From f8db097ba97a3b94fa7c5494ba386f6fe048d792 Mon Sep 17 00:00:00 2001 From: NotAShelf Date: Fri, 30 Jan 2026 16:46:39 +0300 Subject: [PATCH] initial commit Signed-off-by: NotAShelf Change-Id: Ic08e7c4b5b4f4072de9e2f9a701e977b6a6a6964 --- .env.example | 5 + .gitignore | 2 + config.example.ts | 94 ++ eslint.config.mjs | 31 + package.json | 32 + pnpm-lock.yaml | 2734 +++++++++++++++++++++++++++++++++++++++++ prettier.config.mjs | 15 + src/config.ts | 145 +++ src/dashboard.ts | 312 +++++ src/engine/checks.ts | 138 +++ src/engine/diff.ts | 202 +++ src/engine/index.ts | 117 ++ src/engine/quality.ts | 179 +++ src/events.ts | 40 + src/filters.ts | 43 + src/github.ts | 187 +++ src/index.ts | 167 +++ src/logger.ts | 53 + src/server.ts | 289 +++++ src/types.ts | 122 ++ tsconfig.json | 17 + 21 files changed, 4924 insertions(+) create mode 100644 .env.example create mode 100644 .gitignore create mode 100644 config.example.ts create mode 100644 eslint.config.mjs create mode 100644 package.json create mode 100644 pnpm-lock.yaml create mode 100644 prettier.config.mjs create mode 100644 src/config.ts create mode 100644 src/dashboard.ts create mode 100644 src/engine/checks.ts create mode 100644 src/engine/diff.ts create mode 100644 src/engine/index.ts create mode 100644 src/engine/quality.ts create mode 100644 src/events.ts create mode 100644 src/filters.ts create mode 100644 src/github.ts create mode 100644 src/index.ts create mode 100644 src/logger.ts create mode 100644 src/server.ts create mode 100644 src/types.ts create mode 100644 tsconfig.json diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..f45dbf6 --- /dev/null +++ b/.env.example @@ -0,0 +1,5 @@ +GITHUB_TOKEN=ghp_your_personal_access_token +WEBHOOK_SECRET=your_webhook_secret +PORT=3000 +CONFIG_PATH=config.ts +LOG_LEVEL=info diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b947077 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +node_modules/ +dist/ diff --git a/config.example.ts b/config.example.ts new file mode 100644 index 0000000..28f5bb8 --- /dev/null +++ b/config.example.ts @@ -0,0 +1,94 @@ +import type { Config } from './src/types'; + +const config: Config = { + server: { + port: 3000, + }, + + repositories: [ + // Leave empty to accept webhooks from any repo. + // { owner: "myorg", repo: "myrepo" }, + ], + + filters: { + labels: { + include: [], + exclude: ['bot-ignore'], + }, + authors: { + exclude: ['dependabot', 'renovate[bot]'], + }, + branches: { + include: [], // empty = all branches + }, + }, + + engine: { + backends: { + // Queries GitHub Checks API for CI results (ESLint, Clippy, tests, builds). + // Requires GITHUB_TOKEN. + checks: { enabled: true }, + + // Analyzes PR diff: size, file count, test coverage, net additions/deletions. + // Requires GITHUB_TOKEN. Only applies to pull_request events. + diff: { + enabled: true, + maxChanges: 1000, // PRs above this line count are flagged as too large + requireTests: false, // set true to flag PRs with no test file changes + }, + + // Analyzes issue/PR body for structural quality: description length, + // code blocks, reproduction steps, linked issues, test plans. + // Works without a token (pure text analysis). + quality: { + enabled: true, + minBodyLength: 50, // minimum characters for an "adequate" description + }, + }, + + // Relative importance of each backend when combining results. + weights: { + checks: 0.4, + diff: 0.3, + quality: 0.3, + }, + + // Below this combined confidence, classify as neutral. + confidenceThreshold: 0.1, + }, + + response: { + includeConfidence: true, + includeReasoning: true, + + // One message is picked at random from the list matching the impact. + // Placeholders: {type} (issue/pull request), {impact} (positive/negative/neutral) + messages: { + positive: [ + 'This {type} looks great for the trout! All signals point upstream.', + 'The trout approve of this {type}. Swim on!', + 'Splashing good news - this {type} is looking healthy.', + ], + negative: [ + 'This {type} is muddying the waters. The trout are concerned.', + 'Warning: the trout sense trouble in this {type}.', + 'Something smells fishy about this {type}. Please review.', + ], + neutral: [ + 'The trout have no strong feelings about this {type}.', + 'This {type} is neither upstream nor downstream. Neutral waters.', + 'The trout are watching this {type} with mild interest.', + ], + }, + + commentMarker: '', + allowUpdates: false, // set true to update comments when CI finishes (requires check_suite webhook) + }, + + logging: { + level: 'info', + file: 'troutbot.log', + }, +}; + +export default config; diff --git a/eslint.config.mjs b/eslint.config.mjs new file mode 100644 index 0000000..57ccfab --- /dev/null +++ b/eslint.config.mjs @@ -0,0 +1,31 @@ +import tseslint from '@typescript-eslint/eslint-plugin'; +import tsparser from '@typescript-eslint/parser'; + +export default [ + { + files: ['**/*.ts', '**/*.tsx', '**/*.js', '**/*.jsx'], + ignores: ['dist/**', 'node_modules/**'], + languageOptions: { + ecmaVersion: 2022, + sourceType: 'module', + parser: tsparser, + globals: { + console: 'readonly', + process: 'readonly', + setTimeout: 'readonly', + setInterval: 'readonly', + clearTimeout: 'readonly', + clearInterval: 'readonly', + }, + }, + plugins: { + '@typescript-eslint': tseslint, + }, + rules: { + ...tseslint.configs.recommended.rules, + '@typescript-eslint/no-explicit-any': 'warn', + '@typescript-eslint/no-unused-vars': ['error', { argsIgnorePattern: '^_' }], + 'no-console': 'off', + }, + }, +]; diff --git a/package.json b/package.json new file mode 100644 index 0000000..0141ca9 --- /dev/null +++ b/package.json @@ -0,0 +1,32 @@ +{ + "name": "troutbot", + "version": "1.0.0", + "description": "GitHub webhook bot that analyzes issues and PRs for impact on the trout population", + "main": "dist/index.js", + "scripts": { + "build": "tsup src/index.ts --format cjs --dts --clean", + "start": "node dist/index.js", + "dev": "tsx src/index.ts", + "lint": "eslint .", + "fmt": "prettier --write ." + }, + "dependencies": { + "@octokit/rest": "^22.0.1", + "dotenv": "^17.2.3", + "express": "^5.2.1", + "express-rate-limit": "^8.2.1", + "jiti": "^2.6.1", + "winston": "^3.19.0" + }, + "devDependencies": { + "@types/express": "^5.0.6", + "@types/node": "^25.1.0", + 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+ transitivePeerDependencies: + - supports-color + + serve-static@2.2.1: + dependencies: + encodeurl: 2.0.0 + escape-html: 1.0.3 + parseurl: 1.3.3 + send: 1.2.1 + transitivePeerDependencies: + - supports-color + + setprototypeof@1.2.0: {} + + shebang-command@2.0.0: + dependencies: + shebang-regex: 3.0.0 + + shebang-regex@3.0.0: {} + + side-channel-list@1.0.0: + dependencies: + es-errors: 1.3.0 + object-inspect: 1.13.4 + + side-channel-map@1.0.1: + dependencies: + call-bound: 1.0.4 + es-errors: 1.3.0 + get-intrinsic: 1.3.0 + object-inspect: 1.13.4 + + side-channel-weakmap@1.0.2: + dependencies: + call-bound: 1.0.4 + es-errors: 1.3.0 + get-intrinsic: 1.3.0 + object-inspect: 1.13.4 + side-channel-map: 1.0.1 + + side-channel@1.1.0: + dependencies: + es-errors: 1.3.0 + object-inspect: 1.13.4 + side-channel-list: 1.0.0 + side-channel-map: 1.0.1 + side-channel-weakmap: 1.0.2 + + source-map@0.7.6: {} + + stack-trace@0.0.10: {} + + statuses@2.0.2: {} + + string_decoder@1.3.0: + dependencies: + safe-buffer: 5.2.1 + + strip-json-comments@3.1.1: {} + + sucrase@3.35.1: + dependencies: + '@jridgewell/gen-mapping': 0.3.13 + commander: 4.1.1 + lines-and-columns: 1.2.4 + mz: 2.7.0 + pirates: 4.0.7 + tinyglobby: 0.2.15 + ts-interface-checker: 0.1.13 + + supports-color@7.2.0: + dependencies: + has-flag: 4.0.0 + + text-hex@1.0.0: {} + + thenify-all@1.6.0: + dependencies: + thenify: 3.3.1 + + thenify@3.3.1: + dependencies: + any-promise: 1.3.0 + + tinyexec@0.3.2: {} + + tinyglobby@0.2.15: + dependencies: + fdir: 6.5.0(picomatch@4.0.3) + picomatch: 4.0.3 + + toidentifier@1.0.1: {} + + tree-kill@1.2.2: {} + + triple-beam@1.4.1: {} + + ts-api-utils@2.4.0(typescript@5.9.3): + dependencies: + typescript: 5.9.3 + + ts-interface-checker@0.1.13: {} + + tsup@8.5.1(jiti@2.6.1)(tsx@4.21.0)(typescript@5.9.3): + dependencies: + bundle-require: 