diff --git a/cozo-core/src/fixed_rule/mod.rs b/cozo-core/src/fixed_rule/mod.rs
index 7cf44433..01f140f6 100644
--- a/cozo-core/src/fixed_rule/mod.rs
+++ b/cozo-core/src/fixed_rule/mod.rs
@@ -13,6 +13,7 @@ use std::sync::Arc;
 use either::{Left, Right};
 #[cfg(feature = "graph-algo")]
 use graph::prelude::{CsrLayout, DirectedCsrGraph, GraphBuilder};
+use itertools::Itertools;
 use lazy_static::lazy_static;
 #[allow(unused_imports)]
 use miette::{bail, ensure, Diagnostic, Report, Result};
@@ -20,6 +21,7 @@ use smartstring::{LazyCompact, SmartString};
 use thiserror::Error;
 
 use crate::data::expr::Expr;
+use crate::data::json::JsonValue;
 use crate::data::program::{
     FixedRuleOptionNotFoundError, MagicFixedRuleApply, MagicFixedRuleRuleArg, MagicSymbol,
     WrongFixedRuleOptionError,
@@ -34,6 +36,7 @@ use crate::parse::SourceSpan;
 use crate::runtime::db::Poison;
 use crate::runtime::temp_store::{EpochStore, RegularTempStore};
 use crate::runtime::transact::SessionTx;
+use crate::NamedRows;
 
 #[cfg(feature = "graph-algo")]
 pub(crate) mod algos;
@@ -558,6 +561,94 @@ pub trait FixedRule: Send + Sync {
     ) -> Result<()>;
 }
 
+/// Simple wrapper for custom fixed rule. You have less control than implementing [FixedRule] directly,
+/// but implementation is simpler.
+pub struct SimpleFixedRule {
+    return_arity: usize,
+    rule: Box<dyn Fn(Vec<NamedRows>, JsonValue) -> Result<NamedRows> + Send + Sync + 'static>,
+}
+
+impl SimpleFixedRule {
+    /// Construct a SimpleFixedRule.
+    ///
+    /// * `return_arity`: The return arity of this rule.
+    /// * `rule`:  The rule implementation as a closure.
+    //    The first argument is a vector of input relations, realized into NamedRows,
+    //    and the second argument is a JSON object of passed in options.
+    //    The returned NamedRows is the return relation of the application of this rule.
+    //    Every row of the returned relation must have length equal to `return_arity`.
+    pub fn new<R>(return_arity: usize, rule: R) -> Self
+    where
+        R: Fn(Vec<NamedRows>, JsonValue) -> Result<NamedRows> + Send + Sync + 'static,
+    {
+        Self {
+            return_arity,
+            rule: Box::new(rule),
+        }
+    }
+}
+
+impl FixedRule for SimpleFixedRule {
+    fn arity(
+        &self,
+        _options: &BTreeMap<SmartString<LazyCompact>, Expr>,
+        _rule_head: &[Symbol],
+        _span: SourceSpan,
+    ) -> Result<usize> {
+        Ok(self.return_arity)
+    }
+
+    fn run(
+        &self,
+        payload: FixedRulePayload<'_, '_>,
+        out: &'_ mut RegularTempStore,
+        _poison: Poison,
+    ) -> Result<()> {
+        let options: JsonValue = payload
+            .manifest
+            .options
+            .iter()
+            .map(|(k, v)| -> Result<_> {
+                let val = v.clone().eval_to_const()?;
+                Ok((k.to_string(), JsonValue::from(val)))
+            })
+            .try_collect()?;
+        let input_arity = payload.manifest.rule_args.len();
+        let inputs: Vec<_> = (0..input_arity)
+            .map(|i| -> Result<_> {
+                let input = payload.get_input(i).unwrap();
+                let rows: Vec<_> = input.iter()?.try_collect()?;
+                let mut headers = input
+                    .arg_manifest
+                    .bindings()
+                    .iter()
+                    .map(|s| s.name.to_string())
+                    .collect_vec();
+                let l = headers.len();
+                let m = input.arg_manifest.arity(&payload.tx, &payload.stores)?;
+                for i in l..m {
+                    headers.push(format!("_{i}"));
+                }
+                Ok(NamedRows::new(headers, rows))
+            })
+            .try_collect()?;
+        let results: NamedRows = (self.rule)(inputs, options)?;
+        for row in results.rows {
+            #[derive(Debug, Error, Diagnostic)]
+            #[error("arity mismatch: expect {0}, got {1}")]
+            #[diagnostic(code(parser::simple_fixed_rule_arity_mismatch))]
+            struct ArityMismatch(#[label] SourceSpan, usize, usize);
+
+            ensure!(
+                row.len() == self.return_arity,
+                ArityMismatch(payload.span(), self.return_arity, row.len())
+            );
+            out.put(row);
+        }
+        Ok(())
+    }
+}
+
 #[derive(Debug, Error, Diagnostic)]
 #[error("Cannot determine arity for algo {0} since {1}")]
 #[diagnostic(code(parser::no_algo_arity))]
diff --git a/cozo-core/src/lib.rs b/cozo-core/src/lib.rs
index d160cb5a..f3274c5c 100644
--- a/cozo-core/src/lib.rs
+++ b/cozo-core/src/lib.rs
@@ -66,6 +66,7 @@ pub use storage::{Storage, StoreTx};
 pub use crate::data::expr::Expr;
 use crate::data::json::JsonValue;
 pub use crate::data::symb::Symbol;
+pub use crate::fixed_rule::SimpleFixedRule;
 pub use crate::parse::SourceSpan;
 pub use crate::runtime::callback::CallbackOp;
 pub use crate::runtime::db::Poison;