diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json index b57c091..43fdfc6 100644 --- a/.claude-plugin/marketplace.json +++ b/.claude-plugin/marketplace.json @@ -99,7 +99,7 @@ { "name": "gads-gtm-plugin", "source": "./gads-gtm-plugin", - "description": "Google Ads & GTM automation suite — 6 skills for conversion tracking: create GAds conversions via API, wire into GTM via MCP, audit containers, debug tag firing, Meta/CAPI assessment" + "description": "Google Ads & GTM automation suite — 9 skills for authorized DOM event auditing, conversion tracking, cross-platform server-side conversion readiness, and GTM/sGTM release baselining" }, { "name": "openclaw-tools", diff --git a/README.md b/README.md index 4534272..ea02f73 100644 --- a/README.md +++ b/README.md @@ -618,13 +618,13 @@ Semantic code analysis MCP server for intelligent code understanding and refacto ### gads-gtm-plugin ⭐ NEW -Google Ads & GTM automation suite — create conversion actions, wire into GTM, audit containers, and validate tracking infrastructure. +Google Ads & GTM automation suite — inventory authorized website event surfaces, create conversion actions, wire into GTM, validate cross-platform server-side conversion processes, and baseline published measurement releases. ``` /plugin install gads-gtm-plugin@organized-ai-marketplace ``` -**6 Skills:** +**9 Skills:** | Skill | Description | | --- | --- | @@ -634,6 +634,9 @@ Google Ads & GTM automation suite — create conversion actions, wire into GTM, | `gtm-debug-agent` | Browser-based GTM debugging — tag firing, dataLayer inspection, consent mode | | `gads-to-gtm-programmatic` | End-to-end: create Google Ads conversions via API → wire labels into GTM via MCP | | `gads-conversion-flow` | Lightweight: create Google Ads conversions and retrieve labels for GTM | +| `measurement-release-versioning` | Capture published GTM/sGTM versions, event/pixel mappings, and aggregate outcomes for governed comparison | +| `conversion-api-process` | Plan and validate consent-gated Google Ads, Meta, TikTok, and X server-side conversion delivery | +| `event-surface-audit` | Convert an authorized, read-only Apify DOM inventory into a GTM/sGTM event-capture proposal | **Commands:** @@ -642,6 +645,9 @@ Google Ads & GTM automation suite — create conversion actions, wire into GTM, | `/gtm-audit` | Full GTM container audit with health score | | `/gads-setup` | Create Google Ads conversion actions + wire into GTM | | `/tracking-check` | Validate entire tracking stack (GTM + GAds + Meta) | +| `/measurement-release` | Capture a pre-change GTM/sGTM baseline manifest | +| `/conversion-api-readiness` | Validate cross-platform server-side conversion readiness | +| `/event-surface-audit` | Build a proposed event map from an Apify DOM inventory dataset | **Agents:** diff --git a/gads-gtm-plugin/.claude-plugin/plugin.json b/gads-gtm-plugin/.claude-plugin/plugin.json index 6ccf041..d396564 100644 --- a/gads-gtm-plugin/.claude-plugin/plugin.json +++ b/gads-gtm-plugin/.claude-plugin/plugin.json @@ -1,7 +1,7 @@ { "name": "gads-gtm-plugin", - "version": "1.0.0", - "description": "Google Ads & GTM automation suite — audit, build, debug, and optimize conversion tracking infrastructure programmatically via MCP servers.", + "version": "1.3.0", + "description": "Google Ads & GTM automation suite — audit event surfaces, build, debug, version releases, and govern cross-platform server-side conversion processes.", "author": { "name": "Blue Highlighted Text", "url": "https://github.com/organized-ai" @@ -17,7 +17,14 @@ "meta-ads", "data-audit", "stape", - "mcp" + "mcp", + "measurement-versioning", + "release-management", + "conversions-api", + "server-side-conversions", + "apify", + "event-audit", + "dom-inventory" ], "category": "data-infrastructure", "skills": [ @@ -26,6 +33,9 @@ "skills/tidy-gtm", "skills/gtm-debug-agent", "skills/gads-to-gtm-programmatic", - "skills/gads-conversion-flow" + "skills/gads-conversion-flow", + "skills/measurement-release-versioning", + "skills/conversion-api-process", + "skills/event-surface-audit" ] } diff --git a/gads-gtm-plugin/AGENT-SETUP.md b/gads-gtm-plugin/AGENT-SETUP.md new file mode 100644 index 0000000..0795881 --- /dev/null +++ b/gads-gtm-plugin/AGENT-SETUP.md @@ -0,0 +1,39 @@ +# Use this measurement kit with another coding agent + +The marketplace package is native to Claude Code. The measurement artifacts themselves are portable: any agent that can read files and run a local command can use the same audit workflow. + +## Claude Code (native install) + +```text +/plugin marketplace add Organized-AI/plugin-marketplace +/plugin install gads-gtm-plugin@organized-ai-marketplace +``` + +Then ask: “Read `skills/event-surface-audit/SKILL.md` and use the included DOM Event Inventory Actor to create a proposed GTM event plan. Do not publish.” + +## Any other coding agent (portable install) + +1. Clone this repository or download the `gads-gtm-plugin` folder into the project the agent can read. +2. Give the agent this one-time instruction: + + ```text + Follow gads-gtm-plugin/skills/event-surface-audit/SKILL.md. + Use only authorized, read-only website inventories. Treat generated event maps as proposals; + do not publish GTM, send conversions, click controls, submit forms, or expose secrets. + ``` + +3. Run the actor and deterministic mapper from [QUICKSTART.md](QUICKSTART.md). Give the exported dataset and generated `event-surface-map.json` to the agent. +4. If the agent supports MCP, copy the applicable entries from [`.mcp.json`](.mcp.json) into that agent’s MCP settings. Add credentials through its secure configuration flow; never paste a token into source control or chat. + +The agent’s own MCP configuration syntax and installation screen differ by product, so this guide deliberately provides portable files and a portable prompt instead of claiming a one-click install where none exists. + +## Reproducible hand-off bundle + +Give a novice these four things: + +- `QUICKSTART.md` for the human procedure; +- `actors/dom-event-inventory/` to deploy or run the read-only Apify Actor; +- an exported dataset plus `scripts/build_event_surface_map.py` for repeatable event proposals; +- `config/conversion-api-readiness.example.json` and `scripts/create_measurement_release.py` for the server-side and versioning gates. + +No item contains an advertising credential. Keep production destination IDs, platform tokens, and personal data out of the bundle. diff --git a/gads-gtm-plugin/QUICKSTART.md b/gads-gtm-plugin/QUICKSTART.md new file mode 100644 index 0000000..60133db --- /dev/null +++ b/gads-gtm-plugin/QUICKSTART.md @@ -0,0 +1,102 @@ +# Quick Start: website events → GTM → sGTM/CAPI + +This guide is designed for a technical novice. It produces a **proposal**, then asks you to test it. Nothing in this plugin publishes a GTM container, clicks a website control, submits a form, or sends an ad-platform conversion by itself. + +## 1. Install the plugin + +In Claude Code, add this marketplace once, then install the plugin: + +```text +/plugin marketplace add Organized-AI/plugin-marketplace +/plugin install gads-gtm-plugin@organized-ai-marketplace +``` + +Restart Claude Code if it does not immediately show the commands. This repository is a Claude Code marketplace, so those are the one-command install instructions. Other coding agents can still use the same Actor, JSON contracts, scripts, and MCP configuration, but their plugin-install format is host-specific; point the agent at this plugin folder and ask it to follow `skills/event-surface-audit/SKILL.md`. Do not represent it as a native install for an agent that does not support Claude plugins. + +## 2. Decide what you are allowed to audit + +Use the DOM inventory only for a domain you own or have written authorization to assess. Start with 5–10 public pages. Do not use it for logged-in areas, session replay, form submission, credential collection, or consent bypass. Its output intentionally excludes input values and URL query strings. + +## 3. Create a DOM inventory with Apify + +The Actor uses a browser because many modern sites render controls with JavaScript. It **does not click controls or submit forms**; it reports visible links, buttons, forms, and fields plus conservative selector evidence. + +Prerequisites: Node.js 22+, an Apify account, and the Apify CLI. + +```bash +npm install -g apify-cli +apify login +cd gads-gtm-plugin/actors/dom-event-inventory +npm ci +npm run build +apify push +``` + +After the first push, run it from the Apify Console with the contents of `../../examples/dom-event-inventory.input.json`, replacing `https://example.com/` with your authorized website. Keep `sameDomainOnly` enabled for a first pass. Export the resulting default dataset as JSON to `dom-inventory.json`. + +Apify documents `apify login` followed by `apify push` as the CLI deployment path; its Playwright crawler is designed for JavaScript-rendered pages and can save results to the Actor dataset. [Apify deployment docs](https://docs.apify.com/actors/development/deployment) and [PlaywrightCrawler guide](https://docs.apify.com/sdk/js/docs/guides/playwright-crawler) cover those primitives. + +## 4. Turn the inventory into an event plan + +```bash +cd ../.. +python3 scripts/build_event_surface_map.py \ + --input dom-inventory.json \ + --out event-surface-map.json +``` + +Or, in Claude Code: + +```text +/event-surface-audit dom-inventory.json +``` + +Review every candidate. `cta_clicked` means “a clickable thing was found,” not “this is a conversion.” Retain only actions that matter to the business: lead form start/submit, qualified survey result, checkout completion, account creation, or a meaningful CTA. + +For each retained event, agree on a small metadata allowlist. Good examples: `page_type`, `form_id`, `step`, `content_id`, `experiment_id`. Do not include form text, email, phone, address, full URLs with query strings, access tokens, or ad-platform secrets. + +## 5. Capture client-side events safely + +Ask your developer to emit the event at the confirmed business action—not merely when a button is clicked: + +```javascript +window.dataLayer = window.dataLayer || []; +window.dataLayer.push({ + event: 'quiz_result_viewed', + event_id: crypto.randomUUID(), + use_case: 'measurement_audit', + platform_selection: ['google_ads', 'meta'] +}); +``` + +Use a stable `data-track` or `data-event` attribute only if application instrumentation is not available. In GTM, build triggers and variables in a **test workspace**, use Preview/Tag Assistant, and verify that consent blocks advertising events when it should. + +## 6. Add server-side destinations only after browser validation + +Send the approved event through sGTM/Stape only after the client-side data layer is verified. Keep the same `event_id` in matching browser/server Meta and TikTok events. For X, use the same `conversion_id` for an overlapping Pixel/CAPI event. Store credentials only in Stape or secret management, never in GTM variables, source files, exported manifests, or prompts. + +Copy the readiness template and validate it before enabling a destination: + +```bash +cp config/conversion-api-readiness.example.json my-capi-readiness.json +python3 scripts/check_conversion_api_readiness.py --config my-capi-readiness.json +``` + +Then send a test event and confirm it in each platform’s diagnostic view. Do not publish until the event, consent behavior, and deduplication are proven. + +## 7. Version and compare the measurement release + +Before publishing, capture the current web GTM and sGTM container version IDs: + +```text +/measurement-release +``` + +After the release, save aggregate results and diagnostic evidence under the same release. Compare equivalent windows and event definitions; a before/after change alone does not prove that a container edit caused a performance change. + +## What to ask your agent + +- “Use `event-surface-audit` on this Apify dataset. Return only a proposed event map and ask me to approve it.” +- “Implement approved events in a GTM test workspace, then give me Preview evidence. Do not publish.” +- “Run conversion-api readiness for Meta and TikTok; do not include credentials in files or chat.” +- “Create a measurement release manifest for the currently published web GTM and sGTM versions.” diff --git a/gads-gtm-plugin/README.md b/gads-gtm-plugin/README.md index 3085001..b467d36 100644 --- a/gads-gtm-plugin/README.md +++ b/gads-gtm-plugin/README.md @@ -2,7 +2,7 @@ > Production-grade Google Ads & GTM automation suite for Claude Code. Audit, build, debug, and optimize conversion tracking infrastructure programmatically via MCP servers. -## Skills (6) +## Skills (9) | Skill | Purpose | |-------|---------| @@ -12,6 +12,9 @@ | **gtm-debug-agent** | Browser-based GTM debugging — tag firing verification, dataLayer inspection, consent mode validation | | **gads-to-gtm-programmatic** | End-to-end: create Google Ads conversion actions via API → wire labels into GTM tags/variables via MCP | | **gads-conversion-flow** | Lightweight: create Google Ads conversions and retrieve labels for manual GTM wiring | +| **measurement-release-versioning** | Capture published GTM/sGTM versions, pixel mappings, and baseline outcomes for governed before/after comparison | +| **conversion-api-process** | Configure and validate consent-gated server-side conversion processes for Google Ads, Meta, TikTok, and X | +| **event-surface-audit** | Turn an authorized, read-only Apify DOM inventory into a consent-aware client-side and server-side event proposal | ## MCP Servers Required @@ -40,6 +43,9 @@ | `/gtm-audit` | Full GTM container audit with health score | | `/gads-setup` | Create Google Ads conversion actions + wire into GTM | | `/tracking-check` | Validate entire tracking stack (GTM + GAds + Meta) | +| `/event-surface-audit` | Create a GTM-ready event map from a DOM inventory dataset | +| `/measurement-release` | Capture a GTM/sGTM measurement release baseline | +| `/conversion-api-readiness` | Validate cross-platform CAPI readiness without exposing credentials | ## Agents @@ -60,6 +66,26 @@ 1. `tidy-gtm` → audit and clean 2. `gtm-ai` → bulk tag/trigger/variable operations 3. `gtm-debug-agent` → validate changes before publish +4. `measurement-release-versioning` → capture the immutable baseline before and after a published release +5. `conversion-api-process` → validate browser/server event mappings, consent, deduplication, and platform test evidence + +**Website event discovery (authorized sites only):** +1. Follow [QUICKSTART.md](QUICKSTART.md) to deploy or run the included read-only Apify Actor +2. `event-surface-audit` → convert the DOM inventory into candidate events and a GTM data-layer contract +3. Configure and validate in a GTM preview workspace; do not auto-publish DOM-derived triggers +4. `measurement-release-versioning` and `conversion-api-process` → baseline the change and validate server destinations + +## Measurement releases + +Use `/measurement-release` before a tracking deployment. It creates a privacy-safe manifest linking published web GTM and sGTM version IDs to event-contract and pixel/destination mappings, an evaluation window, and aggregate results. It complements the existing GTM deployment flow; it does not publish or modify a container. + +## Cross-platform conversion processes + +Use `/conversion-api-readiness` to validate the setup plan for Google Ads, Meta CAPI, TikTok Events API, and X CAPI before production event delivery. It checks the shared event contract, consent gate, browser/server deduplication identifiers, destination IDs, secret storage, test evidence, and diagnostics ownership. It never stores or prints credentials. + +## Novice quick start + +Start with [QUICKSTART.md](QUICKSTART.md). It explains marketplace installation, the authorized Apify DOM inventory, GTM preview validation, sGTM/CAPI routing, and release versioning. For non-Claude agents, use the portable hand-off in [AGENT-SETUP.md](AGENT-SETUP.md). The actor only inventories public page structure; it neither clicks controls nor submits forms. ## License diff --git a/gads-gtm-plugin/actors/dom-event-inventory/.actor/Dockerfile b/gads-gtm-plugin/actors/dom-event-inventory/.actor/Dockerfile new file mode 100644 index 0000000..ca87eca --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/.actor/Dockerfile @@ -0,0 +1,16 @@ +FROM apify/actor-node-playwright-chrome:22 AS builder + +COPY package*.json ./ +RUN npm ci --include=dev --audit=false +COPY tsconfig.json ./ +COPY src/ ./src/ +RUN npm run build + +FROM apify/actor-node-playwright-chrome:22 + +COPY package*.json ./ +RUN npm ci --omit=dev --audit=false +COPY --from=builder /home/myuser/dist ./dist +COPY .actor/ ./.actor/ + +CMD ["node", "dist/main.js"] diff --git a/gads-gtm-plugin/actors/dom-event-inventory/.actor/actor.json b/gads-gtm-plugin/actors/dom-event-inventory/.actor/actor.json new file mode 100644 index 0000000..e0326a6 --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/.actor/actor.json @@ -0,0 +1,9 @@ +{ + "actorSpecification": 1, + "name": "dom-event-inventory", + "title": "DOM Event Inventory", + "description": "Read-only inventory of public interactive page elements for GTM measurement planning.", + "version": "1.0.0", + "input": "./input_schema.json", + "dockerfile": "./Dockerfile" +} diff --git a/gads-gtm-plugin/actors/dom-event-inventory/.actor/input_schema.json b/gads-gtm-plugin/actors/dom-event-inventory/.actor/input_schema.json new file mode 100644 index 0000000..3959580 --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/.actor/input_schema.json @@ -0,0 +1,38 @@ +{ + "title": "DOM Event Inventory input", + "type": "object", + "schemaVersion": 1, + "properties": { + "startUrls": { + "title": "Start URLs", + "type": "array", + "description": "Pages you are authorized to audit.", + "editor": "requestListSources", + "prefill": [{ "url": "https://example.com/" }] + }, + "maxPages": { + "title": "Maximum pages", + "type": "integer", + "description": "Keep this small for a first audit.", + "default": 10, + "editor": "textfield" + }, + "sameDomainOnly": { + "title": "Same domain only", + "type": "boolean", + "description": "Do not follow links outside the first start URL's domain.", + "default": true, + "editor": "select", + "enum": [true, false], + "enumTitles": ["Yes", "No"] + }, + "maxElementsPerPage": { + "title": "Maximum elements per page", + "type": "integer", + "description": "Caps reported controls; no controls are clicked.", + "default": 250, + "editor": "textfield" + } + }, + "required": ["startUrls"] +} diff --git a/gads-gtm-plugin/actors/dom-event-inventory/.actorignore b/gads-gtm-plugin/actors/dom-event-inventory/.actorignore new file mode 100644 index 0000000..8eee408 --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/.actorignore @@ -0,0 +1,6 @@ +.git/ +node_modules/ +dist/ +storage/ +apify_storage/ +*.md diff --git a/gads-gtm-plugin/actors/dom-event-inventory/.gitignore b/gads-gtm-plugin/actors/dom-event-inventory/.gitignore new file mode 100644 index 0000000..2514507 --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/.gitignore @@ -0,0 +1,5 @@ +node_modules/ +dist/ +storage/ +apify_storage/ +.env diff --git a/gads-gtm-plugin/actors/dom-event-inventory/package-lock.json b/gads-gtm-plugin/actors/dom-event-inventory/package-lock.json new file mode 100644 index 0000000..2ea51f5 --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/package-lock.json @@ -0,0 +1,4388 @@ +{ + "name": "dom-event-inventory", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "dom-event-inventory", + "version": "1.0.0", + "dependencies": { + "apify": "^3.5.2", + "crawlee": "^3.15.0" + }, + "devDependencies": { + "@apify/tsconfig": "^0.1.0", + "typescript": "~5.6.0" + }, + "engines": { + "node": ">=22" + } + }, + "node_modules/@apify/consts": { + 