NEUROAGENTICS / APPLICATION PREVIEWStart with a signal.
Start with a signal.
Ask a better question.
The first product is a market-research copilot. Try the current scripted guide, inspect a thesis, and explore the intended integration path.
ai16zzz / RESEARCH GUIDEChecking backend…THE CONNECTIONS COME NEXTOne research direction.
One research direction.
Several places to put it to work.
These are candidate integrations and proposed workflows, not available features or announced partnerships. Each needs its own implementation and validation.
| Application | Candidate integrations | What Eliza would do | Fly-inspired research question | Status |
|---|---|---|---|---|
| Market intelligence | DEX Screener, exchange data APIs, chain indexers | Gather observations and compare competing explanations. | Can a bounded policy identify when to investigate or abstain? | Proposed |
| Trading execution | Hyperliquid or other exchange adapters | Submit approved orders and explain the decision record. | Does the policy add value after fees, slippage, and drawdowns? | Conditional |
| Community agents | Discord, Telegram | Answer questions and deliver requested research briefings. | Could a separate ranking model improve relevance and escalation? | Proposed |
| Security triage | GitHub, monitoring and alerting platforms | Correlate alerts with changes and prepare incident summaries. | Can the model reduce false alarms without missing incidents? | Research track |
| Operations | Shopify, Airtable, inventory systems | Investigate stock and supplier events and prepare recommendations. | Does the policy remain useful when inputs are delayed or missing? | Research track |
| Research memory | Notion, Google Drive, document stores | Retrieve source material and assemble evidence-backed answers. | Could sparse representations improve retrieval quality or cost? | Research track |
FROM THIS DEMO TO A WORKING AGENTConnect. Measure.
Connect. Measure.
Then expand.
The first real integration would be an Eliza runtime with one read-only data source and a traceable research response. Fly-inspired inference would remain a separate experiment.
- Agent runtimeConnect a hosted Eliza service and an authorized model provider.
- Read-only toolsAdd one data adapter, permissions, provenance, and useful failure states.
- Policy experimentsCompare fly-inspired models against rules and conventional networks.
- Bounded actionsOnly add execution after task-specific evaluation and explicit authorization.