PhD Collector
Finds supervisors, groups, funded positions and deadlines from official sources.
Verified Target CardPengyi PhD Team / Pitch Readiness
Ready to explain
the research direction.
One governed pipeline for discovering the right supervisors, validating fit, producing a truthful pitch, surviving the interview and developing into publishable research.
01One-page pitchDrafted
02Target CVReview
03Top 3 supervisorsEvidence gap
04RP outlineIn progress
05Mock interviewScheduled
Daily PhD Quest
Build evidence. Earn progress.
Verified local XP0/ 500
A click does not award XP. Record a non-sensitive Evidence ID, baseline and result, then pass Pengyi's Human Review. State remains local to this browser and never sends outreach.
10-Agent Report 001
Professor Chao Huang
& HKUDS.
Target fit, group trajectory, Pitch thesis, interview questions, paper pathway and a similar-group map across HKU, HKUST(GZ), CUHK-Shenzhen and SLAI.
Open the full reportTarget stateP0
Prepare target-specific pitch.
Verify opening before outreach.
Ten-Agent Operating Team
From discovery to development.
Each specialist owns one bounded decision artifact. No Agent may invent fit, send outreach, confirm meetings or submit research.
PhD Analyzer
Tests topic, method, supervision, resource and career fit without hiding mismatch.
Group Fit ReportPhD Future
Maps the field, group position, alumni outcomes, collaborators and scenarios.
Future PositioningPhD Writer
Produces target-specific pitch, RP, PS, email and follow-up drafts.
Reviewed Application PackPhD Interviewer
Runs hostile mocks and converts weak defenses into measurable corrections.
Interview ScorecardCampus Helper
Plans registration, living, research rhythm, health and campus integration.
Campus Integration PlanFuture Development
Evaluates industry, Quant, faculty, internship and founder pathways.
Development PathwayRelationship Agent
Prepares respectful meetings, coffee chats and group integration.
Approved Relationship PlanPaper Collector
Maps top-venue papers, code, datasets, benchmarks and open problems.
Literature & Venue MapPaper Writer
Turns reviewed gaps into questions, baselines, experiments and manuscripts.
Research & Manuscript PlanApplication Control
Evidence before outreach.
Target identities remain private. This public-safe view demonstrates only the operating contract.
Official source exists
Fit and mismatch reviewed
Human decision required
No autonomous send
StageRequired evidenceOwnerGate
DiscoverOfficial faculty, lab and program sourceCollectorDeduplicate
AnalyzeMethods, resources, mismatch and outcomesAnalyzer + FutureHuman shortlist
PrepareCV, pitch, RP, email and defensesWriter + InterviewerHuman send
EngageVerified reply, meeting and outcomeRelationshipHuman follow-up
Research Formation
Application-driven research,
not application theatre.
Supervisor diligence should produce a real literature map, open problem, reproducible baseline and evaluation plan. The Paper Agents turn target research into evidence before any novelty claim.
- 01Target direction
What problem does the group actually work on?
- 02Literature and projects
Which papers, code and benchmarks define the frontier?
- 03Research gap
What remains unresolved and measurable?
- 04Demo and evaluation
Can Pengyi reproduce a baseline and test one bounded idea?
- 05Human authorship
Humans own novelty, experiments, claims and submission.
Human-Controlled Academic Evolution
Warm support.
Hard evidence.
Prestige and topic keywords do not prove supervision fit.
Email, meetings and applications require Pengyi approval.
Contacts, drafts, transcripts and schedules stay private.
Sources, licenses, experiments and claims must be verifiable.