Memecoin Trading

Memecoin Trading is a skill from the CLI Trader project that gives trading agents a structured framework for analyzing token launches, detecting common scams, and managing the extreme risk inherent in memecoin markets. This is one of the highest-risk areas in all of trading, and the skill reflects that reality throughout — every analysis comes with prominent risk warnings, position sizes are capped at tiny fractions of portfolio value, and the agent is designed to reject far more opportunities than it presents. Most memecoins go to zero, and this skill is built around that fact rather than around the exceptions that generate viral screenshots. The CLI Trader team developed this skill not to encourage memecoin speculation but to provide a disciplined framework for traders who choose to participate in this market despite its risks.

The skill covers pump.fun bonding curve mechanics including pricing dynamics, graduation thresholds, and the liquidity transition to Raydium, giving the agent the ability to evaluate where a token sits in its lifecycle and what that implies for risk. The rug pull detection module runs a comprehensive checklist on every token: mint authority status, freeze authority, honeypot simulation via sell transaction testing, liquidity pool lock verification and duration, top wallet concentration analysis, and contract verification. Liquidity analysis goes beyond simple pool size to examine depth at various price levels and concentration of liquidity providers, because a pool with high TVL but a single dominant LP is one withdrawal away from collapse. Social signal parsing evaluates community metrics while applying fake detection filters for bot-driven engagement, artificial holder counts, and coordinated shill campaigns. Position sizing is enforced at 0.1% to 0.5% of total portfolio value per position — this is a hard ceiling, not a suggestion — with an aggressive take-profit schedule that removes initial capital quickly. The skill also enforces aggregate memecoin exposure limits across all active positions because ten small bets in correlated memecoins is effectively one large bet.

Within a trading workflow, the agent treats every memecoin opportunity as guilty until proven innocent. When a token passes the technical safety checklist, the agent presents it with a full risk disclosure including contract audit results, liquidity assessment, holder distribution, and a clear statement that total loss is the most likely outcome. If you choose to proceed, the agent sizes the position at the minimum viable level, sets an aggressive take-profit ladder to extract capital as early as possible, and monitors for deteriorating conditions — sudden LP withdrawals, large holder sells, or social engagement collapse — that trigger an immediate exit recommendation. This skill does not make memecoin trading safe, because that is not possible, but it imposes the discipline that gives you the best chance of surviving the inevitable losses.

For the complete methodology — including formulas, decision trees, worked examples, and validation checklists — see the full Memecoin Trading skill guide.