// tools roadmap
Code intelligence tools — analyzers, transformers, benchmarkers, and references we're building. Each tool turns a static code quality metric into an interactive experience.→ Try Code IQ Analyzer
📊 Code Analysis
Code IQ Analyzer
Multi-dimensional intelligence scoring — cyclomatic complexity, cognitive complexity, documentation density, error handling coverage, type safety, and structural hygiene. Paste any snippet and get a composite Code IQ score with full visual breakdown.
Tech Debt Calculator
Estimate technical debt from code patterns: duplicated blocks, dead code, overly long functions, circular dependencies, and module coupling. Outputs a dollar-value remediation estimate and prioritized refactor queue.
Dependency Graph Visualizer
Parse a codebase's import graph and render an interactive dependency map. Highlight circular dependencies, orphan modules, and tightly coupled clusters. Supports Python, JS/TS, Rust, Go.
Dead Code Detector
Cruft Finder
Scan a repository for unused exports, orphan functions, unreachable branches, and stale imports. Generates a report of deletable code with estimated cleanup impact (LOC removed, risk level).
Code Churn Forecaster
Predictive
Analyze git history to predict which files are most likely to change next. Combines churn frequency, recent activity, author entropy, and structural centrality into a heatmap. Plan refactors before instability hits.
🔄 Code Transformation
Language Transpiler
Cross-Compilation
Translate code between languages while preserving logic: Python ↔ JavaScript, TypeScript ↔ Go, Rust ↔ C. Shows the idiomatic equivalent in the target language with inline annotations for patterns that don't map 1:1.
Refactoring Assistant
Codemod Engine
Select a refactoring pattern (extract function, inline variable, rename symbol, convert to async) and apply it via AST transformation. Preview the diff before applying. Supports JS/TS, Python, and Rust.
Commit Message Generator
Git Utility
Paste a `git diff`, get a structured commit message following Conventional Commits format. Analyzes what changed at the semantic level — not just which files — and produces type, scope, summary, and body.
Code Formatter Comparator
Style Analysis
Paste code formatted by Prettier, Black, rustfmt, gofmt — whichever applies — and see a diff of alternatives. Also checks consistency against team style guides and flags violations.
API Migration Mapper
Version Upgrade
Map API changes between library versions. Input old usage patterns, output updated calls with correct signatures. Built-in support for React class→hooks, Express→Fastify patterns, and common framework upgrades.
⚡ Benchmarking & Performance
Algorithm Benchmark Runner
Performance
Paste two algorithm implementations, run them against the same test data, and compare wall-clock time, memory usage, and operation counts. Results shown as annotated comparison charts.
Big-O Calculator
Complexity Analysis
Analyze code for loops, nested iterations, recursion depth, and data structure operations to estimate time and space complexity. Shows the worst-case asymptotic complexity with annotations at each nested level.
Memory Profiler Visualizer
Profiling
Upload a heap snapshot or memory profile, get an interactive flame graph of allocations. Pinpoint memory leaks, excessive allocation hotspots, and object retention paths.
Code Size Analyzer
Bundle Insight
Analyze JavaScript/TypeScript bundle composition: total size by package, tree-shakeable ratio, duplicate dependencies, gzip vs brotli comparison. Paste a source map or import trace.
Database Query Benchmark
SQL Analysis
Paste SQL queries (or ORM-generated queries) and analyze execution plan complexity, index utilization, full-scan risk, and N+1 detection. Compare query variants for performance tradeoffs.
📚 Code Reference & Intelligence
Regex Builder & Tester
Pattern Tool
Interactive regex playground with step-by-step match visualization, substitution preview, flavor comparison (PCRE, JS, Python, Go), and performance scoring. Paste any pattern and see every match in real time.
Design Pattern Explorer
Architecture Reference
Interactive reference for 20+ design patterns with real code examples. Each pattern includes: when to use it, structure diagram, variants, and a playground to experiment with the pattern in your language of choice.
Git History Timeline
Visualization
Paste a `git log` or point to a public repo, get an interactive timeline of the project's history. Visualize branch topology, commit density heatmap, author contributions, and file lifecycle — all from one input.
Code Review Checklist Generator
Process Tool
Generate a tailored code review checklist from a PR description or code diff. Categories: security, performance, error handling, testing coverage, style consistency, and architecture alignment. Helps catch what human reviewers miss.
API Docs Generator
Documentation
Paste a function signature or class definition, get formatted API documentation with parameter descriptions, return types, usage examples, and edge cases. Supports JSDoc, Python docstrings, Rust docs, and Go comments.