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"dom-event-inventory", + "version": "1.0.0", + "private": true, + "type": "module", + "description": "Read-only Apify Actor that inventories website interaction surfaces for measurement planning.", + "engines": { "node": ">=22" }, + "scripts": { "build": "tsc", "start": "node dist/main.js" }, + "dependencies": { "apify": "^3.5.2", "crawlee": "^3.15.0" }, + "devDependencies": { "@apify/tsconfig": "^0.1.0", "typescript": "~5.6.0" } +} diff --git a/gads-gtm-plugin/actors/dom-event-inventory/src/main.ts b/gads-gtm-plugin/actors/dom-event-inventory/src/main.ts new file mode 100644 index 0000000..e0cea6e --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/src/main.ts @@ -0,0 +1,104 @@ +import { Actor, log } from 'apify'; +import { PlaywrightCrawler } from 'crawlee'; + +type StartUrl = { url: string }; +type Input = { + startUrls?: StartUrl[]; + maxPages?: number; + sameDomainOnly?: boolean; + maxElementsPerPage?: number; +}; + +type Candidate = { + eventName: string; + interaction: 'click' | 'form_start' | 'form_submit'; + selector: string; + rationale: string; +}; + +await Actor.init(); + +try { + const input = (await Actor.getInput()) ?? {}; + const startUrls = input.startUrls?.map(({ url }) => url).filter(Boolean) ?? []; + if (startUrls.length === 0) throw new Error('startUrls must contain at least one URL'); + + const scopeHostname = new URL(startUrls[0]).hostname; + const maxPages = Math.min(Math.max(input.maxPages ?? 10, 1), 100); + const maxElements = Math.min(Math.max(input.maxElementsPerPage ?? 250, 1), 500); + const sameDomainOnly = input.sameDomainOnly ?? true; + + const crawler = new PlaywrightCrawler({ + maxRequestsPerCrawl: maxPages, + requestHandlerTimeoutSecs: 60, + async requestHandler({ request, page, enqueueLinks }) { + const inventory = await page.evaluate((limit: number) => { + const clean = (value: string | null | undefined, length = 160) => + (value ?? '').replace(/\s+/g, ' ').trim().slice(0, length); + const stableSelector = (element: Element) => { + const attr = (name: string) => clean(element.getAttribute(name), 100); + const safe = (value: string) => value.replace(/\\/g, '\\\\').replace(/"/g, '\\"'); + const id = attr('id'); + if (id && /^[A-Za-z][A-Za-z0-9_-]*$/.test(id)) return `#${id}`; + for (const name of ['data-testid', 'data-track', 'data-event', 'name']) { + const value = attr(name); + if (value) return `[${name}="${safe(value)}"]`; + } + const tag = element.tagName.toLowerCase(); + const type = attr('type'); + return type ? `${tag}[type="${safe(type)}"]` : tag; + }; + const allowedAttributes = ['id', 'name', 'type', 'role', 'aria-label', 'data-testid', 'data-track', 'data-event']; + const controls = Array.from(document.querySelectorAll( + 'button, a[href], input:not([type="hidden"]), select, textarea, [role="button"], [role="link"], [contenteditable="true"]', + )).filter((element) => { + const style = window.getComputedStyle(element); + return style.display !== 'none' && style.visibility !== 'hidden' && element.getClientRects().length > 0; + }).slice(0, limit); + + return controls.map((element) => { + const attributes = Object.fromEntries(allowedAttributes + .map((name) => [name, clean(element.getAttribute(name), 100)]) + .filter(([, value]) => value)); + const tag = element.tagName.toLowerCase(); + const type = clean(element.getAttribute('type'), 40).toLowerCase(); + const candidates: Candidate[] = []; + if (tag === 'input' || tag === 'select' || tag === 'textarea' || element.closest('form')) { + candidates.push({ eventName: 'form_started', interaction: 'form_start', selector: stableSelector(element), rationale: 'Field or control belongs to a visible form.' }); + } + if (tag === 'button' || tag === 'a' || element.getAttribute('role') === 'button') { + candidates.push({ eventName: 'cta_clicked', interaction: 'click', selector: stableSelector(element), rationale: 'Visible link or button; confirm business intent before tracking.' }); + } + if ((tag === 'button' && type === 'submit') || element.getAttribute('type') === 'submit') { + candidates.push({ eventName: 'form_submitted', interaction: 'form_submit', selector: stableSelector(element), rationale: 'Submit control; prefer an application confirmation event.' }); + } + return { + selector: stableSelector(element), tag, type: type || undefined, + text: clean(element.textContent), attributes, candidates, + }; + }); + }, maxElements); + + await Actor.pushData({ + kind: 'page_inventory', url: request.loadedUrl ?? request.url, + title: await page.title(), controls: inventory, + safety: { readOnly: true, clickedControls: false, submittedForms: false, capturedInputValues: false }, + }); + + await enqueueLinks({ + selector: 'a[href]', + strategy: sameDomainOnly ? 'same-domain' : 'same-hostname', + transformRequestFunction: (next) => { + if (sameDomainOnly && new URL(next.url).hostname !== scopeHostname) return false; + return next; + }, + }); + }, + failedRequestHandler({ request }) { log.warning('Page inventory failed', { url: request.url }); }, + }); + + log.info('Starting read-only DOM inventory', { maxPages, maxElements, sameDomainOnly }); + await crawler.run(startUrls); +} finally { + await Actor.exit(); +} diff --git a/gads-gtm-plugin/actors/dom-event-inventory/tsconfig.json b/gads-gtm-plugin/actors/dom-event-inventory/tsconfig.json new file mode 100644 index 0000000..bdf4c7f --- /dev/null +++ b/gads-gtm-plugin/actors/dom-event-inventory/tsconfig.json @@ -0,0 +1,19 @@ +{ + "extends": "@apify/tsconfig", + "compilerOptions": { + "module": "NodeNext", + "moduleResolution": "NodeNext", + "outDir": "dist", + "rootDir": "src", + "strict": true, + "target": "ES2022", + "lib": ["ES2022", "DOM"], + "skipLibCheck": true, + "resolveJsonModule": true, + "declaration": true, + "importHelpers": false, + "incremental": false + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist"] +} diff --git a/gads-gtm-plugin/commands/conversion-api-readiness.md b/gads-gtm-plugin/commands/conversion-api-readiness.md new file mode 100644 index 0000000..af1209c --- /dev/null +++ b/gads-gtm-plugin/commands/conversion-api-readiness.md @@ -0,0 +1,21 @@ +# /conversion-api-readiness — Validate server-side conversion readiness + +Validate the consent, identity, deduplication, test, and monitoring prerequisites for Google Ads, Meta, TikTok, and X before enabling production server-side delivery. + +## Usage + +```text +/conversion-api-readiness +``` + +## Procedure + +1. Confirm the configuration has no credentials, raw PII, or click IDs. +2. Run `scripts/check_conversion_api_readiness.py --config `. +3. Treat every failure as a blocker; warnings require an owner and release note. +4. Capture the current GTM/sGTM