Add call hooks for series and push

Introduces `CallHooks` to enable extensions to the type inference and
AST finalization process. This allows for more dynamic and configurable
behavior without hardcoding symbol names in the compiler core.

Specifically, this commit adds:

- **`series_post_call`**: A hook for the `(series n)` function. It
  ensures that the return type is a fresh `TypeVar` when the element
  type is `Any`, allowing for proper type inference from subsequent
  `push` calls.
- **`series_finalize`**: A hook for `(series n)` that rewrites the AST
  node. It replaces the generic `series` call with a pre-configured
  factory closure that allocates the correct series storage type (e.g.,
  `ScalarSeries<f64>` for floats, `RecordSeries` for records). This
  avoids runtime dispatch and relies on type information captured during
  compilation.
- **`push_post_call`**: A hook for the `(push series val)` function. It
  unifies the series element `TypeVar` with the pushed value's type. It
  also handles numeric and record field promotion and updates the
  `TypeVar` binding if a promotion occurs.

src/ast/compiler/analyzer.rs

@@ -2,7 +2,7 @@ use crate::ast::nodes::{
     Address, AnalyzedNode, GlobalIdx, IdentifierBinding, Node,
     NodeKind, NodeMetrics, TypedNode, TypedPhase,
 };
-use crate::ast::types::{Identity, Purity};
+use crate::ast::types::{Identity, Purity, Value};
 use std::collections::{HashMap, HashSet};
 use std::rc::Rc;
 
@@ -70,7 +70,12 @@ impl<'a> Analyzer<'a> {
         let mut is_recursive = false;
 
         let (new_kind, purity) = match &node.kind {
-            NodeKind::Constant(v) => (NodeKind::Constant(v.clone()), Purity::Pure),
+            // Propagate the declared purity of function constants so the constant
+            // folder does not evaluate impure factory closures at compile time.
+            NodeKind::Constant(v) => {
+                let purity = if let Value::Function(f) = v { f.purity } else { Purity::Pure };
+                (NodeKind::Constant(v.clone()), purity)
+            }
             NodeKind::Nop => (NodeKind::Nop, Purity::Pure),
 
             NodeKind::Identifier { symbol, binding } => {

src/ast/compiler/call_hooks.rs

@@ -0,0 +1,65 @@
+use std::collections::HashMap;
+use std::rc::Rc;
+
+use crate::ast::diagnostics::Diagnostics;
+use crate::ast::nodes::{Address, NodeKind, TypedNode, TypedPhase, VirtualId};
+use crate::ast::types::StaticType;
+
+/// Gives a call-hook read/write access to the current scope's slot types without
+/// exposing `TypeContext` internals.
+pub trait TypeSlotAccess {
+    fn get_slot_type(&self, addr: Address<VirtualId>) -> StaticType;
+    fn set_slot_type(&mut self, addr: Address<VirtualId>, ty: StaticType);
+}
+
+/// Gives a call-hook access to the type-checker's core inference operations without
+/// depending on the concrete `TypeChecker` type (avoids a circular module dependency).
+pub trait TypeInferenceAccess {
+    /// Allocate a fresh unique `TypeVar`.
+    fn fresh_var(&self) -> StaticType;
+
+    /// Unify two types, recording the substitution. Emits a diagnostic on conflict.
+    fn unify(&self, a: StaticType, b: StaticType, diag: &mut Diagnostics);
+
+    /// Directly bind a `TypeVar` ID to a resolved type in the substitution map.
+    fn bind_typevar(&self, id: u32, ty: StaticType);
+
+    /// Apply the current substitution to a type, resolving all known `TypeVar`s.
+    fn apply_subst_ty(&self, ty: StaticType) -> StaticType;
+
+    /// Int/Float numeric-widening rule. Returns the promoted type, or `None` if
+    /// the combination is not a widening pair.
+    fn try_numeric_widen(&self, a: &StaticType, b: &StaticType) -> Option<StaticType>;
+
+    /// Record-field promotion rule. Returns the promoted record type when one record
+    /// is a strict widening of the other, or `None` otherwise.
+    fn try_record_promote(&self, a: &StaticType, b: &StaticType) -> Option<StaticType>;
+}
+
+/// Called after the call's return type is resolved.
+/// May replace the return type and/or perform unification side-effects (e.g. push).
+pub type PostCallHook = fn(
+    args: &TypedNode,
+    ret_ty: StaticType,
+    inference: &dyn TypeInferenceAccess,
+    ctx: &mut dyn TypeSlotAccess,
+    diag: &mut Diagnostics,
+) -> StaticType;
+
+/// Called during AST finalization.
+/// Returns `Some(new_kind)` to rewrite the node, or `None` to keep the original.
+pub type FinalizeHook = fn(
+    callee: Rc<TypedNode>,
+    args: Rc<TypedNode>,
+    node_ty: &StaticType,
+    subst: &HashMap<u32, StaticType>,
+) -> Option<NodeKind<TypedPhase>>;
+
+/// Hooks attached to a specific RTL function slot.
+/// Enables type-inference extensions and AST rewrites without hardcoding symbol
+/// names anywhere in the compiler core.
+#[derive(Default)]
+pub struct CallHooks {
+    pub post_call: Option<PostCallHook>,
+    pub finalize: Option<FinalizeHook>,
+}

src/ast/compiler/mod.rs

@@ -1,5 +1,6 @@
 pub mod analyzer;
 pub mod binder;
+pub mod call_hooks;
 pub mod module_loader;
 pub mod captures;
 pub mod dumper;

src/ast/compiler/type_checker.rs

@@ -1,9 +1,10 @@
+use crate::ast::compiler::call_hooks::{CallHooks, TypeInferenceAccess, TypeSlotAccess};
 use crate::ast::nodes::{
     Address, AssignBinding, BoundLike, BoundPhase, DefBinding, IdentifierBinding, LambdaBinding,
     Node, NodeKind, TypedNode, TypedPhase, VirtualId,
 };
 use crate::ast::diagnostics::Diagnostics;
-use crate::ast::types::{Keyword, NodeIdentity, RecordLayout, Signature, StaticType, Value};
+use crate::ast::types::{Keyword, NodeIdentity, RecordLayout, Signature, StaticType};
 use std::cell::Cell;
 use std::collections::HashMap;
 use std::rc::Rc;
@@ -74,6 +75,42 @@ impl<'a> TypeContext<'a> {
     }
 }
 
