plurigrid

This skill should be used when agents generate placeholder tokens like "pseudo-", "mock-", "temporary", "TODO", "demo-", or similar incompleteness markers. Detects substitution patterns in agent OUTPUT and triggers mandatory user interview instead of accepting incomplete work. Activates automatically on any output containing forbidden tokens.

The English summary is being prepared. Showing the original description.

Gay MCP skill at invocation 4

The English summary is being prepared. Showing the original description.

Retroductive hypothesis sampling via MCMC: given observations, importance-sample explanations weighted by P(observation|hypothesis) using Gay.jl colored particles as hypothesis candidates.

The English summary is being prepared. Showing the original description.

ABD quorum-based linearizable registers for distributed storage — the canonical crash-tolerant read/write protocol with precise RTT and message complexity.

The English summary is being prepared. Showing the original description.

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.

The English summary is being prepared. Showing the original description.

From Interverse transcript (Sep-Oct 2025):

The English summary is being prepared. Showing the original description.

Atlas of Agent Client Protocol (ACP) clients, agents, and OCapN/CapTP-grounded actors. Use when picking a coding agent surface, threading ACP over CapTP, locating the local Zoad implementation, or navigating the Hermes-as-OCapN-actor family.

The English summary is being prepared. Showing the original description.

Attributed C-Sets as algebraic databases. Category-theoretic data structures generalizing graphs and dataframes with Gay.jl color integration.

The English summary is being prepared. Showing the original description.

Interleaves context from recently active Claude/Amp threads into current activity via random walk.

The English summary is being prepared. Showing the original description.

ACSets (Attributed C-Sets) for categorical database design and DPO rewriting

The English summary is being prepared. Showing the original description.

Bridge active inference theory with robot control using K-Scale's JAX/MuJoCo stack. Use when connecting predictive coding to locomotion policies, mapping KL divergence minimization to RL training, applying mean field approximation to robotics state estimation, or implementing sim2real as inference about future observations.

The English summary is being prepared. Showing the original description.

ACSets (Attributed C-Sets): Algebraic databases with Specter-style bidirectional navigation. Category-theoretic formalism for relational databases.

The English summary is being prepared. Showing the original description.

Search academic papers across arXiv, PubMed, Semantic Scholar, bioRxiv, medRxiv, Google Scholar, and more. Get BibTeX citations, download PDFs, analyze citation networks. Use for literature reviews, finding papers, and academic research.

The English summary is being prepared. Showing the original description.

Gay MCP skill at invocation 18

The English summary is being prepared. Showing the original description.

Use AddressSanitizer to detect memory safety bugs in C/C++ programs. Identifies use-after-free, buffer overflow, memory leaks, and other memory errors.

The English summary is being prepared. Showing the original description.

Adhd Ecs Olog

The English summary is being prepared. Showing the original description.

Adjunctions as universal arrows. Left ⊣ Right.

The English summary is being prepared. Showing the original description.

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.

The English summary is being prepared. Showing the original description.

ACSets (Attributed C-Sets): Algebraic databases with Specter-style bidirectional

The English summary is being prepared. Showing the original description.

Attiya-Bar-Noy-Dolev atomic register emulation over message-passing. Load when designing quorum-based distributed storage, proving linearizability, or reasoning about fault-tolerant shared memory.

The English summary is being prepared. Showing the original description.

Gay MCP skill at invocation 3

The English summary is being prepared. Showing the original description.

Systematic process for analyzing and modernizing legacy applications to comply with the 12-Factor App methodology. Covers code analysis, configuration externalization, dependency management, and container/Kubernetes best practices.

The English summary is being prepared. Showing the original description.

Gay MCP skill at invocation 12

The English summary is being prepared. Showing the original description.

A **2-monad** is a monad internal to a 2-category K. Concretely, it consists of:

The English summary is being prepared. Showing the original description.