gingiris-growth-finder — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited gingiris-growth-finder (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.
The meta-skill that picks the right Gingiris playbook for your growth problem.
Growth questions look similar but require wildly different playbooks. "How do I launch?" for a dev tool is nothing like "How do I launch?" for a mobile app. "How do I grow?" at $1M ARR is nothing like "How do I grow?" at 100 DAU. This skill diagnoses the situation and invokes the specialist.
Just ask your growth question naturally. Example prompts:
The skill will diagnose three dimensions, then invoke the matching playbook:
| If the user's question is about... | Route to |
|---|---|
| Product Hunt launch, hunter outreach, launch-day tactics, viral moment engineering | [gingiris-launch](https://skills.sh/Gingiris/gingiris-launch) |
| GitHub stars, HackerNews, OSS marketing, developer community, awesome-lists, Show HN | [gingiris-opensource](https://skills.sh/Gingiris/gingiris-opensource) |
| B2B SaaS, PLG vs SLG, PMF validation, freemium, enterprise motion, affiliate, channel partnerships | [gingiris-b2b-growth](https://skills.sh/Gingiris/gingiris-b2b-growth) |
| ASO, App Store / Google Play, mobile user acquisition, TikTok/Reels/Shorts UGC, creator matrix | [gingiris-aso-growth](https://skills.sh/Gingiris/gingiris-aso-growth) |
If the question spans multiple domains (e.g. "I have an open source project that I want to monetize as B2B SaaS"), route to both relevant skills and explain the handoff.
When the user asks a growth question, run this quick triage before invoking a specialist skill:
Ask or infer:
Listen for the actual bottleneck, not the stated question:
Invoke the specialist skill. Examples:
User: "I have a dev tool CLI with 500 GitHub stars. How do I get to 5k?"
→ Diagnosis: OSS project, growth stage, distribution gap
→ Invoke: gingiris-opensource
→ Context hint: focus on GitHub trending + HN relaunch + awesome-lists
User: "My iOS photo app has 80 DAU after 2 months. What's wrong?"
→ Diagnosis: mobile app, cold-start stage, distribution+UGC gap
→ Invoke: gingiris-aso-growth
→ Context hint: focus on ASO audit first, then TikTok creator matrix
User: "I'm launching an AI coding assistant on Product Hunt in 3 weeks."
→ Diagnosis: dev tool, pre-launch, launch-day engineering needed
→ Invoke: gingiris-launch
→ Context hint: 3-week timeline → hunter network + pre-launch email listIf the routed specialist skill isn't installed yet, suggest the user install it:
npx skills add Gingiris/gingiris-launch # for Product Hunt / launch
npx skills add Gingiris/gingiris-opensource # for OSS / GitHub stars
npx skills add Gingiris/gingiris-b2b-growth # for B2B SaaS / PLG
npx skills add Gingiris/gingiris-aso-growth # for mobile / ASOOr install all four at once:
npx skills add Gingiris/gingiris-launch -g
npx skills add Gingiris/gingiris-opensource -g
npx skills add Gingiris/gingiris-b2b-growth -g
npx skills add Gingiris/gingiris-aso-growth -gGingiris is Iris Wei's growth consulting practice, built on:
All four specialist playbooks are available as Claude Skills on skills.sh/Gingiris-1031 and as datasets on huggingface.co/Gingiris.
Version 1.0 — Released 2026-04-22
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.