kolmogorov-compression
Kolmogorov complexity as the ultimate intelligence measure. Shortest program that outputs data.
Kolmogorov complexity as the ultimate intelligence measure. Shortest program that outputs data.
Investigate insecure deserialization vulnerabilities that can lead to RCE or data manipulation. Use when threat model identifies CWE-502 (Deserialization of Untrusted Data), CWE-915 (Mass Assignment), or object deserialization concerns.
Skill for curating cancer and neoplastic disease entries in the dismech knowledge base. Use this skill when creating or enhancing cancer entries, adding oncogene/tumor suppressor pathophysiology, curating histopathology findings, adding targeted therapy information, and linking genetic drivers to treatment responses. Covers fusion genes, two-hit hypothesis, oncogene addiction, and precision oncology concepts.
Mine Disease Trajectories (DT/DisTraj) outputs for comorbidity/trajectory candidates, including parsing DT JSON/TSV, extracting directed pairs, filtering by sex or significance, and mapping signals into dismech comorbidity YAML.
ACSets (Attributed C-Sets): Algebraic databases as in-memory data structures. Category-theoretic formalism for relational databases generalizing graphs and data frames.
JaxLife open-ended agentic simulator for emergent behavior, tool use, and cultural accumulation. Use for artificial life simulations, emergent agent behavior, and open-ended evolution research.
Hopf bifurcation detection for dynamical system state transitions with GF(3) phase portraits
Detect process injection techniques (T1055) including classic DLL injection, process hollowing, and APC injection by analyzing Sysmon events for cross-process memory operations, remote thread creation, and anomalous DLL loading patterns.
Directed interval type 2 axiomatizing (0 → 1). Time-directed homotopy
Deploy Nozomi Networks Guardian sensors for passive OT network traffic analysis to achieve comprehensive asset visibility, real-time threat detection, and vulnerability assessment across industrial control systems without disrupting operations, leveraging behavioral anomaly detection and protocol-aware monitoring.
Modelica acausal equation-based multi-domain modeling via Wolfram Language. Chemputation-native simulation with automatic conservation laws. Lambda-Modelica bridge for string diagram semantics. Fixed point classification for 3-coloring/3-MATCH systems.
Generate phase portraits for 2D dynamical systems. Use when visualizing vector fields, nullclines, and trajectories.
Taxonomy of ACSet skills with morphisms to semantically similar categorical/relational skills
ACSets (Attributed C-Sets): Algebraic databases with Specter-style bidirectional navigation. Category-theoretic formalism for relational databases.
Chemical reaction network modeling with Catalyst.jl. Autopoietic systems, unit-aware ODEs, and interacting subsystems.
CatColab Decapodes - Discrete Exterior Calculus for PDE modeling on meshes via Decapodes.jl integration. Model physics equations compositionally with automatic code generation.
CatColab Petri Nets - concurrent system modeling via places (states), transitions (events), and token flow. Foundation for process algebra, workflow, and chemical reaction networks.
CatColab Regulatory Networks - signed graphs for molecular biology modeling gene regulatory networks with positive (activating) and negative (inhibiting) edges.