churn-signals
churn-signals is an Account health & churn prevention skill for AI agents, published by kortix-ai in the suna repository on GitHub. Skillspace rates churn-signals D (68/100) and it passed the safety scan; a judge model has also reviewed it.
Scoring rules for daily churn-risk detection — usage decline, support friction, billing/payment risk, and renewal proximity — plus how to combine them into a ranked at-risk list with a reason and a suggested next step per account.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 20,201
Placed #1 of 6 in the judged category final for Account health & churn prevention.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #1 of 6 in the judged category final for Account health & churn prevention.
- Trigger
88 88 - Instructions
93 93 - Specificity
92 92 - Safety
96 96 - Disclosure
85 85 - Maintenance
88 88
A tight daily-cron runbook that combines four read-only signals into one ranked risk table with explicit guardrails: read-only always, a single Slack post, no memory between runs, and a human who decides.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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