statistical-problem-formulation
Formulate statistical research problems with formal notation, target parameters, assumptions, hypotheses, evaluation criteria, and theory targets.
13.81k repo starsObserved in 3 repos
Research
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statistical-theory-analysis
Analyze theoretical properties of statistical methods under the formal formulation: identifiability, bias, variance, consistency, asymptotics, coverage, error bounds, robustness, and limitations.
13.81k repo starsObserved in 3 repos
Research
gsmm-builder
Build or load a genome-scale metabolic model (GSMM) using COBRApy. Covers loading from BIGG, constructing minimal models from scratch, setting medium constraints, and exporting validated .json model files.
13.81k repo starsObserved in 2 repos
Development
statistical-method-design
Design statistical methods, baselines, diagnostics, variants, and ablations that directly address a formal problem formulation.
13.81k repo starsObserved in 2 repos
Research
get-api-docs
Use this skill to get documentation for third-party APIs, SDKs or libraries before writing code that uses them to ensure you have the latest, most accurate documentation. This is a better way to find documentation than doing web search. This includes when a user asks for tasks like "use the OpenAI API", "call the Stripe API", "use the Anthropic SDK", "query Pinecone", or any other time the user asks you to write code against an external service and you need current API reference. Fetch the docs with chub before answering, rather than relying on your pre-trained knowledge, which may be outdated because of recent changes to these APIs. Be sure to use this skill when the user asks for the latest docs, latest API behavior, or explicitly mentions chub or Context Hub. Ensure `chub` is available, run `chub --help`, then follow the instructions there.
13.79k repo starsObserved in 6 repos
Research
bloc-cubit
Use when working with Flutter Bloc/Cubit state management. Covers when to choose Bloc vs Cubit, how to use bloc and flutter_bloc together, lifecycle, testing, and safe defaults.
13.79k repo starsObserved in 1 repos
Development
cve-mitigation
Scan, triage, and remediate CVEs in the Gitpod monorepo. Use when asked to fix vulnerabilities, update dependencies for security, respond to CVE scan failures, or validate that dependency updates resolve known CVEs. Triggers on "fix CVE", "vulnerability scan", "security update", "dependency CVE", "grype scan", "leeway sbom", "CVE remediation", "update vulnerable dependency", "daily scan failure", "critical vulnerability".
13.75k repo starsObserved in 1 repos
DevOps & Security