Datalineage Summary
google/skills
Summarizes data lineage graphs on Google Cloud to help users debug data quality issues and understand data provenance for BigQuery and Cloud Storage.
Google Analytics 4 configuration and data-quality audit — key events, data streams, custom dimensions, attribution, retention, PII, Ads link, BigQuery export
Install Ga4 Audit
$ npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cognyai/claude-code-marketing-skills ga4-audit --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/cognyai/claude-code-marketing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ga4-audit .claude/skills/ga4-audit && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ga4-audit" agent skill from https://github.com/cognyai/claude-code-marketing-skills/tree/main/skills/ga4-audit into .claude/skills/ga4-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ga4-audit", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/cognyai/claude-code-marketing-skills/tree/main/skills/ga4-auditType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cognyai/claude-code-marketing-skills ga4-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cognyai/claude-code-marketing-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ga4-audit .agents/skills/ga4-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ga4-audit" agent skill from https://github.com/cognyai/claude-code-marketing-skills/tree/main/skills/ga4-audit into .agents/skills/ga4-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ga4-audit", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cognyai/claude-code-marketing-skills ga4-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cognyai/claude-code-marketing-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ga4-audit .cursor/skills/ga4-audit && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ga4-audit" agent skill from https://github.com/cognyai/claude-code-marketing-skills/tree/main/skills/ga4-audit into .cursor/skills/ga4-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ga4-audit", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/cognyai/claude-code-marketing-skills.git --path skills/ga4-audit--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cognyai/claude-code-marketing-skills ga4-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cognyai/claude-code-marketing-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ga4-audit .gemini/skills/ga4-audit && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ga4-audit" agent skill from https://github.com/cognyai/claude-code-marketing-skills/tree/main/skills/ga4-audit into .gemini/skills/ga4-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ga4-audit", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install cognyai/claude-code-marketing-skills ga4-auditInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cognyai/claude-code-marketing-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ga4-audit .github/skills/ga4-audit && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ga4-audit" agent skill from https://github.com/cognyai/claude-code-marketing-skills/tree/main/skills/ga4-audit into .github/skills/ga4-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ga4-audit", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cognyai/claude-code-marketing-skills ga4-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cognyai/claude-code-marketing-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ga4-audit .opencode/skills/ga4-audit && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ga4-audit" agent skill from https://github.com/cognyai/claude-code-marketing-skills/tree/main/skills/ga4-audit into .opencode/skills/ga4-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ga4-audit", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ga4-audit- GitHub stars
- 104
- Token cost
- ~1.6k tokens
- SKILL.md length
- 488 words
- Files
- 1
- Skills in repo
- 47
- Repo updated
- First seen
- Licence
- None found
At a glance
Google Analytics 4 configuration and data-quality audit — key events, data streams, custom dimensions, attribution, retention, PII, Ads link, BigQuery export
- Works in 9 steps: Property discovery → Data streams → Key events (conversions) → …
- Tasks that involve Data cleaning
- SKILL.md covers Prerequisites Check, Usage, Steps and Critical rules
- Reaches cogny.com
What it does
Ga4 Audit is an agent skill from cognyai/claude-code-marketing-skills. Google Analytics 4 configuration and data-quality audit — key events, data streams, custom dimensions, attribution, retention, PII, Ads link, BigQuery export
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Data cleaning and Data warehousing. It works with Google Analytics and Google BigQuery. The repository describes itself as: Marketing skills for Claude Code — SEO audits and implementation, ad analysis, ad optimization. Free skills need no account. $9/mo for live Search Console, Bing & LinkedIn data.
When your agent uses it
- Tasks that involve Data cleaning
- Tasks that involve Data warehousing
Example prompts
- “/ga4-audit”
Requirements
- Pre-approved tools (allowed-tools): mcp__cogny__google_analytics_4__tool_list_account_summaries, mcp__cogny__google_analytics_4__tool_get_property, mcp__cogny__google_analytics_4__tool_list_data_streams, mcp__cogny__google_analytics_4__tool_list_conversion_events, mcp__cogny__google_analytics_4__tool_list_custom_dimensions, mcp__cogny__google_analytics_4__tool_list_custom_metrics, mcp__cogny__google_analytics_4__tool_get_metadata, mcp__cogny__google_analytics_4__tool_run_report, mcp__cogny__create_finding, WebFetch, WebSearch
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- Property discovery
- Data streams
- Key events (conversions)
- Custom dimensions & metrics
- Traffic & data-quality report
- PII & policy check
- Integrations
- Score and report
- Record findings
What it can do on your machine
Read from SKILL.md and the folder at commit a062fb4. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
mcp__cogny__google_analytics_4__tool_list_account_summariesmcp__cogny__google_analytics_4__tool_get_propertymcp__cogny__google_analytics_4__tool_list_data_streamsmcp__cogny__google_analytics_4__tool_list_conversion_eventsmcp__cogny__google_analytics_4__tool_list_custom_dimensionsmcp__cogny__google_analytics_4__tool_list_custom_metricsmcp__cogny__google_analytics_4__tool_get_metadatamcp__cogny__google_analytics_4__tool_run_reportmcp__cogny__create_findingWebFetch
…and 1 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
cogny.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ga4 Audit loads about 1.6k tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 488 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 488 words (~1,585 tokens).
