memstack-skills
Provides tools for container optimization with Dockerfile and docker-compose.
Enables creation of social media ad copy for Facebook/Meta platforms.
Supports session logging with git integration and git worktrees for parallel work.
Integrates with GitHub Actions for CI/CD pipelines and other GitHub workflows.
Automation of build, test, and deployment pipelines using GitHub Actions.
Provides tools for Google Ads keyword groups, headlines, and Google Business Profile optimization.
Facilitates VPS provisioning, hardening, and deployment on Hetzner.
Assists with iOS App Store deployment and conventions.
Enables ad copy creation for Meta platforms (Facebook/Instagram).
Supports deployment of static sites and serverless functions to Netlify.
Provides conventions and best practices for Next.js development.
Conducts comprehensive web security reviews against OWASP Top 10.
Offers database architecture design with Supabase/Postgres, including table structures and RLS.
Enables application deployment to Railway with environment variables and domains.
Verifies and enforces Row Level Security policies on Supabase.
Generates scripts for TikTok videos with hooks and visual cues.
Generates scripts for YouTube videos with hooks, chapters, and CTAs.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@memstack-skillsdeploy this project to Railway"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MemStack™
The structured skill framework for Claude Code — 127 professional skills for deployment, security, databases, content, marketing, and more.
Skills activate automatically when you need them. Say "deploy this to Railway" and the right skill loads on demand.
Install
Install from PyPI:
pip install memstack-skill-loaderRegister the MCP server:
claude mcp add --scope user memstack-skills -- python -m memstack_skill_loaderRestart Claude Code, then type
list skillsto verify.
See GETTING-STARTED.md for detailed setup or troubleshooting.
Tier Structure
Tier | Skills | Access |
Free | 84 skills | Included with MemStack™ base |
Pro | 127 total (84 free + 43 Pro-exclusive) | Requires Pro Skill Loader (memstack.pro) |
Architecture note: Pro skills are included in the repository but access is gated by the MCP Skill Loader's license check. Free users see free skills only; Pro license holders unlock the full catalog. This design enables a single codebase with no separate repos or branches for Pro content.
Pro-exclusive skills (43): consolidate, context-db, api-docs, branching, multi-agent, codebase-index, doc-index, diagram-generator, browser-use, session-restore, drift-detection, mcp-builder, claude-api-helper, test-generator, log-analyzer, performance-profiler, dependency-auditor, git-worktrees, error-handler, web-scraper, advanced-security, env-manager-pro, hooks-integration, developer-growth-analysis, meeting-insights-analyzer, gtm-validator, rag-builder, model-router, video-pipeline, governor-pro, config-audit, burn, frontend-design, us-privacy-compliance, ios-app-store, database-architect, database-migration, api-load-tester, social-media, council, checkpoint, nextjs-conventions, python-conventions — these require an active Pro license.
New skill rule: All newly added skills default to Pro-exclusive. After 90 days, they drop to the free tier unless marked permanent-Pro.
Unlock Pro Skills
Install the Pro Skill Loader:
pip install memstack-skill-loaderRegister the MCP server:
claude mcp add --scope user memstack-skills -- python -m memstack_skill_loaderRestart Claude Code, then ask Claude to run:
activate_license(key="your-key", email="you@example.com")
Pro skills download automatically. Your key is saved permanently — no environment variables needed.
Alternative: You can also set
MEMSTACK_PRO_LICENSE_KEYas an environment variable instead of usingactivate_license. Usesetxon Windows or add to~/.bashrcon Mac/Linux, then restart your terminal and Claude Code.
Free Base (Included)
Everything from MemStack free:
SQLite-backed persistent memory with semantic vector search
Deterministic hooks (commit safety, build verification, secret scanning)
17 core skills (Echo, Diary, Work, Forge, Scan, Governor, etc.)
TTS voice notifications (task complete, needs attention, error alerts)
TokenStack™ context compression
Always-on rules and slash commands
Related MCP server: MCP Software Engineer
All Skills (127 total — 84 free + 43 Pro-exclusive)
All 127 skills are fully implemented with complete protocols, context guards, activation messages, and level history. Skills load on-demand via the MCP catalog system — only the skill matching your current task is loaded, preventing context bloat. 43 Pro-exclusive skills require an active license key. Get a key at memstack.pro.
