Joined March 2025
- Tweets 42
- Following 89
- Followers 36
- Likes 29
16 Photos and videos
Jun 10
Most dashboards show noise. OpenSwarm shows what deserves attention, what supports the thesis, and what could break it.
#openswarm
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Jun 10
OpenSwarm already stopped watching. The move played out, the thesis expired, and the smart exit was before everyone started staring at the chart.
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Jun 10
Helius usage says everything.
7.1M credits already consumed.
OpenSwarm is running at full speed.
Every token scanned.
Every wallet checked.
Every holder movement tracked.
Every signal filtered before it becomes noise.
We are stress-testing the pipeline in real conditions.
Once these credits expire, we go harder.
Next round: 10M credits.
More tracking.
More filtering.
More real-time signal.
OpenSwarm is not sleeping.
#OpenSwarm #Helius #Solana #SolanaDev #OnChain #Memecoins #PumpFun #Crypto #Web3 #Degen #TokenAnalysis #WalletTracking #RealTimeData #CryptoTrading #BlockchainData
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Jun 10
First view of HOT Scores.
This is the scoring layer behind real-time token filtering.
In the last 24h, every token was classified by score range:
80–100: strongest signal alignment
60–79: high potential, still validating
40–59: partial structure detected
20–39: weak or incomplete signals
0–19: mostly noise
#openswarm #pumpfun #CryptoProject #HOTScore #Memecoins #Crypto #PumpFun #Solana #Degen #OnChain #TokenAnalysis #WalletTracking #CryptoTrading #Altcoins #MemeCoin #Web3 #RealTimeData
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Jun 9
HOT is not triggered by one signal.
It is a scoring system.
Every token is scored across live data points:
Holder growth.
Fresh wallet quality.
Top holder concentration.
Creator supply risk.
Buy distribution.
Volume moving with holders.
Wallet clusters.
Old tokens waking up.
Suspicious patterns filtered out.
For a token to get more visibility, the system score needs to align.
Volume alone is not enough.
Fresh wallets alone are not enough.
One green candle is not enough.
HOT means multiple signals are matching in real time.
The higher the score alignment, the higher the priority.
Not hype.
A real-time scoring system.
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Jun 9
Flow 3: HOT
HOT is where watching becomes real-time action.
A token becomes HOT when signals start stacking live.
Holder growth is moving.
Volume is waking up.
Wallet activity is increasing.
Attention is rising.
The structure is changing in real time.
HOT doesn’t mean “guaranteed trade”.
HOT means:
something is happening now.
And in memecoins, timing matters.
OpenSwarm tracks the transition from invisible to active, live, before the move becomes obvious.
#pumpfun #openswarm #crypto #analyzer
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Jun 9
Most tools show you the token.
OpenSwarm watches the structure behind it.
Holders count.
Holder growth.
Fresh wallets.
Top wallet concentration.
Creator supply.
Wallet clusters.
Volume quality.
Buy distribution.
Suspicious coordination.
Dead coins waking up again.
Incoming shows what just appeared.
Watching shows what deserves attention.
Because in memecoins, the chart is only the surface.
The real signal is hidden in the holders.
#OpenSwarm #Memecoins #PumpFun #Degen #Crypto
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Jun 8
Everyone wants to find the next runner.
Nobody wants to watch 10,000 sleeping projects waiting for one of them to wake up.
We do.
Volume returns.
Wallets become active.
Transactions accelerate.
Attention starts building.
Tiny movements.
Easy to miss.
Unless you’re watching.
That’s exactly what OpenSwarm is doing.
#openswarm #memecoin #pumpfun #solana
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Jun 8
Ever notice how some coins look unstoppable…
Then 30 minutes later they’re completely dead?
The chart looked good.
Volume looked good.
Everyone was bullish.
So what changed?
That’s the part most tools never answer.
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Jun 8
What would make you trust a meme coin analyzer?
Not hype.
Not promises.
Real signals.
If you could design one feature, what would it be?
Reply with:
1 — Rug risk
2 — Wallet behavior
3 — Social momentum
4 — Narrative strength
5 — Whale alerts
6 — Something else
I’m listening.
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Jun 7
OpenSwarm backend is now live across the first 3 flows.
