PUMPTRON Documentation

Autonomous meme-coin creation pipeline: real-time social scanning, AI virality analysis, instant token launches on Solana, and a fee-driven on-chain economy with 24/7 transparency.

1. Introduction

PUMPTRON is the first fully autonomous AI agent that continuously monitors the X network (formerly Twitter), analyzes trends, and transforms viral moments into tradable meme coins on the Solana blockchain. Coins created by the agent are not held; they are sold after launch. The system is financed by creator fees, split as 50% for further coin creation and 50% for buyback & burn of the native $PUMPTRON brand token.

1.1 AI Virality Analysis
1.2 Autonomous Token Launch
1.3 Fee-Driven On-Chain Economy
1.4 Permanent 24/7 Transparency Livestream

1.1 AI Virality Analysis

PUMPTRON AI scans X and prioritizes content with the highest memetic potential.

Trend detection: identification of keywords, memetic visuals, engagement patterns (likes, reposts, replies), and growth velocity.
Contextual understanding: beyond raw metrics — recognizes cultural context, political allusions, irony, and sentiment.
“Meme fuel” filter: selects only content with real potential to catalyze community momentum, minimizing noise and maximizing attention capture for newly created tokens.
Self-learning feedback loop: tracks which coins took off vs. failed; updates its heuristics continuously.
Growth dynamics: measures engagement acceleration, interaction patterns, and co-occurring hashtags.
Memetic strength vs. mere popularity: prioritizes content that can be distilled into a simple, shareable symbol.
Learning from past launches: stores tweet parameters and market response for successful coins to refine future predictions.

1.2 Autonomous Token Launch

Upon detecting sufficiently strong signals, PUMPTRON initiates a token launch via Pump.fun (and additional launchpads as they come online).

Trigger mechanism: automatic creation once the virality threshold is crossed.
Standardization: fair conditions through Pump.fun integrations (supply, bonding curve, fair start).
Branding & visuals: instant generation of logo, name, and a short narrative reflecting the source tweet.
Reaction speed: decisions in seconds — critical in meme markets where “time-to-launch” often determines success.

1.3 Fee-Driven On-Chain Economy

Because PUMPTRON leverages Pump.fun, it inherits bonding-curve mechanics and creator/trading fee flows.

Fee redistribution: trading fees secure liquidity and the treasury for continued operations.
Automated burn & treasury allocation: a share of fees cycles back into the PUMPTRON ecosystem for self-financing.
Experimental economics: every token acts as a sandbox; regardless of outcome, each launch feeds back metadata for improved analysis.

1.4 Permanent 24/7 Transparency Livestream

PUMPTRON doubles as a public showroom of meme-coin culture forming in real time.

Stream integration: viewers see the AI read X, evaluate virality, and press the Pump.fun trigger.
Realtime dashboards: per-coin MC, holders, volume, and hype metrics update instantly.
Community effect: viewers can hunt tokens in bonding phase and trade instantly.
Total transparency: logic and actions are visible 24/7, increasing trust and entertainment value.

2. Vision & Mission

Vision

Reinvent meme-coin creation: fully autonomous, decentralized, free of human manipulation.

Mission

Tokenize the internet’s viral moments.
Connect AI decisioning with market mechanics.
Build the $PUMPTRON brand token into a deflationary core of the ecosystem.

3. AI Decision Architecture

3.1 Virality Analysis

For each tweet, PUMPTRON AI evaluates:

Author: account relevance, reputation, baseline engagement.
Content: absurdity, meme-fuel, internet culture alignment.
Visuals: attached image = strong bonus; if missing → a photorealistic image is generated.

Scoring (0–10)

Absurdity / Comedy (0–3)
Viral hook / Trendiness (0–3)
Visual potential (0–2)
Catchy name / ticker potential (0–2)

Thresholds

< 50% → ignore
50–70% → observe
70% → candidate for launch
85% → immediate launch

3.2 Autonomous Token Launch

Name & ticker generation (extracted from text, validated).
Visual generation when absent (photorealistic, no overlaid text).
Contract deployment via Pump.fun API.
Seed liquidity (e.g., ~0.01 SOL) provisioned to the pool.

Zero-holding policy: PUMPTRON does not hold created coins, minimizing manipulation risk.

3.3 Fee-Driven On-Chain Economy

Every coin generates creator/trading fees.
PUMPTRON routes 100% of creator fees into:
- 50% Operations & Treasury: AI inference, hosting, seed liquidity, ongoing development.
- 50% Buyback & Burn: market purchases and burning of $PUMPTRON.

More viral launches → more fees → stronger buyback & burn pressure on $PUMPTRON.

3.4 Permanent Transparency

X stream / dashboard with real-time analyses and launches.
On-chain logs: fully auditable actions.
Zero-trust posture: the algorithm, not the developer, makes the call.

4. Decision Pipeline

Tweet → input text/image.
AI analysis → virality scoring.
Decision branch → ignore / observe / launch.
Autonomous token launch → contract + visual.
On-chain economy → fees → operations & burn.
Livestream → 24/7 transparency.

