Struct Intent 

pub struct Intent {
    pub id: String,
    pub label: String,
    pub terms: Vec<String>,
    pub members: Vec<String>,
    pub centroid: Option<Vec<f32>>,
    pub support: u32,
    pub seeded_support: u32,
    pub last_ts: u64,
    pub tools: BTreeMap<String, f32>,
    pub skills: BTreeMap<String, f32>,
    /* private fields */
}

One cluster: the queries it covers and the capabilities invoked after them.

label and terms are derived, not stored: they are computed from the members at read time and deliberately excluded from equality. c-TF-IDF scores a term against the other clusters, so a value frozen when this cluster was last written is wrong the moment another cluster appears.

Fields

id: String

Cluster id, unique within the graph. Opaque — it names a row.

label: String

Display name (the medoid member). Never affects ranking.

terms: Vec<String>

Distinguishing keywords. Never affects ranking.

members: Vec<String>

The texts this cluster covers — the match key.

centroid: Option<Vec<f32>>

Optional precomputed L2-normalized mean of the members’ embeddings. Absent when the producer clustered lexically.

support: u32

Confirmed search-then-invoke observations behind this cluster.

seeded_support: u32

How many of Self::support came from a seeding pass — a baseline capture or a trace replay — rather than from live serving traffic.

Provenance only: nothing reads it during ranking, and two graphs differing only here rank identically and compare equal. It exists so a caller can see how much of a cluster’s confidence rests on seeded evidence, and discount it if the seed turns out to have taught something wrong.

Invariant: seeded_support <= support, enforced on load. Omitted from the wire form when zero, so a live-only graph serializes byte-identically to one produced before this field existed.

last_ts: u64

Epoch-millis of this cluster’s most recent observation. Drives the recency factor and eviction; 0 (default) means “as old as the graph”.

tools: BTreeMap<String, f32>

Tool id → count of confirmed invocations. Orders the arm; the magnitude is discarded by the fusion.

skills: BTreeMap<String, f32>

Skill id → count of confirmed invocations. Orders the arm; the magnitude is discarded by the fusion.

Trait Implementations

impl Clone for Intent

fn clone(&self) -> Intent

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Intent

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for Intent

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for Intent

Identity is the evidence — members, centroid, support, edges. The derived display fields are ignored, so a graph compares equal to its own round-trip whether or not labels have been materialized.

fn eq(&self, other: &Self) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl Serialize for Intent

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

where __S: Serializer,

Serialize this value into the given Serde serializer.