5.1.0(esbuild@0.27.2) + cac: 6.7.14 + chokidar: 4.0.3 + consola: 3.4.2 + debug: 4.4.3 + esbuild: 0.27.2 + fix-dts-default-cjs-exports: 1.0.1 + joycon: 3.1.1 + picocolors: 1.1.1 + postcss-load-config: 6.0.1(jiti@2.6.1)(tsx@4.21.0) + resolve-from: 5.0.0 + rollup: 4.57.1 + source-map: 0.7.6 + sucrase: 3.35.1 + tinyexec: 0.3.2 + tinyglobby: 0.2.15 + tree-kill: 1.2.2 + optionalDependencies: + typescript: 5.9.3 + transitivePeerDependencies: + - jiti + - supports-color + - tsx + - yaml + + tsx@4.21.0: + dependencies: + esbuild: 0.27.2 + get-tsconfig: 4.13.1 + optionalDependencies: + fsevents: 2.3.3 + + type-check@0.4.0: + dependencies: + prelude-ls: 1.2.1 + + type-is@2.0.1: + dependencies: + content-type: 1.0.5 + media-typer: 1.1.0 + mime-types: 3.0.2 + + typescript@5.9.3: {} + + ufo@1.6.3: {} + + undici-types@7.16.0: {} + + universal-user-agent@7.0.3: {} + + unpipe@1.0.0: {} + + uri-js@4.4.1: + dependencies: + punycode: 2.3.1 + + util-deprecate@1.0.2: {} + + vary@1.1.2: {} + + which@2.0.2: + dependencies: + isexe: 2.0.0 + + winston-transport@4.9.0: + dependencies: + logform: 2.7.0 + readable-stream: 3.6.2 + triple-beam: 1.4.1 + + winston@3.19.0: + dependencies: + '@colors/colors': 1.6.0 + '@dabh/diagnostics': 2.0.8 + async: 3.2.6 + is-stream: 2.0.1 + logform: 2.7.0 + one-time: 1.0.0 + readable-stream: 3.6.2 + safe-stable-stringify: 2.5.0 + stack-trace: 0.0.10 + triple-beam: 1.4.1 + winston-transport: 4.9.0 + + word-wrap@1.2.5: {} + + wrappy@1.0.2: {} + + yocto-queue@0.1.0: {} diff --git a/prettier.config.mjs b/prettier.config.mjs new file mode 100644 index 0000000..e218dce --- /dev/null +++ b/prettier.config.mjs @@ -0,0 +1,15 @@ +export default { + printWidth: 100, + tabWidth: 2, + useTabs: false, + semi: true, + singleQuote: true, + quoteProps: 'as-needed', + jsxSingleQuote: false, + trailingComma: 'es5', + bracketSpacing: true, + bracketSameLine: false, + arrowParens: 'always', + endOfLine: 'lf', + plugins: [], +}; diff --git a/src/config.ts b/src/config.ts new file mode 100644 index 0000000..5c6354f --- /dev/null +++ b/src/config.ts @@ -0,0 +1,145 @@ +import fs from 'node:fs'; +import path from 'node:path'; +import { createJiti } from 'jiti'; +import dotenv from 'dotenv'; +import type { Config } from './types.js'; + +dotenv.config(); + +const jiti = createJiti(__filename, { interopDefault: true }); + +const defaults: Config = { + server: { port: 3000 }, + repositories: [], + filters: { + labels: { include: [], exclude: [] }, + authors: { exclude: [] }, + branches: { include: [] }, + }, + engine: { + backends: { + checks: { enabled: true }, + diff: { enabled: true, maxChanges: 1000, requireTests: false }, + quality: { enabled: true, minBodyLength: 50 }, + }, + weights: { + checks: 0.4, + diff: 0.3, + quality: 0.3, + }, + confidenceThreshold: 0.1, + }, + response: { + includeConfidence: true, + includeReasoning: true, + messages: { + positive: [ + 'This {type} looks great for the trout! All signals point upstream.', + 'The trout approve of this {type}. Swim on!', + 'Splashing good news - this {type} is looking healthy.', + ], + negative: [ + 'This {type} is muddying the waters. The trout are concerned.', + 'Warning: the trout sense trouble in this {type}.', + 'Something smells fishy about this {type}. Please review.', + ], + neutral: [ + 'The trout have no strong feelings about this {type}.', + 'This {type} is neither upstream nor downstream. Neutral waters.', + 'The trout are watching this {type} with mild interest.', + ], + }, + commentMarker: '', + allowUpdates: false, + }, + logging: { + level: 'info', + file: 'troutbot.log', + }, +}; + +export function deepMerge>(target: T, source: Partial): T { + const result = { ...target }; + for (const key of Object.keys(source) as (keyof T)[]) { + const sourceVal = source[key]; + const targetVal = target[key]; + if ( + sourceVal !== null && + sourceVal !== undefined && + typeof sourceVal === 'object' && + !Array.isArray(sourceVal) && + typeof targetVal === 'object' && + !Array.isArray(targetVal) && + targetVal !== null + ) { + result[key] = deepMerge( + targetVal as Record, + sourceVal as Record + ) as T[keyof T]; + } else if (sourceVal !== undefined) { + result[key] = sourceVal as T[keyof T]; + } + } + return result; +} + +export function loadConfig(): Config { + const configPath = process.env.CONFIG_PATH || 'config.ts'; + const resolvedPath = path.resolve(configPath); + + let fileConfig: Partial = {}; + if (fs.existsSync(resolvedPath)) { + const loaded = jiti(resolvedPath) as Partial | { default: Partial }; + fileConfig = 'default' in loaded ? loaded.default : loaded; + } else if (process.env.CONFIG_PATH) { + console.warn( + `Warning: CONFIG_PATH is set to "${process.env.CONFIG_PATH}" but file not found at ${resolvedPath}` + ); + } + + const config = deepMerge(defaults, fileConfig); + + // Environment variable overrides + if (process.env.PORT) { + const parsed = parseInt(process.env.PORT, 10); + if (Number.isNaN(parsed)) { + throw new Error(`Invalid PORT value: "${process.env.PORT}" is not a number`); + } + config.server.port = parsed; + } + + const validLogLevels = ['debug', 'info', 'warn', 'error']; + if (process.env.LOG_LEVEL) { + if (!validLogLevels.includes(process.env.LOG_LEVEL)) { + throw new Error( + `Invalid LOG_LEVEL: "${process.env.LOG_LEVEL}". Must be one of: ${validLogLevels.join(', ')}` + ); + } + config.logging.level = process.env.LOG_LEVEL; + } + + validate(config); + return config; +} + +export function validate(config: Config): void { + if (!config.server.port || config.server.port < 1 || config.server.port > 65535) { + throw new Error('Invalid server port'); + } + + const { backends } = config.engine; + if (!backends.checks.enabled && !backends.diff.enabled && !backends.quality.enabled) { + throw new Error('At least one engine backend must be enabled'); + } + + const { weights } = config.engine; + for (const [key, value] of Object.entries(weights)) { + if (value < 0) { + throw new Error(`Backend weight "${key}" must be non-negative, got ${value}`); + } + } + + if (config.engine.confidenceThreshold < 0 || config.engine.confidenceThreshold > 1) { + throw new Error('confidenceThreshold must be between 0 and 1'); + } +} diff --git a/src/dashboard.ts b/src/dashboard.ts new file mode 100644 index 0000000..3dd7d99 --- /dev/null +++ b/src/dashboard.ts @@ -0,0 +1,312 @@ +import express from 'express'; +import type { Config } from './types.js'; +import { getRecentEvents, clearEvents } from './events.js'; +import { validate, deepMerge } from './config.js'; + +export function createDashboardRouter(config: Config): express.Router { + const router = express.Router(); + const startTime = Date.now(); + + router.use(express.json()); + + // --- API routes --- + + router.get('/api/status', (_req, res) => { + const enabledBackends = Object.entries(config.engine.backends) + .filter(([, v]) => v.enabled) + .map(([k]) => k); + + res.json({ + uptime: Math.floor((Date.now() - startTime) / 1000), + version: process.env.npm_package_version ?? 'unknown', + dryRun: !process.env.GITHUB_TOKEN, + backends: enabledBackends, + repoCount: config.repositories.length || 'all', + }); + }); + + router.get('/api/events', (_req, res) => { + res.json(getRecentEvents()); + }); + + router.delete('/api/events', (_req, res) => { + clearEvents(); + res.json({ cleared: true }); + }); + + router.get('/api/config', (_req, res) => { + res.json(config); + }); + + router.put('/api/config', (req, res) => { + try { + const partial = req.body as Partial; + const merged = deepMerge(config as Record, partial as Record) as Config; + validate(merged); + + // Apply in-place + Object.assign(config, merged); + res.json(config); + } catch (err) { + const message = err instanceof Error ? err.message : String(err); + res.status(400).json({ error: message }); + } + }); + + // --- Dashboard HTML --- + + router.get('/dashboard', (_req, res) => { + res.type('html').send(dashboardHTML()); + }); + + return router; +} + +function dashboardHTML(): string { + return ` + + + + +Troutbot Dashboard + + + +

Troutbot Dashboard

+ + +
+

Status

+
+
+
+
+ + +
+

Recent Events

+
+ + + + + + + + +
IDTimeRepo#ActionImpactConfidenceResult
Loading...
