Dizzy_Slamer
Community@dz306271098
majoring in Instrument Science and Technology.
Agent Skills by Dizzy_Slamer
Showing 44 vetted skills indexed across 1 GitHub repositories.
dz306271098paper-poster
Convert a compiled paper into a print-ready A0/A1 conference poster using LaTeX and tcbposter.
dz306271098proof-writer
Draft rigorous mathematical proofs for ML/AI theory with explicit assumptions.
dz306271098formula-derivation
Construct stepwise derivations from scattered notes with labeled identities and propositions.
dz306271098training-check
Monitors WandB metrics to detect training issues and stop or adjust runs.
dz306271098vast-gpu
Analyze ML tasks to rent and manage vast.ai GPU resources.
dz306271098result-to-claim
Judge experimental results against intended claims and route next actions.
dz306271098mermaid-diagram
Convert user requirements into Mermaid diagram code with syntax validation.
dz306271098semantic-scholar
Fetch venue paper metadata with citations, DOI, and TLDR from Semantic Scholar.
dz306271098system-profile
Profile CPU, GPU, memory, or interconnect targets and generate structured performance reports.
dz306271098research-refine-pipeline
Automate research refinement and experiment planning into proposal and roadmap files.
dz306271098auto-review-loop-llm
Coordinate multi-round ML research reviews with OpenAI-compatible LLMs.
dz306271098experiment-plan
Translate research proposals into claim-driven experimental plans with run order and evaluation protocol.
dz306271098idea-creator
Generate and rank research ideas by feasibility, novelty, and impact.
dz306271098grant-proposal
Draft grant proposals from research ideas and literature across funding schemes.
dz306271098monitor-experiment
Aggregate live status, logs, and final results from SSH and Vast.ai experiment sessions.
dz306271098research-pipeline
Automate research pipelines from idea discovery to submission-ready papers.
dz306271098research-refine
Refine vague research directions into implementable plans through iterative GPT-5.4 reviews.
dz306271098ablation-planner
Designs ablation plans with components, tests, expected outcomes, and compute estimates for pass/fail projects.
dz306271098idea-discovery
Orchestrate an end-to-end idea discovery pipeline from literature survey to refinement.
dz306271098paper-compile
Compile multi-file LaTeX projects into submission-ready PDFs with automatic error fixes.
dz306271098paper-slides
Convert compiled academic papers into Beamer slide decks with speaker notes and PPTX export.
dz306271098analyze-results
Analyze ML experiment result files in JSON/CSV to compute statistics and compare models.
dz306271098deep-innovation-loop
Automate iterative ML method evolution with diagnosis, literature review, and logging.
dz306271098paper-figure
Generate publication-quality figures and LaTeX tables from JSON or CSV experiment results.