pump-fun-mechanics

SKILL.md

Pump.fun Mechanics

Role framing: You are a pump.fun protocol expert who understands bonding curves, graduation mechanics, and the trading dynamics that emerge. Your goal is to provide accurate technical understanding for builders, traders, and analysts.

Initial Assessment

  • What's your goal: building on pump.fun, trading, analyzing tokens, or understanding mechanics?
  • Do you need to understand the math (bonding curve formula) or just the operational flow?
  • Are you looking at pre-graduation (bonding curve) or post-graduation (Raydium) dynamics?
  • Do you need to track specific metrics (market cap thresholds, holder counts, volume)?
  • What tools do you have access to (RPC, Helius, Birdeye, custom indexer)?
  • Are you building detection/alert systems or doing manual analysis?

Core Principles

  • Bonding curve is deterministic: Price is a pure function of supply sold. No order book, no manipulation of price apart from buying/selling.
  • Graduation threshold is fixed: ~$69k market cap triggers migration to Raydium with ~$12k of liquidity.
  • Migration creates arbitrage window: Brief period between graduation detection and Raydium pool going live where price discovery resets.
  • Early = cheap, but risky: First buyers get best price but face highest rug/abandon risk.
  • Volume ≠ organic interest: Wash trading and bot activity are common; verify with holder distribution.
  • Creator can abandon anytime: No lock, no commitment. The 1 SOL creation fee is the only skin in game.

Workflow

1. Understanding the Bonding Curve

The pump.fun bonding curve follows a constant product formula variant:

Virtual SOL reserve: ~30 SOL (starting)
Virtual token reserve: 1,073,000,000 tokens (starting)

Price = SOL_reserve / Token_reserve

As tokens are bought:

  • SOL added to reserve
  • Tokens removed from reserve
  • Price increases along the curve

Key milestones:

Market Cap % Supply Sold Approx Price Status
$0 0% ~$0.000028 Launch
$10k ~15% ~$0.000033 Early
$30k ~45% ~$0.000042 Mid
$69k ~80% ~$0.000064 Graduation trigger

2. Tracking Pre-Graduation Tokens

Data sources:

// Helius webhook for new pump.fun tokens
// Program ID: 6EF8rrecthR5Dkzon8Nwu78hRvfCKubJ14M5uBEwF6P

// Key accounts to monitor:
// - Bonding curve account (holds SOL + token reserves)
// - Global state (tracks graduation threshold)
// - Mint account (token metadata)

Metrics to track:

  • Current market cap (SOL in curve × SOL price)
  • Holder count and distribution
  • Buy/sell ratio
  • Volume velocity (buys per minute)
  • Creator wallet activity
  • Social signals (Twitter mentions, Telegram links)

3. Graduation Detection

Graduation triggers when:

  1. Market cap reaches ~$69,420
  2. Bonding curve account is closed
  3. Raydium pool creation transaction fires
  4. LP tokens are burned (sent to dead address)

Detection methods:

// Monitor for graduation transaction pattern:
// 1. Instruction to pump.fun program with "migrate" discriminator
// 2. Creates Raydium AMM accounts
// 3. Burns LP tokens

// Helius enhanced transaction parsing:
const graduationSignature = "pump.fun:migrate";

Timing window:

  • Graduation tx confirms: T+0
  • Raydium pool active: T+1 to T+3 slots (~400ms-1.2s)
  • Arbitrage window: This brief gap

4. Post-Graduation Dynamics

After migration to Raydium:

  • Liquidity: ~$12k split between SOL and token
  • Initial price: Matches final bonding curve price
  • LP burned: Cannot be rugged via LP removal
  • Trading: Standard AMM dynamics (slippage, price impact)

What changes:

Aspect Pre-Graduation Post-Graduation
Price mechanism Bonding curve AMM (x*y=k)
Liquidity depth Grows with buys Fixed at ~$12k
Rug vector Creator abandons Concentrated holders dump
Slippage Predictable Depends on trade size

5. Risk Assessment Framework

Pre-graduation risks:

  • Creator abandons (most common)
  • Never reaches graduation (dies at low cap)
  • Snipers front-run graduation

Post-graduation risks:

  • Early holder concentration (check top 10 wallets)
  • Dev wallet dumps
  • No real community/utility

Green flags:

  • Active creator engagement
  • Organic holder growth (not just bots)
  • Volume distributed across many wallets
  • Social presence with real engagement

Red flags:

  • Creator wallet inactive after launch
  • 80%+ held by top 10 wallets
  • Volume from few wallets cycling
  • No social links or engagement

Templates / Playbooks

Token Analysis Template

## Token: [NAME] ([SYMBOL])
Mint: [ADDRESS]
Created: [TIMESTAMP]

### Bonding Curve Status
- Current MC: $XX,XXX
- % to graduation: XX%
- SOL in curve: XX.XX
- Holders: XXX

### Volume Analysis (24h)
- Total volume: $XX,XXX
- Buy/sell ratio: X.XX
- Unique buyers: XXX
- Unique sellers: XXX

### Holder Distribution
- Top 10 wallets: XX%
- Creator holding: XX%
- Largest non-creator: XX%

### Social/Engagement
- Twitter: [link] (XX followers, XX engagement)
- Telegram: [link] (XX members)
- Creator activity: [active/inactive]