+
+
+ + +
+

Configuration

+
+ 

+    

+      
+      
+      
+    

+    

+  

+

+
+
+
+`;
+}
diff --git a/src/engine/checks.ts b/src/engine/checks.ts
new file mode 100644
index 0000000..9c035ff
--- /dev/null
+++ b/src/engine/checks.ts
@@ -0,0 +1,138 @@
+import type { AnalysisResult, ChecksBackendConfig, EngineBackend, WebhookEvent } from '../types.js';
+import { fetchCheckRuns } from '../github.js';
+import { getLogger } from '../logger.js';
+
+// Critical checks that indicate build/test health - failures here are severe
+const CRITICAL_PATTERNS = [
+  /\b(build|compile|ci)\b/i,
+  /\b(test|jest|pytest|mocha|vitest|cargo.test|go.test|rspec|junit)\b/i,
+  /\b(typecheck|tsc|mypy|type.check)\b/i,
+];
+
+// Advisory checks - useful but not blockers
+const ADVISORY_PATTERNS = [
+  /\b(lint|eslint|clippy|flake8|rubocop|pylint|biome|oxlint)\b/i,
+  /\b(format|prettier|black|rustfmt|gofmt|fmt)\b/i,
+  /\b(coverage|codecov|coveralls)\b/i,
+  /\b(security|snyk|dependabot|codeql|semgrep)\b/i,
+  /\b(deploy|preview|vercel|netlify)\b/i,
+];
+
+function classifyCheck(name: string): 'critical' | 'advisory' | 'standard' {
+  for (const p of CRITICAL_PATTERNS) {
+    if (p.test(name)) return 'critical';
+  }
+  for (const p of ADVISORY_PATTERNS) {
+    if (p.test(name)) return 'advisory';
+  }
+  return 'standard';
+}
+
+export class ChecksBackend implements EngineBackend {
+  name = 'checks';
+
+  constructor(private config: ChecksBackendConfig) {}
+
+  async analyze(event: WebhookEvent): Promise {
+    if (event.type !== 'pull_request' || !event.sha) {
+      return { impact: 'neutral', confidence: 0, reasoning: 'Not a PR or no SHA available.' };
+    }
+
+    let runs;
+    try {
+      runs = await fetchCheckRuns(event.owner, event.repo, event.sha);
+    } catch (err) {
+      getLogger().warn(
+        `Failed to fetch check runs for ${event.owner}/${event.repo}@${event.sha}`,
+        err
+      );
+      return { impact: 'neutral', confidence: 0, reasoning: 'Could not fetch CI check results.' };
+    }
+
+    if (runs.length === 0) {
+      return { impact: 'neutral', confidence: 0, reasoning: 'No CI checks found.' };
+    }
+
+    const completed = runs.filter((r) => r.status === 'completed');
+    const pending = runs.filter((r) => r.status !== 'completed');
+
+    if (completed.length === 0) {
+      return {
+        impact: 'neutral',
+        confidence: 0.1,
+        reasoning: `CI: ${pending.length} check(s) still running.`,
+      };
+    }
+
+    const passed = completed.filter((r) => r.conclusion === 'success');
+    const failed = completed.filter(
+      (r) =>
+        r.conclusion === 'failure' || r.conclusion === 'timed_out' || r.conclusion === 'cancelled'
+    );
+    const skipped = completed.filter(
+      (r) => r.conclusion === 'neutral' || r.conclusion === 'skipped'
+    );
+
+    const actionable = completed.length - skipped.length;
+    if (actionable === 0) {
+      return { impact: 'neutral', confidence: 0.2, reasoning: 'All CI checks were skipped.' };
+    }
+
+    // Classify failures by severity
+    const criticalFailures = failed.filter((r) => classifyCheck(r.name) === 'critical');
+    const advisoryFailures = failed.filter((r) => classifyCheck(r.name) === 'advisory');
+    const standardFailures = failed.filter(
+      (r) => classifyCheck(r.name) === 'standard'
+    );
+
+    // Weighted scoring: critical failures count 3x, advisory 0.5x
+    const failureScore =
+      criticalFailures.length * 3 + standardFailures.length * 1 + advisoryFailures.length * 0.5;
+    const totalWeight =
+      completed
+        .filter((r) => !skipped.includes(r))
+        .reduce((s, r) => {
+          const cls = classifyCheck(r.name);
+          return s + (cls === 'critical' ? 3 : cls === 'advisory' ? 0.5 : 1);
+        }, 0);
+
+    const weightedPassRate = totalWeight > 0 ? 1 - failureScore / totalWeight : 0;
+
+    // Confidence: more checks = more confidence, penalize if some are still pending
+    let confidence = Math.min(1, actionable / 4 + 0.1);
+    if (pending.length > 0) {
+      confidence *= 0.7; // reduce confidence when checks are incomplete
+    }
+
+    let impact: AnalysisResult['impact'];
+    if (criticalFailures.length > 0) {
+      impact = 'negative'; // any critical failure is always negative
+    } else if (failed.length === 0) {
+      impact = 'positive';
+    } else if (weightedPassRate >= 0.8) {
+      impact = 'neutral'; // only advisory/minor failures
+    } else {
+      impact = 'negative';
+    }
+
+    // Build detailed reasoning
+    const parts: string[] = [];
+    if (passed.length > 0) parts.push(`${passed.length} passed (${passed.map((r) => r.name).join(', ')})`);
+    if (criticalFailures.length > 0)
+      parts.push(`${criticalFailures.length} critical failure(s) (${criticalFailures.map((r) => r.name).join(', ')})`);
+    if (advisoryFailures.length > 0)
+      parts.push(`${advisoryFailures.length} advisory failure(s) (${advisoryFailures.map((r) => r.name).join(', ')})`);
+    if (standardFailures.length > 0)
+      parts.push(`${standardFailures.length} other failure(s) (${standardFailures.map((r) => r.name).join(', ')})`);
+    if (skipped.length > 0) parts.push(`${skipped.length} skipped`);
+    if (pending.length > 0) parts.push(`${pending.length} still running`);
+
+    const passRate = passed.length / actionable;
+
+    return {
+      impact,
+      confidence,
+      reasoning: `CI: ${parts.join('; ')}. Pass rate: ${(passRate * 100).toFixed(0)}% (weighted: ${(weightedPassRate * 100).toFixed(0)}%).`,
+    };
+  }
+}
diff --git a/src/engine/diff.ts b/src/engine/diff.ts
new file mode 100644
index 0000000..c4ebba4
--- /dev/null
+++ b/src/engine/diff.ts
@@ -0,0 +1,202 @@
+import type { AnalysisResult, DiffBackendConfig, EngineBackend, WebhookEvent } from '../types.js';
+import { fetchPRFiles } from '../github.js';
+import { getLogger } from '../logger.js';
+
+const TEST_FILE_PATTERN = /\b(test|spec|__tests__|_test|_spec|\.test\.|\.spec\.)\b/i;
+
+const GENERATED_FILE_PATTERN =
+  /\b(package-lock|yarn\.lock|pnpm-lock|Cargo\.lock|go\.sum|composer\.lock|Gemfile\.lock|poetry\.lock|flake\.lock)\b|\.min\.(js|css)$|\/vendor\//i;
+
+const CONFIG_FILE_PATTERN =
+  /\.(ya?ml|toml|ini|env(\.\w+)?|json)$|^\.[\w-]+(rc|ignore)$|Makefile$|Dockerfile$|^\.github\//i;
+
+const RISKY_FILE_PATTERN =
+  /\b(migration|schema|seed|secret|credential|auth|permission|rbac|\.sql)\b/i;
+
+const DOC_FILE_PATTERN = /\.(md|mdx|txt|rst|adoc)$|^(README|CHANGELOG|LICENSE|CONTRIBUTING)/i;
+
+function categorizeFiles(files: { filename: string; additions: number; deletions: number; changes: number }[]) {
+  const src: typeof files = [];
+  const tests: typeof files = [];
+  const generated: typeof files = [];
+  const config: typeof files = [];
+  const docs: typeof files = [];
+  const risky: typeof files = [];
+
+  for (const f of files) {
+    if (GENERATED_FILE_PATTERN.test(f.filename)) {
+      generated.push(f);
+    } else if (TEST_FILE_PATTERN.test(f.filename)) {
+      tests.push(f);
+    } else if (DOC_FILE_PATTERN.test(f.filename)) {
+      docs.push(f);
+    } else if (CONFIG_FILE_PATTERN.test(f.filename)) {
+      config.push(f);
+    } else {
+      src.push(f);
+    }
+    // risky is non-exclusive - a file can be both src and risky
+    if (RISKY_FILE_PATTERN.test(f.filename)) {
+      risky.push(f);
+    }
+  }
+
+  return { src, tests, generated, config, docs, risky };
+}
+
+export class DiffBackend implements EngineBackend {
+  name = 'diff';
+
+  constructor(private config: DiffBackendConfig) {}
+
+  async analyze(event: WebhookEvent): Promise {
+    if (event.type !== 'pull_request') {
+      return { impact: 'neutral', confidence: 0, reasoning: 'Not a PR.' };
+    }
+
+    let files;
+    try {
+      files = await fetchPRFiles(event.owner, event.repo, event.number);
+    } catch (err) {
+      getLogger().warn(
+        `Failed to fetch PR files for ${event.owner}/${event.repo}#${event.number}`,
+        err
+      );
+      return { impact: 'neutral', confidence: 0, reasoning: 'Could not fetch PR diff.' };
+    }
+
+    if (files.length === 0) {
+      return { impact: 'neutral', confidence: 0.1, reasoning: 'Empty diff.' };
+    }
+
+    const { src, tests, generated, config, docs, risky } = categorizeFiles(files);
+
+    // Exclude generated files from change counts
+    const meaningful = files.filter((f) => !GENERATED_FILE_PATTERN.test(f.filename));