state with `/measurement-release` before making changes. +5. Use platform test events and diagnostics before requesting publication. + +## Production gate + +Do not enable a destination until it has: consent gate, event mapping, destination ID, secret stored outside the config, a dedupe key for overlapping browser/server events, a test-event result, a diagnostics owner, and rollback instructions. diff --git a/gads-gtm-plugin/commands/event-surface-audit.md b/gads-gtm-plugin/commands/event-surface-audit.md new file mode 100644 index 0000000..b442dd6 --- /dev/null +++ b/gads-gtm-plugin/commands/event-surface-audit.md @@ -0,0 +1,17 @@ +# /event-surface-audit — Discover website event surfaces + +Create a measurement plan from an authorized read-only DOM inventory. This command does not publish GTM changes or send any ad-platform event. + +## Usage + +```text +/event-surface-audit +``` + +## Procedure + +1. Confirm the requester is authorized to audit the domain and the Actor ran without clicking or submitting forms. +2. Run `scripts/build_event_surface_map.py --input --out `. +3. Review candidate events, retain only business-relevant actions, and agree a metadata allowlist and consent category. +4. Prefer application `dataLayer.push()` events; document any selector fallback. +5. Produce a GTM test-workspace plan, then require preview evidence, explicit publish approval, a measurement release manifest, and CAPI readiness checks where applicable. diff --git a/gads-gtm-plugin/commands/measurement-release.md b/gads-gtm-plugin/commands/measurement-release.md new file mode 100644 index 0000000..1449590 --- /dev/null +++ b/gads-gtm-plugin/commands/measurement-release.md @@ -0,0 +1,36 @@ +# /measurement-release — Capture a GTM/sGTM measurement baseline + +Create a release manifest before changing tracking configuration. This command does not publish tags or call ad-platform write APIs. + +## Usage + +```text +/measurement-release +``` + +## Procedure + +1. Confirm the supplied version IDs are the currently published versions, not a workspace draft. +2. Ask for any missing owner, reason, event-contract version, baseline window, and relevant destination mappings. +3. Run `scripts/create_measurement_release.py` with the supplied identifiers. +4. Record only aggregate metrics and privacy-safe evidence links. +5. Return the manifest path and the required test/publish/compare steps. + +## Example + +```bash +python3 scripts/create_measurement_release.py \ + --out measurement-releases/quiz-funnel-2026-07-27-01.json \ + --release-id quiz-funnel-2026-07-27-01 \ + --owner jordan \ + --reason 'Add server-side result-delivery event' \ + --web-container accounts/123/containers/456 \ + --web-version 12 \ + --server-container accounts/123/containers/789 \ + --server-version 7 \ + --event-contract-version quiz-events/v2 \ + --baseline-start 2026-07-13T00:00:00Z \ + --baseline-end 2026-07-26T23:59:59Z \ + --destination 'google_ads:conversion-action-123:v1' \ + --baseline-metric 'lead_result_submitted=42' +``` diff --git a/gads-gtm-plugin/config/conversion-api-readiness.example.json b/gads-gtm-plugin/config/conversion-api-readiness.example.json new file mode 100644 index 0000000..58be61c --- /dev/null +++ b/gads-gtm-plugin/config/conversion-api-readiness.example.json @@ -0,0 +1,53 @@ +{ + "schema_version": "conversion-api-readiness/v1", + "event_contract_version": "events/v1", + "consent": { + "advertising_required": true, + "gate_implemented": false, + "policy_reference": "replace-with-policy-reference" + }, + "events": [ + { + "name": "lead", + "source_of_truth": "crm", + "event_id_strategy": "browser UUID passed to server; CRM lead ID for lifecycle events", + "transaction_or_crm_id": "crm_lead_id" + } + ], + "destinations": { + "google_ads": { + "enabled": false, + "destination_id": "conversion-action-id", + "server_process": "data-manager-api-or-approved-server-tag", + "test_evidence": null, + "diagnostics_owner": "owner-name" + }, + "meta": { + "enabled": false, + "destination_id": "pixel-or-dataset-id", + "browser_event": "Lead", + "server_event": "Lead", + "dedupe_key": "event_id", + "test_evidence": null, + "diagnostics_owner": "owner-name" + }, + "tiktok": { + "enabled": false, + "destination_id": "pixel-code", + "browser_event": "SubmitForm", + "server_event": "SubmitForm", + "dedupe_key": "event_id", + "test_evidence": null, + "diagnostics_owner": "owner-name" + }, + "x": { + "enabled": false, + "destination_id": "pixel-and-event-id", + "browser_event": "Lead", + "server_event": "Lead", + "dedupe_key": "conversion_id", + "test_evidence": null, + "diagnostics_owner": "owner-name" + } + } +} diff --git a/gads-gtm-plugin/examples/dom-event-inventory.input.json b/gads-gtm-plugin/examples/dom-event-inventory.input.json new file mode 100644 index 0000000..0f6719a --- /dev/null +++ b/gads-gtm-plugin/examples/dom-event-inventory.input.json @@ -0,0 +1,6 @@ +{ + "startUrls": [{ "url": "https://example.com/" }], + "maxPages": 10, + "sameDomainOnly": true, + "maxElementsPerPage": 250 +} diff --git a/gads-gtm-plugin/examples/dom-inventory.dataset.example.json b/gads-gtm-plugin/examples/dom-inventory.dataset.example.json new file mode 100644 index 0000000..5906efb --- /dev/null +++ b/gads-gtm-plugin/examples/dom-inventory.dataset.example.json @@ -0,0 +1,15 @@ +[ + { + "kind": "page_inventory", + "url": "https://example.com/quiz", + "controls": [ + { + "selector": "#result-form", + "candidates": [ + { "eventName": "form_started", "interaction": "form_start", "selector": "#result-form", "rationale": "Field belongs to a visible form." }, + { "eventName": "form_submitted", "interaction": "form_submit", "selector": "#result-form", "rationale": "Submit control." } + ] + } + ] + } +] diff --git a/gads-gtm-plugin/scripts/build_event_surface_map.py b/gads-gtm-plugin/scripts/build_event_surface_map.py new file mode 100755 index 0000000..5be85fd --- /dev/null +++ b/gads-gtm-plugin/scripts/build_event_surface_map.py @@ -0,0 +1,90 @@ +#!/usr/bin/env python3 +"""Build a reviewable GTM event-map draft from a DOM Event Inventory dataset.""" + +from __future__ import annotations + +import argparse +import json +from collections import defaultdict +from pathlib import Path +from typing import Any + + +ALLOWED_METADATA = ["page_type", "content_id", "form_id", "step", "experiment_id"] + + +def load_dataset(path: Path) -> list[dict[str, Any]]: + raw = path.read_text(encoding="utf-8").strip() + if not raw: + raise ValueError("input dataset is empty") + parsed = json.loads(raw) + if isinstance(parsed, list): + return [row for row in parsed if isinstance(row, dict)] + if isinstance(parsed, dict): + return [parsed] + raise ValueError("input must be a JSON object or array") + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--input", required=True, help="Apify dataset JSON export") + parser.add_argument("--out", required=True, help="Output JSON path (must not exist)") + args = parser.parse_args() + + output = Path(args.out) + if output.exists(): + raise SystemExit(f"refusing to overwrite existing output: {output}") + + grouped: dict[tuple[str, str, str], dict[str, Any]] = {} + for page in load_dataset(Path(args.input)): + if page.get("kind") != "page_inventory": + continue + url = page.get("url") + if not isinstance(url, str): + continue + for control in page.get("controls", []): + if not isinstance(control, dict): + continue + for candidate in control.get("candidates", []): + if not isinstance(candidate, dict): + continue + event = candidate.get("eventName") + selector = candidate.get("selector") + interaction = candidate.get("interaction") + if not all(isinstance(value, str) and value for value in (event, selector, interaction)): + continue + key = (event, interaction, selector) + proposal = grouped.setdefault(key, { + "event_name": event, + "interaction": interaction, + "selector_fallback": selector, + "evidence_urls": [], + "rationale": candidate.get("rationale", ""), + "recommended_source": "application dataLayer.push() (preferred); selector fallback only after review", + "metadata_allowlist": ALLOWED_METADATA, + "consent_category": "advertising (confirm with privacy owner)", + "status": "proposed — not a published GTM configuration", + }) + if url not in proposal["evidence_urls"]: + proposal["evidence_urls"].append(url) + + result = { + "schema_version": "event-surface-map/v1", + "purpose": "Reviewable candidate event map generated from a read-only DOM inventory.", + "privacy_note": "No form values, query parameters, identifiers, or credentials are included. Review metadata and consent before implementation.", + "required_next_steps": [ + "Confirm business intent and remove irrelevant candidates.", + "Implement application-owned dataLayer events where possible.", + "Validate in GTM Preview/Tag Assistant and destination diagnostics.", + "Capture GTM/sGTM versions and run conversion API readiness before production routing.", + ], + "proposals": sorted(grouped.values(), key=lambda item: (item["event_name"], item["selector_fallback"])), + } + output.parent.mkdir(parents=True, exist_ok=True) + output.write_text(json.dumps(result, indent=2) + "\n", encoding="utf-8") + print(f"Wrote {len(result['proposals'])} proposed event mappings to {output}") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/gads-gtm-plugin/scripts/check_conversion_api_readiness.py b/gads-gtm-plugin/scripts/check_conversion_api_readiness.py new file mode 100755 index 0000000..cac1117 --- /dev/null +++ b/gads-gtm-plugin/scripts/check_conversion_api_readiness.py @@ -0,0 +1,91 @@ +#!/usr/bin/env python3 +"""Validate a privacy-safe cross-platform server-side conversion configuration.""" + +from __future__ import annotations + +import argparse +import json +import sys +from pathlib import Path + + +PLATFORM_RULES = { + "google_ads": {"server_process"}, + "meta": {"browser_event", "server_event", "dedupe_key"}, + "tiktok": {"browser_event", "server_event", "dedupe_key"}, + "x": {"browser_event", "server_event", "dedupe_key"}, +} +DEDUPE_KEYS = {"meta": "event_id", "tiktok": "event_id", "x": "conversion_id"} +FORBIDDEN_KEYS = {"access_token", "api_token", "secret", "password", "email", "phone", "click_id"} + + +def load_config(path: Path) -> dict: + return json.loads(path.read_text()) + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--config", required=True) + args = parser.parse_args() + config = load_config(Path(args.config)) + failures: list[str] = [] + warnings: list[str] = [] + + if config.get("schema_version") != "conversion-api-readiness/v1": + failures.append("schema_version must be conversion-api-readiness/v1") + if not config.get("event_contract_version"): + failures.append("event_contract_version is required") + consent = config.get("consent", {}) + if consent.get("advertising_required") and not consent.get("gate_implemented"): + failures.append("advertising consent gate is required before enabling destinations") + if not consent.get("policy_reference"): + failures.append("consent.policy_reference is required") + if not config.get("events"): + failures.append("at least one event is required") + + destinations = config.get("destinations", {}) + for platform, required in PLATFORM_RULES.items(): + destination = destinations.get(platform, {}) + if not destination.get("enabled"): + continue + if not destination.get("destination_id"): + failures.append(f"{platform}: destination_id is required") + if not destination.get("test_evidence"): + failures.append(f"{platform}: test_evidence is required") + if not destination.get("diagnostics_owner"): + failures.append(f"{platform}: diagnostics_owner is required") + missing = [field for field in required if not destination.get(field)] + if missing: + failures.append(f"{platform}: missing {', '.join(sorted(missing))}") + if platform in DEDUPE_KEYS: + if destination.get("browser_event") != destination.get("server_event"): + failures.append(f"{platform}: overlapping browser/server events must use the same event name") + if destination.get("dedupe_key") != DEDUPE_KEYS[platform]: + failures.append(f"{platform}: dedupe_key must be {DEDUPE_KEYS[platform]}") + + def scan(value: object, path: str = "") -> None: + if isinstance(value, dict): + for key, child in value.items(): + if key.lower() in FORBIDDEN_KEYS and child: + failures.append(f"{path}{key}: credentials or raw personal identifiers are not allowed in readiness config") + scan(child, f"{path}{key}.") + elif isinstance(value, list): + for child in value: + scan(child, path) + + scan(config) + if not any(destination.get("enabled") for destination in destinations.values()): + warnings.append("no destination is enabled; this is a planning-only configuration") + + for warning in warnings: + print(f"WARN: {warning}") + for failure in failures: + print(f"FAIL: {failure}") + if failures: + return 1 + print("PASS: conversion API readiness checks passed") + return 0 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/gads-gtm-plugin/scripts/create_measurement_release.py b/gads-gtm-plugin/scripts/create_measurement_release.py new file mode 100755 index 0000000..2874af9 --- /dev/null +++ b/gads-gtm-plugin/scripts/create_measurement_release.py @@ -0,0 +1,94 @@ +#!