PRPRDT

Pengyi Research Development Team

Research intelligence as a five-agent arena.

PRDT converts open-source projects, papers, reports and real-time signals into evidence, Research Graph links, contradictions, hypotheses, experiments and PFICC domain updates.

Enter Agent Pages View Graph Engine
Evidence Pipeline SOURCES -> EVIDENCE -> GRAPH -> HYPOTHESIS -> PFICC
Open Source
Papers
Reports
Real-Time
Synthesis

Five Agent Pages

Collectors gather evidence. Synthesis decides what deserves experiments.

Nox, the PRDT Open Source Agent under a blue sky

Open Source Agent / black silk command look

Nox reviews repos as reusable engineering evidence.

She checks domain fit, architecture, license, reproducibility, data dependency, code quality and integration value.

  • Reference / Fork / Integrate / Reject
  • Benchmark path required
Lyra, the PRDT Paper Agent under a blue sky

Paper Agent / white satin research look

Lyra turns papers into experiments.

She moves from thesis to formula, reproduction, backtest, module candidate and production decision.

  • Paper -> thesis -> method
  • Reproduction before belief
Serra, the PRDT Report Agent under a blue sky

Report Agent / sky-blue technical look

Serra separates facts from narrative.

She extracts assumptions, forecasts, trade ideas, risks and contradicting evidence from market research.

  • Fact / opinion split
  • Market-view evidence card
Astra, the PRDT Real-Time Agent under a blue sky

Real-Time Agent / pearl vinyl signal look

Astra ranks events by impact.

She maps new events to affected assets, factors, curves, conclusions and existing hypotheses.

  • P0-P3 event severity
  • Research-state update proposal
Vega, the PRDT Synthesis Agent under a blue sky

Synthesis Agent / graphite leather graph look

Vega builds the Research Graph.

She fuses evidence, finds associations, detects contradictions, generates hypotheses and routes experiments to PFICC.

  • Association Engine
  • Contradiction Engine
  • Hypothesis -> Experiment Queue

Research Graph

Association over summarization. Contradiction is valuable.

PRDT tracks support, contradiction, dependency, implementation, invalidation and test relationships across research objects.

PaperRepoEventConclusionHypothesisExperiment

First proving ground

PFICC consumes PRDT. It does not embed PRDT internals.

Rates pilot

Yield curve, carry, roll-down, momentum, liquidity and regime research.

v0.1 Run

4 evidence objects, 1 association, 1 contradiction, 1 hypothesis and 1 PFICC experiment from synthetic/internal fixtures.

Human Review

Production strategy, allocation, external publication, client data and investment advice stay human-gated.

Status

Runnable architecture, bounded claims.

Live source quality and market impact remain UNMEASURED until benchmark cards prove them.