+    const totalAdditions = meaningful.reduce((s, f) => s + f.additions, 0);
+    const totalDeletions = meaningful.reduce((s, f) => s + f.deletions, 0);
+    const totalChanges = totalAdditions + totalDeletions;
+
+    const signals: { name: string; positive: boolean; weight: number }[] = [];
+
+    // --- Size signals ---
+    if (totalChanges <= 50) {
+      signals.push({ name: 'tiny PR', positive: true, weight: 1.2 });
+    } else if (totalChanges <= 200) {
+      signals.push({ name: 'small PR', positive: true, weight: 1 });
+    } else if (totalChanges <= 500) {
+      // medium - no signal either way
+    } else if (totalChanges <= this.config.maxChanges) {
+      signals.push({ name: `large PR (${totalChanges} lines)`, positive: false, weight: 0.8 });
+    } else {
+      signals.push({ name: `very large PR (${totalChanges} lines, exceeds limit)`, positive: false, weight: 1.5 });
+    }
+
+    // --- Focus signals ---
+    if (src.length <= 3 && src.length > 0) {
+      signals.push({ name: 'tightly focused', positive: true, weight: 1.2 });
+    } else if (meaningful.length <= 10) {
+      signals.push({ name: 'focused changeset', positive: true, weight: 0.8 });
+    } else if (meaningful.length > 30) {
+      signals.push({ name: `sprawling changeset (${meaningful.length} files)`, positive: false, weight: 1.2 });
+    } else if (meaningful.length > 20) {
+      signals.push({ name: `broad changeset (${meaningful.length} files)`, positive: false, weight: 0.6 });
+    }
+
+    // --- Test coverage ---
+    if (tests.length > 0 && src.length > 0) {
+      const testRatio = tests.length / src.length;
+      if (testRatio >= 0.5) {
+        signals.push({ name: 'good test coverage in diff', positive: true, weight: 1.5 });
+      } else {
+        signals.push({ name: 'includes tests', positive: true, weight: 1 });
+      }
+    } else if (tests.length > 0 && src.length === 0) {
+      signals.push({ name: 'test-only change', positive: true, weight: 1.2 });
+    } else if (this.config.requireTests && src.length > 0 && totalChanges > 50) {
+      signals.push({ name: 'no test changes for non-trivial PR', positive: false, weight: 1.3 });
+    }
+
+    // --- Net deletion ---
+    if (totalDeletions > totalAdditions && totalDeletions > 10) {
+      const ratio = totalDeletions / Math.max(totalAdditions, 1);
+      if (ratio > 3) {
+        signals.push({ name: 'significant code removal', positive: true, weight: 1.3 });
+      } else {
+        signals.push({ name: 'net code removal', positive: true, weight: 1 });
+      }
+    }
+
+    // --- Churn detection (files with high add+delete suggesting rewrites) ---
+    const highChurnFiles = src.filter(
+      (f) => f.additions > 50 && f.deletions > 50 && Math.min(f.additions, f.deletions) / Math.max(f.additions, f.deletions) > 0.6
+    );
+    if (highChurnFiles.length >= 3) {
+      signals.push({ name: `high churn in ${highChurnFiles.length} files (possible refactor)`, positive: false, weight: 0.5 });
+    }
+
+    // --- Risky files ---
+    if (risky.length > 0) {
+      signals.push({
+        name: `touches sensitive files (${risky.map((f) => f.filename.split('/').pop()).join(', ')})`,
+        positive: false,
+        weight: 0.7,
+      });
+    }
+
+    // --- Documentation ---
+    if (docs.length > 0 && src.length > 0) {
+      signals.push({ name: 'includes docs updates', positive: true, weight: 0.6 });
+    } else if (docs.length > 0 && src.length === 0) {
+      signals.push({ name: 'docs-only change', positive: true, weight: 1 });
+    }
+
+    // --- Config-only ---
+    if (config.length > 0 && src.length === 0 && tests.length === 0) {
+      signals.push({ name: 'config/infra only', positive: true, weight: 0.8 });
+    }
+
+    // --- Generated file noise ---
+    if (generated.length > 0) {
+      const genChanges = generated.reduce((s, f) => s + f.changes, 0);
+      if (genChanges > totalChanges * 2) {
+        signals.push({ name: 'dominated by generated file changes', positive: false, weight: 0.4 });
+      }
+    }
+
+    // --- Scoring with weights ---
+    const positiveWeight = signals.filter((s) => s.positive).reduce((s, x) => s + x.weight, 0);
+    const negativeWeight = signals.filter((s) => !s.positive).reduce((s, x) => s + x.weight, 0);
+
+    let impact: AnalysisResult['impact'];
+    if (positiveWeight > negativeWeight * 1.1) {
+      impact = 'positive';
+    } else if (negativeWeight > positiveWeight * 1.1) {
+      impact = 'negative';
+    } else {
+      impact = 'neutral';
+    }
+
+    const totalSignalWeight = positiveWeight + negativeWeight;
+    const confidence =
+      signals.length > 0
+        ? Math.min(1, Math.abs(positiveWeight - negativeWeight) / Math.max(totalSignalWeight, 1) * 0.6 + 0.25)
+        : 0;
+
+    // Build reasoning
+    const breakdown: string[] = [];
+    if (src.length > 0) breakdown.push(`${src.length} source`);
+    if (tests.length > 0) breakdown.push(`${tests.length} test`);
+    if (config.length > 0) breakdown.push(`${config.length} config`);
+    if (docs.length > 0) breakdown.push(`${docs.length} docs`);
+    if (generated.length > 0) breakdown.push(`${generated.length} generated`);
+    const fileSummary = `${meaningful.length} files (${breakdown.join(', ')})`;
+
+    const reasoning =
+      signals.length > 0
+        ? `Diff: ${signals.map((s) => `${s.positive ? '+' : '-'} ${s.name}`).join(', ')}. ${totalAdditions}+ ${totalDeletions}- across ${fileSummary}.`
+        : 'No diff signals.';
+
+    return { impact, confidence, reasoning };
+  }
+}
diff --git a/src/engine/index.ts b/src/engine/index.ts
new file mode 100644
index 0000000..a09e06f
--- /dev/null
+++ b/src/engine/index.ts
@@ -0,0 +1,117 @@
+import type {
+  AnalysisResult,
+  EngineBackend,
+  EngineConfig,
+  Impact,
+  WebhookEvent,
+} from '../types.js';
+import { ChecksBackend } from './checks.js';
+import { DiffBackend } from './diff.js';
+import { QualityBackend } from './quality.js';
+import { getLogger } from '../logger.js';
+
+const impactToNumeric: Record = {
+  positive: 1,
+  neutral: 0,
+  negative: -1,
+};
+
+interface WeightedBackend {
+  backend: EngineBackend;
+  weight: number;
+}
+
+export class Engine {
+  private backends: WeightedBackend[] = [];
+  private confidenceThreshold: number;
+
+  constructor(config: EngineConfig) {
+    this.confidenceThreshold = config.confidenceThreshold;
+    if (config.backends.checks.enabled) {
+      this.backends.push({
+        backend: new ChecksBackend(config.backends.checks),
+        weight: config.weights.checks,
+      });
+    }
+    if (config.backends.diff.enabled) {
+      this.backends.push({
+        backend: new DiffBackend(config.backends.diff),
+        weight: config.weights.diff,
+      });
+    }
+    if (config.backends.quality.enabled) {
+      this.backends.push({
+        backend: new QualityBackend(config.backends.quality),
+        weight: config.weights.quality,
+      });
+    }
+
+    if (this.backends.length === 0) {
+      throw new Error('No engine backends enabled');
+    }
+  }
+
+  async analyze(event: WebhookEvent): Promise {
+    const logger = getLogger();
+    const results = await Promise.all(
+      this.backends.map(async ({ backend, weight }) => {
+        try {
+          const result = await backend.analyze(event);
+          logger.debug(
+            `Backend "${backend.name}": impact=${result.impact}, confidence=${result.confidence.toFixed(2)}`
+          );
+          return { result, weight };
+        } catch (err) {
+          logger.error(`Backend "${backend.name}" threw unexpectedly`, err);
+          return {
+            result: {
+              impact: 'neutral' as Impact,
+              confidence: 0,
+              reasoning: `${backend.name}: error`,
+            },
+            weight,
+          };
+        }
+      })
+    );
+
+    // Filter to backends that actually produced a signal (confidence > 0)
+    const active = results.filter((r) => r.result.confidence > 0);
+    if (active.length === 0) {
+      return { impact: 'neutral', confidence: 0, reasoning: 'No backends produced a signal.' };
+    }
+
+    const totalWeight = active.reduce((s, r) => s + r.weight, 0);
+    const combinedScore =
+      active.reduce(
+        (s, r) => s + impactToNumeric[r.result.impact] * r.result.confidence * r.weight,
+        0
+      ) / totalWeight;
+    const combinedConfidence =
