Struct PatternLearner 

pub struct PatternLearner { /* private fields */ }

Learn new tool patterns from usage

Implementations

impl PatternLearner

pub fn new() -> Self

Create a new pattern learner with default threshold (3 observations)

pub fn with_threshold(threshold: u32) -> Self

Create a new pattern learner with custom promotion threshold

pub fn observe( &mut self, tool_name: String, command: String, category: ToolCategory, )

Observe a potential new tool pattern

This method records an observation of a tool being used in a specific context. When a tool reaches the promotion threshold, it can be promoted to a learned pattern.

pub fn promote_candidates(&mut self) -> Vec<LearnedPattern>

Promote candidates that meet the observation threshold to learned patterns

Returns a list of newly promoted patterns and removes them from candidates.

pub fn candidate_count(&self) -> usize

Get the current count of candidate patterns

pub fn save_to_cache(&self, learned_patterns: &[LearnedPattern]) -> Result<()>

Save learned patterns to cache directory

Errors

Returns an error if the cache directory cannot be created or the file cannot be written

pub fn load_from_cache() -> Result<Vec<LearnedPattern>>

Load learned patterns from cache

Errors

Returns an error if the cache file cannot be read or parsed

pub fn get_candidates(&self) -> Vec<&CandidatePattern>

Get all current candidate patterns (for debugging/inspection)

Trait Implementations

impl Clone for PatternLearner

fn clone(&self) -> PatternLearner

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for PatternLearner

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for PatternLearner

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for PatternLearner

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for PatternLearner

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.