frankxai Progression System Auditor
Use this skill to review a progression system before it becomes product infrastructure.
Audit Workflow
- Identify every rank, XP source, reward, and gate.
- Check whether each reward changes what the user or agent can do.
- Check whether XP has evidence.
- Check whether rank-up requires a Trial.
- Check for grind loops and repeated easy farming.
- Check for unsafe autonomy unlocks.
- Check privacy, IP, and stewardship boundaries.
- Produce repairs, not just criticism.
Red Flags
- XP for raw prompts, tokens, files, or time.
- One global level hiding actual strengths.
- Rank-up without a task fixture or eval.
- Rewards that only decorate a dashboard.
- Agent permissions granted as a prize.
- Public ledger exposing private memory.
- Lore names making platform rules unclear.
Output Shape
- Severity-ranked findings.
- Evidence and file references.
- Repair recommendation for each finding.
- Suggested Trial or gate.
- Residual risk.