+      active.reduce((s, r) => s + r.result.confidence * r.weight, 0) / totalWeight;
+
+    let impact: Impact;
+    if (combinedScore > 0.1) {
+      impact = 'positive';
+    } else if (combinedScore < -0.1) {
+      impact = 'negative';
+    } else {
+      impact = 'neutral';
+    }
+
+    if (combinedConfidence < this.confidenceThreshold) {
+      impact = 'neutral';
+    }
+
+    const reasoning = results
+      .filter((r) => r.result.confidence > 0)
+      .map((r) => r.result.reasoning)
+      .join(' ');
+
+    return { impact, confidence: combinedConfidence, reasoning };
+  }
+}
+
+export function createEngine(config: EngineConfig): Engine {
+  return new Engine(config);
+}
diff --git a/src/engine/quality.ts b/src/engine/quality.ts
new file mode 100644
index 0000000..6b069d3
--- /dev/null
+++ b/src/engine/quality.ts
@@ -0,0 +1,179 @@
+import type {
+  AnalysisResult,
+  EngineBackend,
+  QualityBackendConfig,
+  WebhookEvent,
+} from '../types.js';
+
+// Conventional commit prefixes
+const CONVENTIONAL_COMMIT =
+  /^(feat|fix|docs|style|refactor|perf|test|build|ci|chore|revert)(\(.+\))?!?:\s/i;
+
+const WIP_PATTERN = /\b(wip|work.in.progress|do.not.merge|don't.merge|draft)\b/i;
+const BREAKING_PATTERN = /\b(breaking.change|BREAKING)\b/i;
+const TODO_PATTERN = /\b(TODO|FIXME|HACK|XXX|TEMP)\b/;
+
+export class QualityBackend implements EngineBackend {
+  name = 'quality';
+
+  constructor(private config: QualityBackendConfig) {}
+
+  async analyze(event: WebhookEvent): Promise {
+    const body = event.body.trim();
+    const title = event.title.trim();
+    const signals: { name: string; positive: boolean; weight: number }[] = [];
+
+    // --- Title analysis ---
+
+    if (title.length < 10) {
+      signals.push({ name: 'very short title', positive: false, weight: 1.2 });
+    } else if (title.length > 200) {
+      signals.push({ name: 'excessively long title', positive: false, weight: 0.5 });
+    }
+
+    if (CONVENTIONAL_COMMIT.test(title)) {
+      signals.push({ name: 'conventional commit format', positive: true, weight: 1 });
+    }
+
+    if (WIP_PATTERN.test(title) || WIP_PATTERN.test(body)) {
+      signals.push({ name: 'marked as work-in-progress', positive: false, weight: 1.5 });
+    }
+
+    // --- Body analysis ---
+
+    if (body.length === 0) {
+      signals.push({ name: 'empty description', positive: false, weight: 2 });
+    } else if (body.length < this.config.minBodyLength) {
+      signals.push({ name: `short description (${body.length} chars)`, positive: false, weight: 1.2 });
+    } else if (body.length >= this.config.minBodyLength) {
+      signals.push({ name: 'adequate description', positive: true, weight: 1 });
+      if (body.length > 300) {
+        signals.push({ name: 'thorough description', positive: true, weight: 0.5 });
+      }
+    }
+
+    if (/```[\s\S]*?```/.test(body)) {
+      signals.push({ name: 'has code blocks', positive: true, weight: 0.7 });
+    }
+
+    if (/^#{1,6}\s/m.test(body)) {
+      signals.push({ name: 'has section headers', positive: true, weight: 0.8 });
+    }
+
+    // Checklists
+    const checklistItems = body.match(/^[\s]*-\s*\[[ x]\]/gm);
+    if (checklistItems) {
+      const checked = checklistItems.filter((i) => /\[x\]/i.test(i)).length;
+      const total = checklistItems.length;
+      if (total > 0 && checked === total) {
+        signals.push({ name: `checklist complete (${total}/${total})`, positive: true, weight: 1 });
+      } else if (total > 0) {
+        signals.push({ name: `checklist incomplete (${checked}/${total})`, positive: false, weight: 0.8 });
+      }
+    }
+
+    // Breaking changes
+    if (BREAKING_PATTERN.test(title) || BREAKING_PATTERN.test(body)) {
+      // Not inherently positive or negative, but we flag it for visibility.
+      // If there's a description of the breaking change, it's better.
+      if (body.length > 100 && BREAKING_PATTERN.test(body)) {
+        signals.push({ name: 'breaking change documented', positive: true, weight: 0.8 });
+      } else {
+        signals.push({ name: 'breaking change mentioned but not detailed', positive: false, weight: 0.8 });
+      }
+    }
+
+    // TODOs/FIXMEs in description suggest unfinished work
+    const todoMatches = body.match(TODO_PATTERN);
+    if (todoMatches) {
+      signals.push({ name: `unfinished markers in description (${todoMatches.length})`, positive: false, weight: 0.6 });
+    }
+
+    // --- Type-specific signals ---
+
+    if (event.type === 'issue') {
+      if (/\b(steps?\s+to\s+reproduce|reproduction|repro\s+steps?)\b/i.test(body)) {
+        signals.push({ name: 'has reproduction steps', positive: true, weight: 1.3 });
+      }
+
+      if (/\b(expected|actual)\s+(behavior|behaviour|result|output)\b/i.test(body)) {
+        signals.push({ name: 'has expected/actual behavior', positive: true, weight: 1.2 });
+      }
+
+      if (/\b(version|environment|os|platform|browser|node|python|java|rust|go)\s*[:\d]/i.test(body)) {
+        signals.push({ name: 'has environment details', positive: true, weight: 1 });
+      }
+
+      if (/\b(stack\s*trace|traceback|error|exception|panic)\b/i.test(body)) {
+        signals.push({ name: 'includes error output', positive: true, weight: 0.8 });
+      }
+
+      // Template usage detection (common issue template markers)
+      if (/\b(describe the bug|feature request|is your feature request related to)\b/i.test(body)) {
+        signals.push({ name: 'uses issue template', positive: true, weight: 0.6 });
+      }
+    }
+
+    if (event.type === 'pull_request') {
+      if (/\b(fix(es)?|clos(es|ing)|resolv(es|ing))\s+#\d+/i.test(body)) {
+        signals.push({ name: 'links to issue', positive: true, weight: 1.3 });
+      }
+
+      if (/\b(test\s*(plan|strategy|coverage)|how\s+to\s+test|testing|tested\s+by)\b/i.test(body)) {
+        signals.push({ name: 'has test plan', positive: true, weight: 1.2 });
+      }
+
+      // Migration or upgrade guide
+      if (/\b(migration|upgrade|breaking).*(guide|instruction|step)/i.test(body)) {
+        signals.push({ name: 'has migration guide', positive: true, weight: 1 });
+      }
+
+      // Before/after comparison
+      if (/\b(before|after)\b/i.test(body) && /\b(before|after)\b/gi.test(body)) {
+        const beforeAfter = body.match(/\b(before|after)\b/gi);
+        if (beforeAfter && beforeAfter.length >= 2) {
+          signals.push({ name: 'has before/after comparison', positive: true, weight: 0.7 });
+        }
+      }
+    }
+
+    // Shared: references to other issues/PRs
+    const refs = body.match(/#\d+/g);
+    if (refs && refs.length > 0) {
+      signals.push({ name: `references ${refs.length} issue(s)/PR(s)`, positive: true, weight: 0.6 });
+    }
+
+    // Screenshots or images
+    if (/!\[.*\]\(.*\)/.test(body) || / s.positive).reduce((s, x) => s + x.weight, 0);
+    const negativeWeight = signals.filter((s) => !s.positive).reduce((s, x) => s + x.weight, 0);
+
+    let impact: AnalysisResult['impact'];
+    if (positiveWeight > negativeWeight * 1.2) {
+      impact = 'positive';
+    } else if (negativeWeight > positiveWeight * 1.2) {
+      impact = 'negative';
+    } else {
+      impact = 'neutral';
+    }
+
+    const totalWeight = positiveWeight + negativeWeight;
+    const confidence = Math.min(
+      1,
+      Math.abs(positiveWeight - negativeWeight) / Math.max(totalWeight, 1) * 0.5 + 0.2
+    );
+
+    const reasoning = `Quality: ${signals.map((s) => `${s.positive ? '+' : '-'} ${s.name}`).join(', ')}.`;
+
+    return { impact, confidence, reasoning };
+  }
+}
diff --git a/src/events.ts b/src/events.ts
new file mode 100644
index 0000000..574b894
--- /dev/null
+++ b/src/events.ts
@@ -0,0 +1,40 @@
+import type { WebhookEvent, AnalysisResult } from './types.js';
+
+export interface EventEntry {
+  id: number;
+  timestamp: string;
+  event: WebhookEvent;
+  result: Record;
+  analysis?: AnalysisResult;
+}
+
+const MAX_ENTRIES = 100;
+const buffer: EventEntry[] = [];
+let nextId = 1;
+
+export function recordEvent(
+  event: WebhookEvent,
+  result: Record,
+  analysis?: AnalysisResult
+): void {
+  const entry: EventEntry = {
+    id: nextId++,
+    timestamp: new Date().toISOString(),
+    event,
+    result,
+    analysis,
+  };
+
+  buffer.push(entry);
+  if (buffer.length > MAX_ENTRIES) {
+    buffer.shift();
+  }
+}
+
+export function getRecentEvents(): EventEntry[] {