“A one-time audit of a Google Analytics 4 property — configuration and data quality. GA4 collects data the moment the tag fires, but most properties quietly leak trust: unmarked key events, PII in parameters, no Ads link, (not set) traffic…”
- name
- ga4-audit
- allowed-tools
- mcp__cogny__google_analytics_4__tool_list_account_summaries, mcp__cogny__google_analytics_4__tool_get_property, mcp__cogny__google_analytics_4__tool_list_data_streams, mcp__cogny__google_analytics_4__tool_list_conversion_events, mcp__cogny__google_analytics_4__tool_list_custom_dimensions, mcp__cogny__google_analytics_4__tool_list_custom_metrics, mcp__cogny__google_analytics_4__tool_get_metadata, mcp__cogny__google_analytics_4__tool_run_report, mcp__cogny__create_finding, WebFetch, WebSearch
- version
- 1.0.0
- author
- Cogny AI
- requires
- cogny-mcp
- platforms
- google-analytics-4
- user-invocable
- true
- argument-hint
- [full|config|events|data-quality]
Files
Just SKILL.md in skills/ga4-audit of cognyai/claude-code-marketing-skills.
Open the folder on GitHubat commit a062fb4
Compare with similar skills
Ga4 Audit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ga4 Audit this skillcognyai/claude-code-marketing-skills | 104 | — | ~1.6k | Automated safety check: Pass | None | |
| Datalineage Summarygoogle/skills | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Gx Ga4 Expertcriptogus/agent-evolve-network | 288 | — | ~749 | Automated safety check: Pass | MIT | |
| Add Analyticssesori-ai/sesori_apps_monorepo | 126 | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Airflow State Storeastronomer/agents | 451 | — | ~6.1k | Automated safety check: Pass | Apache-2.0 | |
| Using Duckdbdata-goblin/power-bi-agentic-development | 1k | — | ~1.2k | Automated safety check: Pass | GPL-3.0 |
Similar skills
- Official
Gx Ga4 Expert
criptogus/agent-evolve-network
Configure GA4 properties, GTM, custom events, conversions, audiences, and BigQuery export.
Add Analytics
sesori-ai/sesori_apps_monorepo
Design or add Sesori product analytics. An agent skill from sesori-ai/sesori_apps_monorepo.
Airflow State Store
astronomer/agents
Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (taskstatestore, assetstatestore) and the crash-safe ResumableJobMixin.
Using Duckdb
data-goblin/power-bi-agentic-development
Query Fabric lakehouse and warehouse data using DuckDB, either locally or inside a Fabric notebook.
Jobs And Tests
openshift-eng/ai-helpers
A skill your agent uses when querying OpenShift CI prow job runs and junit test results in BigQuery (cianalysisus dataset) with deduplication, variant joins, and infrastructure failure filtering
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Related
Works with
Categories
Questions about Ga4 Audit
What does Ga4 Audit do?
Google Analytics 4 configuration and data-quality audit — key events, data streams, custom dimensions, attribution, retention, PII, Ads link, BigQuery export. Ga4 Audit is an agent skill from cognyai/claude-code-marketing-skills.
When should I use Ga4 Audit?
Ga4 Audit fits situations like: tasks that involve Data cleaning; tasks that involve Data warehousing.
How do I install Ga4 Audit in Claude Code?
Run `npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a claude-code`. Or copy the skill folder (skills/ga4-audit in cognyai/claude-code-marketing-skills) into .claude/skills/ga4-audit in your project. Claude Code loads it when a task matches its description.
How do I install Ga4 Audit in Codex?
Run `npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a codex`. Or copy the skill folder (skills/ga4-audit in cognyai/claude-code-marketing-skills) into .agents/skills/ga4-audit in your project. Codex loads it when a task matches its description.
Can I use Ga4 Audit in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add cognyai/claude-code-marketing-skills --skill ga4-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ga4-audit, .gemini/skills/ga4-audit, .github/skills/ga4-audit and .opencode/skills/ga4-audit in your project.
What does Ga4 Audit need to run?
SKILL.md names no scripts, command-line tools or credentials: Ga4 Audit is instructions for the agent only. Its frontmatter pre-approves these tools: mcp__cogny__google_analytics_4__tool_list_account_summaries, mcp__cogny__google_analytics_4__tool_get_property, mcp__cogny__google_analytics_4__tool_list_data_streams, mcp__cogny__google_analytics_4__tool_list_conversion_events, mcp__cogny__google_analytics_4__tool_list_custom_dimensions, mcp__cogny__google_analytics_4__tool_list_custom_metrics, mcp__cogny__google_analytics_4__tool_get_metadata, mcp__cogny__google_analytics_4__tool_run_report, mcp__cogny__create_finding, WebFetch, WebSearch.
Does Ga4 Audit access the network?
SKILL.md names 1 domain. In commands or code: cogny.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Ga4 Audit safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Ga4 Audit use?
No licence was found for Ga4 Audit or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ga4 Audit use?
About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ga4 Audit?
Skills that share tags, products or a category with Ga4 Audit: Datalineage Summary (google/skills, 21k stars), Gx Ga4 Expert (criptogus/agent-evolve-network, 288 stars), Add Analytics (sesori-ai/sesori_apps_monorepo, 126 stars) and Airflow State Store (astronomer/agents, 451 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ga4 Audit?
cognyai (a GitHub organization) maintains it in cognyai/claude-code-marketing-skills, which has 104 GitHub stars. The repository holds 47 skills in this directory. The repository was last updated on June 16, 2026.
Source: cognyai/claude-code-marketing-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.