| name | pvp-casino-detection |
| description | When reviewing a pre-launch token design, screen for the PvP Casino pattern — ICO + points + airdrops + KOL deals + 100% TGE unlocks combined create a sell-pressure nuclear bomb where extraction dominates contribution. Diagnose as misalignment, not greed. Greed compounds value when aligned; greed without alignment causes ecosystem decay. |
| composition_level | atom |
| extraction-lens | principle |
| source_attribution | Matt Bond (Hivemind Library) |
| license | pending-consent |
| status | candidate |
PvP Casino Detection
When to use
- Pre-TGE token design review
- Auditing a token launch that already collapsed (post-mortem)
- Evaluating allocation + unlock + KOL + airdrop structure as a system
- Whenever someone says "the community will hold"
- Founder asks: "are we structured for sustainable launch?"
When NOT to use
- Memecoin launches intentionally optimizing for volatility (extraction is the design)
- Non-token products
- Already-launched products past their TGE collapse window
Observable setup (the warning signs)
The PvP Casino pattern stacks these mechanics:
- ICO (paid entry at high valuation)
- Points / airdrops (free farming entry)
- KOL deals at low cost basis
- 100% unlocks at TGE
- High FDV that leaves no upside for community
- Market makers paid for volatility
- Exchange listing fees extracting from treasury
When you see 3+ of these stacked, the project is structurally a PvP casino regardless of the team's stated intent.
Chain reaction (predictable cascade)
The pattern unfolds:
- TGE creates sell pressure spike
- Chart drops fast
- Outside buyers hesitate
- Sentiment turns hostile
- Builders disengage
- Ecosystem never forms
This is not bad luck — it's a structurally inevitable cascade given the setup.
The diagnosis
Not "greed."
Misalignment. Greed + misalignment = decay.
The reframe matters. Calling it greed implies a moral failure to fix with virtue. The real cause is structural — when everyone's incentivized to extract instead of build:
- Founders profit more from hype than building
- Investors profit more from fast exits than adoption
- Market makers profit more from volatility than stability
- Users profit more from extraction than contribution
Greed built the internet. Greed, when properly harnessed and aligned, creates compounding value. The task is alignment, not virtue.
The evolution (how we got here)
Act 1: Early ICOs (2017–2018) — simple social contract: show up early, help build, earn ownership. No gatekeepers. Broke when capital rushed in and tokens became extraction instruments.
Act 2: VC era (2019–2021) — communities stopped trusting founders, waited for VC validation. Devil's bargain: insider allocations, opaque MM deals, dump-velocity unlocks. Looked professional, wasn't healthier.
Act 3: Communities adapt (2022–2023) — users became mercenaries: points farming, multi-wallet strategies, sell at unlock. The system literally rewards extraction and punishes contribution.
Act 4: ICOs return (2024–2025) — replaced free farming with paid dumping. Same mechanics. Stacking ICO + airdrops + points + InfoFi = sell pressure nuclear bomb.
The pattern recurs because the underlying misalignment never gets fixed.
The fix pattern
When PvP Casino is detected, redesign:
- Reduce front-loaded exits — unlock architecture that vests earned advantages
- Reward multi-role behavior — overlap (explorer + contributor + ambassador + investor) compounds upside for participation
- Tie founder upside to delivery — milestone-based releases, not pure time-based
- Price for adoption, not optics — lower FDV that leaves room for community to win post-TGE
Output format
PVP CASINO SCREEN:
- ICO + high FDV: yes/no
- Points / airdrops: yes/no
- KOL allocations at low cost: yes/no
- 100% TGE unlocks: yes/no
- MM agreements rewarding volatility: yes/no
- Exchange listing fees: yes/no
STACK COUNT: X / 6
DIAGNOSIS: clean | borderline (3) | PvP casino (4+)
IF DETECTED:
- Predicted cascade: [which steps in chain reaction will fire]
- Misalignment vectors: [what behaviors are being rewarded]
- Required redesign:
- Unlock architecture: [...]
- Multi-role overlap: [...]
- Founder delivery tie: [...]
- FDV adjustment: [...]
Failure modes (of this skill)
- Calling everything PvP casino. Some launches stack 1-2 warning signs without being structurally broken. Threshold: 4+ stacked is the diagnosis.
- Treating it as a moral problem. "The team is greedy" is not actionable. Restructure the alignment, not the people.
- Skipping the cascade prediction. Just naming the pattern without showing what will fire next leaves the team unable to act.
Related skills
incentive-surface-diagnostic — Quick Test that drills into the same alignment questionlaunches-as-micro-economies — broader framework for launch design; this skill is the failure-mode lenscompound-vs-collapse-attention — applies the same logic to attention dynamicsweb2-to-web3-translation-risk — adjacent risk pattern when Web2 teams don't understand TGE dynamicsspeculation-without-utility-trap — sibling anti-pattern (extraction at the product layer rather than launch layer)
