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Jscpd

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kucherenko
jscpd

Copy-paste detector for 220+ languages. Detect exact, renamed and near-miss duplicated code, measure duplication percentages, and find refactoring hotspots with the codebase summary.

Overview

Publisherkucherenko
Repositoryjscpd
Skill namejscpd
Stars
6.2K
Forks
265
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by kucherenko on GitHub. Read the source before you install it.

Installation

Install the Jscpd AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/kucherenko/jscpd.git /tmp/jscpd
mkdir -p .claude/skills
cp -r /tmp/jscpd/skills/jscpd .claude/skills/jscpd
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Jscpd in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Jscpd on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Jscpd is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

jscpd

Copy-paste detector for programming source code, supports 220+ languages. Use this skill to run jscpd and understand its output.

Quick Start

bash
# Run with ai reporter (compact output optimized for agents)
npx jscpd --reporters ai <path>

# With ignore patterns
npx jscpd --reporters ai --ignore "**/node_modules/**,**/dist/**" <path>

# Scope to specific formats
npx jscpd --reporters ai --format "javascript,typescript" <path>

# Second pass, noisier: copies that only differ in names and values (Type-2, "renamed").
# Review each hit before acting on it.
npx jscpd --reporters ai --ignore-identifiers --min-tokens 70 <path>

# Third pass, noisier still: copies with a few edited lines or the same function
# structure (Type-3, "similar"). Keep the settings tight.
npx jscpd --reporters ai --max-gap-lines 1 --similarity 0.85 <path>

# Where to refactor first: clone list plus a hotspot summary
npx jscpd --reporters ai --summary <path>

AI Reporter Output Format

The ai reporter produces compact, token-efficient output designed for agent consumption:

Clones:
src/ foo.ts:10-25 ~ bar.ts:42-57
src/utils/helpers.ts:100-120 ~ src/utils/other.ts:5-25
src/cart/ basket.js:1-9 ~ cart.js:1-9 (renamed)
src/api/ save-account.js:1-12 ~ save-user.js:1-11 [~0.91 gap]
src/billing/ credit-note.js:1-19 ~ invoice.js:1-17 [~0.75 ast]
---
5 clones · 4.2% duplication

Each line represents one clone pair:

  • Same file: path/file.ts 10-25 ~ 45-60 (shared path shown once)
  • Same directory: shared/prefix/ file-a.ts:10-25 ~ file-b.ts:42-57 (common prefix factored out)
  • Different paths: path/a.ts:10-25 ~ path/b.ts:42-57

A suffix tells the kind of clone; no suffix means an exact copy:

  • (renamed): the two blocks differ only in identifier names, literal values or annotations (Type-2). Only appears with --ignore-identifiers, --ignore-literals or --ignore-annotations.
  • [~0.91 gap]: two exact clones merged across up to --max-gap-lines unmatched lines (Type-3). The number is matched tokens over the merged span.
  • [~0.75 ast]: two functions whose syntax-tree structure overlaps at least --similarity (Type-3). The number is the structural similarity, names and literal values do not count.

Options

OptionDescription
--reporters aiUse the AI-optimized reporter (compact clone list for agents)
--reporters htmlGenerate HTML report
--reporters jsonOutput JSON report
--min-tokens NMinimum tokens to consider a duplication (default: 50)
--min-lines NMinimum lines to consider a duplication (default: 5)
--threshold NExit with error if duplication % exceeds N
--ignore "glob"Ignore patterns (comma-separated)
--format "list"Limit to specific languages (e.g. typescript,javascript)
--cross-formats "groups"Detect clones across related formats (e.g. javascript,typescript or the js-ts preset)
--ignore-identifiersTreat all identifiers as equal, so blocks that differ only in variable, function or type names match (Type-2, reported as renamed)
--ignore-literalsTreat all string literals as equal and all numeric literals as equal (Type-2)
--ignore-annotationsDrop @Name / @Name(...) annotations and decorators before matching, in languages where @ means one (Type-2)
--max-gap-lines NMerge clones of one file pair separated by at most N unmatched lines into one similar clone (Type-3, default: 0 = off)
--similarity RATIOReport JavaScript/TypeScript function pairs whose syntax-tree similarity reaches RATIO, in (0, 1], as similar clones (Type-3, default: 1 = exact only)
--summaryAppend a codebase summary: top files/folders by tokens, lines, size, complexity, with duplication share
--summary-top NNumber of entries in each summary top list (default: 10)
--summary-by metricSummary ranking metric: tokens, lines, size, complexity (default: tokens)
--pattern "glob"Glob pattern to select files
--no-gitignoreDo not respect .gitignore (it is respected by default)
--output "path"Directory to write reports to
--silentSuppress console output (useful with file reporters and --output)
--listList all supported formats and exit
--no-tipsDisable tips in output (skipped automatically when stdout is not a TTY or CI or JSCPD_NO_TIPS is set)
--config "path"Path to .jscpd.json config file

Clone Kinds: Exact, Renamed, Similar

By default jscpd reports exact clones only: the token sequences are identical (whitespace, layout and, depending on the mode, comments do not count). Two opt-in families widen the net. Run them as separate passes after the default scan, because they find more and longer clones and change what a "clone" means.

