Use when: (1) Competing in ONNX-based competitions (NeuroGolf, model compression), (2) Need to design minimal neural networks as ONNX…
Renames projects and content with dense, meaningful ontological titles that describe essence and function.
Use when applying encapsulation and information hiding principles in object-oriented design.
Use when implementing polymorphism and interfaces in object-oriented design.
Use when deciding what rides along with an OOPSLA submission beyond the 23-page body — appendices, full proofs or mechanizations, extended…
Orchestrate an Open Notebook release — changelog audit, risk-based A/B/C test matrix, Docker image gate (fresh + upgrade), fix loop via…
Push a finished branch and open its pull request with a complete, QA-ready body.
Audits project dependencies for open-source license compatibility and compliance risks across multiple distribution models.
Evaluates and optimizes open-source GitHub repositories to maximize user adoption, onboarding speed, and project engagement.
Formulates actionable GitHub star growth strategies covering repository diagnostics, channel selection, content hooks, and execution plans.
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence…
Manage issues, projects & team workflows in Linear.
Publish and manage research papers on Hugging Face Hub.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that…
Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request
Use when the user asks about academic literature, research papers, scholarly works, authors, citations, institutions, journals, or any…
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns.
Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards.
Generate TypeScript types and client SDKs from OpenAPI specs
Repurpose and atomize content across platforms and formats.
Manage OpenClaw GitHub Actions and Blacksmith CI capacity, runner-registration budgets, fanout caps, main-push single-flight, shard…