// 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
Scan a single source file for unused exports, orphan functions and types, unreachable statements, and stale imports — plus a fixpoint pass that cascades into transitively dead helpers. Returns a risk-ranked deletion queue with per-item LOC cost and a copyable Markdown report. Static heuristics only: confirm export findings with a repo-wide grep.
Code Churn Forecaster
Paste a git log and rank every file by change risk: commit activity, recency-weighted activity, churn volume, author entropy, and fix ratio — blended into a 0–100 score with a risk heatmap and a click-to-expand ranked table. Static heuristics over past change patterns: it predicts instability, not defects. Scores are relative to the log you paste.
🔄 Code Transformation
Language Transpiler
Rewrite a documented subset of Python into JavaScript and back: def/function, indentation/braces, if/elif/else, range and for..of loops, builtins, constants, and operators. Unsupported constructs are left verbatim and flagged per line in an annotations panel. Deterministic rewrite rules only — a starting point for a human port, not a compiler.
Refactoring Assistant
Apply a fixed set of refactorings — rename symbol, inline variable, extract function, convert to arrow function, replace var with let — to a pasted snippet and preview a line-level diff. Deterministic, scope-unaware rewrites with honest warnings; a documented subset, not an AST codemod. Supports Python, JS/TS, and Rust snippets.
Commit Message Generator
Paste a `git diff` and get a structured Conventional Commits message: type, scope, imperative summary, grouped body bullets, and a breaking-change footer. Deterministic heuristics over the diff text — it classifies from changed paths, added symbols, and removed signatures, then shows you exactly which rule fired. Review and edit before you commit; it is a first draft, not a verdict.
Code Formatter Comparator
Paste a source file and check it against Prettier, Black, gofmt, or rustfmt conventions: twelve deterministic text rules (indentation, quotes, semicolons, trailing commas, line length, whitespace) produce a per-rule findings list with line numbers, a 0–100 consistency score, and a rule-by-rule comparison of how the four formatters differ. A style-consistency checker — it flags drift, it does not reformat.
API Migration Mapper
Rule-based rewrites for Express 4 → Fastify and React class → hooks, plus a custom rename table. Every change gets a line-numbered finding; constructs outside the rule tables go to a MANUAL REVIEW list and are never rewritten. No parser or type checker — a review aid, not a migration tool.
⚡ Benchmarking & Performance
Algorithm Benchmark Runner
Paste two JavaScript implementations of the same function, run them on one seeded input, and compare wall-clock statistics (min, median, p95, spread, ops/sec) with a Proxy-counted array-access total and a growth exponent fitted from a size ladder. Two honest limits are printed on the page: the op counter goes blind after your code copies the array, and the exponent is an estimate from measured points, not a complexity proof.
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.