Host-agnostic, industry-agnostic catalog of harnesses, knowledge objects, logic & rule packs, tools, pipelines, processors, personas, model adapters, rubrics, datasets, and benchmarks for AI-assisted systems. Emits to Croissant, MCP, Agent Skills, HF cards, CycloneDX-ML, OpenLineage, and more.
npx skills add taylor-s-amarel/open-harness-hubHost-agnostic, industry-agnostic catalog of harnesses, knowledge objects, logic & rule packs, tools, pipelines, processors, personas, model adapters, rubrics, datasets, and benchmarks for AI-assisted systems. Emits to Croissant, MCP, Agent Skills, HF cards, CycloneDX-ML, OpenLineage, and more.
An MCP (Model Context Protocol) server that exposes .NET code coverage tooling as callable tools for AI assistants such as Claude Code or Gemini CLI
Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape. Use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities.
One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents
Dockerfile and compose.yml for Claude Code with LiteLLM proxy
Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the user mentions "MVP scope", "validated learning", "pivot or persevere", "vanity metrics", "test assumptions", "innovation accounting", "build-measure-learn", or "minimum viable experiment". Also trigger when deciding what to include in a first version, measuring startup progress, or evaluating whether to change direction on a product bet. Covers innovation accounting and actionable metrics. For 5-day prototype testing, see design-sprint. For customer motivation analysis, see jobs-to-be-done.
Claude Code skill: Generate polished HTML presentation slides from technical analysis. Translates ML jargon, produces 3 versions, with optional adversarial accuracy review.