Vant skill audit reliability
Skill dhaupin/vant/models/public/skills/vant-skill-audit-reliability
Vant: Durable AI memory + cold storage + runtime for agents, with generational evolution, stored passively via GitHub. Built for long-running autonomous sessions, using file based persistence.
npx -y skills add dhaupin/vant --skill vant-skill-audit-reliabilityAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 7 stars7 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
Can it recover?
The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.
SKILL.md
1.7 KB, as published. Nobody here has run it
Reliability
Can it recover?
The Question
When it breaks, does it come back?
What To Check
1. Graceful Degradation
// What happens when X fails?
try {
doX()
} catch {
// Does it fail safe?
return default
}
| Check | Issue | Fix |
|---|---|---|
| No fallback | Everything dies | Add default |
| No retry | One fail = fail | Retry |
| No circuit | Cascade fail | Circuit break |
2. Recovery
// Can it restart?
process.on('uncaught', () => {
// Log and restart?
})
| Check | Issue | Fix |
|---|---|---|
| No restart | Stay down | Auto-restart |
| No logging | Can't debug | Log it |
| No alerts | Can't know | Alert |
3. Data
// What if DB fails?
await db.save(x)
// vs
await db.save(x)
.catch(log)
| Check | Issue | Fix |
|---|---|---|
| No backup | Lost forever | Back up |
| No transactions | Partial | Use transaction |
| No validation | Bad data | Validate |
4. Capacity
| Check | Limit |
|---|---|
| Auto-scale | Yes/No |
| Max instances | [n] |
| Queue depth | [n] |
Output
## Reliability - [system]
### Failure Mode
- [SAFE/FAIL] If [X] fails: [behavior]
### Recovery
- [YES/NO] Auto-restart
- [YES/NO] Alert on fail
- [YES/NO] Log on fail
### Data
- [YES/NO] Backup
- [YES/NO] Transactions
### Capacity
- [n] max
- Auto-scale: [YES/NO]
### MTTR (mean time to recover)
- Target: [m]min
Role: Reliability Auditor
Input: System
Output: Can recover?
Plan for failure.