Contract Creator Profiler
Every token starts with a creator — and that creator often tells you everything you need to know about what comes next. The Contract Creator Profiler module in Forge tracks every new token deployer on Solana and builds a behavioral history for them, so you can instantly see if a wallet is trustworthy, repeat-rugging, or playing smart.
This module powers deployer reputation scoring and is one of the most important signals used across all of Forge’s agents.
What It Does
The Contract Creator Profiler monitors:
Wallets that deploy new SPL tokens
Previous token launches from the same wallet
Deployment frequency and time gaps
LP setup and rug rate across deployments
Use of social metadata, ownership renounce, LP burn
Cross-token buy/sell behavior from the deployer wallet
It creates a live profile for every creator wallet Forge sees.
Key Data Points
Each deployer is tracked with the following fields:
Total Tokens Deployed
Time Since Last Deploy
Rug Count – tokens where LP was removed or price dropped >95%
Success Rate – tokens that hit a volume or market cap milestone
LP Behavior – burned, unlocked, locked status across launches
Metadata Usage – how often they inject socials, fake audits, etc.
Deployment Timing – clustered or spaced out
You can ask Forge:
“Who deployed $GRIT?” “What else has this wallet launched?” “How often does this dev rug?”
Reputation Scoring
Forge assigns each contract creator a Reputation Score from 1 to 10:
1–3: High-risk, repeat rug deployer
4–6: Mixed history, likely opportunistic
7–8: Solid pattern, careful LP and lock behavior
9–10: Consistently safe launches, strong volume, burned LP
This score appears in responses and helps shape agent output.
Example Response
You ask:
“Is the $GRIT deployer safe?”
Forge responds:
“Wallet 7AuCty3w... deployed $GRIT 2 mins ago. This is their 5th token in 3 days. LP unlocked in all previous launches. 3 of those tokens dropped over 90% within 10 minutes. Reputation score: 2/10. High risk pattern: serial rug behavior.”
Token History View
You can view a deployer’s full launch history in timeline format:
Forge auto-tags each with outcome (rug, low vol, success).
Cloning & Pattern Matching
The profiler can also detect wallets that copy known deployer behavior, such as:
Same deploy + renounce + LP sequence
Matching liquidity ratios
Same contract bytecode or token metadata structure
This helps catch copycats or burner wallets trying to hide identity.
Alerts & Automation
For advanced users:
Set alerts when a known rug deployer launches again
Flag deployers over X launches within Y hours
Trigger auto-replies like: “Warning: Deployer has rugged before”
Feed deployer history into sniper filters
Useful for launchpad teams, Telegram groups, and sniper farms avoiding known traps.
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