Crate aprender_shell 

aprender-shell library

AI-powered shell completion trained on your history. This library exposes the core components for benchmarking and testing.

Hardening (v0.2.0)

This version includes hardening per aprender-shell-harden-plan.md:

• Error handling: ShellError type with graceful degradation
• Input validation: sanitize_prefix for safe input handling
• Security filtering: is_sensitive_command for credential protection

Re-exports

pub use config::suggest_with_fallback;

pub use config::ShellConfig;

pub use error::ShellError;

pub use history::HistoryParser;

pub use model::MarkovModel;

pub use paged_model::PagedMarkovModel;

pub use quality::apply_typo_corrections;

pub use quality::filter_quality_suggestions;

pub use quality::suggestion_quality_score;

pub use quality::validate_suggestion;

pub use security::filter_sensitive_commands;

pub use security::filter_sensitive_suggestions;

pub use security::is_sensitive_command;

pub use synthetic::SyntheticPipeline;

pub use validation::load_model_graceful;

pub use validation::sanitize_prefix;

pub use corpus::Corpus;

pub use corpus::CorpusError;

pub use corpus::CorpusResult;

pub use corpus::CorpusStats;

Modules

config

Configuration and resource limits for aprender-shell

corpus

Corpus management for synthetic shell command training

error

Error types for aprender-shell

history

Shell history file parsing

model

N-gram Markov model for command prediction

paged_model

Memory-Paged Markov Model for Large Shell Histories

quality

Suggestion quality validation and enhancement for aprender-shell

security

Security filtering for aprender-shell

synthetic

Synthetic data generation for shell completion training

trie

Trie data structure for fast prefix matching

validation

Input validation for aprender-shell