Understand the story.
Test the signal.
A searchable record of tokens, their narratives, and the evidence behind them.
Research mode, not a trading signal. Public profiles are a sample, not all Pump.fun launches. Source claims are unverified. Missing histories stay unknown.
Theme map
Overlapping, evidence-linked labels in your database.
Search a narrative, not just a ticker.
Recent evidence and older precedents are retrieved separately. The retrieval log shows which records were selected.
Does the story add predictive value?
Compare meta and narrative features against market-and-timing baselines. No trainable outcome is invented.
Token database
Open a record to inspect its sources, timestamps, narrative and market observations.
| TOKEN / ADDRESS | THEMES | OBSERVED CAP | LIQUIDITY | LABEL METHOD |
|---|
Narrative research
Search every stored record. The 90-day window never deletes the archive.
Make the archive useful.
Results include exact token identifiers and source references. No older matches means insufficient evidence—not proof of a new meta.
Idea reports
Build a small candidate batch from stored evidence, retrieve similar records, reject duplicates, and save the result.
No report generated
The report will show source freshness, evidence IDs, closest stored concepts, rejection cases, and export links.
Learning lab
Two working ML paths: exploratory clustering and time-separated outcome prediction.
Discover candidate themes
TF-IDF + MiniBatchKMeans groups source text by shared vocabulary. These are candidate groups, not confirmed market metas.
Test Meta + Narrative + Timing
Predict an observed $1M cap crossing in the next 7 days, with ≥$10K liquidity. Chronological holdout and a full outcome-window purge.
Decision time is the first eligible observation—not necessarily launch. Negative outcomes require a complete-history attestation. Snapshot polling alone is not enough.
No result loaded
Training requires mature real outcomes. Synthetic tests are isolated and never presented as market evidence.
Data & sources
Store the evidence once. Reuse it for classification, retrieval and experiments.
Public discovery
Fetch the latest Solana profiles and current most-liquid-pair snapshots from DEX Screener. Not an exhaustive launch scanner.
Label source text
Local labels are deterministic keyword rules. Full LLM extraction is an explicit CLI option requiring your own API key.
Import historical evidence
Upload JSON or JSONL using the documented event schema. For larger imports, use the CLI. Synthetic uploads are rejected here.
Known boundaries
X post text can be imported; automatic X ingestion is not connected. Live inference and live snapshot refresh require network access. No wallet, trading or token-launch actions exist in this app.
Full API schemas: local API reference ↗. Detailed import format and architectural limits are in the included README.