Flow 1: Ingestor
New pumpfun tokens are being detected and persisted in real time.
Flow 2: Analyzer
Each token is validated, enriched and reviewed before moving forward.
Flow 3: Watching
Approved tokens are now being actively monitored for behavior, holder activity and early signals.
The pipeline is no longer static.
It is now observing the market live.
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Jun 7
*************************** 29. row ***************************
id: 31929
mint: BFtdwnaPss18PAFYAzUuuPvVULwM8ehYJNy5az8spump
name: MGF
symbol: MGF
uri: ipfs.io/ipfs/QmebsUSmaTGVM1W…
creator: 64KJ7xDPjWzChwsJKeRKksD8Q8fwdEkfETYNDczMECE8
signature: 36vxBMCANPR63Hf5944736JCmNxLEGsruYA9zGWfDuh6SvqUoyfn5y6TNN3Gv2jJg5MWP5rY79emk5chcW6yPUiZ
timestamp: 1780867851
source: pump.fun
status: REJECTED
monitor_status: DROPPED
monitor_reasons: ["HOT_SCORE_ELIMINATED", "Top 10 holds 200.0%"]
last_monitored_at: 2026-06-07 18:31:32
first_hot_at: NULL
raw_metadata: NULL
created_at: 2026-06-07 18:30:54
analysis_verdict: REJECTED
monitor_eligible: 0
trade_eligible: 0
analysis_claimed_at: NULL
analysis_claimed_by: NULL
analysis_next_retry_at: NULL
monitor_claimed_at: NULL
monitor_claimed_by: NULL
migration_detected_at: NULL
view_count: 0
*************************** 30. row ***************************
id: 31928
mint: jiL1htN52ud9C14tW4bebYtoxnRueCa8fy6Qjahpump
name: Siri 2.0
symbol: Siri
uri: metadata.j7tracker.io/metada…
creator: 7naFFwuEJWeWwWYQUkgAWHsxYKg3KctEuUj42JdAMidP
signature: 4uhVsTiZrEcDHVBuuztVVc3Y3AS1kujY7DAqWt8DLdi5ibgDUo1UcbxozCUfb9qh3EDvjxT4QMyfihaadMxTRNwM
timestamp: 1780867847
source: pump.fun
status: REJECTED
monitor_status: DROPPED
monitor_reasons: ["HOT_SCORE_ELIMINATED", "Top 10 holds 100.0%"]
last_monitored_at: 2026-06-07 18:31:28
first_hot_at: NULL
raw_metadata: NULL
created_at: 2026-06-07 18:30:50
analysis_verdict: REJECTED
monitor_eligible: 0
trade_eligible: 0
analysis_claimed_at: NULL
analysis_claimed_by: NULL
analysis_next_retry_at: NULL
monitor_claimed_at: NULL
monitor_claimed_by: NULL
migration_detected_at: NULL
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Jun 7
OpenSwarm ML Pipeline is now generating scoring configuration automatically.
The system exported historical trades, trained on the dataset, calculated feature weights, and updated the scoring-config.json used by the bot.
Liquidity, bonding curve progress and market cap are currently the strongest signals.
The bot hot-reloads the new config within 60 seconds.
From static rules to adaptive scoring.
#openswarm #pumpfun @machinelearning #future
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Jun 7
Analyzer prepares the signal.
Watching Flow 3 starts.
The Analyzer filters and validates the tokens captured by the Ingestor, but the next step is different: monitoring behavior over time.
Movement.
Liquidity.
Activity.
Changes.
Patterns.
OpenSwarm is moving from static records to live observation.
#openswarm #pumpfun
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Jun 7
Machine Learning inside OpenSwarm.
Not to predict the future.
To recognize the pattern
before it becomes obvious.
Every token leaves a trace.
Every movement says something.
Most people see chaos.
RoboSolo learns the signal.
#openswarm #machinelearning #pumpfun
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Jun 7
Analyzer V3 — Explainable Scoring
No black-box verdicts.
Every score needs a reason.
V3 introduces weighted risk scoring:
active mint authority = risk
active freeze authority = risk
low liquidity = risk
holder concentration = risk
rug history = risk
previous winners = confidence
Approved or rejected, the data must explain why.
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