ditto-product-research — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited ditto-product-research (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Run customer research, pricing tests, and product validation studies using Ditto's synthetic persona platform — directly from your terminal via Claude Code.
When installed, Claude Code automatically loads this skill whenever you ask it to do customer research, validate a product idea, test pricing, or run any kind of market analysis. You can also invoke it manually with /ditto-product-research.
Claude will:
Copy the ditto-product-research folder into your Claude Code skills directory:
# For a specific project
cp -r ditto-product-research /path/to/your/project/.claude/skills/
# For all your projects (personal skills)
cp -r ditto-product-research ~/.claude/skills/Get a free Ditto API key (no credit card required):
curl -sL https://app.askditto.io/scripts/free-tier-auth.sh | bashOr visit: https://app.askditto.io/docs/free-tier-oauth
Set it as an environment variable:
export DITTO_API_KEY="rk_free_YOUR_KEY_HERE"Just ask Claude Code to do research:
"Validate whether there's a market for an AI-powered recipe app for
people with dietary restrictions. Test with 10 US adults aged 25-45."
"Run a pricing study for my SaaS product. Test price sensitivity
between $9/month and $49/month with 10 personas."
"Test these three positioning options for my landing page with
10 Canadian millennials and tell me which one wins."Or invoke the skill directly:
/ditto-product-research "Test pricing for an AI writing assistant targeting freelance writers"| File | Purpose |
|---|---|
SKILL.md | Main skill file — workflow, question framework, gotchas |
api-reference.md | Complete API endpoint reference |
question-playbook.md | Question design patterns for different study types |
examples/quick-start.md | 5-command quick start guide |
examples/carequarter.md | Full 3-phase worked example (32 personas, public study links) |
curl available in your terminalDitto maintains 300,000+ AI-powered synthetic personas calibrated to census data across 15+ countries. EY validated the methodology at 92% statistical overlap with traditional focus groups. Studies complete in 15-30 minutes — the traditional equivalent takes 4-8 weeks and costs $10,000-50,000.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.