Core (20 skills)
Skill | Description |
| Session logging with git integration and SQLite storage |
| Past session recall via semantic vector search + SQLite |
| Task planning and todo list management |
| Load and update project context at session start |
| Save project state and handoff context |
| Verification before committing completed work |
| Project maturity assessment and complexity budgeting |
| Update project context files after significant changes |
| TokenStack™ proxy status and token savings |
| Full 3-layer token stack: TokenStack™ + RTK + Serena |
| Make AI-generated text sound natural |
| Create new MemStack™ skills |
| Dispatch work across parallel CC sessions |
| Codebase complexity analysis and project estimation |
| Generate client-facing price quotations |
| Split and manage files over 1000 lines |
| Visual diagrams and architecture overviews |
| Weekly cross-project summaries and pattern detection |
| SQLite-backed facts database — query project knowledge instead of full CLAUDE.md |
| Fetch current API docs via Context Hub before writing API code |
Security (7 skills)
Skill | Description |
| Supabase Row Level Security policy verification |
| RLS enforcement on new/altered database tables |
| API endpoint protection verification |
| Comprehensive web security review against OWASP Top 10 |
| Exposed secrets detection in source code |
| Vulnerability scanning and abandoned package detection |
| HTTP security headers (CSP, HSTS, X-Frame-Options) |
Deployment (6 skills)
Skill | Description |
| Application deployment to Railway with env vars and domains |
| Static site and serverless function deployment to Netlify |
| Container optimization with Dockerfile and docker-compose |
| Automated build, test, and deployment pipelines (GitHub Actions) |
| DNS records, SSL certificates, and custom domain configuration |
| VPS provisioning, hardening, and deployment |
Development (7 skills)
Skill | Description |
| Supabase/Postgres table structures, relationships, and RLS |
| RESTful API route design with request/response schemas |
| Structured code quality, security, and performance reviews |
| Unit, integration, and component tests with mocking |
| Safe schema evolution with zero-downtime strategies |
| Frontend and backend performance diagnosis and optimization |
| Systematic code improvement and tech debt reduction |
Business (7 skills)
Skill | Description |
| Project proposals for client and freelance engagements |
| Project boundaries, deliverables, and acceptance criteria |
| Professional service contracts with legal clauses |
| Structured onboarding process for new clients |
| Professional invoices with line items and payment instructions |
| Financial projections with scenario modeling and unit economics |
| Step-by-step documentation for repeatable processes |
Content (8 skills)
Skill | Description |
| Long-form written content for blogs and publications |
| Multi-email automated campaigns with nurture sequences |
| Persuasive short-form copy for product landing pages |
| Newsletter editions with subject lines, content, and growth strategy |
| Conversion-optimized product descriptions for e-commerce |
| Scripts with hooks and visual cues for 15–60s vertical videos |
| Multi-tweet narratives with hooks, data points, and CTAs |
| Scripted content for YouTube with hooks, chapters, and CTAs |
SEO & GEO (6 skills)
Skill | Description |
| Website SEO health evaluation |
| Target keywords with search volume and difficulty |
| HTML meta tag optimization for search visibility |
| Schema.org structured data (JSON-LD) for rich results |
| Content optimization for AI-powered search engines |
| Local search optimization (Google Business Profile, NAP) |
Marketing (8 skills)
Skill | Description |
| Complete customer journey from stranger to repeat buyer |
| Social media ad copy with targeting for Meta platforms |
| Keyword groups, headlines, and Quality Score optimization |
| Day-by-day launch timeline with pre/post checklists |
| Pricing, feature, and messaging comparisons |
| Pricing tiers, psychology application, and A/B testing |
| Lead capture assets with landing page copy and nurture sequences |
| Timestamped presentation scripts with slide notes |
Product (6 skills)
Skill | Description |
| Engineering-ready PRD with problem statement and personas |
| Detailed feature specifications with user flows and edge cases |
| Prioritized stories with Given/When/Then criteria |
| Smallest viable build that validates product hypothesis |
| Strategic planning with themes, milestones, and resources |
| Support ticket and review categorization and prioritization |
Automation (5 skills)
Skill | Description |
| Design automated workflows with triggers and data transformations |
| Secure webhook receivers with validation and idempotency |
| Recurring background jobs with monitoring and failure handling |
| Build reliable connections between systems via their APIs |
| Automate creation, formatting, and publishing across platforms |
Pro Templates
Starter Templates (8)
Template | Description |
| Next.js + Supabase full-stack starter |
| React + Node.js + PostgreSQL starter |
| SaaS boilerplate with auth, billing, dashboard |
| Marketing landing page with conversion optimization |
| REST/GraphQL API backend starter |
| Chrome extension with Manifest V3 |
| Desktop app with Electron |
| Mobile app with React Native |
Utility Templates (3)
Template | Description |
| Client quotation document (used by Quill skill) |
| Session handoff document (used by Diary skill) |
| Project status snapshot |
Key Features
On-demand loading: Skills load from the catalog only when matched — no context bloat from 127 skills
TTS notifications: Voice alerts when tasks complete, questions need attention, or errors occur
Pre-prompt alerts: "Claude needs your attention" plays BEFORE approval prompts so you know to return to the terminal
Diary webhook: Session logs auto-POST to n8n webhook for devlog automation
PostToolUse observation capture: Auto-logs every file write and bash command to
.claude/observations/with timestamps and parsed summariesSessionStart context injection: Injects last 3 diary + observation summaries into
.claude/session-context.mdat session start for instant recallTokenStack™ integration: Context compression proxy for token savings
Installation
The recommended install is via PyPI (see Install section above).
For manual setup or advanced configuration, see GETTING-STARTED.md.
Dashboard
MemStack includes a localhost dashboard for managing skills, monitoring token usage, and running multi-agent tasks.
pip install memstack-skill-loader
python -m memstack_skill_loader dashboardThen open http://localhost:3333.
Page | Description |
Overview | Skill fire stats, recent projects, session diary |
Skills Manager | Toggle skills on/off, set modes |
Burn Report | Token usage analytics |
Memory Browser | Browse project memories |
Agent Monitor | Launch 3-agent tasks (Manager/Builder/Reviewer) with real-time streaming |
Settings | Agent names, model selection, MCP tools defaults, profile |
The dashboard is free for all users. Pro skills require a license.
License
MIT — see LICENSE. © 2026 CW Affiliate Investments LLC.
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