Use this skill for "review this paper", "review this manuscript", "peer review", "review my paper", "critique this manuscript", "review this submission", "give me feedback on my paper", "check my methods", "review my statistics", "review as a peer reviewer", "evaluate this manuscript", "review this PDF", or mentions…
Machine-learning training and benchmarking on rented cloud GPUs: prebaked RunPod images that boot in seconds instead of minutes, pod lifecycle scripts, GPU selection and pricing ladders, and the provisioning pitfall catalog.
43 2d agoA
tokens not measured
originalBSD-3-Clause
This skill should be used when the user says "spin up a RunPod pod", "rent a GPU", "run this on a cloud GPU", "RunPod", "prebake a GPU image", "my pod takes 10 minutes to install", "boot-to-ready", "which GPU should I rent", "2x A100 or 1x H100", "is Modal cheaper", "multi-GPU pod", "fan out this grid across pods"…
Use this agent to autonomously validate a BIDS dataset, interpret validation errors, and suggest fixes. Triggers on "validate BIDS", "check BIDS compliance", "BIDS errors", "fix BIDS warnings", or when preparing a dataset for OpenNeuro/NEMAR submission.
Use this skill for "convert to BIDS", "BIDS format", "create BIDS dataset", "BIDS sidecar", "participants.tsv", "events.tsv", "EEG BIDS", "EMG BIDS", "MEG BIDS", "fMRI BIDS", "BIDS validator", "channel locations", "electrode positions", "BIDS metadata", or when the user wants to convert neuroscience data to Brain…
Use this skill for "search for papers", "find citations", "look up a DOI", "get BibTeX", "download PDF", "convert PDF to markdown", "find canonical papers", "convert identifiers", "batch download papers", "configure opencite", "literature review", "find related papers", "what papers cite this", "export references"…
This skill should be used when the user asks to "create a presentation", "make slides", "build a slide deck", "create a talk", "make a keynote", "create a Reveal.js presentation", "generate presentation slides", "make a conference talk", "create a lecture", "build a poster presentation", "create presentation JSON", or…
Use this agent to audit project dependencies for vulnerabilities, outdated packages, and compatibility issues. Triggers on "audit dependencies", "check for vulnerabilities", "update dependencies", "dependency security", or when reviewing project health.
Fresh-context PR reviewer invoked by the pr-review-toolkit skill. Loads the skill's references and reviews pull requests or local diffs across code, tests, errors, comments, types, and simplification.
Use this agent to autonomously prepare a project release by running pre-release checks, validating CI, checking test coverage, and verifying changelog. Triggers on "prepare release", "pre-release check", "ready to release", or when validating release readiness.
Use this skill when the user asks to "fan out agents", "spawn agents", "use an agent team", "parallel agents", "delegate to subagents", "act as team lead", "orchestrate implementation", "fan out teammates", or when a task decomposes into 2+ independent work items (parallel exploration, one implementer per issue, a…
This skill should be used when the user says "set up CI", "create GitHub Actions", "scaffold CI pipeline", "add CI/CD", "configure continuous integration", "create test workflow", "create release workflow", "add pre-commit hooks", "set up linting pipeline", "configure ruff in CI", "configure biome in CI", "add typo…
Use this skill when the user asks to "explore this codebase", "understand this repo", "map the architecture", "review our stack", "get up to speed", "break ground" on an unfamiliar project or research field, "what is the state of this project", "audit the architecture", or before planning changes in a codebase you…
Use this skill when the user asks to "debug", "find the root cause", "figure out why X fails", "investigate this bug", "this test is flaky", "the build broke", "production incident", "why is the output wrong", or when any observed behavior contradicts expected behavior. Covers the reproduce-isolate-prove-fix-verify…