Agent Skills by Jack_Zhu
Showing 43 vetted skills indexed across 1 GitHub repositories.
jandan138paper-write
Convert paper outlines into complete LaTeX manuscripts with sections, figures, and bibliography.
jandan138paper-poster
Converts compiled research papers into print-ready conference posters using tcbposter LaTeX templates.
jandan138proof-writer
Draft rigorous mathematical proofs for ML/AI theory into PROOF_PACKAGE.md.
jandan138formula-derivation
Assemble coherent derivation packages from scattered notes and assumptions.
jandan138training-check
Monitor WandB training metrics for anomalies and crashed runs.
jandan138vast-gpu
Provision on-demand vast.ai GPU resources by analyzing training tasks and managing lifecycle.
jandan138result-to-claim
Collect experiment results and route claim judgments via Codex MCP.
jandan138mermaid-diagram
Generate Mermaid diagrams from user requirements and verify syntax with Mermaid CLI.
jandan138semantic-scholar
Find published papers and venue metadata via the Semantic Scholar API.
jandan138system-profile
Profile Python scripts, processes, GPU workloads, and interconnect topologies into structured reports.
jandan138research-refine-pipeline
Chain research-refine with experiment-plan to generate a final proposal and experiment roadmap.
jandan138auto-review-loop-llm
Automates an end-to-end ML research review loop with cross-model critique and iterative fixes.
jandan138experiment-plan
Convert research proposals into claim-driven experiment roadmaps with execution sequencing.
jandan138idea-creator
Generate and rank actionable research ideas from a broad direction.
jandan138grant-proposal
Draft grant proposals for multiple funding agencies using topic-specific templates.
jandan138monitor-experiment
Monitor running experiments via SSH and Vast.ai, collecting screen session progress and JSON results.
jandan138research-pipeline
Orchestrate research lifecycles from idea discovery to submission-ready papers.
jandan138research-refine
Crystallize vague research directions into anchored problems and implementable plans.
jandan138ablation-planner
Design systematic ablation studies with feasibility checks and Ablation Plan outputs.
jandan138idea-discovery
Orchestrate literature survey, idea generation, novelty check, and review into an IDEA_REPORT.
jandan138paper-compile
Compile LaTeX projects into submission-ready PDFs with latexmk.
jandan138paper-slides
Convert compiled papers into Beamer slide decks and PPTX exports.
jandan138analyze-results
Analyze ML experiment results from JSON or CSV and generate statistics and comparison tables.
jandan138paper-figure
Generate publication-ready plots and LaTeX tables from structured experiment data.