/usr/bin/env python3 +"""Create a versioned, privacy-safe GTM/sGTM measurement release manifest.""" + +from __future__ import annotations + +import argparse +import hashlib +import json +from datetime import UTC, datetime +from pathlib import Path + + +def key_values(values: list[str], label: str) -> dict[str, str]: + parsed: dict[str, str] = {} + for value in values: + key, separator, item = value.partition("=") + if not separator or not key or not item: + raise ValueError(f"{label} must use key=value: {value}") + if key in parsed: + raise ValueError(f"duplicate {label} key: {key}") + parsed[key] = item + return parsed + + +def config_hash(path: str | None) -> str | None: + if not path: + return None + config = Path(path) + if not config.is_file(): + raise FileNotFoundError(f"config file not found: {config}") + return hashlib.sha256(config.read_bytes()).hexdigest() + + +def arguments() -> argparse.Namespace: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--out", required=True) + parser.add_argument("--release-id", required=True) + parser.add_argument("--owner", required=True) + parser.add_argument("--reason", required=True) + parser.add_argument("--web-container", required=True) + parser.add_argument("--web-version", required=True) + parser.add_argument("--server-container", required=True) + parser.add_argument("--server-version", required=True) + parser.add_argument("--event-contract-version", required=True) + parser.add_argument("--baseline-start", required=True) + parser.add_argument("--baseline-end", required=True) + parser.add_argument("--config-file") + parser.add_argument("--changed-entity", action="append", default=[], help="type:action:name") + parser.add_argument("--destination", action="append", default=[], help="platform:identifier:mapping-version") + parser.add_argument("--baseline-metric", action="append", default=[], help="metric=value") + parser.add_argument("--evidence", action="append", default=[], help="label=url-or-path") + return parser.parse_args() + + +def main() -> None: + args = arguments() + output = Path(args.out) + if output.exists(): + raise FileExistsError(f"refusing to overwrite existing release: {output}") + payload = { + "schema_version": "measurement-release/v1", + "release": { + "id": args.release_id, + "created_at": datetime.now(UTC).isoformat(), + "owner": args.owner, + "reason": args.reason, + "status": "baseline-captured", + }, + "containers": { + "web_gtm": {"container": args.web_container, "published_version": args.web_version}, + "server_gtm": {"container": args.server_container, "published_version": args.server_version}, + }, + "measurement": { + "event_contract_version": args.event_contract_version, + "changed_entities": args.changed_entity, + "destinations": args.destination, + "config_sha256": config_hash(args.config_file), + }, + "evaluation": { + "baseline_window": {"start": args.baseline_start, "end": args.baseline_end}, + "baseline_metrics": key_values(args.baseline_metric, "baseline metric"), + "comparison_window": None, + "known_confounders": [], + }, + "evidence": key_values(args.evidence, "evidence"), + "outcome_snapshots": [], + } + output.parent.mkdir(parents=True, exist_ok=True) + output.write_text(json.dumps(payload, indent=2) + "\n") + print(f"Created measurement release: {output}") + + +if __name__ == "__main__": + main() diff --git a/gads-gtm-plugin/skills/conversion-api-process/SKILL.md b/gads-gtm-plugin/skills/conversion-api-process/SKILL.md new file mode 100644 index 0000000..ecb802b --- /dev/null +++ b/gads-gtm-plugin/skills/conversion-api-process/SKILL.md @@ -0,0 +1,47 @@ +--- +name: conversion-api-process +description: Plan, configure, and validate consent-gated server-side conversion delivery for Google Ads, Meta Conversions API, TikTok Events API, and X Conversion API. Use when a user asks to set up or audit CAPI, events API, server-side conversions, enhanced conversions, offline conversions, pixel plus server deduplication, or cross-platform conversion measurement. +--- + +# Cross-platform conversion process + +Use one consent-aware event contract and platform-specific adapters. Browser pixels complement server delivery; they do not replace it. Never use server-side delivery to bypass consent, platform policies, or user privacy choices. + +## Shared prerequisites + +Before configuring a platform, confirm: + +1. The conversion event has a named source of truth: website, payment system, CRM, or warehouse. +2. Advertising consent is evaluated before data leaves the controlled environment. +3. Each conversion has an immutable ID: event UUID for browser/server copies, plus transaction or CRM ID where applicable. +4. Customer identifiers are normalized/hashed only when the destination requires and permits them; IP, user agent, and click IDs remain raw where required. +5. Credentials are stored as secrets; never in GTM variables, manifest files, prompts, browser code, or logs. +6. A browser event and its server copy use the required identical dedupe key when both are sent. +7. A test event, platform diagnostic, owner, and rollback path are recorded. + +## Platform adapters + +| Platform | Server process | Browser complement | Required identity / dedupe focus | +| --- | --- | --- | --- | +| Google Ads | Google tag/sGTM + Data Manager API or approved Ads API job for enhanced/offline conversions | Google tag | `gclid`/`gbraid`/`wbraid`, consented hashed first-party data, transaction/order ID | +| Meta | Conversions API | Meta Pixel | Same `event_id` and event name; retain `_fbp`/`_fbc`, IP, UA, and permitted hashed identifiers | +| TikTok | Events API | TikTok Pixel | Same `event_id`, event name, Pixel Code; retain `_ttp`/`ttclid` and permitted match keys | +| X | Conversion API | X Pixel | Same `conversion_id` for overlapping browser/server events; retain `twclid`, permitted identifiers, IP/UA | + +## Configure in this order + +1. Copy `config/conversion-api-readiness.example.json` into the project and complete it without secrets. +2. Run `scripts/check_conversion_api_readiness.py --config `; resolve every failure before deployment. +3. Create a measurement release baseline using `measurement-release-versioning`. +4. Implement browser and server mappings in a test workspace/container. +5. Send test events; confirm each in platform diagnostics and confirm deduplication for overlapping events. +6. Publish only after explicit approval, then append diagnostic and outcome snapshots to the release manifest. + +## Verification and operations + +- Google Ads: monitor enhanced-conversion/offline import diagnostics and conversion-action health. +- Meta: monitor Test Events, event match quality, and browser/server deduplication. +- TikTok: monitor Test Events and