Agent Skills by lightrain-a
Showing 76 vetted skills indexed across 1 GitHub repositories.
neat-freak
Start ARIS autonomous rounds from compact live-state artifacts and reconcile TODO and job manifests.
proof-checker
Verify and repair LaTeX mathematical proofs with adversarial cross-model review.
paper-talk
Generate Beamer and PPTX conference talk artifacts from an academic paper directory.
paper-write
Generate a venue-templated LaTeX paper draft section-by-section from a plan and narrative.
paper-poster
Converts a compiled research paper into a print-ready conference poster with LaTeX and editable outputs.
writing-systems-papers
Generate paragraph-level outlines and page budgets for systems conference papers.
qzcli
Manage GPU compute jobs on the Qizhi platform with kubectl-style commands.
specification-writing
Generate a patent specification in Markdown from claims and invention disclosure.
proof-writer
Complete missing steps in mathematical proofs and validate claims from stated assumptions.
paper-claim-audit
Reconciles quantitative claims in a paper with raw evidence files.
resubmit-pipeline
Compose a new venue submission from a manuscript and reviewer reports with safety audits.
serverless-modal
Run GPU training and inference workloads on Modal with cost estimation.
formula-derivation
Structure and derive research formulas into a coherent derivation package.
training-check
Monitor WandB training metrics to detect loss divergence, NaN/Inf, and eval degradation.
meta-optimize
Analyze ARIS usage logs to propose ranked optimizations for harness components.
patent-novelty-check
Map claim elements against prior art to assess novelty and obviousness.
vast-gpu
Estimate GPU requirements and rent cost-optimized vast.ai instances.
result-to-claim
Evaluate experimental results against intended research claims and output structured verdicts.
figure-spec
Convert FigureSpec structured JSON into editable SVG diagrams.
mermaid-diagram
Generate Mermaid diagram code from user requirements and verify syntax with mmdc.
semantic-scholar
Query the Semantic Scholar API for citation-ranked papers with venue and bibliographic metadata.
research-wiki
Build a persistent research knowledge base with typed entity graphs and query summaries.
system-profile
Profile performance targets and emit structured bottleneck reports.
research-refine-pipeline
Chains research refinement and experiment planning into one pipeline.