+impl TypeSlotAccess for TypeContext<'_> {
+    fn get_slot_type(&self, addr: Address<VirtualId>) -> StaticType {
+        self.get_type(addr)
+    }
+
+    fn set_slot_type(&mut self, addr: Address<VirtualId>, ty: StaticType) {
+        self.set_type(addr, ty);
+    }
+}
+
+impl TypeInferenceAccess for TypeChecker {
+    fn fresh_var(&self) -> StaticType {
+        self.fresh_var()
+    }
+
+    fn unify(&self, a: StaticType, b: StaticType, diag: &mut Diagnostics) {
+        self.unify(a, b, diag);
+    }
+
+    fn bind_typevar(&self, id: u32, ty: StaticType) {
+        self.subst.borrow_mut().insert(id, ty);
+    }
+
+    fn apply_subst_ty(&self, ty: StaticType) -> StaticType {
+        Self::apply_subst(ty, &self.subst.borrow())
+    }
+
+    fn try_numeric_widen(&self, a: &StaticType, b: &StaticType) -> Option<StaticType> {
+        Self::numeric_widen(a, b)
+    }
+
+    fn try_record_promote(&self, a: &StaticType, b: &StaticType) -> Option<StaticType> {
+        Self::record_promote(a, b)
+    }
+}
+
 /// Extracts expected lambda parameter types from the callee type for a specific argument position.
 /// Used for bidirectional type inference: when a Call's callee expects a function at `arg_index`,
 /// this returns the expected parameter types for that function, derived from the callee's signature
@@ -137,14 +174,21 @@ pub struct TypeChecker {
     /// Global substitution map: TypeVar ID → resolved StaticType.
     /// Shared across all scopes within a single type-checking pass.
     subst: std::cell::RefCell<HashMap<u32, StaticType>>,
+    /// Type-inference and finalization hooks keyed by global slot index.
+    /// Populated from the frozen RTL snapshot; empty for non-RTL call sites.
+    call_hooks: Rc<HashMap<u32, CallHooks>>,
 }
 
 impl TypeChecker {
-    pub fn new(root_types: Rc<std::cell::RefCell<Vec<StaticType>>>) -> Self {
+    pub fn new(
+        root_types: Rc<std::cell::RefCell<Vec<StaticType>>>,
+        call_hooks: Rc<HashMap<u32, CallHooks>>,
+    ) -> Self {
         Self {
             root_types,
             var_counter: Cell::new(0),
             subst: std::cell::RefCell::new(HashMap::new()),
+            call_hooks,
         }
     }
 
@@ -261,11 +305,6 @@ impl TypeChecker {
         }
     }
 
-    /// Returns true if `node` is an identifier with the given symbol name.
-    fn is_identifier_named(name: &str, node: &TypedNode) -> bool {
-        matches!(&node.kind, NodeKind::Identifier { symbol, .. } if symbol.name.as_ref() == name)
-    }
-
     /// After a `FunctionOverloads` call resolves successfully, unify the matched
     /// overload's concrete parameter types with the actual argument types.
     ///
@@ -371,49 +410,20 @@ impl TypeChecker {
         Some(StaticType::Record(RecordLayout::get_or_create(promoted_fields)))
     }
 
-    /// Converts a resolved series element type to the schema `Value` passed to the
-    /// `series` runtime: a type keyword (`:float`, `:int`, …) for scalar types, or a
-    /// schema record (`{:price :float …}`) for record types.
-    /// Returns `None` if the type is still unresolved (`TypeVar`, `Any`, …).
-    fn series_element_to_schema_value(ty: &StaticType) -> Option<Value> {
-        match ty {
-            StaticType::Float => Some(Value::Keyword(Keyword::intern("float"))),
-            StaticType::Int | StaticType::DateTime => Some(Value::Keyword(Keyword::intern("int"))),
-            StaticType::Bool => Some(Value::Keyword(Keyword::intern("bool"))),
-            StaticType::Text => Some(Value::Keyword(Keyword::intern("text"))),
-            StaticType::Record(layout) => {
-                // Build schema record: { :field :type_keyword ... }
-                let schema_fields: Vec<(Keyword, StaticType)> = layout
-                    .fields
-                    .iter()
-                    .map(|(k, _)| (*k, StaticType::Keyword))
-                    .collect();
-                let schema_layout = RecordLayout::get_or_create(schema_fields);
-                let schema_values: Option<Vec<Value>> = layout
-                    .fields
-                    .iter()
-                    .map(|(_, field_ty)| Self::series_element_to_schema_value(field_ty))
-                    .collect();
-                schema_values.map(|vals| Value::Record(schema_layout, std::rc::Rc::new(vals)))
-            }
-            _ => None,
-        }
-    }
-
     /// Walks the typed AST, applies the HM substitution to every type annotation,
-    /// and elaborates `(series n)` calls by injecting the resolved schema as a
+    /// and dispatches finalization hooks (e.g. schema injection for `series`).
-    /// second argument so the runtime can allocate the correct storage.
+    fn finalize_node(&self, node: TypedNode, subst: &HashMap<u32, StaticType>) -> TypedNode {
-    fn finalize_node(node: TypedNode, subst: &HashMap<u32, StaticType>) -> TypedNode {
         let new_ty = Self::apply_subst(node.ty, subst);
-        let new_kind = Self::finalize_kind(node.kind, subst, &new_ty, &node.identity);
+        let new_kind = self.finalize_kind(node.kind, subst, &new_ty, &node.identity);
         Node { kind: new_kind, ty: new_ty, identity: node.identity, comments: node.comments }
     }
 
