diff --git a/.github/workflows/debtlint.yml b/.github/workflows/debtlint.yml
new file mode 100644
index 0000000..9aadf9a
--- /dev/null
+++ b/.github/workflows/debtlint.yml
@@ -0,0 +1,17 @@
+name: Check duplication
+
+on:
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+    debtlint:
+        runs-on: ubuntu-latest
+
+        steps:
+            - uses: actions/checkout@v6
+
+            - name: Run debtlint
+              uses: ./action
+              with:
+               files: "src"
\ No newline at end of file
diff --git a/.github/workflows/quality.yml b/.github/workflows/quality.yml
index 60577bf..24e35f7 100644
--- a/.github/workflows/quality.yml
+++ b/.github/workflows/quality.yml
@@ -2,7 +2,7 @@ name: Quality
 
 on:
   pull_request:
-    branches: [ "main" ]
+    branches: [ "test" ]
 
 jobs:
   check_quality:
diff --git a/Cargo.lock b/Cargo.lock
index c0e2156..37893b0 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -54,9 +54,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.6.1"
+version = "4.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ddb117e43bbf7dacf0a4190fef4d345b9bad68dfc649cb349e7d17d28428e51"
+checksum = "0fb99565819980999fb7b4a1796046a5c949e6d4ff132cf5fadf5a641e20d776"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -64,9 +64,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.6.0"
+version = "4.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "714a53001bf66416adb0e2ef5ac857140e7dc3a0c48fb28b2f10762fc4b5069f"
+checksum = "f09628afdcc538b57f3c6341e9c8e9970f18e4a481690a64974d7023bd33548b"
 dependencies = [
  "anstream",
  "anstyle",
@@ -76,14 +76,14 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.6.1"
+version = "4.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2ce8604710f6733aa641a2b3731eaa1e8b3d9973d5e3565da11800813f997a9"
+checksum = "32f2392eae7f16557a3d727ef3a12e57b2b2ca6f98566a5f4fb41ffe305df077"
 dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -127,9 +127,9 @@ checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
 name = "memchr"
-version = "2.8.2"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88904434abc2901f197fe8cc55f0445e7ded921dba5911dad2e2b39b48e663c4"
+checksum = "cf8baf1c55e62ffcace7a9f06f4bd9cd3f0c4beb022d3b367256b91b87513d98"
 
 [[package]]
 name = "once_cell_polyfill"
@@ -139,27 +139,27 @@ checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.106"
+version = "1.0.107"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fd00f0bb2e90d81d1044c2b32617f68fcb9fa3bb7640c23e9c748e53fb30934"
+checksum = "985e7ec9bb745e6ce6535b544d84d6cd6f7ad8bd711c398938ae983b91a766d9"
 dependencies = [
  "unicode-ident",
 ]
 
 [[package]]
 name = "quote"
-version = "1.0.45"
+version = "1.0.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41f2619966050689382d2b44f664f4bc593e129785a36d6ee376ddf37259b924"
+checksum = "1fbf4db142a473a8d80c26bbf18454ed458bf8d26c8219c331daecfdbd079001"
 dependencies = [
  "proc-macro2",
 ]
 
 [[package]]
 name = "serde"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+checksum = "4148590afebada386688f18773da617792bf2ef03ffc1e4cbd2b1d45b023e0ba"
 dependencies = [
  "serde_core",
  "serde_derive",
@@ -167,29 +167,29 @@ dependencies = [
 
 [[package]]
 name = "serde_core"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
+checksum = "67dca2c9c51e58a4791a4b1ed58308b39c64224d349a935ab5039aa360942a48"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
+checksum = "e7a5d71263a5a7d47b41f6b3f06ba276f10cc18b0931f1799f710578e2309348"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.2",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.150"
+version = "1.0.151"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8014e44b4736ed0538adeecded0fce2a272f22dc9578a7eb6b2d9993c74cfb9"
+checksum = "c841b55ecdae098c80dcae9cf767f6f8a0c2cdb3416bbef72181df4d0fe73f14"
 dependencies = [
  "itoa",
  "memchr",
@@ -206,9 +206,20 @@ checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
 
 [[package]]
 name = "syn"
-version = "2.0.117"
+version = "2.0.119"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e665b8803e7b1d2a727f4023456bbbbe74da67099c585258af0ad9c5013b9b99"
+checksum = "872831b642d1a07999a962a351ed35b955ea2cfc8f3862091e2a240a84f17297"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "syn"
+version = "3.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a207d6d6a2b7fc470b80443726053f18a2481b7e1eee970597051596567987a3"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -244,6 +255,6 @@ dependencies = [
 
