Agent Skills by changdao
Showing 43 vetted skills indexed across 1 GitHub repositories.
Lingrongyepaper-write
Generate a compilable LaTeX project from a paper outline.
Lingrongyepaper-poster
Generate a conference poster PDF with PPTX and SVG assets from a compiled LaTeX paper.
Lingrongyeproof-writer
Draft rigorous mathematical proofs for ML/AI theory claims.
Lingrongyeformula-derivation
Compile scattered theory notes into a coherent derivation package.
Lingrongyetraining-check
Monitor WandB metrics during model training to detect anomalies.
Lingrongyevast-gpu
Automate renting, managing, and destroying vast.ai GPU instances for ML training.
Lingrongyeresult-to-claim
Evaluate experimental results against claims and route to pivot, supplement, or confirm.
Lingrongyemermaid-diagram
Generate Mermaid diagrams from requirements and validate syntax with Mermaid CLI.
Lingrongyesemantic-scholar
Query the Semantic Scholar API for venue papers with citation counts and metadata.
Lingrongyesystem-profile
Profile Python scripts, processes, GPU workloads, and memory to generate performance reports.
Lingrongyeresearch-refine-pipeline
Chains research refinement and experiment planning into one workflow.
Lingrongyeauto-review-loop-llm
Automate iterative ML research review loops with configurable LLM providers.
Lingrongyeexperiment-plan
Convert research proposals into claim-driven experiment plans with defined outputs.
Lingrongyeidea-creator
Generate and rank publishable research ideas from a broad direction.
Lingrongyegrant-proposal
Draft structured grant proposals with agency-specific formatting and budget placeholders.
Lingrongyemonitor-experiment
Monitor running experiments via SSH and collect JSON results.
Lingrongyeresearch-pipeline
Automate the research lifecycle from idea discovery to manuscript submission.
Lingrongyeresearch-refine
Refines a research direction into a concrete, implementation-ready plan.
Lingrongyeablation-planner
Design ablation plans that isolate component contributions for paper submissions.
Lingrongyeidea-discovery
Generates a research-ready report with ranked ideas and refined proposals from a text description.
Lingrongyepaper-compile
Compile LaTeX projects to PDF and repair common compilation errors.
Lingrongyepaper-slides
Generate Beamer and PPTX slides with speaker notes from research papers.
Lingrongyeanalyze-results
Analyze JSON/CSV ML experiment outputs to compute statistics and generate comparison tables.
Lingrongyepaper-figure
Generate publication-ready figures and LaTeX tables from JSON/CSV data.