     fn finalize_kind(
+        &self,
         kind: NodeKind<TypedPhase>,
         subst: &HashMap<u32, StaticType>,
         node_ty: &StaticType,
-        identity: &Rc<NodeIdentity>,
+        _identity: &Rc<NodeIdentity>,
     ) -> NodeKind<TypedPhase> {
         match kind {
             // Leaf nodes — nothing to recurse into
@@ -424,71 +434,61 @@ impl TypeChecker {
             NodeKind::Identifier { symbol, binding } => NodeKind::Identifier { symbol, binding },
             NodeKind::Extension(ext) => NodeKind::Extension(ext),
 
-            // Call: detect `(series n)` and inject the resolved schema arg
+            // Call: dispatch finalize hook registered by RTL (keyed by global slot index).
+            // Hooks may rewrite the call node — e.g. series injects a schema argument.
             NodeKind::Call { callee, args } => {
-                let callee_fin = Rc::new(Self::finalize_node((*callee).clone(), subst));
+                let callee_fin = Rc::new(self.finalize_node((*callee).clone(), subst));
-                if Self::is_identifier_named("series", &callee_fin)
+                let args_fin = Rc::new(self.finalize_node((*args).clone(), subst));
-                    && let StaticType::Series(inner) = node_ty
+                if let NodeKind::Identifier {
-                    && let NodeKind::Tuple { elements } = &args.kind
+                    binding: IdentifierBinding::Reference(Address::Global(idx)),
-                    && elements.len() == 1
+                    ..
-                    && let Some(schema_val) = Self::series_element_to_schema_value(inner)
+                } = &callee_fin.kind
-                {
+                    && let Some(hook) = self.call_hooks.get(&idx.0)
-                    let orig_arg = Rc::new(Self::finalize_node((*elements[0]).clone(), subst));
+                        && let Some(finalize) = hook.finalize
-                    let schema_ty = schema_val.static_type();
+                            && let Some(new_kind) = finalize(
-                    let schema_node = Rc::new(Node {
+                                Rc::clone(&callee_fin),
-                        kind: NodeKind::Constant(schema_val),
+                                Rc::clone(&args_fin),
-                        ty: schema_ty,
+                                node_ty,
-                        identity: identity.clone(),
+                                subst,
-                        comments: Rc::from([]),
+                            ) {
-                    });
+                                return new_kind;
-                    let new_elems = vec![orig_arg, schema_node];
-                    let elem_types: Vec<StaticType> =
-                        new_elems.iter().map(|e| e.ty.clone()).collect();
-                    let new_args = Node {
-                        kind: NodeKind::Tuple { elements: new_elems },
-                        ty: StaticType::Tuple(elem_types),
-                        identity: args.identity.clone(),
-                        comments: args.comments.clone(),
-                    };
-                    return NodeKind::Call { callee: callee_fin, args: Rc::new(new_args) };
                             }
-                let args_fin = Rc::new(Self::finalize_node((*args).clone(), subst));
                 NodeKind::Call { callee: callee_fin, args: args_fin }
             }
 
