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

1. Install from PyPI:

   pip install memstack-skill-loader
   

2. Register the MCP server:

   claude mcp add --scope user memstack-skills -- python -m memstack_skill_loader
   

3. Restart Claude Code, then type list skills to 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

1. Install the Pro Skill Loader:

   pip install memstack-skill-loader
   

2. Register the MCP server:

   claude mcp add --scope user memstack-skills -- python -m memstack_skill_loader
   

3. Restart 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_KEY as an environment variable instead of using activate_license. Use setx on Windows or add to ~/.bashrc on 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

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
diary	Session logging with git integration and SQLite storage
echo	Past session recall via semantic vector search + SQLite
work	Task planning and todo list management
state	Load and update project context at session start
project	Save project state and handoff context
verify	Verification before committing completed work
governor	Project maturity assessment and complexity budgeting
grimoire	Update project context files after significant changes
compress	TokenStack™ proxy status and token savings
token-optimization	Full 3-layer token stack: TokenStack™ + RTK + Serena
humanize	Make AI-generated text sound natural
forge	Create new MemStack™ skills
familiar	Dispatch work across parallel CC sessions
scan	Codebase complexity analysis and project estimation
quill	Generate client-facing price quotations
shard	Split and manage files over 1000 lines
sight	Visual diagrams and architecture overviews
consolidate	Weekly cross-project summaries and pattern detection
context-db	SQLite-backed facts database — query project knowledge instead of full CLAUDE.md
api-docs	Fetch current API docs via Context Hub before writing API code

Security (7 skills)

Skill	Description
rls-checker	Supabase Row Level Security policy verification
rls-guardian	RLS enforcement on new/altered database tables
api-audit	API endpoint protection verification
owasp-top10	Comprehensive web security review against OWASP Top 10
secrets-scanner	Exposed secrets detection in source code
dependency-audit	Vulnerability scanning and abandoned package detection
csp-headers	HTTP security headers (CSP, HSTS, X-Frame-Options)

Deployment (6 skills)

Skill	Description
railway-deploy	Application deployment to Railway with env vars and domains
netlify-deploy	Static site and serverless function deployment to Netlify
docker-setup	Container optimization with Dockerfile and docker-compose
ci-cd-pipeline	Automated build, test, and deployment pipelines (GitHub Actions)
domain-ssl	DNS records, SSL certificates, and custom domain configuration
hetzner-setup	VPS provisioning, hardening, and deployment

Development (7 skills)

Skill	Description
database-architect	Supabase/Postgres table structures, relationships, and RLS
api-designer	RESTful API route design with request/response schemas
code-reviewer	Structured code quality, security, and performance reviews
test-writer	Unit, integration, and component tests with mocking
migration-planner	Safe schema evolution with zero-downtime strategies
performance-audit	Frontend and backend performance diagnosis and optimization
refactor-planner	Systematic code improvement and tech debt reduction

Business (7 skills)

Skill	Description
proposal-writer	Project proposals for client and freelance engagements
scope-of-work	Project boundaries, deliverables, and acceptance criteria
contract-template	Professional service contracts with legal clauses
client-onboarding	Structured onboarding process for new clients
invoice-generator	Professional invoices with line items and payment instructions
financial-model	Financial projections with scenario modeling and unit economics
sop-builder	Step-by-step documentation for repeatable processes

Content (8 skills)

Skill	Description
blog-post	Long-form written content for blogs and publications
email-sequence	Multi-email automated campaigns with nurture sequences
landing-page-copy	Persuasive short-form copy for product landing pages
newsletter	Newsletter editions with subject lines, content, and growth strategy
product-description	Conversion-optimized product descriptions for e-commerce
tiktok-script	Scripts with hooks and visual cues for 15–60s vertical videos
twitter-thread	Multi-tweet narratives with hooks, data points, and CTAs
youtube-script	Scripted content for YouTube with hooks, chapters, and CTAs

SEO & GEO (6 skills)

Skill	Description
site-audit	Website SEO health evaluation
keyword-research	Target keywords with search volume and difficulty
meta-tag-optimizer	HTML meta tag optimization for search visibility
schema-markup	Schema.org structured data (JSON-LD) for rich results
ai-search-visibility	Content optimization for AI-powered search engines
local-seo	Local search optimization (Google Business Profile, NAP)

Marketing (8 skills)

Skill	Description
sales-funnel	Complete customer journey from stranger to repeat buyer
facebook-ad	Social media ad copy with targeting for Meta platforms
google-ad	Keyword groups, headlines, and Quality Score optimization
launch-plan	Day-by-day launch timeline with pre/post checklists
competitor-analysis	Pricing, feature, and messaging comparisons
pricing-strategy	Pricing tiers, psychology application, and A/B testing
lead-magnet	Lead capture assets with landing page copy and nurture sequences
webinar-script	Timestamped presentation scripts with slide notes

Product (6 skills)

Skill	Description
prd-writer	Engineering-ready PRD with problem statement and personas
feature-spec	Detailed feature specifications with user flows and edge cases
user-story-generator	Prioritized stories with Given/When/Then criteria
mvp-scoper	Smallest viable build that validates product hypothesis
roadmap-builder	Strategic planning with themes, milestones, and resources
feedback-analyzer	Support ticket and review categorization and prioritization

Automation (5 skills)

Skill	Description
n8n-workflow-builder	Design automated workflows with triggers and data transformations
webhook-designer	Secure webhook receivers with validation and idempotency
cron-scheduler	Recurring background jobs with monitoring and failure handling
api-integration	Build reliable connections between systems via their APIs
content-pipeline	Automate creation, formatting, and publishing across platforms

Pro Templates

Starter Templates (8)

Template	Description
nextjs-supabase	Next.js + Supabase full-stack starter
react-node-postgres	React + Node.js + PostgreSQL starter
saas-starter	SaaS boilerplate with auth, billing, dashboard
landing-page	Marketing landing page with conversion optimization
api-backend	REST/GraphQL API backend starter
chrome-extension	Chrome extension with Manifest V3
electron-app	Desktop app with Electron
mobile-react-native	Mobile app with React Native

Utility Templates (3)

Template	Description
client-quote	Client quotation document (used by Quill skill)
handoff	Session handoff document (used by Diary skill)
project-snapshot	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 summaries
• SessionStart context injection: Injects last 3 diary + observation summaries into .claude/session-context.md at session start for instant recall
• TokenStack™ 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 dashboard

Then 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.