Decompose complex domains into ranked independent generators explaining observed phenomena.
npx skills add https://github.com/Dante-dan/dan-skills --skill ljg-rank-dante-dan
Please help me install this Agent Skill. Skill: ljg-rank Source: https://github.com/Dante-dan/dan-skills/tree/main/vendor-backup/ljg-rank Command: npx skills add https://github.com/Dante-dan/dan-skills --skill ljg-rank-dante-dan
This Skill helps users reduce complex domains into a small set of independent generators that explain and recreate observed phenomena.
Ask the ljg-rank skill to find the irreducible generators behind the domain of artificial intelligence.
High-intent search queries and answers about installing and using this skill.
Generative analysis tests candidate generators through completeness, minimality, independence, and prediction criteria. This structured evaluation identifies the few fundamental mechanisms driving visible patterns, ensuring theoretical soundness in conceptual decomposition and theory building tasks.
You can analyze business models, technology fields, or research areas to discover fundamental mechanisms. The skill applies generative analysis to evaluate independent generators, producing a ranked domain analysis that explains the driving forces behind any specified topic.
Generative analysis is needed when reducing complex domains into independent generators for theory building. It applies when you must test candidate forces through completeness, minimality, independence, and prediction criteria to explain observed phenomena.
Domain analysis suits any analytical task involving conceptual decomposition and theory building. It is effective for evaluating business models, technology fields, and research areas by identifying the minimum set of underlying forces that support the entire topic.
A limitation is the strict requirement for minimality and independence. If candidate forces fail the completeness or prediction criteria, the resulting decomposition may not fully explain or recreate the complex observed phenomena within the target domain.
notqueIdentify candidate subdomains and map them to pipeline concepts.
rysweetAnalyzes social phenomena using sociological frameworks such as structural- unctionalism, conflict theory, and symbolic interactionism.
xfs96192Identify irreducible generators and rank for a given domain.
SayBGMGuide architectural decisions through assumption auditing, trade-off evaluation, and bias detection.