             NodeKind::If { cond, then_br, else_br } => NodeKind::If {
-                cond: Rc::new(Self::finalize_node((*cond).clone(), subst)),
+                cond: Rc::new(self.finalize_node((*cond).clone(), subst)),
-                then_br: Rc::new(Self::finalize_node((*then_br).clone(), subst)),
+                then_br: Rc::new(self.finalize_node((*then_br).clone(), subst)),
-                else_br: else_br.map(|e| Rc::new(Self::finalize_node((*e).clone(), subst))),
+                else_br: else_br.map(|e| Rc::new(self.finalize_node((*e).clone(), subst))),
             },
             NodeKind::Def { pattern, value, info } => NodeKind::Def {
-                pattern: Rc::new(Self::finalize_node((*pattern).clone(), subst)),
+                pattern: Rc::new(self.finalize_node((*pattern).clone(), subst)),
-                value: Rc::new(Self::finalize_node((*value).clone(), subst)),
+                value: Rc::new(self.finalize_node((*value).clone(), subst)),
                 info,
             },
             NodeKind::Assign { target, value, info } => NodeKind::Assign {
-                target: Rc::new(Self::finalize_node((*target).clone(), subst)),
+                target: Rc::new(self.finalize_node((*target).clone(), subst)),
-                value: Rc::new(Self::finalize_node((*value).clone(), subst)),
+                value: Rc::new(self.finalize_node((*value).clone(), subst)),
                 info,
             },
             NodeKind::Lambda { params, body, info } => NodeKind::Lambda {
-                params: Rc::new(Self::finalize_node((*params).clone(), subst)),
+                params: Rc::new(self.finalize_node((*params).clone(), subst)),
-                body: Rc::new(Self::finalize_node((*body).clone(), subst)),
+                body: Rc::new(self.finalize_node((*body).clone(), subst)),
                 info,
             },
             NodeKind::Again { args } => NodeKind::Again {
-                args: Rc::new(Self::finalize_node((*args).clone(), subst)),
+                args: Rc::new(self.finalize_node((*args).clone(), subst)),
             },
             NodeKind::Block { exprs } => NodeKind::Block {
                 exprs: exprs
                     .into_iter()
-                    .map(|e| Rc::new(Self::finalize_node((*e).clone(), subst)))
+                    .map(|e| Rc::new(self.finalize_node((*e).clone(), subst)))
                     .collect(),
             },
             NodeKind::Tuple { elements } => NodeKind::Tuple {
                 elements: elements
                     .into_iter()
-                    .map(|e| Rc::new(Self::finalize_node((*e).clone(), subst)))
+                    .map(|e| Rc::new(self.finalize_node((*e).clone(), subst)))
                     .collect(),
             },
             NodeKind::Record { fields, layout } => NodeKind::Record {
@@ -496,34 +496,34 @@ impl TypeChecker {
                     .into_iter()
                     .map(|(k, v)| {
                         (
-                            Rc::new(Self::finalize_node((*k).clone(), subst)),
+                            Rc::new(self.finalize_node((*k).clone(), subst)),
-                            Rc::new(Self::finalize_node((*v).clone(), subst)),
+                            Rc::new(self.finalize_node((*v).clone(), subst)),
                         )
                     })
                     .collect(),
                 layout,
             },
             NodeKind::GetField { rec, field } => NodeKind::GetField {
-                rec: Rc::new(Self::finalize_node((*rec).clone(), subst)),
+                rec: Rc::new(self.finalize_node((*rec).clone(), subst)),
                 field,
             },
             NodeKind::Expansion { original_call, expanded } => NodeKind::Expansion {
                 original_call,
-                expanded: Rc::new(Self::finalize_node((*expanded).clone(), subst)),
+                expanded: Rc::new(self.finalize_node((*expanded).clone(), subst)),
             },
             NodeKind::MacroDecl { name, params, body } => NodeKind::MacroDecl {
                 name,
-                params: Rc::new(Self::finalize_node((*params).clone(), subst)),
+                params: Rc::new(self.finalize_node((*params).clone(), subst)),
-                body: Rc::new(Self::finalize_node((*body).clone(), subst)),
+                body: Rc::new(self.finalize_node((*body).clone(), subst)),
             },
             NodeKind::Template(inner) => {
-                NodeKind::Template(Rc::new(Self::finalize_node((*inner).clone(), subst)))
+                NodeKind::Template(Rc::new(self.finalize_node((*inner).clone(), subst)))
             }
             NodeKind::Placeholder(inner) => {
-                NodeKind::Placeholder(Rc::new(Self::finalize_node((*inner).clone(), subst)))
+                NodeKind::Placeholder(Rc::new(self.finalize_node((*inner).clone(), subst)))
             }
             NodeKind::Splice(inner) => {
-                NodeKind::Splice(Rc::new(Self::finalize_node((*inner).clone(), subst)))
+                NodeKind::Splice(Rc::new(self.finalize_node((*inner).clone(), subst)))
             }
         }
     }
@@ -533,7 +533,7 @@ impl TypeChecker {
     /// Must be called after `check()` or `check_node_as_bound()` completes.
     pub fn finalize(&self, node: TypedNode) -> TypedNode {
         let subst = self.subst.borrow().clone();
-        Self::finalize_node(node, &subst)
+        self.finalize_node(node, &subst)
     }
 
     pub fn check(
@@ -1225,61 +1225,17 @@ impl TypeChecker {
                 // e.g. `(+ Float TypeVar(1))` resolves TypeVar(1) = Float.
                 self.unify_matched_overload(&callee_typed.ty, &args_typed.ty, diag);
 
-                // HM: (series n) returns Series(Any) — replace with a fresh TypeVar so
+                // Dispatch post-call hooks registered by the RTL (keyed by global slot index).
-                // subsequent push calls can unify the element type.
+                // Hooks handle type-inference extensions such as:
-                if Self::is_identifier_named("series", &callee_typed)
+                // - series: inject a fresh TypeVar for the element type
-                    && let StaticType::Series(inner) = &ret_ty
+                // - push: unify the series element TypeVar with the pushed value type
-                    && **inner == StaticType::Any
-                {
-                    ret_ty = StaticType::Series(Box::new(self.fresh_var()));
-                }
-
-                // HM: (push series val) — unify the series element TypeVar with the value
-                // type, applying Int→Float numeric promotion when needed.
-                //
-                // We intentionally do NOT bake the resolved type into ctx after normal
-                // unification. Keeping `Series(TypeVar(n))` in ctx allows a later push
-                // to recover the TypeVar ID and rebind it (e.g. Int → Float promotion).
-                // All identifier lookups call `apply_subst`, so the resolved type is
-                // always correct regardless of what ctx stores.
-                if Self::is_identifier_named("push", &callee_typed)
-                    && let NodeKind::Tuple { elements } = &args_typed.kind
-                    && elements.len() >= 2
-                {
-                    let series_arg = &elements[0];
-                    let value_arg = &elements[1];
-                    if let StaticType::Series(inner) = &series_arg.ty {
-                        let inner_ty = (**inner).clone();
-                        let val_ty = value_arg.ty.clone();
-
                 if let NodeKind::Identifier {
-                            binding: IdentifierBinding::Reference(addr),
+                    binding: IdentifierBinding::Reference(Address::Global(idx)),
                     ..
-                        } = &series_arg.kind
+                } = &callee_typed.kind
-                        {
+                    && let Some(hook) = self.call_hooks.get(&idx.0)
-                            // Recover the raw inner type from ctx (before apply_subst) so
+                        && let Some(post_call) = hook.post_call {
-                            // we can find the TypeVar ID even after the first push resolved it.
+                            ret_ty = post_call(&args_typed, ret_ty, self, ctx, diag);
-                            let raw_inner = match ctx.get_type(*addr) {
-                                StaticType::Series(ri) => *ri,
-                                _ => inner_ty.clone(),
-                            };
-
-                            if let Some(promoted) = Self::numeric_widen(&inner_ty, &val_ty)
-                                .or_else(|| Self::record_promote(&inner_ty, &val_ty))
-                            {
-                                // Rebind the TypeVar to the promoted type so that finalize
-                                // injects the correct schema (e.g. :float instead of :int).
-                                if let StaticType::TypeVar(n) = raw_inner {
-                                    self.subst.borrow_mut().insert(n, promoted.clone());
-                                }
-                                ctx.set_type(*addr, StaticType::Series(Box::new(promoted)));
-                            } else {
-                                self.unify(inner_ty, val_ty, diag);
-                            }
-                        } else {
-                            self.unify(inner_ty, val_ty, diag);
-                        }
-                    }
                         }
 
