Individual skill
know-if-its-working
Measure GTM with the metrics that matter (net developer retention, DREAM funnel) instead of vanity numbers. Use when the user has dashboards full of stars and pageviews but can't tell if go-to-market is working, or is optimizing acquisition over a leaky bucket.
skills/15-know-if-its-working/SKILL.md
Source commit 7919aa3d559bcf170c7ab20a8919d44eec5a7e2e
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 11, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 340
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- ai-founders Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- dev-tools Repository topic
- developer-marketing Repository topic
- founder-tools Repository topic
- go-to-market Repository topic
- gtm Repository topic
- positioning Repository topic
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 4,231 bytes
Read excerpt
# Know if it's working
> The only early metric that matters is **net developer retention**. Without it, you're not running a funnel; you're running a colander.
**Use this when:** you're tracking GitHub stars and pageviews and still can't answer "is GTM working?", or you're pouring effort into acquisition while new users quietly churn.
## The core idea
Acquisition is worthless if users don't come back. Prove **retention** first; only then does spending on **acquisition** make sense. Most early founders optimize the top of the funnel while the bottom leaks. Fix that order.
## Framework: net developer retention (Frankl)
> Of all the developers who first used the product in **Month 1**, how many used it in **Month 2? Month 3?**