These passes are noisy by design. An exact clone is almost always a real copy. A renamed or similar clone is a candidate: the flags deliberately ignore the very things (names, values, a statement or two) that often make two blocks different in meaning. Expect false positives from:

  • boilerplate that is supposed to look alike: DTOs and models, config tables, enum-like maps, route or handler registrations, builders
  • test files: describe/it blocks, fixtures and setup code repeat the same shape on purpose
  • generated code, migrations, serializers, protocol bindings
  • language idioms: two reduce loops or two switch statements that share structure but not logic
  • small blocks: with --ignore-identifiers a 50-token block is mostly placeholders, so raise --min-tokens

Rules that keep the noise manageable:

  • Run them after the exact clones are handled, one family at a time, so every hit is attributable to one flag.
  • Start conservative: --ignore-identifiers alone (add --ignore-literals only when constants are the known problem), --max-gap-lines 1 or 2, --similarity 0.85 or higher, and --min-tokens 70 or more for the identifier pass. Widen only when the tight run comes back empty.
  • Treat every (renamed) or [~…] line as a lead to read, not a defect to fix. Do not gate CI (--threshold, --fail-on-new-clones) on these passes unless the team has reviewed what they report on the codebase.
  • Never claim "N duplicates found" from a normalized run without saying which flags produced them.

Type-2: renamed clones (--ignore-identifiers, --ignore-literals, --ignore-annotations)

Copies where someone renamed the variables or changed the constants:

bash
npx jscpd --reporters ai --ignore-identifiers <path>                      # function a(x) {…} matches function b(y) {…}
npx jscpd --reporters ai --ignore-identifiers --ignore-literals <path>    # …and 10 matches 25, 'dev' matches 'prod'
npx jscpd --reporters ai --ignore-annotations <path>                      # @Override / @Deprecated no longer split a clone
Clones:
basket.js:1-9 ~ cart.js:1-9 (renamed)
limits-dev.js:1-13 ~ limits-prod.js:1-13 (renamed)
---
  • Keywords keep their meaning (return never matches retry), so structure still has to match.
  • --ignore-annotations only acts in Java, Kotlin, Scala, Groovy, Python, Dart, Swift, JavaScript and TypeScript; in Ruby, Perl, T-SQL, Razor and CSS @ means something else and is left alone.
  • Positions in the report still point at the original source.
  • Config keys: ignoreIdentifiers, ignoreLiterals, ignoreAnnotations.

Type-3: near-miss clones (--max-gap-lines, --similarity)

Copies with a few edited lines, or functions rewritten with the same shape:

bash
npx jscpd --reporters ai --max-gap-lines 2 <path>      # a copy with up to 2 inserted/changed lines becomes one clone
npx jscpd --reporters ai --similarity 0.8 <path>       # JS/TS functions with ≥80% shared syntax-tree structure
Clones:
save-account.js:1-12 ~ save-user.js:1-11 [~0.91 gap]
credit-note.js:1-19 ~ invoice.js:1-17 [~0.75 ast]
---
  • --max-gap-lines N only joins clones the exact run already found, so it removes fragmentation rather than inventing matches; it works in every language. A merge is refused when the gap holds more tokens than the halves share (similarity would drop under 0.5).
  • --similarity RATIO compares whole functions by the bag of 4-grams over their syntax-tree node types, so a renamed copy scores 1.0, one inserted line about 0.9, two added statements plus renames about 0.75. Today it applies to JavaScript, TypeScript, JSX and TSX only; other formats are a silent no-op. Start at 0.85 for near-identical structure and lower to 0.7 only when looking for leads; below 0.8 a large share of pairs merely share an idiom, so read both functions before believing the score.
  • similar takes precedence over renamed when both apply (a merged clone is no longer identical even after normalization).
  • Config keys: maxGapLines, similarity.

