Crafted skills, playbooks, and templates for shipping growth with AI agents.
I'm a growth operator. I build the systems that take products from zero users to first hundred, then first thousand.
The job keeps changing — outreach moves from email to Twitter DM to GitHub issues; content moves from blog to threads to AI-native formats; seed users move from waitlists to competitor poaching. Every time the tactics shift, the craft gets harder and the shortcuts get worse.
X-Studio is where I codify the parts that hold up. Every folder here is something I've actually used in a campaign — with the reasoning written down so an AI agent (or another operator) can run it.
| Folder | What it is |
|---|---|
skills/ |
Atomic, agent-executable skills — drop into Cursor / Claude Code / Codex |
playbooks/ |
Narrative SOPs — end-to-end how a campaign is run |
templates/ |
Copy-paste assets — cold emails, landing pages, forms |
case-studies/ |
Real campaigns — methods, data, what worked, what didn't |
| Skill | What it does |
|---|---|
stargazer-email-scraper |
Extract public emails of competitor repos' stargazers — 15–17% hit rate |
competitive-intel-mining |
Mine competitor communities for high-intent users complaining about real pain |
seed-user-pool-stratification |
Score and segment seed users by ROI before spending a single message |
personalized-cold-outreach |
Generate 1-to-1 personalized outreach at batch scale from a seed CSV |
landing-to-issue-funnel |
Turn a cold email into a pre-filled GitHub Issue / form capture loop |
content-repurpose-engine |
One insight → bilingual threads, long-form, video hooks |
growth-experiment-template |
Structured experiment doc — hypothesis, metric, decision rule |
git clone https://github.com/Celina-create/X-Studio.git ~/x-studio
ln -s ~/x-studio/skills ~/.claude/skills/x-studio
# or a single skill
ln -s ~/x-studio/skills/competitive-intel-mining ~/.cursor/skills/competitive-intel-miningInvoke by name in chat: "Use competitive-intel-mining on this competitor's GitHub issues."
Nothing here is copy-protected. Steal what's useful. A credit back is appreciated, not required.
- Every skill must have shipped at least once. No theoretical playbooks — if I haven't run it, it doesn't get published.
- Optimize for ROI, not volume. Precision over spray, always.
- Agents are teammates. Every skill is written so an AI can execute it without hand-holding.
- Open the process. Methods and data are public; only client/user data is redacted.
- Want a skill I haven't built? Open an issue
- Need help on a campaign or want to exchange notes? Email suokata@naver.com
- Find it useful? A star tells me to keep sharing.
MIT © 2026 Celina
Growth is a craft. This is the bench.