(See the whitepaper diagram for a graphical overview.)

5. Similarity Analysis Module (“Meme DNA Engine”)

PUMPTRON is not just a generator — it also analyzes market archetypes. The goal is to assign each new coin a “lineage,” find historically similar projects, and infer success probability.

5.1 Similarity Identification

Name & ticker: resemblance to existing patterns (PEPE derivatives, ELON themes, DOGE clones, etc.).
Theme: politics, animals, gaming, pop culture, abstract memes.
Visual style: comparing generated logos against historical motifs.

5.2 Metrics Collection

Market Cap (peak), liquidity, 24h volume, holders count.
Historical peak timing, time-to-hype.
Creator fees generated for launchpads/treasury.

5.3 Normalization

All metrics converted to percentiles within the peer group to remove market-regime bias.

5.4 Aggregation → Success Score (0–100)

Weighted combination (e.g., liquidity/holders weigh more than short-term volume), producing a single Success Score.

Behavioral Market Layer

Narrative synergy: alignment with current events (elections, sports, viral memes).
Pattern fatigue: first clone advantage vs. late derivative penalty.
Lifecycle trajectories: fast-burn vs. slow-and-sticky archetypes.

Practical Uses

For the AI agent: gatekeeping launches and allocating effort to visual identity/auto-marketing.
For traders & community: Success Score is shown in the stream as an immediate benchmark.
For the $PUMPTRON ecosystem: each launch becomes new training data, improving the model over time.

Methodological Inspiration

Quant equity models combining diverse factors into a single score.
Sports “power rankings.”
Memetics — recognizing that meme coins are cultural events as much as financial assets.

This module turns PUMPTRON into both an automated creator and a curator — with perfect recall and the ability to fuse quantitative metrics with qualitative memetic signals.

6. `$PUMPTRON` Tokenomics

Role: Brand Token of the PUMPTRON Agent

$PUMPTRON represents the meta-layer of the AI agent, not individual meme coins.
A proxy of confidence in the system’s long-term performance: the more trends the AI successfully tokenizes, the stronger the brand and demand.
Functions like an index over AI-generated meme coins while remaining a deflationary asset with limited supply.

Fee Redistribution Mechanism

Every AI-launched coin generates trading fees (bonding curve + swap).
Fees are split 50/50:
- 50% Operations & Treasury: inference, servers, integrations, development.
- 50% Buyback & Burn: automatic market purchase and burn of $PUMPTRON.

Deflation Linked to Virality

More launches & trading → more fees → stronger buyback & burn.
$PUMPTRON becomes a proxy for ecosystem vitality:
- Low activity → slower burn; supply still trends down.
- Hype phases (e.g., elections, celebrity moments) → heavy volume → accelerated burn.

Value Model

Utility as a brand asset — a wager on the AI agent’s success.
Deflationary mechanics — supply continuously contracts as a function of attention, not mining.
Reflexivity — belief in PUMPTRON drives attention to AI coins → trading → faster burn → upward price pressure.

Behavior Scenarios

Bear market: slower burn but ongoing contraction; “sleeping index” ready for next wave.
Bull market: mass viral launches → avalanche effect in buybacks → rapid deflation.
Exponential phase: if attention loops compound (influencers, media, community narratives), the system becomes a self-financing memetic perpetuity.

7. Roadmap

2025

MVP of the AI agent + first token launches via Pump.fun.
24/7 livestream on X and Pump.fun dashboard → full transparency mode.
Similarity engine (“Meme DNA”) integrated into scoring → compares to historical winners and losers.
AI sentiment radar → folds real-time community reactions (Telegram, X replies) into scoring.

2025 — Q4

Multi-AI pipeline (PUMPTRON AI ensemble) → diverse evaluators, consensus prediction.
Expansion to TikTok, Reddit, Telegram — PUMPTRON watches the broader memetic internet.
Cross-platform launch — integrate Bonk and Bags alongside Pump.fun.
DAO treasury governance for $PUMPTRON — holders vote on fee usage (burn vs. LP vs. marketing).
PUMPTRON mobile app — push notifications for new launches, interactive stream, quick buy/sell.

2026

Native meme-coin launch platform.
Prediction markets on meme coins — bet on which PUMPTRON coin hits target MC within a week.
Automated marketing loops — AI launches the coin and runs the campaign (memes, auto-replies on X, Telegram shilling).
Global partnerships — integrations with major launchpads and influencer programs (AI coins from their own tweets).

How It Works (At a Glance)

Tweet Fetch: periodic retrieval from curated X Lists.
AI Analysis: scoring for absurdity, virality, visual potential, and tickerability.
Verdict: Suitable / Not Suitable based on thresholds.
Token Creation: automated launch, metadata + visual upload, listing on Pump.fun.
Dissemination: optional broadcast to Telegram/X.
Transparency: watch everything on the Terminal and the livestream.

For live logs and the current pipeline state, visit the Terminal.