Where the kind shows up

  • console: Clone found (javascript, renamed), Clone found (javascript, similar (gap) ~0.91), Clone found (javascript, similar (ast) ~0.75).
  • json: "kind": "exact" | "renamed" | "similar", plus "similarity" and "method": "gap" | "ast" for similar clones.
  • sarif: rules jscpd/duplicate-code, jscpd/renamed-code, jscpd/similar-code; Code Climate uses the same three check_name values.
  • A default run reports only exact clones and its output is unchanged by these features.
  • Normalized runs produce different clone fingerprints than exact runs: keep a separate --baseline file per configuration.

Codebase Summary (--summary)

--summary appends a refactoring-hotspot overview to the run output — use it to decide where to refactor first before diving into individual clones:

bash
# Compact clone list + compact summary, optimized for agents
npx jscpd --reporters ai --summary --no-tips <path>

# Rank by complexity instead of tokens, top 5 lists
npx jscpd --reporters ai --summary --summary-by complexity --summary-top 5 <path>

With the ai reporter the summary is one line per entry:

Summary by tokens (321 files, 129 folders):
files (tokens/lines/size/cx/dup%):
src/files.ts 2052/363/11662/80/0.0%
long-line/theme-branded.js 498/15/2.5K/10/93.3%
...
folders (files/tokens/lines/size):
src/core 8/5264/843/27136
...

How to read it:

  • Top files are ranked by the --summary-by metric, but every row carries all metrics — tokens/lines/size/cx/dup%.
  • cx is a language-agnostic cyclomatic-complexity estimate from the token stream (1 + decision-point tokens like if/while/&&); treat it as a ranking signal, not an exact metric.
  • dup% is the share of the file's lines covered by detected clones — a large file with high dup% is the best refactoring target. It reflects the clones of the current run, so with the Type-2/Type-3 flags it rises accordingly.
  • Folders aggregate files into their direct parent directory (no cumulative ancestor totals).
  • In console reporters the summary renders as aligned tables; in the json report it appears as an additive summary key (absent when the flag is off).

Config file equivalents: "summary": true, "summaryTop": 10, "summaryBy": "tokens".

Cross-Format Clone Detection

By default each format is compared only against itself. --cross-formats defines groups of related formats that share one comparison pool, so a block duplicated between a .js and a .ts file is reported as a clone:

bash
# One group: compare JavaScript and TypeScript files together
npx jscpd --reporters ai --cross-formats "javascript,typescript" <path>

# Preset covering javascript, jsx, typescript, tsx
npx jscpd --reporters ai --cross-formats "js-ts" <path>

# Multiple groups are separated by ";"
npx jscpd --reporters ai --cross-formats "javascript,typescript;css,scss" <path>

Notes:

  • When a group mixes TypeScript with JavaScript, TS files are compared with erasable type syntax stripped, so function f(a: number): void matches function f(a). Reported positions still reference the original source.
  • Groups need at least two formats; groups sharing a format are merged into one pool.
  • In per-format statistics, a cross-format clone is attributed to one member format of the group.
  • In config files the key is crossFormats (or cross-formats) and accepts a string ("javascript,typescript;css,scss"), an array of strings (["javascript,typescript", "css,scss"]), or an array of arrays ([["javascript","typescript"],["css","scss"]]).

Configuration File

Create a .jscpd.json in your project root:

json
{
  "threshold": 0,
  "reporters": ["ai"],
  "ignore": ["**/node_modules/**", "**/dist/**", "**/*.min.*"],
  "format": ["typescript", "javascript"],
  "minLines": 5,
  "minTokens": 50,
  "ignoreIdentifiers": false,
  "ignoreLiterals": false,
  "maxGapLines": 0,
  "similarity": 1,
  "summary": false,
  "output": "./reports/jscpd"
}

Refactoring Duplicated Code

Once you've detected clones, use the dry-refactoring skill for a guided workflow to eliminate them, with a strategy per clone kind:

dry-refactoring — step-by-step refactoring strategies and workflow for removing duplication. Install with:

bash
npx skills add https://github.com/kucherenko/jscpd --skill dry-refactoring

Frequently asked questions

What does the Jscpd AI skill do?

Copy-paste detector for 220+ languages. Detect exact, renamed and near-miss duplicated code, measure duplication percentages, and find refactoring hotspots with the codebase summary.

Why use Jscpd on TypingMind?

Because you install it once and use it with any model. Jscpd is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Jscpd in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/kucherenko/jscpd/tree/master/skills/jscpd. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Jscpd?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Jscpd?

As many as you like. As long as a model supports skills, you can use Jscpd with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Jscpd AI skill free?

Yes. It is published on GitHub by kucherenko under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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