 [[package]]
 name = "zmij"
-version = "1.0.21"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8848ee67ecc8aedbaf3e4122217aff892639231befc6a1b58d29fff4c2cabaa"
+checksum = "29666d0abbfad1e3dc4dcf6144730dd3a3ab225bbbdac83319345b1b44ccfc1b"
diff --git a/action/.gitignore b/action/.gitignore
new file mode 100644
index 0000000..b512c09
--- /dev/null
+++ b/action/.gitignore
@@ -0,0 +1 @@
+node_modules
\ No newline at end of file
diff --git a/action/README.md b/action/README.md
new file mode 100644
index 0000000..750219d
--- /dev/null
+++ b/action/README.md
@@ -0,0 +1,10 @@
+# Debtlint action
+
+This action download and run the [debtlint tools](https://github.com/PoCInnovation/Debtlint).
+
+
+## Inputs
+
+**Required**
+
+## Outputs
\ No newline at end of file
diff --git a/action/action.yml b/action/action.yml
new file mode 100644
index 0000000..db6b0d5
--- /dev/null
+++ b/action/action.yml
@@ -0,0 +1,30 @@
+name: debtlint
+description: Identifies repeated or near-duplicate code segments across a codebase.
+author: poc-innovation
+branding:
+  icon: "check-circle"
+  color: "green"
+
+inputs:
+  files:
+    required: false
+
+runs:
+  using: composite
+  steps:
+
+    - name: Install debtlint
+      shell: sh
+      run: cargo install debtlint
+    
+    - name: Install dependencies
+      shell: sh
+      run: npm install
+      working-directory: ./action
+
+
+    - name: Run debtlint
+      shell: sh
+      env:
+        GITHUB_TOKEN: ${{ github.token }}
+      run: node ${{ github.action_path }}/index.js
\ No newline at end of file
diff --git a/action/index.js b/action/index.js
new file mode 100644
index 0000000..ebb2c48
--- /dev/null
+++ b/action/index.js
@@ -0,0 +1 @@
+import './src/debtlint.js';
\ No newline at end of file
diff --git a/action/package-lock.json b/action/package-lock.json
new file mode 100644
index 0000000..add6874
--- /dev/null
+++ b/action/package-lock.json
@@ -0,0 +1,324 @@
+{
+  "name": "action",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "action",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "@actions/core": "^3.0.1",
+        "@actions/github": "^9.1.1",
+        "@octokit/action": "^8.0.4",
+        "zod": "^4.4.3"
+      },
+      "devDependencies": {
+        "@types/node": "^26.1.1"
+      }
+    },
+    "node_modules/@actions/core": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/@actions/core/-/core-3.0.1.tgz",
+      "integrity": "sha512-a6d/Nwahm9fliVGRhdhofo40HjHQasUPusmc7vBfyky+7Z+P2A1J68zyFVaNcEclc/Se+eO595oAr5nwEIoIUA==",
+      "license": "MIT",
+      "dependencies": {
+        "@actions/exec": "^3.0.0",
+        "@actions/http-client": "^4.0.0"
+      }
+    },
+    "node_modules/@actions/exec": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@actions/exec/-/exec-3.0.0.tgz",
+      "integrity": "sha512-6xH/puSoNBXb72VPlZVm7vQ+svQpFyA96qdDBvhB8eNZOE8LtPf9L4oAsfzK/crCL8YZ+19fKYVnM63Sl+Xzlw==",
+      "license": "MIT",
+      "dependencies": {
+        "@actions/io": "^3.0.2"
+      }
+    },
+    "node_modules/@actions/github": {
+      "version": "9.1.1",
+      "resolved": "https://registry.npmjs.org/@actions/github/-/github-9.1.1.tgz",
+      "integrity": "sha512-tL5JbYOBZHc0ngEnCsaDcryUizIUIlQyIMwy1Wkx93H5HzbBJ7TbiPx2PnFjBwZW0Vh05JmfFZhecE6gglYegA==",
+      "license": "MIT",
+      "dependencies": {
+        "@actions/http-client": "^3.0.2",
+        "@octokit/core": "^7.0.6",
+        "@octokit/plugin-paginate-rest": "^14.0.0",
+        "@octokit/plugin-rest-endpoint-methods": "^17.0.0",
