Clojure REPL-Driven Development

Core Workflow

Never write code without REPL validation.

Before modifying any file:

1. Read existing code – Use read to examine target file and related files
2. Verify nREPL connection – Test: clj-nrepl-eval -p 7889 "(+ 1 1)"
3. Explore unfamiliar functions – clj-nrepl-eval -p 7889 "(clojure.repl/doc function-name)"
4. Test in REPL – Define and validate functions before saving
5. Check edge cases – nil, empty collections, invalid inputs
6. Save only after validation – Use edit or write

If nREPL fails, ask: “Please start your nREPL server (e.g., bb nrepl or lein repl :headless)”

Essential Patterns

Threading Macros (always prefer over nesting)

;; -> for transformations
(-> user
    (assoc :last-login (Instant/now))
    (update :login-count inc))

;; ->> for sequences
(->> users
     (filter active?)
     (map :email)
     (str/join ", "))

;; some-> for nil-safe navigation
(some-> user :address :postal-code (subs 0 5))

;; cond-> for conditional changes
(cond-> request
  authenticated? (assoc :user current-user))

Naming Rules

Control Flow

;; when for side effects
(when (valid? data)
  (log "Processing")
  (process data))

;; cond for multiple branches
(cond
  (< n 0) :negative
  (= n 0) :zero
  :else   :positive)

Docstrings (required for public functions)

(defn calculate-total
  "Calculate total price including tax.

   Args:
     price - base price as BigDecimal
     rate  - tax rate as decimal (0.08 = 8%)

   Returns:
     BigDecimal total price

   Example:
     (calculate-total 100.00M 0.08) => 108.00M"
  [price rate]
  ...)

Namespace Template

(ns project.module
  (:require
   [clojure.string :as str]
   [clojure.set :as set])
  (:import
   (java.time LocalDate)))

(set! *warn-on-reflection* true)

Tools

clj-nrepl-eval

# Test expressions
clj-nrepl-eval -p 7889 "(+ 1 2 3)"

# Define and test functions
clj-nrepl-eval -p 7889 "(defn sum [nums] (reduce + nums))"
clj-nrepl-eval -p 7889 "(sum [1 2 3])"

# Discover functions
clj-nrepl-eval -p 7889 "(clojure.repl/dir clojure.string)"
clj-nrepl-eval -p 7889 "(clojure.repl/doc map)"
clj-nrepl-eval -p 7889 "(clojure.repl/apropos \"split\")"
clj-nrepl-eval -p 7889 "(clojure.repl/source filter)"

# Load project code
clj-nrepl-eval -p 7889 "(require '[project.core :as core] :reload)"

clj-paren-repair

# Fix delimiter errors
clj-paren-repair src/core.clj
clj-paren-repair src/*.clj test/*.clj

Never manually fix parenthesis errors—use this tool.

Validation Checklist

Before saving any code:

• Tested happy path in REPL
• Tested nil handling
• Tested empty collection handling
• Used threading macros over deep nesting
• Added docstring if public function
• Checked naming conventions (no ! suffix)
• Code under 80 characters per line
• Closing parens on single line

Code Review Workflow

Before modifying code:

1. read the target file
2. bash: rg "require.*target.ns" --type clj – find related files
3. bash: rg "function-name" --type clj – find call sites
4. Review namespace imports and patterns
5. Match codebase conventions

Detailed References

• Tool usage: See references/tool-guide.md for complete clj-nrepl-eval and clj-paren-repair documentation
• Idiomatic patterns: See references/idioms.md for threading macros, control flow, data structures, error handling, and anti-patterns

Load these references when you need:

• Detailed tool commands
• Advanced idioms or patterns
• Error handling examples
• Testing patterns
• Research citations