                 (

src/ast/environment.rs

@@ -1,5 +1,6 @@
 use crate::ast::compiler::analyzer::Analyzer;
 use crate::ast::compiler::binder::{Binder, CompilerScope, LocalInfo};
+use crate::ast::compiler::call_hooks::CallHooks;
 use crate::ast::compiler::{CapturePass, TypeChecker, TypedNode};
 use crate::ast::nodes::{AnalyzedPhase, Symbol, SyntaxKind, SyntaxNode};
 use crate::ast::parser::Parser;
@@ -53,6 +54,9 @@ pub struct Rtl {
     pub purity: Vec<Purity>,
     pub values: Rc<[Value]>,
     pub rtl_docs: Vec<RtlDocEntry>,
+    /// Type-inference and finalization hooks, keyed by global slot index.
+    /// Populated during RTL registration via `RtlRegistration::with_call_hooks`.
+    pub call_hooks: Rc<HashMap<u32, CallHooks>>,
 }
 
 pub struct Environment {
@@ -79,6 +83,9 @@ pub struct Environment {
     /// Documentation for symbols defined in Myc source (via `;;` comments before `def`/`macro`).
     /// Key: symbol name. Value: concatenated doc lines joined by newlines.
     pub myc_docs: Rc<RefCell<HashMap<String, String>>>,
+    /// Staging area for call hooks registered during RTL bootstrap.
+    /// Frozen into `Rtl::call_hooks` after `rtl::register()` completes.
+    pub call_hooks: Rc<RefCell<HashMap<u32, CallHooks>>>,
     /// Frozen RTL snapshot from which this environment was created.
     pub rtl: Rc<Rtl>,
 }
@@ -104,6 +111,7 @@ struct RuntimeMacroEvaluator {
     globals: GlobalStore,
     root_purity: Rc<RefCell<Vec<Purity>>>,
     fixed_scope_idx: i32,
+    call_hooks: Rc<HashMap<u32, CallHooks>>,
 }
 
 impl MacroEvaluator for RuntimeMacroEvaluator {
@@ -124,7 +132,7 @@ impl MacroEvaluator for RuntimeMacroEvaluator {
 
         let (bound_ast, captures, _, _) = Binder::bind_root(initial_scopes, initial_slot_count, self.fixed_scope_idx, node, &mut diag)?;
         let bound_ast = CapturePass::apply(bound_ast, &captures);
-        let checker = TypeChecker::new(self.root_types.clone());
+        let checker = TypeChecker::new(self.root_types.clone(), Rc::clone(&self.call_hooks));
         let typed_ast = checker.check(&bound_ast, &[], &mut diag);
 
         if diag.has_errors() {
@@ -167,6 +175,7 @@ impl Environment {
             loaded_modules: Rc::new(RefCell::new(HashSet::new())),
             rtl_docs: Rc::new(RefCell::new(Vec::new())),
             myc_docs: Rc::new(RefCell::new(HashMap::new())),
+            call_hooks: Rc::new(RefCell::new(HashMap::new())),
             // Placeholder — overwritten below after bootstrap.
             rtl: Rc::new(Rtl {
                 scope: CompilerScope::new(),
@@ -175,6 +184,7 @@ impl Environment {
                 purity: vec![],
                 values: Rc::from([]),
                 rtl_docs: vec![],
+                call_hooks: Rc::new(HashMap::new()),
             }),
         };
 
@@ -185,6 +195,7 @@ impl Environment {
         let rtl_slot_count = *env.root_slot_count.borrow();
         // user_values was used as the bootstrap scratch; freeze it into an immutable slice.
         let rtl_vals: Rc<[Value]> = env.user_values.borrow().clone().into();
+        let frozen_hooks = Rc::new(std::mem::take(&mut *env.call_hooks.borrow_mut()));
         env.rtl = Rc::new(Rtl {
             scope: env.root_scopes.borrow()[0].clone(),
             slot_count: rtl_slot_count,
@@ -192,6 +203,7 @@ impl Environment {
             purity: env.root_purity.borrow().clone(),
             values: Rc::clone(&rtl_vals),
             rtl_docs: std::mem::take(&mut env.rtl_docs.borrow_mut()),
+            call_hooks: frozen_hooks,
         });
 
         // Set the frozen RTL slice. Stream closures registered during bootstrap
@@ -245,6 +257,7 @@ impl Environment {
             loaded_modules: Rc::new(RefCell::new(HashSet::new())),
             rtl_docs: Rc::new(RefCell::new(Vec::new())),
             myc_docs: Rc::new(RefCell::new(HashMap::new())),
+            call_hooks: Rc::new(RefCell::new(HashMap::new())),
             rtl,
         };
 
@@ -306,6 +319,7 @@ impl Environment {
             globals: self.global_store(),
             root_purity: self.root_purity.clone(),
             fixed_scope_idx: self.fixed_scope_idx,
+            call_hooks: Rc::clone(&self.rtl.call_hooks),
         };
         MacroExpander::new(self.macro_registry.borrow().clone(), evaluator)
     }
@@ -466,7 +480,7 @@ impl Environment {
 
         LambdaCollector::collect(&bound_ast, &mut self.function_registry.borrow_mut());
 
-        let checker = TypeChecker::new(self.root_types.clone());
+        let checker = TypeChecker::new(self.root_types.clone(), Rc::clone(&self.rtl.call_hooks));
         let wrapped_ast = if let NodeKind::Lambda { .. } = bound_ast.kind {
             bound_ast
         } else {
@@ -508,10 +522,12 @@ impl Environment {
 