+        "@octokit/request": "^10.0.7",
+        "@octokit/request-error": "^7.1.0",
+        "undici": "^6.23.0"
+      }
+    },
+    "node_modules/@actions/github/node_modules/@actions/http-client": {
+      "version": "3.0.2",
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+        "undici": "^6.23.0"
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+    },
+    "node_modules/@actions/io": {
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+      "resolved": "https://registry.npmjs.org/@actions/io/-/io-3.0.2.tgz",
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+      "license": "MIT"
+    },
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+      "license": "MIT",
+      "dependencies": {
+        "@octokit/openapi-types": "^27.0.0"
+      }
+    },
+    "node_modules/@types/node": {
+      "version": "26.1.1",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-26.1.1.tgz",
+      "integrity": "sha512-nxAkRSVkN1Y0JC1W8ky/fTfkGsMmcrRsbx+3XoZE+rMOX71kLYTV7fLXpqud1GpbpP5TuffXFqfX7fH2GgZREw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "undici-types": "~8.3.0"
+      }
+    },
+    "node_modules/before-after-hook": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/before-after-hook/-/before-after-hook-4.0.0.tgz",
+      "integrity": "sha512-q6tR3RPqIB1pMiTRMFcZwuG5T8vwp+vUvEG0vuI6B+Rikh5BfPp2fQ82c925FOs+b0lcFQ8CFrL+KbilfZFhOQ==",
+      "license": "Apache-2.0"
+    },
+    "node_modules/content-type": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/content-type/-/content-type-2.0.0.tgz",
+      "integrity": "sha512-j/O/d7GcZCyNl7/hwZAb606rzqkyvaDctLmckbxLzHvFBzTJHuGEdodATcP3yIRoDrLHkIATJuvzbFlp/ki2cQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/json-with-bigint": {
+      "version": "3.5.10",
+      "resolved": "https://registry.npmjs.org/json-with-bigint/-/json-with-bigint-3.5.10.tgz",
+      "integrity": "sha512-Vcx+JVNEBts/xfcoCS69sKrOhOk/3TVlvlT+XzUOefVKnnrbYSCKpDCm10pohsJFtsJVYnwa/cXRZ4eElzaM6w==",
+      "license": "MIT"
+    },
+    "node_modules/tunnel": {
+      "version": "0.0.6",
+      "resolved": "https://registry.npmjs.org/tunnel/-/tunnel-0.0.6.tgz",
+      "integrity": "sha512-1h/Lnq9yajKY2PEbBadPXj3VxsDDu844OnaAo52UVmIzIvwwtBPIuNvkjuzBlTWpfJyUbG3ez0KSBibQkj4ojg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.6.11 <=0.7.0 || >=0.7.3"
+      }
+    },
+    "node_modules/undici": {
+      "version": "6.27.0",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-6.27.0.tgz",
+      "integrity": "sha512-YmfV3YnEDzXRC5lZ2jWtWWHKGUm1zIt8AhesR1tens+HTNv+YZlN/dp6G727LOvMJ8xjP9Be7Y2Sdr96LDm+pg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.17"
+      }
+    },
+    "node_modules/undici-types": {
+      "version": "8.3.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-8.3.0.tgz",
+      "integrity": "sha512-j375ScV60dom+YkPFIfTLcOiPxkN/buHz5GobjLhixFuANaNs3C9l4GmrWqejgXWJ7BbJcFYpTEUkS1Ge8bpZQ==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/universal-user-agent": {
+      "version": "7.0.3",
+      "resolved": "https://registry.npmjs.org/universal-user-agent/-/universal-user-agent-7.0.3.tgz",
+      "integrity": "sha512-TmnEAEAsBJVZM/AADELsK76llnwcf9vMKuPz8JflO1frO8Lchitr0fNaN9d+Ap0BjKtqWqd/J17qeDnXh8CL2A==",
+      "license": "ISC"
+    },
+    "node_modules/zod": {
+      "version": "4.4.3",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.4.3.tgz",
+      "integrity": "sha512-ytENFjIJFl2UwYglde2jchW2Hwm4GJFLDiSXWdTrJQBIN9Fcyp7n4DhxJEiWNAJMV1/BqWfW/kkg71UDcHJyTQ==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    }
