesystem is installed in your agent before trying this task.

Use the filesystem skill to search files under [directory] for [text or filename pattern]. List the matching paths and briefly summarize the matches without modifying any files.