     /// Allocates a new global slot and registers a value in the fixed RTL scope (scope index 0).
     /// This is the single source of truth for all global slot allocation.
-    fn allocate_slot(&self, name: &str, ty: StaticType, purity: Purity, val: Value) {
+    /// Returns the allocated slot index so callers can key call-hooks against it.
+    fn allocate_slot(&self, name: &str, ty: StaticType, purity: Purity, val: Value) -> u32 {
         let mut root_scopes = self.root_scopes.borrow_mut();
         let mut slot_count = self.root_slot_count.borrow_mut();
-        let global_idx = GlobalIdx(*slot_count);
+        let idx = *slot_count;
+        let global_idx = GlobalIdx(idx);
         root_scopes[0].locals.insert(
             Symbol::from(name),
             LocalInfo {
@@ -525,6 +541,7 @@ impl Environment {
         self.root_types.borrow_mut().push(ty);
         self.root_purity.borrow_mut().push(purity);
         self.user_values.borrow_mut().push(val);
+        idx
     }
 
     pub fn register_native(
@@ -532,8 +549,8 @@ impl Environment {
         name: &str,
         ty: StaticType,
         func: Rc<NativeFunction>,
-    ) {
+    ) -> u32 {
-        self.allocate_slot(name, ty, func.purity, Value::Function(func));
+        self.allocate_slot(name, ty, func.purity, Value::Function(func))
     }
 
     pub fn register_native_fn(
@@ -543,7 +560,7 @@ impl Environment {
         purity_level: Purity,
         func: impl Fn(&[Value]) -> Value + 'static,
     ) -> RtlRegistration {
-        self.register_native(
+        let slot_idx = self.register_native(
             name,
             ty,
             Rc::new(NativeFunction {
@@ -551,12 +568,22 @@ impl Environment {
                 purity: purity_level,
             }),
         );
-        RtlRegistration::new(name.to_string(), Rc::clone(&self.rtl_docs))
+        RtlRegistration::new(
+            name.to_string(),
+            slot_idx,
+            Rc::clone(&self.rtl_docs),
+            Rc::clone(&self.call_hooks),
+        )
     }
 
     pub fn register_constant(&self, name: &str, ty: StaticType, val: Value) -> RtlRegistration {
-        self.allocate_slot(name, ty, Purity::Pure, val);
+        let slot_idx = self.allocate_slot(name, ty, Purity::Pure, val);
-        RtlRegistration::new(name.to_string(), Rc::clone(&self.rtl_docs))
+        RtlRegistration::new(
+            name.to_string(),
+            slot_idx,
+            Rc::clone(&self.rtl_docs),
+            Rc::clone(&self.call_hooks),
+        )
     }
 
 
@@ -800,13 +827,14 @@ impl Environment {
         let root_types = self.root_types.clone();
         let root_purity = self.root_purity.clone();
         let optimization = self.optimization;
+        let call_hooks = Rc::clone(&self.rtl.call_hooks);
 
         let compiler = Rc::new(
             move |func_template: Rc<Node<AnalyzedPhase>>,
                   arg_types: &[StaticType]|
                   -> Result<(Value, StaticType), String> {
                 let mut diag = Diagnostics::new();
-                let checker = TypeChecker::new(root_types.clone());
+                let checker = TypeChecker::new(root_types.clone(), Rc::clone(&call_hooks));
 
                 // Monomorphization: re-type-check the function template with the concrete
                 // call-site argument types, producing a specialized TypedNode.

src/ast/rtl/docs.rs

@@ -1,6 +1,9 @@
 use std::cell::RefCell;
+use std::collections::HashMap;
 use std::rc::Rc;
 
+use crate::ast::compiler::call_hooks::CallHooks;
+
 /// A generator function for data pipelines. Returns `true` while data is available.
 pub type PipelineGenerator = Box<dyn FnMut() -> bool>;
 
@@ -19,19 +22,30 @@ pub struct RtlDocEntry {
 /// Builder returned by `register_native_fn` and `register_constant`.
 /// Call `.doc(...)` to attach documentation; optional `.description(...)` and `.examples(...)`
 /// can be chained. The entry is written to the registry when the builder is dropped.
+/// Optionally, call `.with_call_hooks(...)` to register type-inference or finalization
+/// hooks for this slot — keyed by its global slot index, not by name.
 pub struct RtlRegistration {
     name: String,
+    slot_idx: u32,
     rtl_docs: Rc<RefCell<Vec<RtlDocEntry>>>,
+    call_hooks_registry: Rc<RefCell<HashMap<u32, CallHooks>>>,
     one_liner: Option<&'static str>,
     description: Option<&'static str>,
     examples: Option<&'static [&'static str]>,
 }
 
 impl RtlRegistration {
-    pub(crate) fn new(name: String, rtl_docs: Rc<RefCell<Vec<RtlDocEntry>>>) -> Self {
+    pub(crate) fn new(
+        name: String,
+        slot_idx: u32,
+        rtl_docs: Rc<RefCell<Vec<RtlDocEntry>>>,
+        call_hooks_registry: Rc<RefCell<HashMap<u32, CallHooks>>>,
+    ) -> Self {
         Self {
             name,
+            slot_idx,
             rtl_docs,
+            call_hooks_registry,
             one_liner: None,
             description: None,
             examples: None,
@@ -55,6 +69,21 @@ impl RtlRegistration {
         self.examples = Some(ex);
         self
     }
+
+    /// Register type-inference and/or finalization hooks for this slot.
+    /// Hooks are keyed by the slot's global index — no name matching in the compiler.
+    pub fn with_call_hooks(
+        self,
+        post_call: Option<crate::ast::compiler::call_hooks::PostCallHook>,
+        finalize: Option<crate::ast::compiler::call_hooks::FinalizeHook>,
+    ) -> Self {
+        if post_call.is_some() || finalize.is_some() {
+            self.call_hooks_registry
+                .borrow_mut()
+                .insert(self.slot_idx, CallHooks { post_call, finalize });
+        }
+        self
+    }
 }
 
 impl Drop for RtlRegistration {

src/ast/rtl/series/mod.rs

@@ -1,10 +1,164 @@
 pub mod data;
 pub use data::*;
 
