
v99.md
AI Operator Skill Classifier
Most tokens fail not because of bad luck. They fail because of bad operators.
v99.md reads the operator before the chart tells you. Every wallet that deploys a memecoin leaves a fingerprint — wallet age, prior launch history, contract architecture, deployment timing, community growth velocity.
mMMhbYX1Xrq5RT4bhhWRRtq589BsuKgh2mgpe4mpumpThe Problem
People who don't understand LP management. Who can't time a launch. Who write sloppy contracts, build no community, and disappear when things break.
The chart eventually reflects the operator — it just takes a few days. By then, you're already down.
v99.md was built to read the operator before the chart tells you. Every wallet that deploys a memecoin leaves a fingerprint. These are not opinions. These are on-chain facts.
Wallet Age
How long the operator wallet has existed
Prior Success
Previous launches and their outcomes
Contract Quality
Architecture and LP strategy score
Growth Velocity
Community build rate and timing
Install
pip install v99md
pip install v99mdInstall from PyPIgit clone https://github.com/v99mddevs/v99.md.gitOr clone from sourcepip install -e .Install in editable modeSkill Classification
"v99.md: no skill signature detected. first-timer or exit setup. avoid."
"v99.md: basic operator pattern. limited history. proceed with caution."
"v99.md: skilled operator detected. consistent signals across vectors."
"v99.md: elite. AI confirms high-skill operator. clean execution fingerprint."
Signals
operator_signal0.35wallet_age >= 180 days AND prior_success >= 1contract_signal0.30contract_complexity >= 65 AND lp_strategy >= 65growth_signal0.20build_rate >= 10 holders/day AND timing >= 60presence_signal0.15response_time <= 6h AND cross_chain >= 2from v99md import assess, assess_batch, top_skill, SkillToken
token = SkillToken(
token_mint="V99mdXyz...pump",
symbol="V99",
wallet_age_days=540.0,
prior_success_count=3,
contract_complexity_score=85.0,
deploy_timing_score=80.0,
lp_strategy_score=82.0,
community_build_rate=22.0,
response_time_hours=2.0,
cross_chain_presence=3,
)
report = assess(token)
print(report.phase) # ELITE
print(report.skill_score) # 88.4
print(report.v99_read) # v99.md: elite. AI confirms high-skill operator.
print(report.triggered_count) # 4Explore
Everything you need to read operator skill. Four signals. Four skill levels.
Ready to read the operator?
pip install v99md