Exploring a white-box AGI architecture: metacognition (self-awareness loops), continual learning (knowledge flywheel), world models (conditional space + semantic spatiotemporal graphs), self-improvement (bootstrapping discipline), zero-LLM white-box pipelines, and auditable trust guardrails.
Skill Claude Code
A virtual-machine debugging skill for executing one instruction at a time. A virtual machine is a program that runs a compact instruction format instead of native machine code.
Skill Claude Code
A parser skill for reading tuple literals such as (item1, item2). A parser turns source text into a structured form that later compiler stages can use.
Skill Claude Code
A compiler-analysis skill for building a dominator tree. A node dominates another when every path from the program entry must pass through it first.
Skill Claude Code
A runtime trust check that allows or rejects an operation by comparing a trust value with a required threshold.
Skill Claude Code
A compiler-scope skill for finding which value a name refers to, checking inner scopes before outer scopes.
Skill Claude Code
A compiler optimisation skill that replaces small function calls with the function body itself; this is called inlining.
Skill Claude Code
A register-allocation skill for spilling a live variable to memory when the available processor registers are full.
Skill Claude Code
A compiler skill for reading number literals such as integers, decimal values, and hexadecimal values.
Skill Claude Code
A code-analysis skill for calculating cyclomatic complexity, a measure based on the number of decision points in code.
Skill Claude Code
A static-analysis skill for marking data as tainted and tracking where that mark propagates through code.
Skill Claude Code
A skill for connecting protocol-compiler token names to the instruction names used by another system.
Skill Claude Code
A lexer skill for checking whether text matches a keyword table and classifying a match as a keyword token.
Skill Claude Code
A skill for loading compiled bytecode from a .pbc file, which stores a program in a form a runtime can execute or process.
Skill Claude Code
A peephole-optimisation skill that examines short sequences of instructions and replaces known redundant patterns with simpler ones, such as PUSH 0 followed by ADD.
Skill Claude Code
A coverage skill that marks or reports how much of a set of instructions is covered by tests. Test coverage is a measure of which code paths tests exercise.
Skill Claude Code
A register-allocation skill that assigns program variables to a small number of fast processor storage locations, moving some values to memory when needed.
Skill Claude Code
A bracket-matching skill that checks whether parentheses, square brackets, and braces open and close in the right order, including nested pairs.
Skill Claude Code
An instruction-selection skill that translates an intermediate representation, or IR, into instructions for a target processor. IR is a compiler's machine-independent form of a program.
Skill Claude Code
A tail-call-optimisation skill that replaces a final function call with a jump when possible. A tail call is a call that is the last operation in the current function.
Skill Claude Code
A cycle-detection skill that checks a directed graph for loops using depth-first search, a method that follows each path before backtracking.
Skill Claude Code
An instruction-fusion skill that combines certain neighbouring machine instructions into one equivalent instruction, such as replacing LOAD followed by STORE with MOV.
Skill Claude Code
An active-variable analysis skill that identifies whether a variable's current value will be used later. A variable with no later use is dead at that point.
Skill Claude Code
A call-graph skill that maps which functions call which other functions. A call graph is a network whose nodes are functions and whose links represent calls.
Skill Claude Code
A top-level compiler that turns a list of program statements into bytecode, a lower-level instruction format for execution.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: