diff --git a/README.md b/README.md new file mode 100644 index 0000000..b6d6e85 --- /dev/null +++ b/README.md @@ -0,0 +1,498 @@ +# Troutbot + +Troutbot is the final solution to protecting the trout population. It's +environmental protection incarnate! + +Well in reality, it's a GitHub webhook bot that analyzes issues and pull +requests using real signals such as CI check results, diff quality, and body +structure and then posts trout-themed comments about the findings. Now you know +whether your changes hurt or help the trout population. + +## Quick Start + +```bash +# Install dependencies +$ npm install + +# Populate the environment config +$ cp .env.example .env + +# Set up application confg +cp config.example.ts config.ts + +# Edit .env and config.ts, then to start: +npm run build && npm start +``` + +## How It Works + +Troutbot has three analysis backends ran against each incoming webhook event. +They are the primary decisionmaking logic behind whether your changes affect the +trout population negatively, or positively. + +### `checks` + +Queries the GitHub Checks API for the PR's head commit. Looks at check run +conclusions (ESLint, Clippy, Jest, cargo test, GitHub Actions, etc.) and scores +based on pass/fail ratio. Any CI failure is a negative signal. Requires a +`GITHUB_TOKEN`. + +### `diff` + +Fetches the PR's changed files via the GitHub API. Evaluates: + +- **Size**: Small PRs (< 200 lines) are positive; large PRs (above `maxChanges`) + are negative +- **Focus**: Few files changed is positive; 30+ files is negative +- **Tests**: Presence of test file changes is positive; absence when + `requireTests` is set is negative +- **Net deletion**: Removing more code than you add is positive. Less code is + more good. + +Requires a `GITHUB_TOKEN`. + +### `quality` + +Pure text analysis of the issue/PR description. No API calls needed. Checks for: + +- **Issues**: Adequate description length, code blocks, reproduction steps, + expected/actual behavior sections, environment info +- **PRs**: Description length, linked issues (`Fixes #123`), test plan sections, + code blocks +- **Both**: Markdown structure/headers, references to other issues, screenshots + +Empty or minimal descriptions are flagged as negative. + +### Combining Results + +Each backend returns an impact (`positive` / `negative` / `neutral`) and a +confidence score. The engine combines them using configurable weights (default: +checks 0.4, diff 0.3, quality 0.3). Backends that return zero confidence (e.g., +no CI checks found yet) are excluded from the average. If combined confidence +falls below `confidenceThreshold`, the result is forced to neutral. + +## GitHub Account & Token Setup + +Troutbot is designed to run as a dedicated bot account on GitHub. Create a +separate GitHub account for the bot (e.g., `troutbot`) so that comments are +clearly attributed to it rather than to a personal account. + +### 1. Create the bot account + +Sign up for a new GitHub account at . Use a dedicated +email address for the bot. Give it a recognizable username and avatar. + +### 2. Grant repository access + +The bot account needs access to every repository it will comment on: + +- **For organization repos**: Invite the bot account as a collaborator with + **Write** access, or add it to a team with write permissions. +- **For personal repos**: Add the bot account as a collaborator under + \*\*Settings + > Collaborators\*\*. + +The bot needs write access to post comments. Read access alone is not enough. + +### 3. Generate a Personal Access Token + +Log in as the bot account and create a fine-grained PAT: + +1. Go to **Settings > Developer settings > Personal access tokens > Fine-grained + tokens** +2. Click **Generate new token** +3. Set a descriptive name (e.g., `troutbot-webhook`) +4. Set **Expiration** - pick a long-lived duration or no expiration, since this + runs unattended +5. Under **Repository access**, select the specific repositories the bot will + operate on (or **All repositories** if it should cover everything the account + can see) +6. Under **Permissions > Repository permissions**, grant: + - **Checks**: Read (for the `checks` backend to query CI results) + - **Contents**: Read (for the `diff` backend to fetch changed files) + - **Issues**: Read and Write (to read issue bodies and post comments) + - **Pull requests**: Read and Write (to read PR bodies and post comments) + - **Metadata**: Read (required by all fine-grained tokens) +7. Click **Generate token** and copy the value + +Set this as the `GITHUB_TOKEN` environment variable. + +> **Classic tokens**: If you prefer a classic PAT instead, create one with the +> `repo` scope. Fine-grained tokens are recommended because they follow the +> principle of least privilege. + +### 4. Generate a webhook secret + +Generate a random secret to verify webhook payloads: + +```bash +openssl rand -hex 32 +``` + +Set this as the `WEBHOOK_SECRET` environment variable, and use the same value +when configuring the webhook in GitHub (see +[GitHub Webhook Setup](#github-webhook-setup)). + +## Configuration + +### Environment Variables + + + +| Variable | Description | Required | +| ---------------- | ----------------------------------------------------- | ---------------------------- | +| `GITHUB_TOKEN` | Fine-grained PAT from the bot account (see above) | No (dry-run without it) | +| `WEBHOOK_SECRET` | Secret for verifying webhook signatures | No (skips verification) | +| `PORT` | Server port (overrides `server.port` in config) | No | +| `CONFIG_PATH` | Path to config file | No (defaults to `config.ts`) | +| `LOG_LEVEL` | Log level override (`debug`, `info`, `warn`, `error`) | No | + + + +### Config File + +Copy `config.example.ts` to `config.ts`. The config is a TypeScript module that +default-exports a `Config` object - full type checking and autocompletion in +your editor. + +```typescript +import type { Config } from "./src/types"; + +const config: Config = { + server: { port: 3000 }, + 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, + }, + // ... +}; + +export default config; +``` + +The config is loaded at runtime via [jiti](https://github.com/unjs/jiti) - no +pre-compilation needed. + +See `config.example.ts` for the full annotated reference. + +## GitHub Webhook Setup + +1. Go to your repository's **Settings > Webhooks > Add webhook** +2. **Payload URL**: `https://your-host/webhook` +3. **Content type**: `application/json` +4. **Secret**: Must match your `WEBHOOK_SECRET` env var +5. **Events**: Select **Issues**, **Pull requests**, and optionally **Check + suites** (for re-analysis when CI finishes) + +If you enable **Check suites** and set `response.allowUpdates: true` in your +config, troutbot will update its comment on a PR once CI results are available. + +## Production Configuration + +When deploying troutbot to production, keep the following in mind: + +- **`WEBHOOK_SECRET` is strongly recommended.** Without it, anyone who can reach + the `/webhook` endpoint can trigger analysis and post comments. Always set a + secret and configure the same value in your GitHub webhook settings. +- **Use a reverse proxy with TLS.** GitHub sends webhook payloads over HTTPS. + Put nginx, Caddy, or a cloud load balancer in front of troutbot and terminate + TLS there. +- **Set `NODE_ENV=production`.** This is set automatically in the Docker image. + For standalone deployments, export it in your environment. Express uses this + to enable performance optimizations. +- **Rate limiting** is enabled by default at 120 requests/minute on the + `/webhook` endpoint. Override via `server.rateLimit` in your config file. +- **Request body size** is capped at 1 MB. GitHub webhook payloads are well + under this limit. +- **Graceful shutdown** is built in. The server handles `SIGTERM` and `SIGINT`, + stops accepting new connections, and waits up to 10 seconds for in-flight + requests to finish before exiting. +- **Dashboard access control.** The `/dashboard` and `/api/*` endpoints have no + built-in authentication. Restrict access via reverse proxy rules, firewall, or + binding to localhost. See [Securing the Dashboard](#securing-the-dashboard). + +## Deployment + +
+Standalone (Node.js) + +```bash +npm ci +npm run build +export NODE_ENV=production +export GITHUB_TOKEN="ghp_..." +export WEBHOOK_SECRET="your-secret" +npm start +``` + +
+ +
+Nix + +**Flake** (NixOS or flake-enabled systems): + +```nix +{ + inputs.troutbot.url = "github:notashelf/troutbot"; + + outputs = { self, nixpkgs, troutbot }: { + nixosConfigurations.myhost = nixpkgs.lib.nixosSystem { + modules = [ + troutbot.nixosModules.troutbot + { + services.troutbot = { + enable = true; + environmentFile = "/path/to/.env"; # use Agenix if possible + configPath = "/path/to/config.ts" # use Agenix if possible + }; + } + ]; + }; + }; +}; +``` + +**Run directly**: + +```bash +nix run github:notashelf/troutbot +``` + +
+ +
+Docker + +```bash +docker build -t troutbot . +docker run -d \ + --name troutbot \ + -p 127.0.0.1:3000:3000 \ + -e GITHUB_TOKEN="ghp_..." \ + -e WEBHOOK_SECRET="your-secret" \ + -v $(pwd)/config.ts:/app/config.ts:ro \ + --restart unless-stopped \ + troutbot +``` + +Multi-stage build, non-root user, built-in health check, `STOPSIGNAL SIGTERM`. + +
+ +
+Docker Compose + +```yaml +services: + troutbot: + build: . + ports: + - "127.0.0.1:3000:3000" + env_file: .env + volumes: + - ./config.ts:/app/config.ts:ro + restart: unless-stopped + deploy: + resources: + limits: + memory: 256M + logging: + driver: json-file + options: + max-size: "10m" + max-file: "3" +``` + +
+ +
+systemd + +Create `/etc/systemd/system/troutbot.service`: + +```ini +[Unit] +Description=Troutbot GitHub Webhook Bot +After=network.target + +[Service] +Type=simple +User=troutbot +WorkingDirectory=/opt/troutbot +ExecStart=/usr/bin/node dist/index.js +EnvironmentFile=/opt/troutbot/.env +Restart=on-failure +RestartSec=5 +TimeoutStopSec=15 +NoNewPrivileges=true +ProtectSystem=strict +ProtectHome=true +ReadWritePaths=/opt/troutbot +PrivateTmp=true + +[Install] +WantedBy=multi-user.target +``` + +```bash +sudo systemctl daemon-reload +sudo systemctl enable --now troutbot +``` + +
+ +
+Reverse Proxy (nginx) + +```nginx +server { + listen 443 ssl; + server_name troutbot.example.com; + + ssl_certificate /etc/letsencrypt/live/troutbot.example.com/fullchain.pem; + ssl_certificate_key /etc/letsencrypt/live/troutbot.example.com/privkey.pem; + + client_max_body_size 1m; + proxy_read_timeout 60s; + + location / { + proxy_pass http://127.0.0.1:3000; + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + proxy_set_header X-Forwarded-Proto $scheme; + } + + # Optional: nginx-level rate limiting + # limit_req_zone $binary_remote_addr zone=webhook:10m rate=10r/s; + # location /webhook { + # limit_req zone=webhook burst=20 nodelay; + # proxy_pass http://127.0.0.1:3000; + # } +} +``` + +
+ +## API Endpoints + +| Method | Path | Description | +| -------- | ------------- | ---------------------------------------------------------------------------------------- | +| `GET` | `/health` | Health check - returns `status`, `uptime` (seconds), `version`, `dryRun`, and `backends` | +| `POST` | `/webhook` | GitHub webhook receiver (rate limited) | +| `GET` | `/dashboard` | Web UI dashboard with status, events, and config editor | +| `GET` | `/api/status` | JSON status: uptime, version, dry-run, backends, repo count | +| `GET` | `/api/events` | Recent webhook events from the in-memory ring buffer | +| `DELETE` | `/api/events` | Clear the event ring buffer | +| `GET` | `/api/config` | Current runtime configuration as JSON | +| `PUT` | `/api/config` | Partial config update: deep-merges, validates, and applies in-place | + +## Dashboard & Runtime API + +Troutbot ships with a built-in web dashboard and JSON API for monitoring and +runtime configuration. No separate frontend build is required. + +### Web Dashboard + +Navigate to `http://localhost:3000/dashboard` (or wherever your instance is +running). The dashboard provides: + +- **Status card** - uptime, version, dry-run state, active backends, and repo + count. Auto-refreshes every 30 seconds. +- **Event log** - table of recent webhook events showing repo, PR/issue number, + action, impact rating, and confidence score. Keeps the last 100 events in + memory. +- **Config editor** - read-only JSON view of the current runtime config with an + "Edit" toggle that lets you modify and save changes without restarting. + +The dashboard is a single HTML page with inline CSS and vanilla JS - no +frameworks, no build step, no external assets. + +### Runtime Config API + +You can inspect and modify the running configuration via the REST API. Changes +are applied in-place without restarting the server. The update endpoint +deep-merges your partial config onto the current one and validates before +applying. + +```bash +# Read current config +curl http://localhost:3000/api/config + +# Update a single setting (partial merge) +curl -X PUT http://localhost:3000/api/config \ + -H 'Content-Type: application/json' \ + -d '{"response": {"allowUpdates": true}}' + +# Change engine weights at runtime +curl -X PUT http://localhost:3000/api/config \ + -H 'Content-Type: application/json' \ + -d '{"engine": {"weights": {"checks": 0.5, "diff": 0.25, "quality": 0.25}}}' +``` + +Invalid configs are rejected with a 400 status and an error message. The +original config remains unchanged if validation fails. + +### Event Buffer API + +The event buffer stores the last 100 processed webhook events in memory. Events +are lost on restart. + +```bash +# List recent events +curl http://localhost:3000/api/events + +# Clear the buffer +curl -X DELETE http://localhost:3000/api/events +``` + +### Securing the Dashboard + +The dashboard and API endpoints have no authentication by default. In +production, restrict access using one of: + +- **Reverse proxy rules** - limit `/dashboard` and `/api/*` to internal IPs or + require basic auth at the nginx/Caddy layer +- **Firewall rules** - only expose port 3000 to trusted networks +- **Bind to localhost** - set `server.port` and bind to `127.0.0.1` (the Docker + examples already do this), then access via SSH tunnel or VPN + +Do not expose the dashboard to the public internet without authentication, as +the config API allows modifying runtime behavior. + +## Dry-Run Mode + +Without a `GITHUB_TOKEN`, the bot runs in dry-run mode. The quality backend +still works (text analysis), but checks and diff backends return neutral (they +need API access). Comments are logged instead of posted. + +## Customizing Messages + +Edit `response.messages` in your config. Each impact category takes an array of +strings. One is picked randomly per event. + +```typescript +messages: { + positive: [ + "The trout approve of this {type}!", + "Upstream looks clear for this {type}.", + ], + negative: [ + "The trout are worried about this {type}.", + ], + neutral: [ + "The trout have no opinion on this {type}.", + ], +}, +``` + +Placeholders: + +- `{type}` - `issue` or `pull request` +- `{impact}` - `positive`, `negative`, or `neutral` diff --git a/config.example.ts b/config.example.ts index a3bfdc4..28f5bb8 100644 --- a/config.example.ts +++ b/config.example.ts @@ -67,7 +67,7 @@ const config: Config = { 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.', + 'Splashing good news - this {type} is looking healthy.', ], negative: [ 'This {type} is muddying the waters. The trout are concerned.', diff --git a/flake.lock b/flake.lock new file mode 100644 index 0000000..6f6bfa6 --- /dev/null +++ b/flake.lock @@ -0,0 +1,27 @@ +{ + "nodes": { + "nixpkgs": { + "locked": { + "lastModified": 1769461804, + "narHash": "sha256-msG8SU5WsBUfVVa/9RPLaymvi5bI8edTavbIq3vRlhI=", + "owner": "NixOS", + "repo": "nixpkgs", + "rev": "bfc1b8a4574108ceef22f02bafcf6611380c100d", + "type": "github" + }, + "original": { + "owner": "NixOS", + "ref": "nixos-unstable", + "repo": "nixpkgs", + "type": "github" + } + }, + "root": { + "inputs": { + "nixpkgs": "nixpkgs" + } + } + }, + "root": "root", + "version": 7 +} diff --git a/flake.nix b/flake.nix new file mode 100644 index 0000000..68f2d4a --- /dev/null +++ b/flake.nix @@ -0,0 +1,26 @@ +{ + description = "Troutbot - GitHub webhook bot"; + + inputs.nixpkgs.url = "github:NixOS/nixpkgs?ref=nixos-unstable"; + + outputs = { + self, + nixpkgs, + }: { + packages = { + x86_64-linux = let pkgs = nixpkgs.legacyPackages.x86_64-linux; in { default = pkgs.callPackage ./nix/package.nix {}; }; + aarch64-linux = let pkgs = nixpkgs.legacyPackages.aarch64-linux; in { default = pkgs.callPackage ./nix/package.nix {}; }; + x86_64-darwin = let pkgs = nixpkgs.legacyPackages.x86_64-darwin; in { default = pkgs.callPackage ./nix/package.nix {}; }; + aarch64-darwin = let pkgs = nixpkgs.legacyPackages.aarch64-darwin; in { default = pkgs.callPackage ./nix/package.nix {}; }; + }; + + devShells = { + x86_64-linux = let pkgs = nixpkgs.legacyPackages.x86_64-linux; in { default = pkgs.mkShell { packages = [pkgs.nodejs-slim_22 pkgs.pnpm]; }; }; + aarch64-linux = let pkgs = nixpkgs.legacyPackages.aarch64-linux; in { default = pkgs.mkShell { packages = [pkgs.nodejs-slim_22 pkgs.pnpm]; }; }; + x86_64-darwin = let pkgs = nixpkgs.legacyPackages.x86_64-darwin; in { default = pkgs.mkShell { packages = [pkgs.nodejs-slim_22 pkgs.pnpm]; }; }; + aarch64-darwin = let pkgs = nixpkgs.legacyPackages.aarch64-darwin; in { default = pkgs.mkShell { packages = [pkgs.nodejs-slim_22 pkgs.pnpm]; }; }; + }; + + nixosModules.troutbot = import ./nix/modules/nixos.nix self; + }; +} diff --git a/nix/modules/nixos.nix b/nix/modules/nixos.nix new file mode 100644 index 0000000..b9502c7 --- /dev/null +++ b/nix/modules/nixos.nix @@ -0,0 +1,83 @@ +self: { + config, + pkgs, + lib, + ... +}: let + inherit (lib.modules) mkIf; + inherit (lib.options) mkOption mkEnableOption literalExpression; + inherit (lib.types) nullOr str port package; + + defaultPackage = self.packages.${pkgs.stdenv.hostPlatform.system}.troutbot; + cfg = config.services.troutbot; +in { + options.services.troutbot = { + enable = mkEnableOption "troutbot"; + + package = mkOption { + type = nullOr package; + default = defaultPackage; + defaultText = literalExpression "inputs.troutbot.packages.${pkgs.stdenv.hostPlatform.system}.troutbot"; + description = '' + The Troutbot package to use. + + By default, this option will use the `packages.default` as exposed by this flake. + ''; + }; + + user = mkOption { + type = str; + default = "troutbot"; + }; + + group = mkOption { + type = str; + default = "troutbot"; + }; + + port = mkOption { + type = port; + default = 3000; + }; + + environmentFile = mkOption { + type = nullOr str; + default = null; + }; + + configPath = mkOption { + type = nullOr str; + default = null; + }; + }; + + config = mkIf cfg.enable { + users.users.${cfg.user} = { + isSystemUser = true; + group = cfg.group; + }; + + users.groups.${cfg.group} = {}; + + systemd.services.troutbot = { + description = "Troutbot"; + after = ["network.target"]; + wantedBy = ["multi-user.target"]; + serviceConfig = { + Type = "simple"; + User = cfg.user; + Group = cfg.group; + ExecStart = "${lib.getExe cfg.package}"; + Restart = "on-failure"; + EnvironmentFile = cfg.environmentFile; + NODE_ENV = "production"; + CONFIG_PATH = cfg.configPath; + PORT = toString cfg.port; + ProtectSystem = "strict"; + ProtectHome = true; + PrivateTmp = true; + NoNewPrivileges = true; + }; + }; + }; +} diff --git a/nix/package.nix b/nix/package.nix new file mode 100644 index 0000000..5557d37 --- /dev/null +++ b/nix/package.nix @@ -0,0 +1,71 @@ +{ + lib, + stdenv, + nodejs, + pnpmConfigHook, + fetchPnpmDeps, + pnpm, + makeBinaryWrapper, +}: +stdenv.mkDerivation (finalAttrs: { + pname = "troutbot"; + version = "0-unstable-2026-01-30"; + + src = lib.fileset.toSource { + root = ../.; + fileset = lib.fileset.unions [ + ../src + ../config.example.ts + ../package.json + ../pnpm-lock.yaml + ../tsconfig.json + ]; + }; + + strictDeps = true; + nativeBuildInputs = [ + nodejs # in case scripts are run outside of a pnpm call + pnpmConfigHook + pnpm # at least required by pnpmConfigHook, if not other (custom) phases + + makeBinaryWrapper + ]; + + pnpmDeps = fetchPnpmDeps { + inherit (finalAttrs) pname version src; + fetcherVersion = 3; + hash = "sha256-y8LV1D+EgGcZ79lmxS20dqYBPEfk4atma+RWf7pJI30="; + }; + + buildPhase = '' + runHook preBuild + + pnpm run build --outDir dist + + runHook postBuild + ''; + + installPhase = '' + runHook preInstall + + mkdir -p $out/{bin,share} + + # Copy transpiled result + cp -rv dist/* $out/share + + # Copy the example config + install -Dm755 config.example.ts $out/share + + makeWrapper ${lib.getExe nodejs} $out/bin/troutbot \ + --set-default NODE_ENV production \ + --add-flags "$out/share/index.js" + + runHook postInstall + ''; + + meta = { + description = "The ultimate trout population helper"; + license = lib.licenses.eupl12; + maintainers = with lib.maintainers; [NotAShelf]; + }; +}) diff --git a/package.json b/package.json index d839817..0141ca9 100644 --- a/package.json +++ b/package.json @@ -11,22 +11,22 @@ "fmt": "prettier --write ." }, "dependencies": { - "@octokit/rest": "^21.0.0", - "dotenv": "^16.4.0", - "express": "^4.21.0", + "@octokit/rest": "^22.0.1", + "dotenv": "^17.2.3", + "express": "^5.2.1", "express-rate-limit": "^8.2.1", - "jiti": "^2.4.0", - "winston": "^3.14.0" + "jiti": "^2.6.1", + "winston": "^3.19.0" }, "devDependencies": { - "@types/express": "^5.0.0", - "@types/node": "^22.0.0", - "@typescript-eslint/eslint-plugin": "^8.0.0", - "@typescript-eslint/parser": "^8.0.0", - "eslint": "^9.0.0", - "prettier": "^3.3.0", - "tsup": "^8.3.0", - "tsx": "^4.19.0", - "typescript": "^5.6.0" + "@types/express": "^5.0.6", + "@types/node": "^25.1.0", + "@typescript-eslint/eslint-plugin": "^8.54.0", + "@typescript-eslint/parser": "^8.54.0", + "eslint": "^9.39.2", + "prettier": "^3.8.1", + "tsup": "^8.5.1", + "tsx": "^4.21.0", + "typescript": "^5.9.3" } } diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 3d2a534..19388dd 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -5,1161 +5,706 @@ settings: excludeLinksFromLockfile: false importers: + .: dependencies: '@octokit/rest': - specifier: ^21.0.0 - version: 21.1.1 + specifier: ^22.0.1 + version: 22.0.1 dotenv: - specifier: ^16.4.0 - version: 16.6.1 + specifier: ^17.2.3 + version: 17.2.3 express: - specifier: ^4.21.0 - version: 4.22.1 + specifier: 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universal-user-agent: 7.0.3 - '@octokit/openapi-types@24.2.0': {} + '@octokit/openapi-types@27.0.0': {} - '@octokit/openapi-types@25.1.0': {} - - '@octokit/plugin-paginate-rest@11.6.0(@octokit/core@6.1.6)': + '@octokit/plugin-paginate-rest@14.0.0(@octokit/core@7.0.6)': dependencies: - '@octokit/core': 6.1.6 - '@octokit/types': 13.10.0 + '@octokit/core': 7.0.6 + '@octokit/types': 16.0.0 - '@octokit/plugin-request-log@5.3.1(@octokit/core@6.1.6)': + '@octokit/plugin-request-log@6.0.0(@octokit/core@7.0.6)': dependencies: - '@octokit/core': 6.1.6 + '@octokit/core': 7.0.6 - '@octokit/plugin-rest-endpoint-methods@13.5.0(@octokit/core@6.1.6)': + '@octokit/plugin-rest-endpoint-methods@17.0.0(@octokit/core@7.0.6)': dependencies: - '@octokit/core': 6.1.6 - '@octokit/types': 13.10.0 + '@octokit/core': 7.0.6 + '@octokit/types': 16.0.0 - '@octokit/request-error@6.1.8': + '@octokit/request-error@7.1.0': dependencies: - '@octokit/types': 14.1.0 + '@octokit/types': 16.0.0 - '@octokit/request@9.2.4': + '@octokit/request@10.0.7': dependencies: - '@octokit/endpoint': 10.1.4 - '@octokit/request-error': 6.1.8 - '@octokit/types': 14.1.0 - fast-content-type-parse: 2.0.1 + '@octokit/endpoint': 11.0.2 + '@octokit/request-error': 7.1.0 + '@octokit/types': 16.0.0 + fast-content-type-parse: 3.0.0 universal-user-agent: 7.0.3 - '@octokit/rest@21.1.1': + '@octokit/rest@22.0.1': dependencies: - '@octokit/core': 6.1.6 - '@octokit/plugin-paginate-rest': 11.6.0(@octokit/core@6.1.6) - '@octokit/plugin-request-log': 5.3.1(@octokit/core@6.1.6) - '@octokit/plugin-rest-endpoint-methods': 13.5.0(@octokit/core@6.1.6) + '@octokit/core': 7.0.6 + '@octokit/plugin-paginate-rest': 14.0.0(@octokit/core@7.0.6) + '@octokit/plugin-request-log': 6.0.0(@octokit/core@7.0.6) + '@octokit/plugin-rest-endpoint-methods': 17.0.0(@octokit/core@7.0.6) - '@octokit/types@13.10.0': + '@octokit/types@16.0.0': dependencies: - '@octokit/openapi-types': 24.2.0 - - '@octokit/types@14.1.0': - dependencies: - '@octokit/openapi-types': 25.1.0 + '@octokit/openapi-types': 27.0.0 '@rollup/rollup-android-arm-eabi@4.57.1': optional: true @@ -2703,17 +1712,17 @@ snapshots: '@types/body-parser@1.19.6': dependencies: '@types/connect': 3.4.38 - '@types/node': 22.19.7 + '@types/node': 25.1.0 '@types/connect@3.4.38': dependencies: - '@types/node': 22.19.7 + '@types/node': 25.1.0 '@types/estree@1.0.8': {} '@types/express-serve-static-core@5.1.1': dependencies: - '@types/node': 22.19.7 + '@types/node': 25.1.0 '@types/qs': 6.14.0 '@types/range-parser': 1.2.7 '@types/send': 1.2.1 @@ -2728,9 +1737,9 @@ snapshots: '@types/json-schema@7.0.15': {} - '@types/node@22.19.7': + '@types/node@25.1.0': dependencies: - undici-types: 6.21.0 + undici-types: 7.16.0 '@types/qs@6.14.0': {} @@ -2738,12 +1747,12 @@ snapshots: '@types/send@1.2.1': dependencies: - '@types/node': 22.19.7 + '@types/node': 25.1.0 '@types/serve-static@2.2.0': dependencies: '@types/http-errors': 2.0.5 - '@types/node': 22.19.7 + '@types/node': 25.1.0 '@types/triple-beam@1.3.5': {} @@ -2838,10 +1847,10 @@ snapshots: '@typescript-eslint/types': 8.54.0 eslint-visitor-keys: 4.2.1 - accepts@1.3.8: + accepts@2.0.0: dependencies: - mime-types: 2.1.35 - negotiator: 0.6.3 + mime-types: 3.0.2 + negotiator: 1.0.0 acorn-jsx@5.3.2(acorn@8.15.0): dependencies: @@ -2864,28 +1873,23 @@ snapshots: argparse@2.0.1: {} - array-flatten@1.1.1: {} - async@3.2.6: {} balanced-match@1.0.2: {} - before-after-hook@3.0.2: {} + before-after-hook@4.0.0: {} - body-parser@1.20.4: + body-parser@2.2.2: dependencies: bytes: 3.1.2 content-type: 1.0.5 - debug: 2.6.9 - depd: 2.0.0 - destroy: 1.2.0 + debug: 4.4.3 http-errors: 2.0.1 - iconv-lite: 0.4.24 + iconv-lite: 0.7.2 on-finished: 2.4.1 qs: 6.14.1 - raw-body: 2.5.3 - type-is: 1.6.18 - unpipe: 1.0.0 + raw-body: 3.0.2 + type-is: 2.0.1 transitivePeerDependencies: - supports-color @@ -2957,13 +1961,11 @@ snapshots: consola@3.4.2: {} - content-disposition@0.5.4: - dependencies: - safe-buffer: 5.2.1 + content-disposition@1.0.1: {} content-type@1.0.5: {} - cookie-signature@1.0.7: {} + cookie-signature@1.2.2: {} cookie@0.7.2: {} @@ -2973,10 +1975,6 @@ snapshots: shebang-command: 2.0.0 which: 2.0.2 - debug@2.6.9: - dependencies: - ms: 2.0.0 - debug@4.4.3: dependencies: ms: 2.1.3 @@ -2985,9 +1983,7 @@ snapshots: depd@2.0.0: {} - destroy@1.2.0: {} - - dotenv@16.6.1: {} + dotenv@17.2.3: {} dunder-proto@1.0.1: dependencies: @@ -3112,48 +2108,45 @@ snapshots: etag@1.8.1: {} - express-rate-limit@8.2.1(express@4.22.1): + express-rate-limit@8.2.1(express@5.2.1): dependencies: - express: 4.22.1 + express: 5.2.1 ip-address: 10.0.1 - express@4.22.1: + express@5.2.1: dependencies: - accepts: 1.3.8 - array-flatten: 1.1.1 - body-parser: 1.20.4 - content-disposition: 0.5.4 + accepts: 2.0.0 + body-parser: 2.2.2 + content-disposition: 1.0.1 content-type: 1.0.5 cookie: 0.7.2 - cookie-signature: 1.0.7 - debug: 2.6.9 + cookie-signature: 1.2.2 + debug: 4.4.3 depd: 2.0.0 encodeurl: 2.0.0 escape-html: 1.0.3 etag: 1.8.1 - finalhandler: 1.3.2 - fresh: 0.5.2 + finalhandler: 2.1.1 + fresh: 2.0.0 http-errors: 2.0.1 - merge-descriptors: 1.0.3 - methods: 1.1.2 + merge-descriptors: 2.0.0 + mime-types: 3.0.2 on-finished: 2.4.1 + once: 1.4.0 parseurl: 1.3.3 - path-to-regexp: 0.1.12 proxy-addr: 2.0.7 qs: 6.14.1 range-parser: 1.2.1 - safe-buffer: 5.2.1 - send: 0.19.2 - serve-static: 1.16.3 - setprototypeof: 1.2.0 + router: 2.2.0 + send: 1.2.1 + serve-static: 2.2.1 statuses: 2.0.2 - type-is: 1.6.18 - utils-merge: 1.0.1 + type-is: 2.0.1 vary: 1.1.2 transitivePeerDependencies: - supports-color - fast-content-type-parse@2.0.1: {} + fast-content-type-parse@3.0.0: {} fast-deep-equal@3.1.3: {} @@ -3171,15 +2164,14 @@ snapshots: dependencies: flat-cache: 4.0.1 - finalhandler@1.3.2: + finalhandler@2.1.1: dependencies: - debug: 2.6.9 + debug: 4.4.3 encodeurl: 2.0.0 escape-html: 1.0.3 on-finished: 2.4.1 parseurl: 1.3.3 statuses: 2.0.2 - unpipe: 1.0.0 transitivePeerDependencies: - supports-color @@ -3205,7 +2197,7 @@ snapshots: forwarded@0.2.0: {} - fresh@0.5.2: {} + fresh@2.0.0: {} fsevents@2.3.3: optional: true @@ -3258,7 +2250,7 @@ snapshots: statuses: 2.0.2 toidentifier: 1.0.1 - iconv-lite@0.4.24: + iconv-lite@0.7.2: dependencies: safer-buffer: 2.1.2 @@ -3285,6 +2277,8 @@ snapshots: dependencies: is-extglob: 2.1.1 + is-promise@4.0.0: {} + is-stream@2.0.1: {} isexe@2.0.0: {} @@ -3341,19 +2335,15 @@ snapshots: math-intrinsics@1.1.0: {} - media-typer@0.3.0: {} + media-typer@1.1.0: {} - merge-descriptors@1.0.3: {} + merge-descriptors@2.0.0: {} - methods@1.1.2: {} + mime-db@1.54.0: {} - mime-db@1.52.0: {} - - mime-types@2.1.35: + mime-types@3.0.2: dependencies: - mime-db: 1.52.0 - - mime@1.6.0: {} + mime-db: 1.54.0 minimatch@3.1.2: dependencies: @@ -3370,8 +2360,6 @@ snapshots: pkg-types: 1.3.1 ufo: 1.6.3 - ms@2.0.0: {} - ms@2.1.3: {} mz@2.7.0: @@ -3382,7 +2370,7 @@ snapshots: natural-compare@1.4.0: {} - negotiator@0.6.3: {} + negotiator@1.0.0: {} object-assign@4.1.1: {} @@ -3392,6 +2380,10 @@ snapshots: dependencies: ee-first: 1.1.1 + once@1.4.0: + dependencies: + wrappy: 1.0.2 + one-time@1.0.0: dependencies: fn.name: 1.1.0 @@ -3423,7 +2415,7 @@ snapshots: path-key@3.1.1: {} - path-to-regexp@0.1.12: {} + path-to-regexp@8.3.0: {} pathe@2.0.3: {} @@ -3463,11 +2455,11 @@ snapshots: range-parser@1.2.1: {} - raw-body@2.5.3: + raw-body@3.0.2: dependencies: bytes: 3.1.2 http-errors: 2.0.1 - iconv-lite: 0.4.24 + iconv-lite: 0.7.2 unpipe: 1.0.0 readable-stream@3.6.2: @@ -3515,6 +2507,16 @@ snapshots: '@rollup/rollup-win32-x64-msvc': 4.57.1 fsevents: 2.3.3 + router@2.2.0: + dependencies: + debug: 4.4.3 + depd: 2.0.0 + is-promise: 4.0.0 + parseurl: 1.3.3 + path-to-regexp: 8.3.0 + transitivePeerDependencies: + - supports-color + safe-buffer@5.2.1: {} safe-stable-stringify@2.5.0: {} @@ -3523,17 +2525,15 @@ snapshots: semver@7.7.3: {} - send@0.19.2: + send@1.2.1: dependencies: - debug: 2.6.9 - depd: 2.0.0 - destroy: 1.2.0 + debug: 4.4.3 encodeurl: 2.0.0 escape-html: 1.0.3 etag: 1.8.1 - fresh: 0.5.2 + fresh: 2.0.0 http-errors: 2.0.1 - mime: 1.6.0 + mime-types: 3.0.2 ms: 2.1.3 on-finished: 2.4.1 range-parser: 1.2.1 @@ -3541,12 +2541,12 @@ snapshots: transitivePeerDependencies: - supports-color - serve-static@1.16.3: + serve-static@2.2.1: dependencies: encodeurl: 2.0.0 escape-html: 1.0.3 parseurl: 1.3.3 - send: 0.19.2 + send: 1.2.1 transitivePeerDependencies: - supports-color @@ -3679,16 +2679,17 @@ snapshots: dependencies: prelude-ls: 1.2.1 - type-is@1.6.18: + type-is@2.0.1: dependencies: - media-typer: 0.3.0 - mime-types: 2.1.35 + 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@6.21.0: {} + undici-types@7.16.0: {} universal-user-agent@7.0.3: {} @@ -3700,8 +2701,6 @@ snapshots: util-deprecate@1.0.2: {} - utils-merge@1.0.1: {} - vary@1.1.2: {} which@2.0.2: @@ -3730,4 +2729,6 @@ snapshots: word-wrap@1.2.5: {} + wrappy@1.0.2: {} + yocto-queue@0.1.0: {} diff --git a/src/config.ts b/src/config.ts index d83fc23..5c6354f 100644 --- a/src/config.ts +++ b/src/config.ts @@ -36,7 +36,7 @@ const defaults: Config = { 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.', + 'Splashing good news - this {type} is looking healthy.', ], negative: [ 'This {type} is muddying the waters. The trout are concerned.', @@ -58,7 +58,7 @@ const defaults: Config = { }, }; -function deepMerge>(target: T, source: Partial): T { +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]; @@ -122,7 +122,7 @@ export function loadConfig(): Config { return config; } -function validate(config: Config): void { +export function validate(config: Config): void { if (!config.server.port || config.server.port < 1 || config.server.port > 65535) { throw new Error('Invalid server port'); } 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
index a04ddbf..9c035ff 100644
--- a/src/engine/checks.ts
+++ b/src/engine/checks.ts
@@ -2,6 +2,32 @@ import type { AnalysisResult, ChecksBackendConfig, EngineBackend, WebhookEvent }
 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';
 
@@ -28,8 +54,14 @@ export class ChecksBackend implements EngineBackend {
     }
 
     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 checks are still running.' };
+      return {
+        impact: 'neutral',
+        confidence: 0.1,
+        reasoning: `CI: ${pending.length} check(s) still running.`,
+      };
     }
 
     const passed = completed.filter((r) => r.conclusion === 'success');
@@ -46,29 +78,61 @@ export class ChecksBackend implements EngineBackend {
       return { impact: 'neutral', confidence: 0.2, reasoning: 'All CI checks were skipped.' };
     }
 
-    const passRate = passed.length / actionable;
-    const confidence = Math.min(1, actionable / 5); // more checks = more confidence, caps at 5
+    // 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'
+    );
 
-    let impact: AnalysisResult['impact'];
-    if (failed.length === 0) {
-      impact = 'positive';
-    } else if (passRate < 0.5) {
-      impact = 'negative';
-    } else {
-      impact = 'negative'; // any failure is a problem
+    // 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 (failed.length > 0)
-      parts.push(`${failed.length} failed (${failed.map((r) => r.name).join(', ')})`);
+    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)}%.`,
+      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
index f4bf63b..c4ebba4 100644
--- a/src/engine/diff.ts
+++ b/src/engine/diff.ts
@@ -4,6 +4,46 @@ 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';
 
@@ -29,59 +69,132 @@ export class DiffBackend implements EngineBackend {
       return { impact: 'neutral', confidence: 0.1, reasoning: 'Empty diff.' };
     }
 
-    const totalAdditions = files.reduce((s, f) => s + f.additions, 0);
-    const totalDeletions = files.reduce((s, f) => s + f.deletions, 0);
+    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 hasTestChanges = files.some((f) => TEST_FILE_PATTERN.test(f.filename));
 
-    const signals: { name: string; positive: boolean }[] = [];
+    const signals: { name: string; positive: boolean; weight: number }[] = [];
 
-    // Size signals
-    if (totalChanges <= 200) {
-      signals.push({ name: 'small PR', positive: true });
-    } else if (totalChanges > this.config.maxChanges) {
-      signals.push({ name: `large PR (${totalChanges} lines)`, positive: false });
+    // --- Size signals ---
+    if (totalChanges <= 50) {
+      signals.push({ name: 'tiny PR', positive: true, weight: 1.2 });
+    } else if (totalChanges <= 200) {
+      signals.push({ name: 'small PR', positive: true, weight: 1 });
+    } else if (totalChanges <= 500) {
+      // medium - no signal either way
+    } else if (totalChanges <= this.config.maxChanges) {
+      signals.push({ name: `large PR (${totalChanges} lines)`, positive: false, weight: 0.8 });
+    } else {
+      signals.push({ name: `very large PR (${totalChanges} lines, exceeds limit)`, positive: false, weight: 1.5 });
     }
 
-    // File count
-    if (files.length <= 10) {
-      signals.push({ name: 'focused changeset', positive: true });
-    } else if (files.length > 30) {
-      signals.push({ name: `sprawling changeset (${files.length} files)`, positive: false });
+    // --- Focus signals ---
+    if (src.length <= 3 && src.length > 0) {
+      signals.push({ name: 'tightly focused', positive: true, weight: 1.2 });
+    } else if (meaningful.length <= 10) {
+      signals.push({ name: 'focused changeset', positive: true, weight: 0.8 });
+    } else if (meaningful.length > 30) {
+      signals.push({ name: `sprawling changeset (${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 presence
-    if (hasTestChanges) {
-      signals.push({ name: 'includes tests', positive: true });
-    } else if (this.config.requireTests && totalChanges > 50) {
-      signals.push({ name: 'no test changes', positive: false });
+    // --- 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 is generally good (removing dead code)
+    // --- Net deletion ---
     if (totalDeletions > totalAdditions && totalDeletions > 10) {
-      signals.push({ name: 'net code removal', positive: true });
+      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 });
+      }
     }
 
-    const positiveCount = signals.filter((s) => s.positive).length;
-    const negativeCount = signals.filter((s) => !s.positive).length;
+    // --- 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 (positiveCount > negativeCount) {
+    if (positiveWeight > negativeWeight * 1.1) {
       impact = 'positive';
-    } else if (negativeCount > positiveCount) {
+    } 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(positiveCount - negativeCount) / signals.length + 0.2)
+        ? 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} additions, ${totalDeletions} deletions across ${files.length} files.`
+        ? `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/quality.ts b/src/engine/quality.ts
index c26e259..6b069d3 100644
--- a/src/engine/quality.ts
+++ b/src/engine/quality.ts
@@ -5,6 +5,14 @@ import type {
   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';
 
@@ -12,86 +20,157 @@ export class QualityBackend implements EngineBackend {
 
   async analyze(event: WebhookEvent): Promise {
     const body = event.body.trim();
-    const signals: { name: string; positive: boolean }[] = [];
+    const title = event.title.trim();
+    const signals: { name: string; positive: boolean; weight: number }[] = [];
 
-    // --- Negative signals (check first, they can short-circuit) ---
+    // --- Title analysis ---
 
-    if (body.length === 0) {
-      signals.push({ name: 'empty body', positive: false });
-    } else if (body.length < this.config.minBodyLength) {
-      signals.push({ name: `short body (${body.length} chars)`, positive: false });
+    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 });
     }
 
-    // --- Positive structural signals ---
+    if (CONVENTIONAL_COMMIT.test(title)) {
+      signals.push({ name: 'conventional commit format', positive: true, weight: 1 });
+    }
 
-    if (body.length >= this.config.minBodyLength) {
-      signals.push({ name: 'adequate description', positive: true });
+    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 });
+      signals.push({ name: 'has code blocks', positive: true, weight: 0.7 });
     }
 
-    if (/^#{1,6}\s/m.test(body) || /\*\*[^*]+\*\*:?/m.test(body)) {
-      signals.push({ name: 'has structure/headers', positive: true });
+    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 });
+        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 });
+        signals.push({ name: 'has expected/actual behavior', positive: true, weight: 1.2 });
       }
 
-      if (/\b(version|environment|os|platform|browser)\b/i.test(body)) {
-        signals.push({ name: 'has environment info', positive: true });
+      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 });
+        signals.push({ name: 'links to issue', positive: true, weight: 1.3 });
       }
 
-      if (/\b(test\s*(plan|strategy|coverage)|how\s+to\s+test|testing)\b/i.test(body)) {
-        signals.push({ name: 'has test plan', positive: true });
+      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
-    if (/#\d+/.test(body)) {
-      signals.push({ name: 'references issues/PRs', positive: true });
+    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).length;
-    const negativeCount = signals.filter((s) => !s.positive).length;
+    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 (positiveCount > negativeCount) {
+    if (positiveWeight > negativeWeight * 1.2) {
       impact = 'positive';
-    } else if (negativeCount > positiveCount) {
+    } else if (negativeWeight > positiveWeight * 1.2) {
       impact = 'negative';
     } else {
       impact = 'neutral';
     }
 
-    // Confidence scales with signal count
-    const confidence = Math.min(1, (positiveCount + negativeCount) / 6 + 0.15);
+    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(', ')}.`;
 
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/github.ts b/src/github.ts
index 3609fa2..14348fa 100644
--- a/src/github.ts
+++ b/src/github.ts
@@ -6,7 +6,7 @@ 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');
+    getLogger().warn('No GITHUB_TOKEN set - running in dry-run mode, comments will not be posted');
     return;
   }
   octokit = new Octokit({ auth: token });
diff --git a/src/index.ts b/src/index.ts
index 52183b6..e944a4f 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -1,9 +1,88 @@
 import { loadConfig } from './config.js';
 import { initLogger, getLogger } from './logger.js';
-import { initGitHub } from './github.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';
 
-function main() {
+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();
@@ -12,7 +91,7 @@ function main() {
 
   if (!process.env.GITHUB_TOKEN) {
     logger.warn(
-      'No GITHUB_TOKEN — running in dry-run mode (checks and diff backends will be inactive)'
+      'No GITHUB_TOKEN - running in dry-run mode (checks and diff backends will be inactive)'
     );
   }
   if (!process.env.WEBHOOK_SECRET) {
@@ -29,6 +108,36 @@ function main() {
   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) {
@@ -47,4 +156,12 @@ function main() {
   process.on('SIGINT', () => shutdown('SIGINT'));
 }
 
-main();
+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/server.ts b/src/server.ts
index c6cd80d..b97e3b0 100644
--- a/src/server.ts
+++ b/src/server.ts
@@ -1,7 +1,7 @@
 import crypto from 'node:crypto';
 import express from 'express';
 import rateLimit from 'express-rate-limit';
-import type { Config, WebhookEvent } from './types.js';
+import type { Config, WebhookEvent, AnalysisResult } from './types.js';
 import { shouldProcess } from './filters.js';
 import { createEngine } from './engine/index.js';
 import {
@@ -12,6 +12,8 @@ import {
   updateComment,
 } from './github.js';
 import { getLogger } from './logger.js';
+import { recordEvent } from './events.js';
+import { createDashboardRouter } from './dashboard.js';
 
 const startTime = Date.now();
 
@@ -87,7 +89,7 @@ export function createApp(config: Config): express.Express {
       const eventType = req.headers['x-github-event'] as string;
       const payload = req.body;
 
-      // Handle check_suite completion — re-analyze associated PRs
+      // 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' });
@@ -119,6 +121,8 @@ export function createApp(config: Config): express.Express {
     }
   });
 
+  app.use(createDashboardRouter(config));
+
   return app;
 }
 
@@ -136,7 +140,9 @@ async function analyzeAndComment(
     );
     if (!repoMatch) {
       logger.debug(`Ignoring event for unconfigured repo ${event.owner}/${event.repo}`);
-      return { skipped: true, reason: 'Repository not configured' };
+      const result = { skipped: true, reason: 'Repository not configured' };
+      recordEvent(event, result);
+      return result;
     }
   }
 
@@ -144,13 +150,15 @@ async function analyzeAndComment(
   const filterResult = shouldProcess(event, config.filters);
   if (!filterResult.pass) {
     logger.debug(`Filtered out: ${filterResult.reason}`);
-    return { skipped: true, reason: filterResult.reason };
+    const result = { skipped: true, reason: filterResult.reason };
+    recordEvent(event, result);
+    return result;
   }
 
   // Run analysis
-  const result = await engine.analyze(event);
+  const analysis = await engine.analyze(event);
   logger.info(
-    `Analyzed ${event.owner}/${event.repo}#${event.number}: impact=${result.impact}, confidence=${result.confidence.toFixed(2)}`
+    `Analyzed ${event.owner}/${event.repo}#${event.number}: impact=${analysis.impact}, confidence=${analysis.confidence.toFixed(2)}`
   );
 
   // Check for existing comment
@@ -159,15 +167,17 @@ async function analyzeAndComment(
 
   if (existing.exists && !allowUpdates) {
     logger.info(`Already commented on ${event.owner}/${event.repo}#${event.number}, skipping`);
-    return { skipped: true, reason: 'Already commented' };
+    const result = { skipped: true, reason: 'Already commented' };
+    recordEvent(event, result, analysis);
+    return result;
   }
 
   const body = formatComment(
     config.response,
     event.type,
-    result.impact,
-    result.confidence,
-    result.reasoning
+    analysis.impact,
+    analysis.confidence,
+    analysis.reasoning
   );
 
   if (existing.exists && allowUpdates && existing.commentId) {
@@ -176,7 +186,9 @@ async function analyzeAndComment(
     await postComment(event.owner, event.repo, event.number, body);
   }
 
-  return { processed: true, impact: result.impact, confidence: result.confidence };
+  const result = { processed: true, impact: analysis.impact, confidence: analysis.confidence };
+  recordEvent(event, result, analysis);
+  return result;
 }
 
 async function handleCheckSuiteCompleted(