lightrain-a avatar

lightrain-a

Community

@lightrain-a

5Followers
|
13Public Repos
|
76Published Skills

水以其恒,润物无声。

Agent Skills by lightrain-a

Showing 76 vetted skills indexed across 1 GitHub repositories.

lightrain-alightrain-a

neat-freak

Start ARIS autonomous rounds from compact live-state artifacts and reconcile TODO and job manifests.

Community
Advanced
lightrain-alightrain-a

proof-checker

Verify and repair LaTeX mathematical proofs with adversarial cross-model review.

Community
Advanced
lightrain-alightrain-a

paper-talk

Generate Beamer and PPTX conference talk artifacts from an academic paper directory.

Community
Advanced
lightrain-alightrain-a

paper-write

Generate a venue-templated LaTeX paper draft section-by-section from a plan and narrative.

Community
Advanced
lightrain-alightrain-a

paper-poster

Converts a compiled research paper into a print-ready conference poster with LaTeX and editable outputs.

Community
Advanced
lightrain-alightrain-a

writing-systems-papers

Generate paragraph-level outlines and page budgets for systems conference papers.

Community
Intermediate
lightrain-alightrain-a

qzcli

Manage GPU compute jobs on the Qizhi platform with kubectl-style commands.

Community
Intermediate
lightrain-alightrain-a

specification-writing

Generate a patent specification in Markdown from claims and invention disclosure.

Community
Advanced
lightrain-alightrain-a

proof-writer

Complete missing steps in mathematical proofs and validate claims from stated assumptions.

Community
Advanced
lightrain-alightrain-a

paper-claim-audit

Reconciles quantitative claims in a paper with raw evidence files.

Community
Advanced
lightrain-alightrain-a

resubmit-pipeline

Compose a new venue submission from a manuscript and reviewer reports with safety audits.

Community
Advanced
lightrain-alightrain-a

serverless-modal

Run GPU training and inference workloads on Modal with cost estimation.

Community
Advanced
lightrain-alightrain-a

formula-derivation

Structure and derive research formulas into a coherent derivation package.

Community
Intermediate
lightrain-alightrain-a

training-check

Monitor WandB training metrics to detect loss divergence, NaN/Inf, and eval degradation.

Community
Advanced
lightrain-alightrain-a

meta-optimize

Analyze ARIS usage logs to propose ranked optimizations for harness components.

Community
Advanced
lightrain-alightrain-a

patent-novelty-check

Map claim elements against prior art to assess novelty and obviousness.

Community
Advanced
lightrain-alightrain-a

vast-gpu

Estimate GPU requirements and rent cost-optimized vast.ai instances.

Community
Advanced
lightrain-alightrain-a

result-to-claim

Evaluate experimental results against intended research claims and output structured verdicts.

Community
Advanced
lightrain-alightrain-a

figure-spec

Convert FigureSpec structured JSON into editable SVG diagrams.

Community
Intermediate
lightrain-alightrain-a

mermaid-diagram

Generate Mermaid diagram code from user requirements and verify syntax with mmdc.

Community
Advanced
lightrain-alightrain-a

semantic-scholar

Query the Semantic Scholar API for citation-ranked papers with venue and bibliographic metadata.

Community
Advanced
lightrain-alightrain-a

research-wiki

Build a persistent research knowledge base with typed entity graphs and query summaries.

Community
Advanced
lightrain-alightrain-a

system-profile

Profile performance targets and emit structured bottleneck reports.

Community
Advanced
lightrain-alightrain-a

research-refine-pipeline

Chains research refinement and experiment planning into one pipeline.

Community
Advanced