+  return [...buffer].reverse();
+}
+
+export function clearEvents(): void {
+  buffer.length = 0;
+}
diff --git a/src/filters.ts b/src/filters.ts
new file mode 100644
index 0000000..6908ee4
--- /dev/null
+++ b/src/filters.ts
@@ -0,0 +1,43 @@
+import type { FiltersConfig, WebhookEvent } from './types.js';
+
+export function shouldProcess(
+  event: WebhookEvent,
+  filters: FiltersConfig
+): { pass: boolean; reason?: string } {
+  // Label filters
+  if (filters.labels.include.length > 0) {
+    const hasRequired = event.labels.some((l) => filters.labels.include.includes(l));
+    if (!hasRequired) {
+      return { pass: false, reason: 'Missing required label' };
+    }
+  }
+
+  if (filters.labels.exclude.length > 0) {
+    const hasExcluded = event.labels.some((l) => filters.labels.exclude.includes(l));
+    if (hasExcluded) {
+      return { pass: false, reason: 'Has excluded label' };
+    }
+  }
+
+  // Author filters
+  if (filters.authors.include && filters.authors.include.length > 0) {
+    if (!filters.authors.include.includes(event.author)) {
+      return { pass: false, reason: 'Author not in include list' };
+    }
+  }
+
+  if (filters.authors.exclude.length > 0) {
+    if (filters.authors.exclude.includes(event.author)) {
+      return { pass: false, reason: 'Author is excluded' };
+    }
+  }
+
+  // Branch filters (PRs only)
+  if (event.branch && filters.branches.include.length > 0) {
+    if (!filters.branches.include.includes(event.branch)) {
+      return { pass: false, reason: 'Branch not in include list' };
+    }
+  }
+
+  return { pass: true };
+}
diff --git a/src/github.ts b/src/github.ts
new file mode 100644
index 0000000..14348fa
--- /dev/null
+++ b/src/github.ts
@@ -0,0 +1,187 @@
+import { Octokit } from '@octokit/rest';
+import { getLogger } from './logger.js';
+import type { CheckRun, PRFile, ResponseConfig } from './types.js';
+
+let octokit: Octokit | null = null;
+
+export function initGitHub(token?: string): void {
+  if (!token) {
+    getLogger().warn('No GITHUB_TOKEN set - running in dry-run mode, comments will not be posted');
+    return;
+  }
+  octokit = new Octokit({ auth: token });
+}
+
+export function isDryRun(): boolean {
+  return octokit === null;
+}
+
+// --- Comment operations ---
+
+export async function postComment(
+  owner: string,
+  repo: string,
+  issueNumber: number,
+  body: string
+): Promise {
+  if (!octokit) {
+    getLogger().info(`[dry-run] Would post comment on ${owner}/${repo}#${issueNumber}:\n${body}`);
+    return;
+  }
+  await octokit.issues.createComment({ owner, repo, issue_number: issueNumber, body });
+  getLogger().info(`Posted comment on ${owner}/${repo}#${issueNumber}`);
+}
+
+export async function hasExistingComment(
+  owner: string,
+  repo: string,
+  issueNumber: number,
+  marker: string
+): Promise<{ exists: boolean; commentId?: number }> {
+  if (!octokit) {
+    return { exists: false };
+  }
+
+  const comments = await octokit.paginate(octokit.issues.listComments, {
+    owner,
+    repo,
+    issue_number: issueNumber,
+    per_page: 100,
+  });
+
+  const existing = comments.find((c) => c.body?.includes(marker));
+  if (existing) {
+    return { exists: true, commentId: existing.id };
+  }
+  return { exists: false };
+}
+
+export async function updateComment(
+  owner: string,
+  repo: string,
+  commentId: number,
+  body: string
+): Promise {
+  if (!octokit) {
+    getLogger().info(`[dry-run] Would update comment ${commentId}:\n${body}`);
+    return;
+  }
+  await octokit.issues.updateComment({ owner, repo, comment_id: commentId, body });
+  getLogger().info(`Updated comment ${commentId} on ${owner}/${repo}`);
+}
+
+// --- Data fetching for engine backends ---
+
+export async function fetchCheckRuns(
+  owner: string,
+  repo: string,
+  ref: string
+): Promise {
+  if (!octokit) {
+    getLogger().debug('[dry-run] Cannot fetch check runs without a token');
+    return [];
+  }
+
+  const response = await octokit.checks.listForRef({
+    owner,
+    repo,
+    ref,
+    per_page: 100,
+  });
+
+  return response.data.check_runs.map((run) => ({
+    name: run.name,
+    status: run.status,
+    conclusion: run.conclusion,
+  }));
+}
+
+export async function fetchPRFiles(
+  owner: string,
+  repo: string,
+  prNumber: number
+): Promise {
+  if (!octokit) {
+    getLogger().debug('[dry-run] Cannot fetch PR files without a token');
+    return [];
+  }
+
+  const files = await octokit.paginate(octokit.pulls.listFiles, {
+    owner,
+    repo,
+    pull_number: prNumber,
+    per_page: 100,
+  });
+
+  return files.map((f) => ({
+    filename: f.filename,
+    additions: f.additions,
+    deletions: f.deletions,
+    changes: f.changes,
+  }));
+}
+
+export async function fetchPR(
+  owner: string,
+  repo: string,
+  prNumber: number
+): Promise<{
+  title: string;
+  body: string;
+  author: string;
+  labels: string[];
+  branch: string;
+  sha: string;
+} | null> {
+  if (!octokit) return null;
+
+  const { data } = await octokit.pulls.get({ owner, repo, pull_number: prNumber });
+  return {
+    title: data.title,
+    body: data.body || '',
+    author: data.user?.login || '',
+    labels: (data.labels || []).map((l) => (typeof l === 'string' ? l : l.name || '')),
+    branch: data.head.ref,
+    sha: data.head.sha,
+  };
+}
+
+// --- Comment formatting ---
+
+function pickRandom(list: string[]): string {
+  return list[Math.floor(Math.random() * list.length)];
+}
+
+export function formatComment(
+  responseConfig: ResponseConfig,
+  type: 'issue' | 'pull_request',
+  impact: string,
+  confidence: number,
+  reasoning: string
+): string {
+  const typeLabel = type === 'pull_request' ? 'pull request' : 'issue';
+  const { messages } = responseConfig;
+
+  let messageList: string[];
+  if (impact === 'positive') {
+    messageList = messages.positive;
+  } else if (impact === 'negative') {
+    messageList = messages.negative;
+  } else {
+    messageList = messages.neutral;
+  }
+
+  const template = pickRandom(messageList);
+
+  let body = responseConfig.commentMarker + '\n\n';
+  body += template.replace(/\{type\}/g, typeLabel).replace(/\{impact\}/g, impact);
+
+  if (responseConfig.includeConfidence) {
+    body += `\n\n**Confidence:** ${(confidence * 100).toFixed(0)}%`;
+  }
+  if (responseConfig.includeReasoning) {
+    body += `\n\n**Analysis:** ${reasoning}`;
+  }
+
+  return body;
+}
diff --git a/src/index.ts b/src/index.ts
new file mode 100644
index 0000000..e944a4f
--- /dev/null
+++ b/src/index.ts
@@ -0,0 +1,167 @@
+import { loadConfig } from './config.js';
+import { initLogger, getLogger } from './logger.js';
+import {
+  initGitHub,
+  fetchPR,
+  hasExistingComment,
+  postComment,
+  updateComment,
+  formatComment,
+} from './github.js';
+import { createApp } from './server.js';
+import { createEngine } from './engine/index.js';
+import type { WebhookEvent } from './types.js';
+
+async function analyzeOne(target: string) {
+  const match = target.match(/^([^/]+)\/([^#]+)#(\d+)$/);
+  if (!match) {
+    console.error('Usage: troutbot analyze ');
+    process.exit(1);
+  }
+
+  const [, owner, repo, numStr] = match;
+  const prNumber = parseInt(numStr, 10);
+
+  const config = loadConfig();
+  initLogger(config.logging);
+  const logger = getLogger();
+
+  initGitHub(process.env.GITHUB_TOKEN);
+  if (!process.env.GITHUB_TOKEN) {
+    logger.error('GITHUB_TOKEN is required for analyze mode');
+    process.exit(1);
+  }
+
+  const prData = await fetchPR(owner, repo, prNumber);
+  if (!prData) {
+    logger.error(`Could not fetch PR ${owner}/${repo}#${prNumber}`);
+    process.exit(1);
+  }
+
+  const event: WebhookEvent = {
+    action: 'analyze',
+    type: 'pull_request',
+    number: prNumber,
+    title: prData.title,
+    body: prData.body,
+    owner,
+    repo,
+    author: prData.author,
+    labels: prData.labels,
+    branch: prData.branch,
+    sha: prData.sha,
+  };
+
+  const engine = createEngine(config.engine);
+  const analysis = await engine.analyze(event);
+  logger.info(
+    `Analyzed ${owner}/${repo}#${prNumber}: impact=${analysis.impact}, confidence=${analysis.confidence.toFixed(2)}`
+  );
+  logger.info(`Reasoning: ${analysis.reasoning}`);
+
+  const { commentMarker, allowUpdates } = config.response;
+  const existing = await hasExistingComment(owner, repo, prNumber, commentMarker);
+
+  if (existing.exists && !allowUpdates) {