Events Manager diagnostics; confirm Pixel + Events API `event_id` alignment. +- X: confirm Events Manager event receipt, CAPI/Pixel dedupe by `conversion_id`, and campaign reporting after the attribution window. + +Run the readiness check during every release that changes event capture, consent, identifiers, destination/pixel configuration, or server routing. diff --git a/gads-gtm-plugin/skills/event-surface-audit/SKILL.md b/gads-gtm-plugin/skills/event-surface-audit/SKILL.md new file mode 100644 index 0000000..3ba78aa --- /dev/null +++ b/gads-gtm-plugin/skills/event-surface-audit/SKILL.md @@ -0,0 +1,30 @@ +--- +name: event-surface-audit +description: Convert an authorized Apify DOM inventory into a consent-aware event-capture plan for web GTM, sGTM, and server-side conversion destinations. Use when a user asks to scrape or audit a website's interactive surfaces, identify DOM elements for tracking, propose data-layer events or GTM triggers, map browser events to server events, or capture page metadata without automatically publishing changes. +--- + +# Event-surface audit + +Use the included `actors/dom-event-inventory` only on a website the requester owns or is authorized to audit. It is read-only: do not add interaction simulation, form submission, login, or consent-bypass behavior. + +## Workflow + +1. Run the Actor with a narrow scope and save its dataset. +2. Run `scripts/build_event_surface_map.py --input --out `. +3. Review every candidate with the requester. A visible control is evidence of an interaction surface, not proof it is a business conversion. +4. Prefer an application-owned `dataLayer.push()` at the business action. Use a DOM selector only as a documented fallback, with a stable data attribute where possible. +5. Define a small event contract: event name, business meaning, allowed metadata, consent gate, event ID, and browser/server destinations. +6. Implement in a GTM test workspace, validate in Preview/Tag Assistant, and record diagnostics. Publish only after explicit approval. +7. Capture published GTM/sGTM versions with `measurement-release-versioning`; run `conversion-api-process` whenever server routing or a destination changes. + +## Candidate-event rules + +- Capture high-intent milestones: form started/submitted, qualified survey result, checkout step/completion, search submitted, account creation, and meaningful CTA clicks. +- Do not create a custom event for every link, field, or scroll. Avoid labels, free text, form values, email, phone, address, or URL query parameters as event metadata. +- Use an allowlist such as `page_type`, `content_id`, `offer_id`, `form_id`, `step`, `experiment_id`, `use_case`, and `platform_selection` only after privacy review. +- Emit one UUID `event_id` for matching browser/server copies. Platform adapters impose their own identifiers: Meta and TikTok use the same `event_id`; X uses the same `conversion_id` for overlapping copies. +- Enforce the consent decision before browser pixels or sGTM delivery. Never use server-side tagging to evade a user's choice. + +## Required deliverable + +Return a concise table with business action, evidence URL/selector, proposed event, approved metadata, consent category, data-layer source, and browser/server destinations. Separate **proposed** configuration from **verified** implementation; do not claim a tag fired until preview and destination diagnostics prove it. diff --git a/gads-gtm-plugin/skills/measurement-release-versioning/SKILL.md b/gads-gtm-plugin/skills/measurement-release-versioning/SKILL.md new file mode 100644 index 0000000..e8ea842 --- /dev/null +++ b/gads-gtm-plugin/skills/measurement-release-versioning/SKILL.md @@ -0,0 +1,52 @@ +--- +name: measurement-release-versioning +description: Capture, compare, and govern GTM and server-side GTM measurement releases. Use when a user wants to baseline a GTM/sGTM container, document a published container version, map pixel or event changes to results, compare tracking performance before and after a release, create a measurement changelog, or investigate whether a configuration change affected measurement. +--- + +# Measurement Release Versioning + +Treat each tracking deployment as an immutable measurement release. Capture the baseline before editing, create/publish through the existing GTM workflow, then append validated outcome snapshots. + +## Required baseline + +Before a production change, capture: + +| Area | Record | +| --- | --- | +| Web GTM | account/container, live version ID/name, workspace, preview evidence | +| sGTM | account/container, live version ID/name, hosting/domain evidence | +| Change | create/update/delete entities: tags, triggers, variables, clients, transformations, templates, consent | +| Contract | event schema version, required fields, dedupe key, consent gate, destinations | +| Destinations | platform + pixel/dataset/conversion-action identifier + mapping version; never tokens | +| Evaluation | owner, baseline window, comparison window, known confounders | +| Results | receipt, delivery errors, dedupe/match health, aggregate conversion and CRM outcome metrics | + +Run `scripts/create_measurement_release.py` to create a new manifest. It stores identifiers and a configuration hash, never raw PII or credentials. + +## Workflow + +1. Read the current live web GTM and sGTM versions using the GTM MCP. +2. Create a baseline release manifest before creating a mutable workspace. +3. Use `gtm-ai` and `gtm-debug-agent` to make and preview the change. +4. After explicit approval, publish immutable versions and add their IDs to the release record. +5. Append outcome snapshots only after the stated comparison window. +6. Compare implementation health separately from marketing performance. + +## Comparison guardrails + +- Do not compare a draft workspace with a published version. +- Keep event definitions and reporting windows consistent. +- Record overlapping changes in traffic, campaigns, creative, audience, budget, consent banner, website, CRM, and attribution settings. +- A higher match rate or event count is not proof that campaign performance improved. +- Prefer an experiment, holdout, phased rollout, or repeated windows over a single before/after claim. +- Roll back on duplicate events, invalid payloads, material unexplained data loss, or failed validation. + +## Output + +For a release comparison, return: + +1. Container/version and event-contract differences. +2. Destination/pixel mapping changes. +3. Baseline and comparison windows with confounders. +4. Health metrics versus business metrics. +5. Confidence level, recommended next test, and any rollback decision.