✦ Claude Code · Codex · Gemini CLI
AI Skills recommended for how you work
Mapick learns your agent role, your stack, and how your workflow evolves. It surfaces the Skills you're actually missing. Not what's trending. A personal skill advisor that gets smarter the longer you use it.
$ clawhub install mapick30-second scanWorks across MCP-compatible tools
Personalized recommendationsReduce wasted AI spendSetup cleanupWorkflow bundlesShareable reportsPersonalized recommendationsReduce wasted AI spendSetup cleanupWorkflow bundlesShareable reportsPersonalized recommendationsReduce wasted AI spendSetup cleanupWorkflow bundlesShareable reportsPersonalized recommendationsReduce wasted AI spendSetup cleanupWorkflow bundlesShareable reports
// How it works
Three steps. Clear enough to use right away.
01
Install
Install Mapick in the tool you already use. No long setup flow.
$ clawhub install mapick
02
Learn
Mapick tracks usage, workflow order, and setup health to understand what belongs in your stack.
Auto-runs
03
Improve
Get better recommendations, cleaner setups, and clearer reports as your usage data grows.
Gets sharper
// Core Capabilities
Five capabilities. One command.
FLAGSHIP
Smart Recommendations
Recommends Skills that actually fit you. Based on your agent role, usage patterns, and workflow evolution. Not what's trending.
Suggested for you4 new
→capability-evolver98%
→ci-status-reporter92%
→docker-compose-lint87%
Workflow Bundles
One-click install of proven toolchain bundles used by developers like you.
GitHub OpsCode ReviewDockerCI/CD+3
Zombie Detection
Surface Skills idle for 30 days that still eat your context window every session.
Skill Persona
Run /mapick report to generate your shareable persona card.
🌙
Security Scoring
36% of Skills carry prompt injection risks. Every recommendation passes a security check.
ABCDF
// Reports and sharing
What’s your OpenClaw persona?
Mapick turns your recommendations, your usage data, and your decisions into a shareable skill card. Your story.
Skill persona
mapick.ai/s/3am-committer
Midnight Shipper
87% match · 13/15 work traits
Moby Dick × 2
420K words
2 junior devs / month
380 code reviews
Recommended by Mapick
5 of 7 Skills
Your AI ships faster than your sleep schedule recovers.
I am a Midnight Shipper on OpenClaw. In 67 days, my AI stack delivered more output than my sleep schedule could defend.
GitHub Ops · Mapick-recommended
Repository workflow · Grade A
23/week
Code Review · Mapick-recommended
AI review assistant · Grade A
18/week
Docker Management
Container workflow · Grade A
12/week
Summarize · Mapick-recommended
Document digest · Grade A
9/week
// Real-World Scenarios
Three people. Three ways Mapick helps.
Whether you are looking for the right tool, cleaning up, or completing a workflow, Mapick gives you a clearer next step.
Finds the right Skill faster
➤
1
Friend is using
A tool with strong retention or workflow fit enters the candidate pool.
➤
2
Mapick recommends
It surfaces because it fits Alice's workflow, not because it is just popular.
3
One-click install
Security and fit checks are already part of the shortlist.
// Shared setups
Stop guessing. Copy a proven stack.
Mapick recommended these stacks based on real usage patterns. 77% of users found a new daily-use Skill in the first week.
#001
Full-stack Developer
Mapick recommended 5 of 7 · 412 code reviews/mo
Code Review · GitHub Ops · Docker · CI/CD · Summarize · Search · capability-evolver
“Mapick found capability-evolver before I knew I needed it.”
#002
Data Analyst
Mapick recommended 6 of 9 · 89 reports generated
Notebook · Search · Charts · Report Builder · SQL Helper · Data Clean · Summarize · Export · Scheduler
“Mapick suggested 2 Skills I’d never searched for. Both became daily tools.”
#003
Marketer
Mapick found all 4 · 2h saved daily
Summarize · Tavily Search · Calendar Ops · Image Lab
“I told Mapick I’m a marketer. It built my entire stack in one scan.”
#004
Student
Mapick recommended 2 of 3 · 58 papers summarized
Reading · Writing · Research
“Mapick knew what a research student needs better than I did.”
Different role, different stack, different fit.
// Works across MCP-compatible tools
Any Agent. Same Mapick.
The stack you just copied lives in your Mapick Key. Add this config once, and it works everywhere.
OpenClawClaude CodeCursorCodex CLIWindsurfGemini CLI
🌐 Universal MCP config
One endpoint, one profile, one setup. Copy it once and reuse it across supported clients.
{
"mcpServers": {
"mapick": {
"url": "https://mcp.mapick.ai",
"env": {
"MAPICK_KEY": "your-key"
}
}
}
}
// Open Source Commitment
Open source · Non-profit · No data stored
Open source, non-profit, and privacy are core to what Mapick is.
Open Source
Fully open source. Anyone can audit, fork, or contribute. No proprietary lock-in.
View source →No Data Stored
Behavior data anonymized locally. API Keys never leave your device. No data sales. Delete any time.
Privacy policy →Non-Profit
No ads. No upsells. No data sales. Built for developer productivity, not monetization.
About us →