13 instruction files for AI agents, collected from karsten-s-nielsen/mad-scientist-skills. Install any of them at an exact version with mdr add karsten-s-nielsen/mad-scientist-skills/<name>.
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/architecture-audit/SKILL.md · Comprehensive architecture audit with two modes and a single tier (beta). Planning mode evaluates architectural…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/c4/SKILL.md · Creates interactive C4 model architecture diagrams using Structurizr DSL — the official C4 notation by Simon Brown…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/cognitive-interface-audit/SKILL.md · Comprehensive cognitive interface audit with two modes and a single tier. Planning mode designs task models, user…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/documentation-audit/SKILL.md · Comprehensive documentation audit with two modes and a single tier. Planning mode designs documentation strategy…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/final-review/SKILL.md · Pre-commit quality gate — reviews all code and documentation for consistency, best practices, and completeness, then…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/measure-before-optimize/SKILL.md · Pre-change measurement gate for perf-sensitive functions. Use BEFORE modifying any function that has a pytest-benchmark…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/observability-audit/SKILL.md · Comprehensive observability audit with two modes and two tiers (beta). Planning mode designs telemetry strategy…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/optimization-audit/SKILL.md · Comprehensive optimization audit with two modes and a single tier. Planning mode designs performance strategy, capacity…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/research-discipline/SKILL.md · Use when designing or validating a quantitative metric, model, or ranking, when pre-registering an analysis, or before…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/security-audit/SKILL.md · Comprehensive security audit with two modes and two tiers. Planning mode reviews architecture for security gaps (STRIDE…
karsten-s-nielsen/mad-scientist-skills · plugins/mad-scientist-skills/skills/unbiased-review/SKILL.md · Use when reviewing a spec, plan, or implementation produced by another session - verifies its claims against the actual…