cwinvestments/memstack

Structured skill framework for Claude Code. 130 skills, persistent memory, TokenStack compression, localhost dashboard with 3-agent runner, real-time streaming, MCP tools.

What it solves

MemStack is a structured skill framework designed for Claude Code, providing a library of 131 professional skills (87 free and 44 Pro) that automate complex tasks across deployment, security, database management, content, and marketing. It prevents "context bloat" by loading only the specific skill needed for a given task on demand.

How it works

MemStack consists of two main components: a set of skills installed via the Claude Code plugin marketplace and an MCP (Model Context Protocol) skill loader engine installed via PyPI. The engine reads skill files from the marketplace plugin and serves them to Claude Code. Pro-exclusive skills are license-gated and downloaded from a remote server to the local machine upon activation of a license key.

Who it’s for

Developers and engineers using Claude Code who want to extend the AI's capabilities with specialized, pre-defined protocols for professional software development workflows.

Highlights

  • Extensive Skill Library: 131 total skills covering core development, security auditing (OWASP Top 10, RLS), and deployment (Railway, Netlify, Hetzner).
  • Context Management: Uses TokenStack™ for context compression and an on-demand loading system to minimize token usage.
  • Persistent Memory: Includes SQLite-backed persistent memory with semantic vector search to recall information from past sessions.
  • Agentic Guardrails: Provides tools like the governor-pro skill to enforce discipline and prevent infinite loops or sycophancy in agentic coding.
  • Integrated Tooling: Features TTS voice notifications for task status and deterministic hooks for commit safety and secret scanning.

Related

  • Project
    Jeffallan/claude-skills

    A plugin for Claude Code providing 67 specialized developer skills and structured workflows to automate full-stack engineering tasks.

  • Project
    glebis/claude-skills

    A library of ~100 specialized skills for Claude Code that automate complex workflows across research, development, meeting analysis, and personal analytics.

  • Project
    SnailSploit/Claude-Red

    A library of structured skill files that prime Claude to act as an expert red team operator across various offensive security domains.

  • Project
    tokenbender/agent-guides

    A collection of field guides and production skills for Claude Code to implement advanced agentic workflows, orchestration patterns, and deterministic guardrails.

  • Project
    mhattingpete/claude-skills-marketplace

    A curated marketplace of plugins, skills, and agents for Claude Code that automates software engineering workflows and provides a local execution runtime for token-efficient bulk operations.