+    logger.info(`Already commented on ${owner}/${repo}#${prNumber}, skipping`);
+    return;
+  }
+
+  const body = formatComment(
+    config.response,
+    event.type,
+    analysis.impact,
+    analysis.confidence,
+    analysis.reasoning
+  );
+
+  if (existing.exists && allowUpdates && existing.commentId) {
+    await updateComment(owner, repo, existing.commentId, body);
+  } else {
+    await postComment(owner, repo, prNumber, body);
+  }
+}
+
+function serve() {
+  const config = loadConfig();
+  initLogger(config.logging);
+  const logger = getLogger();
+
+  initGitHub(process.env.GITHUB_TOKEN);
+
+  if (!process.env.GITHUB_TOKEN) {
+    logger.warn(
+      'No GITHUB_TOKEN - running in dry-run mode (checks and diff backends will be inactive)'
+    );
+  }
+  if (!process.env.WEBHOOK_SECRET) {
+    logger.warn('No WEBHOOK_SECRET - webhook signature verification is disabled');
+  }
+
+  const app = createApp(config);
+  const port = config.server.port;
+
+  const enabledBackends = Object.entries(config.engine.backends)
+    .filter(([, v]) => v.enabled)
+    .map(([k]) => k);
+
+  const server = app.listen(port, () => {
+    logger.info(`Troutbot listening on port ${port}`);
+    logger.info(`Enabled backends: ${enabledBackends.join(', ')}`);
+
+    // Watched repos
+    if (config.repositories.length > 0) {
+      const repos = config.repositories.map((r) => `${r.owner}/${r.repo}`).join(', ');
+      logger.info(`Watched repos: ${repos}`);
+    } else {
+      logger.info('Watched repos: all (no repository filter)');
+    }
+
+    // Active filters (only log non-empty ones)
+    const { filters } = config;
+    if (filters.labels.include.length > 0)
+      logger.info(`Label include filter: ${filters.labels.include.join(', ')}`);
+    if (filters.labels.exclude.length > 0)
+      logger.info(`Label exclude filter: ${filters.labels.exclude.join(', ')}`);
+    if (filters.authors.exclude.length > 0)
+      logger.info(`Excluded authors: ${filters.authors.exclude.join(', ')}`);
+    if (filters.branches.include.length > 0)
+      logger.info(`Branch filter: ${filters.branches.include.join(', ')}`);
+
+    // Engine weights and confidence threshold
+    const { weights, confidenceThreshold } = config.engine;
+    logger.info(
+      `Engine weights: checks=${weights.checks}, diff=${weights.diff}, quality=${weights.quality} | threshold=${confidenceThreshold}`
+    );
+
+    // Comment update mode
+    logger.info(`Comment updates: ${config.response.allowUpdates ? 'enabled' : 'disabled'}`);
+
+    logger.info(`Dashboard available at http://localhost:${port}/dashboard`);
+  });
+
+  function shutdown(signal: string) {
+    logger.info(`Received ${signal}, shutting down gracefully...`);
+    server.close(() => {
+      logger.info('Server closed');
+      process.exit(0);
+    });
+    setTimeout(() => {
+      logger.warn('Graceful shutdown timed out, forcing exit');
+      process.exit(1);
+    }, 10_000).unref();
+  }
+
+  process.on('SIGTERM', () => shutdown('SIGTERM'));
+  process.on('SIGINT', () => shutdown('SIGINT'));
+}
+
+const args = process.argv.slice(2);
+if (args[0] === 'analyze' && args[1]) {
+  analyzeOne(args[1]).catch((err) => {
+    console.error(err);
+    process.exit(1);
+  });
+} else {
+  serve();
+}
diff --git a/src/logger.ts b/src/logger.ts
new file mode 100644
index 0000000..2d42cf1
--- /dev/null
+++ b/src/logger.ts
@@ -0,0 +1,53 @@
+import winston from 'winston';
+import type { LoggingConfig } from './types.js';
+
+const redactSecrets = winston.format((info) => {
+  const msg = info.message as string;
+  if (typeof msg === 'string') {
+    info.message = msg
+      .replace(/ghp_[a-zA-Z0-9]{36,}/g, 'ghp_***REDACTED***')
+      .replace(/(?<=secret[=: ]+)[^\s,}]+/gi, '***REDACTED***');
+  }
+  return info;
+});
+
+let logger: winston.Logger;
+
+export function initLogger(config: LoggingConfig): winston.Logger {
+  const transports: winston.transport[] = [
+    new winston.transports.Console({
+      format: winston.format.combine(winston.format.colorize(), winston.format.simple()),
+    }),
+  ];
+
+  if (config.file) {
+    transports.push(
+      new winston.transports.File({
+        filename: config.file,
+        format: winston.format.combine(winston.format.timestamp(), winston.format.json()),
+      })
+    );
+  }
+
+  logger = winston.createLogger({
+    level: config.level || 'info',
+    format: winston.format.combine(
+      redactSecrets(),
+      winston.format.timestamp(),
+      winston.format.errors({ stack: true })
+    ),
+    transports,
+  });
+
+  return logger;
+}
+
+export function getLogger(): winston.Logger {
+  if (!logger) {
+    logger = winston.createLogger({
+      level: 'info',
+      transports: [new winston.transports.Console()],
+    });
+  }
+  return logger;
+}
diff --git a/src/server.ts b/src/server.ts
new file mode 100644
index 0000000..b97e3b0
--- /dev/null
+++ b/src/server.ts
@@ -0,0 +1,289 @@
+import crypto from 'node:crypto';
+import express from 'express';
+import rateLimit from 'express-rate-limit';
+import type { Config, WebhookEvent, AnalysisResult } from './types.js';
+import { shouldProcess } from './filters.js';
+import { createEngine } from './engine/index.js';
+import {
+  fetchPR,
+  formatComment,
+  hasExistingComment,
+  postComment,
+  updateComment,
+} from './github.js';
+import { getLogger } from './logger.js';
+import { recordEvent } from './events.js';
+import { createDashboardRouter } from './dashboard.js';
+
+const startTime = Date.now();
+
+export function createApp(config: Config): express.Express {
+  const app = express();
+  const logger = getLogger();
+  const engine = createEngine(config.engine);
+
+  app.use(
+    express.json({
+      limit: '1mb',
+      verify: (req, _res, buf) => {
+        (req as unknown as Record).rawBody = buf;
+      },
+    })
+  );
+
+  app.use((_req, res, next) => {
+    res.setTimeout(30_000, () => {
+      logger.warn('Response timeout reached (30s)');
+      if (!res.headersSent) {
+        res.status(504).json({ error: 'Response timeout' });
+      }
+    });
+    next();
+  });
+
+  const webhookLimiter = rateLimit({
+    windowMs: 60_000,
+    limit: config.server.rateLimit ?? 120,
+    standardHeaders: 'draft-7',
+    legacyHeaders: false,
+    message: { error: 'Too many requests, please try again later' },
+  });
+
+  const enabledBackends = Object.entries(config.engine.backends)
+    .filter(([, v]) => v.enabled)
+    .map(([k]) => k);
+
+  app.get('/health', (_req, res) => {
+    res.json({
+      status: 'ok',
+      uptime: Math.floor((Date.now() - startTime) / 1000),
+      version: process.env.npm_package_version ?? 'unknown',
+      dryRun: !process.env.GITHUB_TOKEN,
+      backends: enabledBackends,
+    });
+  });
+
+  app.post('/webhook', webhookLimiter, async (req, res) => {
+    try {
+      // Signature verification
+      const secret = process.env.WEBHOOK_SECRET;
+      if (secret) {
+        const signature = req.headers['x-hub-signature-256'] as string | undefined;
+        if (!signature) {
+          logger.warn('Missing webhook signature');
+          res.status(401).json({ error: 'Missing signature' });
+          return;
+        }
+
+        const rawBody = (req as unknown as Record).rawBody;
+        const expected =
+          'sha256=' + crypto.createHmac('sha256', secret).update(rawBody).digest('hex');
+
+        if (!crypto.timingSafeEqual(Buffer.from(signature), Buffer.from(expected))) {
+          logger.warn('Invalid webhook signature');
+          res.status(401).json({ error: 'Invalid signature' });
+          return;
+        }
+      }
+
+      const eventType = req.headers['x-github-event'] as string;
+      const payload = req.body;
+
+      // Handle check_suite completion - re-analyze associated PRs
+      if (eventType === 'check_suite' && payload.action === 'completed') {
+        await handleCheckSuiteCompleted(payload, config, engine);
+        res.json({ processed: true, event: 'check_suite' });
+        return;
+      }
+
+      if (eventType !== 'issues' && eventType !== 'pull_request') {
+        res.json({ skipped: true, reason: `Unhandled event: ${eventType}` });
+        return;
+      }
+
+      const action = payload.action as string;
+      if (!['opened', 'edited', 'synchronize'].includes(action)) {
+        res.json({ skipped: true, reason: `Unhandled action: ${action}` });
+        return;
+      }
+
