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Progression system auditor

Skill frankxai/awesome-gamification-agent-skills/skills/progression-system-auditor

THE definitive curated resource for gamification-agent-skills | GenCreator 6-Pillar CoE • Starlight Intelligence • Arcanea Creative Execution • Agentic Passive Income Systems

Install
npx -y skills add frankxai/awesome-gamification-agent-skills --skill progression-system-auditor

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 0 stars0 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

Audit gamification and mastery systems for vanity XP, weak evidence, grind loops, rank inflation, missing trials, unclear unlocks, privacy leaks, unsafe agent autonomy, and generic game mechanics. Use when reviewing skill trees, progression specs, Arcanea mastery systems, agent ranks, creator paths, or world/product ladders.

SKILL.md

1.3 KB, 212 tokens by cl100k_base, as published. Nobody here has run it

Progression System Auditor

Use this skill to review a progression system before it becomes product infrastructure.

Audit Workflow

  1. Identify every rank, XP source, reward, and gate.
  2. Check whether each reward changes what the user or agent can do.
  3. Check whether XP has evidence.
  4. Check whether rank-up requires a Trial.
  5. Check for grind loops and repeated easy farming.
  6. Check for unsafe autonomy unlocks.
  7. Check privacy, IP, and stewardship boundaries.
  8. 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.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 326,984. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.