Research fit and collaboration
PI-specific emphasis, research questions, methods and next experiments.
PENGYI PRESENTATION TEAM / PHASE I
PPPT turns research, systems, and working artifacts into presentations built for a specific audience and a specific next conversation.
01 / MISSION
A CV compresses evidence. A website supports asynchronous exploration. A presentation creates a synchronous narrative.
PPPT owns that interface from brief to Human-approved release.
02 / FOUR-AGENT TEAM
Each role has a bounded responsibility and a required artifact. Select an agent to inspect the contract.
03 / PRODUCTION LOOP
Audience, outcome, context, time and format.
Thesis, opening, sequence, transitions and close.
Primary artifacts, confidence, gaps and provenance.
Hierarchy, visuals, readability and rendered QA.
Target-specific emphasis without changing truth.
Only approved work becomes sendable.
04 / PRESENTATION MATRIX
PI-specific emphasis, research questions, methods and next experiments.
Role-specific systems, code boundaries, benchmarks and open-source outcomes.
Market context, product proof, technical edge, team and the decision requested.
Lightning, standard and deep technical variants from the same research source.
05 / CURRENT TARGET DECK
A professor-facing narrative that turns the canonical CV into a research identity, evidence map, proposed agenda, and bounded first collaboration.
06 / TEMPLATE FAMILIES
Templates constrain rhythm and evidence placement. The narrative is rebuilt for the audience.
07 / ARCHITECTURE
08 / OUTSOURCING
PPPT can export a structured brief to an external provider, then audit the returned draft for narrative fidelity, evidence integrity, editability, provenance and time fit.
Generate an outsourcing brief09 / REPOSITORY STATUS