+use std::collections::HashMap;
 use std::rc::Rc;
+use std::sync::Arc;
 
+use crate::ast::compiler::call_hooks::{FinalizeHook, PostCallHook, TypeInferenceAccess, TypeSlotAccess};
+use crate::ast::diagnostics::Diagnostics;
 use crate::ast::environment::Environment;
-use crate::ast::types::{Purity, RecordLayout, Signature, StaticType, Value};
+use crate::ast::nodes::{IdentifierBinding, Node, NodeKind, TypedNode, TypedPhase};
+use crate::ast::types::{NativeFunction, NodeIdentity, Purity, Signature, SourceLocation, StaticType, Value};
+
+// ============================================================================
+// 4. Type-Inference Hooks (registered via RTL bootstrap, no name coupling)
+// ============================================================================
+
+/// Post-call hook for `(series n)`.
+/// Replaces the `Series(Any)` return type with a fresh TypeVar so that
+/// subsequent `push` calls can unify the element type (HM inference).
+fn series_post_call(
+    _args: &TypedNode,
+    ret_ty: StaticType,
+    inference: &dyn TypeInferenceAccess,
+    _ctx: &mut dyn TypeSlotAccess,
+    _diag: &mut Diagnostics,
+) -> StaticType {
+    if let StaticType::Series(inner) = &ret_ty
+        && **inner == StaticType::Any
+    {
+        return StaticType::Series(Box::new(inference.fresh_var()));
+    }
+    ret_ty
+}
+
+/// Finalization hook for `(series n)`.
+/// Replaces the callee with a pre-configured factory closure that directly
+/// allocates the correct storage type (e.g. `ScalarSeries::<f64>` for Float,
+/// `RecordSeries` with a captured `Arc<RecordLayout>` for record types).
+/// No schema argument is needed — the type is captured in the closure.
+fn series_finalize(
+    _callee: Rc<TypedNode>,
+    args: Rc<TypedNode>,
+    node_ty: &StaticType,
+    _subst: &HashMap<u32, StaticType>,
+) -> Option<NodeKind<TypedPhase>> {
+    let StaticType::Series(inner) = node_ty else { return None };
+    let NodeKind::Tuple { elements } = &args.kind else { return None };
+    if elements.len() != 1 {
+        return None;
+    }
+
+    // Build a factory Value::Function whose closure already knows the exact
+    // storage type — no keyword encoding, no runtime dispatch.
+    let factory_value: Value = match inner.as_ref() {
+        StaticType::Float => Value::Function(Rc::new(NativeFunction {
+            func: Rc::new(|args: &[Value]| {
+                let n = args[0].as_int().unwrap_or(0) as usize;
+                Value::Series(Rc::new(ScalarSeries::<f64>::new("FloatSeries", n)))
+            }),
+            purity: Purity::Impure,
+        })),
+        StaticType::Int | StaticType::DateTime => Value::Function(Rc::new(NativeFunction {
+            func: Rc::new(|args: &[Value]| {
+                let n = args[0].as_int().unwrap_or(0) as usize;
+                Value::Series(Rc::new(ScalarSeries::<i64>::new("IntSeries", n)))
+            }),
+            purity: Purity::Impure,
+        })),
+        StaticType::Bool => Value::Function(Rc::new(NativeFunction {
+            func: Rc::new(|args: &[Value]| {
+                let n = args[0].as_int().unwrap_or(0) as usize;
+                Value::Series(Rc::new(ScalarSeries::<bool>::new("BoolSeries", n)))
+            }),
+            purity: Purity::Impure,
+        })),
+        StaticType::Text => Value::Function(Rc::new(NativeFunction {
+            func: Rc::new(|args: &[Value]| {
+                let n = args[0].as_int().unwrap_or(0) as usize;
+                Value::Series(Rc::new(ValueSeries::new(n)))
+            }),
+            purity: Purity::Impure,
+        })),
+        StaticType::Record(layout) => {
+            let layout = Arc::clone(layout);
+            Value::Function(Rc::new(NativeFunction {
+                func: Rc::new(move |args: &[Value]| {
+                    let n = args[0].as_int().unwrap_or(0) as usize;
+                    Value::Series(Rc::new(RecordSeries::new(Arc::clone(&layout), n)))
+                }),
+                purity: Purity::Impure,
+            }))
+        }
+        _ => return None,
+    };
+
+    let factory_node = Rc::new(Node {
+        kind: NodeKind::Constant(factory_value),
+        ty: StaticType::Any,
+        identity: NodeIdentity::new(SourceLocation { line: 0, col: 0 }),
+        comments: Rc::from([]),
+    });
+    Some(NodeKind::Call { callee: factory_node, args: Rc::clone(&args) })
+}
+
+/// Post-call hook for `(push series val)`.
+/// Unifies the series element TypeVar with the pushed value type, applying
+/// Int→Float numeric promotion and record field promotion when needed.
+///
+/// We intentionally do NOT bake the resolved type into ctx after normal
+/// unification. Keeping `Series(TypeVar(n))` in ctx allows a later push
+/// to recover the TypeVar ID and rebind it (e.g. Int → Float promotion).
+/// All identifier lookups call `apply_subst`, so the resolved type is
+/// always correct regardless of what ctx stores.
+fn push_post_call(
+    args: &TypedNode,
+    ret_ty: StaticType,
+    inference: &dyn TypeInferenceAccess,
+    ctx: &mut dyn TypeSlotAccess,
+    diag: &mut Diagnostics,
+) -> StaticType {
+    let NodeKind::Tuple { elements } = &args.kind else { return ret_ty };
+    if elements.len() < 2 {
+        return ret_ty;
+    }
+    let series_arg = &elements[0];
+    let value_arg = &elements[1];
+    let StaticType::Series(inner) = &series_arg.ty else { return ret_ty };
+    let inner_ty = (**inner).clone();
+    let val_ty = value_arg.ty.clone();
+
+    if let NodeKind::Identifier {
+        binding: IdentifierBinding::Reference(addr),
+        ..
+    } = &series_arg.kind
+    {
+        // Recover the raw inner type from ctx (before apply_subst) so we can
+        // find the TypeVar ID even after the first push resolved it.
+        let raw_inner = match ctx.get_slot_type(*addr) {
+            StaticType::Series(ri) => *ri,
+            _ => inner_ty.clone(),
+        };
+
+        if let Some(promoted) = inference
+            .try_numeric_widen(&inner_ty, &val_ty)
+            .or_else(|| inference.try_record_promote(&inner_ty, &val_ty))
+        {
+            // Rebind the TypeVar to the promoted type so that finalize
+            // injects the correct schema (e.g. :float instead of :int).
+            if let StaticType::TypeVar(n) = raw_inner {
+                inference.bind_typevar(n, promoted.clone());
+            }
+            ctx.set_slot_type(*addr, StaticType::Series(Box::new(promoted)));
+        } else {
+            inference.unify(inner_ty, val_ty, diag);
+        }
+    } else {
+        inference.unify(inner_ty, val_ty, diag);
+    }
+    ret_ty
+}
 