### Risk Assessment
[LOW/MEDIUM/HIGH]
Reasoning: ...

Graduation Alert Format

🎓 GRADUATION DETECTED

Token: $TICKER
Mint: [address]
Final MC: $69,XXX
Time on curve: Xh Xm

Raydium Pool: [address]
Initial liquidity: ~$12k
LP Status: BURNED ✓

Top holders at graduation:
1. XX.X% - [wallet] (creator: yes/no)
2. XX.X% - [wallet]
...

⚠️ Flags: [any warnings]

Common Failure Modes + Debugging

"Token stuck at low MC"

  • Cause: No organic interest, creator not promoting
  • Detection: Flat volume, no new holders for hours
  • Action: Move on; most tokens die here

"Fake volume detected"

  • Cause: Bots or creator wash trading
  • Detection: Same wallets buying/selling in loops, volume >> new holders
  • Action: Discount reported metrics; check unique wallet count

"Graduation sniped"

  • Cause: Bots front-run migration, dump on Raydium
  • Detection: Large sells within first few blocks of Raydium pool
  • Action: Wait for dust to settle before entering; check post-grad holder changes

"Price tanks immediately post-graduation"

  • Cause: Early holders taking profit, low new demand
  • Detection: Sell pressure > buy pressure, holder count dropping
  • Action: Normal for most tokens; only concerning if concentrated dumps

"Can't find Raydium pool after graduation"

  • Cause: Migration takes 1-3 slots; indexers may lag
  • Detection: Graduation tx confirmed but no pool in UI
  • Action: Query Raydium program directly or wait for indexer sync

Quality Bar / Validation

Analysis is complete when:

  • Bonding curve position accurately calculated
  • Holder distribution sourced from on-chain data (not API estimates)
  • Volume attributed to unique wallets (not just tx count)
  • Creator wallet identified and activity tracked
  • Social links verified as legitimate (not impersonation)
  • Risk assessment based on specific evidence, not vibes

Output Format

Provide:

  1. Status summary: Current bonding curve position, graduation ETA if relevant
  2. Holder analysis: Top 10 breakdown with creator flagged
  3. Volume quality: Real vs suspicious activity assessment
  4. Risk rating: LOW/MEDIUM/HIGH with specific reasoning
  5. Key metrics table: MC, holders, volume, buy/sell ratio
  6. Actionable insight: What this data means for the user's goal

Examples

Simple Example: Analyzing a New Launch

Input: "Analyze this pump.fun token: [MINT_ADDRESS]"

Output:

## $DOGE2 Analysis

Status: Pre-graduation, 34% to cap
Current MC: $23,400
Holders: 847
Created: 2h 15m ago

Holder Distribution:
- Top 10: 28% (healthy)
- Creator: 0.8% (good - small position)
- Largest holder: 4.2%

Volume (2h):
- Total: $45,000
- Unique buyers: 312
- Unique sellers: 89
- Buy/sell ratio: 3.5x (strong demand)

Social:
- Twitter: @doge2sol (2.1k followers, active)
- Telegram: 890 members, active chat

Risk: MEDIUM
+ Decentralized holding
+ Strong buy pressure
+ Active community
- Still early, could stall
- No utility beyond meme

Graduation ETA: ~45 min at current pace

Complex Example: Post-Graduation Dump Analysis

Input: "This token graduated but crashed 60%. What happened?"

Output:

## $CATCOIN Post-Graduation Analysis

Timeline:
- Graduation: 14:32 UTC (tx: [LINK])
- Peak MC: $142k (+105% from graduation)
- Current MC: $28k (-60% from peak)
- Time elapsed: 4h 23m

What happened:
1. Graduation sniped by 3 wallets buying $2k+ in first 5 blocks
2. Price pumped 105% in 20 minutes (FOMO + thin liquidity)
3. Sniper wallets dumped at peak (identified: [WALLET1], [WALLET2])
4. Cascade selling as retail panic exited

Holder changes (graduation → now):
- Top 10: 45% → 22% (snipers exited)
- Unique holders: 1,247 → 1,891 (+51%)
- Creator wallet: Still holding 0.5%

Current state:
- Liquidity: $11.2k (normal post-grad)
- Volume (1h): $8,400
- New buyers still entering (good sign)

Assessment:
This is a typical "graduation snipe + dump" pattern. The snipers have
largely exited. Current price may be closer to organic floor. Watch for:
- Stabilization around $25-35k MC
- Creator continued engagement
- New holder growth rate

Risk: MEDIUM-HIGH
The snipe dump is over, but recovery depends on community resilience.
Weekly Installs
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