other
Error
- Location
- references/token-launch-playbook.md:153
- Finding
- Coordinated Token Market and Social-Signal Manipulation Guidance<![CDATA[ ## Vulnerability Details **File Location**: `references/token-launch-playbook.md:153-167, 340-342, 396, 474, 520, 541`; propagated in `SKILL.md:477` **Vulnerability Type**: Guidance facilitating artificial market activity and misleading promotional signals **Risk Level**: High ### Vulnerable Content ```text references/token-launch-playbook.md:153 ACTION: Generate visible trading activity references/token-launch-playbook.md:167 - [ ] Hit 300+ holders in first hour (social proof) references/token-launch-playbook.md:340-342 - Pre-arrange 5-10 KOLs to post within 2-4 hours (staggered) - Core community ready with 20-30 meme variations - Goal: "everyone's talking about this" atmosphere within 24 hours references/token-launch-playbook.md:396 - [ ] Begin coordinated KOL push references/token-launch-playbook.md:474 - Buy 20-50% of own supply at launch (10% minimum for eligibility) references/token-launch-playbook.md:520 - Creator buys 20-50% at launch for team/development reserve references/token-launch-playbook.md:541 concentrated buying in few transactions. SKILL.md:477 Post-graduation on PumpSwap, you have 30 minutes before the token lives or dies. Add your own LP at minute 0-5. Ensure visible trading activity by minute 5-15. Be active on all channels by minute 15-30. Lock LP tokens for 6-12+ months. Revoke mint and freeze authority immediately. ``` ### Technical Analysis The playbook combines several tactics that can manufacture or exaggerate the appearance of independent token demand: 1. A creator is advised to acquire 20–50% of the token supply. 2. The creator is instructed to generate visible trading activity immediately after launch. 3. A target holder count is presented as social proof without requiring that the holders be independent or organically acquired. 4. Influencers are coordinated through staggered posts to create an “everyone's talking about this” atmosphere. 5. Concentrated early buying is identified as a desirable survival sign ...[truncated 2313 chars]
- Remediation
- <![CDATA[ ## Remediation Suggestions 1. Remove all instructions to “generate” visible trading activity or engineer holder-count targets. 2. Explicitly prohibit: - Wash trading and self-trading. - Coordinated trades intended to fabricate volume or price momentum. - Undisclosed market-making or price support. - Sybil wallets used to inflate holder counts. - Fabricated social proof or promotion presented as organic interest. 3. Replace the 20–50% creator-purchase recommendation with a transparent allocation framework: - Publish all team and treasury allocations before launch. - Use enforceable vesting schedules and long-term locks. - Identify related wallets and beneficial owners. - Obtain independent tokenomics and legal review. 4. Restrict launch guidance to legitimate liquidity provisioning: - Document the source and ownership of liquidity. - Disclose creator-provided liquidity prominently. - Use auditable lock contracts. - Avoid creator-controlled transactions that simulate outside demand. 5. Require clear and conspicuous disclosure for every compensated KOL or ambassador post, including the compensation arrangement and the promoter's token position. 6. Replace the goal of creating an “everyone's talking about this” atmosphere with accurate, non-deceptive communications based on verifiable product milestones. 7. Add a compliance checkpoint requiring jurisdiction-specific legal review before token creation, distribution, promotion, market making, or buyback activity. 8. Add monitoring and recordkeeping controls so all launch trades, related wallets, promoter agreements, disclosures, and liquidity changes are auditable. ]]>