+      const event = parseEvent(eventType, payload);
+      if (!event) {
+        res.json({ skipped: true, reason: 'Could not parse event' });
+        return;
+      }
+
+      const result = await analyzeAndComment(event, config, engine);
+      res.json(result);
+    } catch (err) {
+      logger.error('Error processing webhook', err);
+      res.status(500).json({ error: 'Internal server error' });
+    }
+  });
+
+  app.use(createDashboardRouter(config));
+
+  return app;
+}
+
+async function analyzeAndComment(
+  event: WebhookEvent,
+  config: Config,
+  engine: ReturnType
+): Promise> {
+  const logger = getLogger();
+
+  // Check if repo is configured
+  if (config.repositories.length > 0) {
+    const repoMatch = config.repositories.some(
+      (r) => r.owner === event.owner && r.repo === event.repo
+    );
+    if (!repoMatch) {
+      logger.debug(`Ignoring event for unconfigured repo ${event.owner}/${event.repo}`);
+      const result = { skipped: true, reason: 'Repository not configured' };
+      recordEvent(event, result);
+      return result;
+    }
+  }
+
+  // Apply filters
+  const filterResult = shouldProcess(event, config.filters);
+  if (!filterResult.pass) {
+    logger.debug(`Filtered out: ${filterResult.reason}`);
+    const result = { skipped: true, reason: filterResult.reason };
+    recordEvent(event, result);
+    return result;
+  }
+
+  // Run analysis
+  const analysis = await engine.analyze(event);
+  logger.info(
+    `Analyzed ${event.owner}/${event.repo}#${event.number}: impact=${analysis.impact}, confidence=${analysis.confidence.toFixed(2)}`
+  );
+
+  // Check for existing comment
+  const { commentMarker, allowUpdates } = config.response;
+  const existing = await hasExistingComment(event.owner, event.repo, event.number, commentMarker);
+
+  if (existing.exists && !allowUpdates) {
+    logger.info(`Already commented on ${event.owner}/${event.repo}#${event.number}, skipping`);
+    const result = { skipped: true, reason: 'Already commented' };
+    recordEvent(event, result, analysis);
+    return result;
+  }
+
+  const body = formatComment(
+    config.response,
+    event.type,
+    analysis.impact,
+    analysis.confidence,
+    analysis.reasoning
+  );
+
+  if (existing.exists && allowUpdates && existing.commentId) {
+    await updateComment(event.owner, event.repo, existing.commentId, body);
+  } else {
+    await postComment(event.owner, event.repo, event.number, body);
+  }
+
+  const result = { processed: true, impact: analysis.impact, confidence: analysis.confidence };
+  recordEvent(event, result, analysis);
+  return result;
+}
+
+async function handleCheckSuiteCompleted(
+  payload: Record,
+  config: Config,
+  engine: ReturnType
+): Promise {
+  const logger = getLogger();
+
+  if (!config.response.allowUpdates) {
+    logger.debug('check_suite received but allowUpdates is false, skipping');
+    return;
+  }
+
+  const checkSuite = payload.check_suite as Record;
+  const pullRequests = (checkSuite.pull_requests as Array>) || [];
+  const repo = payload.repository as Record;
+  const owner = (repo.owner as Record).login as string;
+  const repoName = repo.name as string;
+
+  for (const pr of pullRequests) {
+    const prNumber = pr.number as number;
+    logger.info(`Re-analyzing ${owner}/${repoName}#${prNumber} after check_suite completed`);
+
+    try {
+      const prData = await fetchPR(owner, repoName, prNumber);
+      if (!prData) {
+        logger.warn(`Could not fetch PR ${owner}/${repoName}#${prNumber}`);
+        continue;
+      }
+
+      const event: WebhookEvent = {
+        action: 'check_suite_completed',
+        type: 'pull_request',
+        number: prNumber,
+        title: prData.title,
+        body: prData.body,
+        owner,
+        repo: repoName,
+        author: prData.author,
+        labels: prData.labels,
+        branch: prData.branch,
+        sha: prData.sha,
+      };
+
+      await analyzeAndComment(event, config, engine);
+    } catch (err) {
+      logger.error(`Failed to re-analyze PR ${owner}/${repoName}#${prNumber}`, err);
+    }
+  }
+}
+
+function parseEvent(eventType: string, payload: Record): WebhookEvent | null {
+  try {
+    if (eventType === 'issues') {
+      const issue = payload.issue as Record;
+      const repo = payload.repository as Record;
+      const owner = (repo.owner as Record).login as string;
+      return {
+        action: payload.action as string,
+        type: 'issue',
+        number: issue.number as number,
+        title: (issue.title as string) || '',
+        body: (issue.body as string) || '',
+        owner,
+        repo: repo.name as string,
+        author: (issue.user as Record).login as string,
+        labels: ((issue.labels as Array>) || []).map(
+          (l) => l.name as string
+        ),
+      };
+    }
+
+    if (eventType === 'pull_request') {
+      const pr = payload.pull_request as Record;
+      const repo = payload.repository as Record;
+      const owner = (repo.owner as Record).login as string;
+      const head = pr.head as Record;
+      return {
+        action: payload.action as string,
+        type: 'pull_request',
+        number: pr.number as number,
+        title: (pr.title as string) || '',
+        body: (pr.body as string) || '',
+        owner,
+        repo: repo.name as string,
+        author: (pr.user as Record).login as string,
+        labels: ((pr.labels as Array>) || []).map((l) => l.name as string),
+        branch: head.ref as string,
+        sha: head.sha as string,
+      };
+    }
+
+    return null;
+  } catch {
+    return null;
+  }
+}
diff --git a/src/types.ts b/src/types.ts
new file mode 100644
index 0000000..a84bd30
--- /dev/null
+++ b/src/types.ts
@@ -0,0 +1,122 @@
+export interface Config {
+  server: ServerConfig;
+  repositories: RepoConfig[];
+  filters: FiltersConfig;
+  engine: EngineConfig;
+  response: ResponseConfig;
+  logging: LoggingConfig;
+}
+
+export interface ServerConfig {
+  port: number;
+  rateLimit?: number;
+}
+
+export interface RepoConfig {
+  owner: string;
+  repo: string;
+}
+
+export interface FiltersConfig {
+  labels: {
+    include: string[];
+    exclude: string[];
+  };
+  authors: {
+    include?: string[];
+    exclude: string[];
+  };
+  branches: {
+    include: string[];
+  };
+}
+
+export interface EngineConfig {
+  backends: BackendsConfig;
+  weights: BackendWeights;
+  confidenceThreshold: number;
+}
+
+export interface BackendsConfig {
+  checks: ChecksBackendConfig;
+  diff: DiffBackendConfig;
+  quality: QualityBackendConfig;
+}
+
+export interface ChecksBackendConfig {
+  enabled: boolean;
+}
+
+export interface DiffBackendConfig {
+  enabled: boolean;
+  maxChanges: number;
+  requireTests: boolean;
+}
+
+export interface QualityBackendConfig {
+  enabled: boolean;
+  minBodyLength: number;
+}
+
+export interface BackendWeights {
+  checks: number;
+  diff: number;
+  quality: number;
+}
+
+export interface ResponseConfig {
+  includeConfidence: boolean;
+  includeReasoning: boolean;
+  messages: {
+    positive: string[];
+    negative: string[];
+    neutral: string[];
+  };
+  commentMarker: string;
+  allowUpdates: boolean;
+}
+
+export interface LoggingConfig {
+  level: string;
+  file: string;
+}
+
+export type Impact = 'positive' | 'negative' | 'neutral';
+
+export interface AnalysisResult {
+  impact: Impact;
+  confidence: number;
+  reasoning: string;
+}
+
+export interface EngineBackend {
+  name: string;
+  analyze(event: WebhookEvent): Promise;
+}
+
+export interface WebhookEvent {
+  action: string;
+  type: 'issue' | 'pull_request';
+  number: number;
+  title: string;
+  body: string;
+  owner: string;
+  repo: string;
+  author: string;
+  labels: string[];
+  branch?: string;
+  sha?: string;
+}
+
+export interface CheckRun {
+  name: string;
+  status: string;
+  conclusion: string | null;
+}
+
+export interface PRFile {
+  filename: string;
+  additions: number;
+  deletions: number;
+  changes: number;
+}
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..8b78d9b
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,17 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "module": "ES2022",
+    "moduleResolution": "bundler",
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "outDir": "dist",
+    "rootDir": "src",
+    "declaration": true,
+    "resolveJsonModule": true
+  },
+  "include": ["src"],
+  "exclude": ["node_modules", "dist"]
+}