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 from PyPI:
pip install memstack-skill-loader
- Register the MCP server:
claude mcp add --scope user memstack-skills -- python -m memstack_skill_loader
- Restart Claude Code, then type
list skillsto verify.
See GETTING-STARTED.md for detailed setup or troubleshooting.
| 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.
- Install the Pro Skill Loader:
pip install memstack-skill-loader
- Register the MCP server:
claude mcp add --scope user memstack-skills -- python -m memstack_skill_loader
- 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_KEYas an environment variable instead of usingactivate_license. Usesetxon Windows or add to~/.bashrcon Mac/Linux, then restart your terminal and Claude Code.
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 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.
| 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 |
| 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) |
| 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 |
| 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 |
| 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 |
| 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 |
| 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) |
| 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 |
| 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 |
| 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 |
| 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 |
| Template | Description |
|---|---|
client-quote |
Client quotation document (used by Quill skill) |
handoff |
Session handoff document (used by Diary skill) |
project-snapshot |
Project status snapshot |
- 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.mdat session start for instant recall - TokenStack™ integration: Context compression proxy for token savings
The recommended install is via PyPI (see Install section above).
For manual setup or advanced configuration, see GETTING-STARTED.md.
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.
MIT — see LICENSE. © 2026 CW Affiliate Investments LLC.