 // ============================================================================
 // 5. Script Integration (RTL Registration)
@@ -23,51 +177,15 @@ pub fn register(env: &Environment) {
         })),
         Purity::Impure,
         |args: &[Value]| {
+            // The FinalizeHook replaces this call with a pre-configured factory
+            // for resolved element types. This fallback only runs when the element
+            // type could not be determined at compile time (e.g. push inside a
+            // nested closure the type checker could not reach).
             let lookback_limit = args[0].as_int().unwrap_or(0) as usize;
-            // The type checker injects the schema as a second argument via HM inference.
+            Value::Series(Rc::new(ValueSeries::new(lookback_limit)))
-            // If schema injection was not possible (e.g. the first push is inside a nested
-            // closure that the type checker could not reach), fall back to a ValueSeries
-            // that stores unboxed Values. The HM type checker still guarantees type safety
-            // at compile time; this path is only a runtime fallback for storage allocation.
-            if args.len() < 2 {
-                return Value::Series(Rc::new(ValueSeries::new(lookback_limit)));
-            }
-            let arg = &args[1];
-            match arg {
-                Value::Keyword(k) => {
-                    match k.name().to_lowercase().as_str() {
-                        "float" => Value::Series(Rc::new(ScalarSeries::<f64>::new("FloatSeries", lookback_limit))),
-                        "int" | "datetime" => Value::Series(Rc::new(ScalarSeries::<i64>::new("IntSeries", lookback_limit))),
-                        "bool" => Value::Series(Rc::new(ScalarSeries::<bool>::new("BoolSeries", lookback_limit))),
-                        "text" => Value::Series(Rc::new(ValueSeries::new(lookback_limit))),
-                        _ => panic!("Unknown or unsupported series type keyword: :{}", k.name()),
-                    }
-                }
-                Value::Record(schema_layout, schema_values) => {
-                    // Interpret the record as a schema: { :field :type_keyword }
-                    let mut fields = Vec::with_capacity(schema_layout.fields.len());
-                    for (i, (name, _)) in schema_layout.fields.iter().enumerate() {
-                        let type_keyword = match &schema_values[i] {
-                            Value::Keyword(tk) => tk.name().to_lowercase(),
-                            _ => panic!("Field :{} in series schema must be a type keyword (e.g., :float, :int)", name.name()),
-                        };
-                        let ty = match type_keyword.as_str() {
-                            "float" => StaticType::Float,
-                            "int" => StaticType::Int,
-                            "bool" => StaticType::Bool,
-                            "datetime" => StaticType::DateTime,
-                            "text" => StaticType::Text,
-                            _ => panic!("Unsupported type keyword :{} for series field :{}", type_keyword, name.name()),
-                        };
-                        fields.push((*name, ty));
-                    }
-                    let final_layout = RecordLayout::get_or_create(fields);
-                    Value::Series(Rc::new(RecordSeries::new(final_layout, lookback_limit)))
-                }
-                _ => panic!("series: second arg must be a type keyword (:float, :int…) or a schema record ({{:field :type}})"),
-            }
         },
-    ).doc("Creates a new series (ring buffer) with the given lookback limit.")
+    ).with_call_hooks(Some(series_post_call as PostCallHook), Some(series_finalize as FinalizeHook))
+     .doc("Creates a new series (ring buffer) with the given lookback limit.")
      .description("Takes a single lookback limit (int). The element type is inferred at compile time from subsequent push calls via HM type inference. The compiler injects a second schema argument automatically; the runtime also accepts an explicit schema for cases where inference is not possible.")
      .examples(&[
          "(series 100)",
@@ -94,7 +212,8 @@ pub fn register(env: &Environment) {
             }
             panic!("push expects a series as the first argument")
         },
-    ).doc("Pushes a new value into a series. After push, index 0 returns this value.")
+    ).with_call_hooks(Some(push_post_call as PostCallHook), None)
+     .doc("Pushes a new value into a series. After push, index 0 returns this value.")
      .examples(&[
          "(push my-ticks {:price 10.5 :volume 100})",
          "(push prices 42.0)",