Jincheng Lou
Community@loujc · Beijing
My name is Jincheng Lou, I'm a phd candidate of EECS at Peking University. My research interest is AI for EDA.
Agent Skills by Jincheng Lou
Showing 32 vetted skills indexed across 1 GitHub repositories.
loujcpaper-write
Generate structured LaTeX paper sections from outlines and narrative sources.
loujcproof-writer
Generate formal ML/AI theory proofs with explicit assumptions and notation.
loujcresearch-refine-pipeline
Orchestrate research refinement and experiment planning into a final proposal and plan.
loujcauto-review-loop-llm
Loop reviewer and executor to score, critique, and rework ML research projects.
loujcexperiment-plan
Transform refined research proposals into structured experiment plans with claims and timelines.
loujcidea-creator
Generates and ranks research ideas with pilot plans and evaluation metrics.
loujcgrant-proposal
Draft structured grant proposals for multiple agency formats and reviewer expectations.
loujcmonitor-experiment
Monitor SSH sessions and collect experiment outputs and metrics.
loujcresearch-pipeline
Orchestrate autonomous research workflows from idea discovery to submission-ready papers.
loujcresearch-refine
Transform vague research directions into anchored, testable plans with validation artifacts.
loujcidea-discovery
Automate end-to-end idea discovery from broad topics to validated reports.
loujcpaper-compile
Compile LaTeX papers into PDFs and auto-fix common errors.
loujcanalyze-results
Parse JSON/CSV experiment results and compute metrics versus baseline.
loujcpaper-figure
Generate publication-quality figures and LaTeX-ready tables from JSON/CSV data.
loujcrun-experiment
Deploy and execute machine learning experiments on local or remote GPU environments.
loujcauto-review-loop
Automate iterative review cycles of research artifacts via Codex MCP until positive assessment.
loujcpaper-plan
Generate a section-by-section paper outline from narrative documents and experiment results.
loujcpixel-art
Generates scalable pixel-art SVG illustrations from natural language scene descriptions.
loujcfeishu-notify
Delivers Feishu/Lark notifications for ARIS events via webhook or interactive bridge.
loujcidea-discovery-robot
Orchestrate a robotics idea discovery workflow from problem framing to critical review.
loujcarxiv
Search arXiv by query or ID and summarize paper metadata and PDFs.
loujcexperiment-bridge
Implement ML experiments from EXPERIMENT_PLAN.md and deploy to GPUs.
loujcauto-review-loop-minimax
Automate multi-round external review loops for ML research using MiniMax.
loujcnovelty-check
Cross-check research methods against arXiv and conference literature for novelty.