+  }
+}
diff --git a/action/package.json b/action/package.json
new file mode 100644
index 0000000..2c5876d
--- /dev/null
+++ b/action/package.json
@@ -0,0 +1,22 @@
+{
+  "name": "action",
+  "version": "1.0.0",
+  "description": "This action download and run the [debtlint tools](https://github.com/PoCInnovation/Debtlint).",
+  "main": "index.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "type": "module",
+  "dependencies": {
+    "@actions/core": "^3.0.1",
+    "@actions/github": "^9.1.1",
+    "@octokit/action": "^8.0.4",
+    "zod": "^4.4.3"
+  },
+  "devDependencies": {
+    "@types/node": "^26.1.1"
+  }
+}
diff --git a/action/src/debtlint.js b/action/src/debtlint.js
new file mode 100644
index 0000000..95b0888
--- /dev/null
+++ b/action/src/debtlint.js
@@ -0,0 +1,60 @@
+import * as core from '@actions/core';
+import * as github from '@actions/github';
+import { Octokit } from '@octokit/action';
+import { spawn } from 'child_process';
+
+import { diagnosticSchema } from './schemas.js';
+
+const octokit = new Octokit();
+
+/**
+ * Execute a command in a child process     te
+ * @param {string} cmd
+ * @param {string[]} args
+ * @returns {Promise<string>}
+ */
+const execCommand = (cmd, args = []) => {
+  return new Promise((resolve, reject) => {
+    const process = spawn(cmd, args);
+    let output = ""
+    let errorOutput = ""
+
+    process.stdout.on('data', (data) => {
+      output += data.toString();
+    });
+
+    process.stderr.on('data', (data) => {
+      errorOutput += data.toString();
+    });
+
+    process.on('close', (code) => {
+      if (code !== 0) {
+        return reject(new Error(`Process exited with code ${code}: ${errorOutput}`));
+      }
+      resolve(output);
+    });
+
+    process.on('error', reject);
+  });
+};
+
+const rawOutput = await execCommand('cargo', ['run', 'main.rs']);
+const diagnostic = diagnosticSchema.parse(JSON.parse(rawOutput));
+
+const range = diagnostic.ranges[0];
+
+await octokit.request('POST /repos/{owner}/{repo}/pulls/{pull_number}/comments', {
+  owner: github.context.repo.owner,
+  repo: github.context.repo.repo,
+  pull_number: github.context.payload.pull_request.number,
+  body: diagnostic.code_description,
+  commit_id: github.context.payload.pull_request.head.sha,
+  path: diagnostic.source,
+  start_line: range.start.line,
+  start_side: 'RIGHT',
+  line: range.end.line,
+  side: 'RIGHT',
+  headers: {
+    'X-GitHub-Api-Version': '2026-03-10',
+  },
+});
\ No newline at end of file
diff --git a/action/src/schemas.js b/action/src/schemas.js
new file mode 100644
index 0000000..af12006
--- /dev/null
+++ b/action/src/schemas.js
@@ -0,0 +1,19 @@
+import { z } from "zod";
+
+const positionSchema = z.object({
+  line: z.number().min(0),
+  character: z.number().min(0),
+});
+
+const rangeSchema = z.object({
+  start: positionSchema,
+  end: positionSchema,
+});
+
+export const diagnosticSchema = z.object({
+    source: z.string(),
+    severity: z.string(),
+    code: z.number().min(0) ,
+    ranges: z.array(rangeSchema),
+    codeDescription: z.string().optional(),
+})
diff --git a/src/debug_run.rs b/src/debug_run.rs
index 945b69a..777ba71 100644
--- a/src/debug_run.rs
+++ b/src/debug_run.rs
@@ -1,9 +1,21 @@
 use debtlint::in_out::{read_corpus, save_vocabulary, write_encoded_sequence_json};
 use debtlint::pipeline::{BpeConfig, run_bpe};
 use debtlint::tokenizer::{BASE_VOCAB_SIZE, SourceFile, decode_sequence};
+use debtlint::linter::{get_duplicated};
 
