Similar Function Finder

SkillAI & models

Lets your agent search your codebase for existing similar functions before writing new JavaScript or TypeScript code.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Similar Function Finder skill

About this capability

Use truffler to find similar or pre-existing JavaScript/TypeScript symbols before implementing new code, especially helpers, utilities, parsers, formatters, scanners, fuzzy matchers, and other reusable functions. Agents should use this skill whenever they are about to add or refactor functionality i

What this skill tells your AI

The instructions your AI receives, as published by millionco/react-doctor in .agents/skills/find-similar-functions/SKILL.md and read by ahel’s review.

Use this skill before writing new JavaScript or TypeScript code that might overlap with existing helpers. The goal is to discover nearby functions, methods, constants, types, and interfaces early enough to reuse or extend them instead of creating duplicate behavior.

truffler is a fuzzy symbol search tool. Treat it as a discovery layer: it points you to likely symbols, but you still need to inspect the code before deciding whether something is reusable.

Workflow

  1. State the behavior you are about to implement in a few words.
  2. Derive 3-6 search queries from the intended behavior:
    • the proposed function or class name
    • domain nouns, such as symbol, path, file, route, token, or config
    • verbs, such as parse, normalize, discover, scan, format, rank, score, resolve, or validate
    • common abbreviations and synonyms, such as btn for button or cfg for config
  3. Run truffler against the narrowest useful root first, then broaden if needed.
  4. Inspect the top matches with normal code-reading tools before editing.
  5. Prefer reusing, extending, or moving existing code when the behavior substantially matches. Create new code only after the search shows there is not a suitable existing symbol.
  6. In your final response, briefly mention what you found and whether you reused something or intentionally added a new implementation.

Command Recipes

When truffler is installed in the target project:

truffler "normalize path" src --kind function,method,constant,type --limit 20
truffler "score" src --kind function,method --format json --limit 15

When working inside this truffler repository:

bun src/cli.ts "discover file" src --kind function,method,constant,type --limit 20
bun src/cli.ts "format result" src --kind function,method --format json --limit 15

When the project has no installed binary and you should not add dependencies, use bunx if network/package execution is acceptable for the environment:

bunx @rayhanadev/truffler "parse config" src --kind function,method,type --limit 20

If truffler cannot be run, say so and fall back to the repository's available search tools. Still follow the same deduplication intent: search before implementing.

Search Strategy

Start with symbols most likely to represent reusable behavior:

truffler "<query>" <root> --kind function,method,constant,type,interface --limit 20

Use JSON output when you need structured fields for ranking, locations, signatures, or automation:

truffler "<query>" <root> --format json --limit 20

Broaden deliberately:

  • If a precise function name has no match, search the domain noun and verb separately.
  • If a utility may live outside src/, try known library, package, app, or test roots.
  • If there are many matches, restrict --kind and reduce the root rather than skimming unrelated output.
  • If top matches look close, read the implementation and nearby tests or call sites before deciding.

Reuse Decision Guide

Consider an existing symbol reusable when it already handles the same input shape, side effects, error behavior, and return shape, or when a small extension would preserve its current contract.

Avoid reusing a symbol just because its name is close. Fuzzy matches can surface unrelated code. Inspect signatures, implementation, callers, and tests before changing anything.

When no suitable symbol exists, keep the new implementation near the closest related module and align with that module's naming, error handling, and test style.

Reporting Template

Use a short note like this when the search affects your implementation:

I checked for existing symbols with `truffler` using queries like `normalize`, `path`, and `resolve`. The closest match was `normalizePath` in `src/files.ts`, so I reused that behavior instead of adding a separate helper.

If nothing relevant exists:

I searched with `truffler` for `parse`, `config`, and `loadConfig` across `src/`; the matches were unrelated, so I added a new helper in the nearest module.

Signals

GitHub stars
15k
Forks
477
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
find-similar-functions
Source
github.com/millionco/react-doctor