 use crate::cli::Args;
+use serde_json;
 
+
+pub fn run_linter() -> std::io::Result<()> {
+    let diagnostic = get_duplicated();
+    match serde_json::to_string(&diagnostic) {
+        Ok(data) => { println!("{}", data); Ok(()) },
+        Err(err) => { println!("Error: {}", err); Err(std::io::Error::new(std::io::ErrorKind::Other, err))  }
+    }
+}
+
+#[allow(dead_code)]
 pub fn run(args: &Args) -> std::io::Result<()> {
     let content = read_corpus(&args.file)?;
     let files = vec![SourceFile {
@@ -30,6 +42,7 @@ pub fn run(args: &Args) -> std::io::Result<()> {
     Ok(())
 }
 
+#[allow(dead_code)]
 fn print_stats(result: &debtlint::tokenizer::BpeTrainingResult, content: &str, args: &Args) {
     let initial_tokens = result.initial_token_count;
     let encoded_tokens = result.encoded_token_count();
@@ -59,6 +72,7 @@ fn print_stats(result: &debtlint::tokenizer::BpeTrainingResult, content: &str, a
     );
 }
 
+#[allow(dead_code)]
 fn verify_decode_roundtrip(
     args: &Args,
     files: &[SourceFile],
diff --git a/src/lib.rs b/src/lib.rs
index 7d0b318..584e63b 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,3 +1,4 @@
 pub mod in_out;
 pub mod pipeline;
 pub mod tokenizer;
+pub mod linter;
\ No newline at end of file
diff --git a/src/linter/diagnostic.rs b/src/linter/diagnostic.rs
new file mode 100644
index 0000000..2edee5e
--- /dev/null
+++ b/src/linter/diagnostic.rs
@@ -0,0 +1,24 @@
+use serde::Serialize;
+
+
+
+#[derive(Serialize, Debug)]
+pub struct Position {
+    pub line: u32,
+    pub character: u32 
+}
+
+#[derive(Serialize, Debug)]
+pub struct Range {
+    pub start: Position,
+    pub end: Position
+}
+
+#[derive(Serialize, Debug)]
+pub struct Diagnostic {
+    pub source: String,
+    pub severity: String,
+    pub code: u16,
+    pub ranges: Vec<Range>,
+    pub code_description: String
+}
\ No newline at end of file
diff --git a/src/linter/linter.rs b/src/linter/linter.rs
new file mode 100644
index 0000000..677a1aa
--- /dev/null
+++ b/src/linter/linter.rs
@@ -0,0 +1,14 @@
+use super::diagnostic::{Diagnostic, Range, Position};
+
+pub fn get_duplicated() -> Diagnostic {
+    Diagnostic {
+        source: String::from("src/main.rs"),
+        severity: String::from("low"),
+        code: 1,
+        ranges: vec![Range {
+            start: Position { line: 8, character: 8 },
+            end: Position { line: 8, character: 12 },
+        }],
+        code_description: String::from("No typing"),
+    }
+}
\ No newline at end of file
diff --git a/src/linter/mod.rs b/src/linter/mod.rs
new file mode 100644
index 0000000..68415a0
--- /dev/null
+++ b/src/linter/mod.rs
@@ -0,0 +1,5 @@
+mod diagnostic;
+mod linter;
+
+pub use diagnostic::{Diagnostic};
+pub use linter::get_duplicated;
\ No newline at end of file
diff --git a/src/main.rs b/src/main.rs
index da9c918..590ac46 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -1,25 +1,15 @@
 mod cli;
 mod config;
 mod ingestion;
+mod debug_run;
 
 use clap::Parser;
 use cli::Args;
-use config::get_config;
-use debtlint::pipeline::{BpeConfig, run_bpe};
-use ingestion::ingest_codebase;
 
-fn main() -> std::io::Result<()> {
-    let args = Args::parse();
-    let cfg = get_config();
-    let files = ingest_codebase(cfg);
-
-    let _result = run_bpe(
-        &files,
-        BpeConfig {
-            vocab_size: args.vocab_size,
-            min_frequency: args.min_frequency,
-        },
-        args.load_vocab.as_deref(),
-    )?;
-    Ok(())
+fn main() {
+    let _ = Args::parse();
+    if let Err(err) = debug_run::run_linter() {
+        eprintln!("{err}");
+        std::process::exit(1);
+    }
 }
diff --git a/src/pipeline.rs b/src/pipeline.rs
index c3fd0d1..6187b5b 100644
--- a/src/pipeline.rs
+++ b/src/pipeline.rs
@@ -1,5 +1,6 @@
 use crate::in_out::load_vocabulary;
 use crate::tokenizer::{BpeTrainingResult, SourceFile, encode_corpus, train_corpus};
+
 use std::path::Path;
 
 pub struct BpeConfig {