Agent skill

Quality Gates

by gtmagents in gtmagents/gtm-agents

A skill your agent uses when establishing tests, monitoring, and incident response for analytics models.

Apache-2.0Auto-check passedTesting & QA

Install Quality Gates

skills CLI
$ npx skills add gtmagents/gtm-agents --skill quality-gates -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install gtmagents/gtm-agents quality-gates --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/gtmagents/gtm-agents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/analytics-pipeline-orchestration/skills/quality-gates .claude/skills/quality-gates && rm -rf skills-src

Use ~/.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/

Facts

Skill name
quality-gates
GitHub stars
414
Used in
1 other repo
Token cost
~309 tokens
SKILL.md length
132 words
Files
2 (incl. assets)
Skills in repo
121
Repo updated
First seen
Licence
Apache-2.0

At a glance

A skill your agent uses when establishing tests, monitoring, and incident response for analytics models.

  • Works in 5 steps: Test Coverage – schema, freshness,… → Alerting – severity tiers, alert… → Incident Response – triage checklist,… → …
  • Establishing tests
  • SKILL.md covers When to Use, Framework, Templates and Templates, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Quality Gates is an agent skill from gtmagents/gtm-agents. Use when establishing tests, monitoring, and incident response for analytics models.

Its SKILL.md is about 310 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including assets (for example `assets/qa_checklist.md`).

It sits in Testing & QA, covering Quality gates and Incident response. The repository describes itself as: Production-ready collection of GTM agents and specialized skills for claude code. Covers sales, marketing, customer success, and revenue operations workflows. The licence is Apache-2.0.

When your agent uses it

  • Establishing tests
  • Incident response for analytics models

Example prompts

  • “/quality-gates”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Test Coverage – schema, freshness, unique, referential, accepted values, volume thresholds.
  2. Alerting – severity tiers, alert channels, on-call rotation, escalation policies.
  3. Incident Response – triage checklist, communication templates, resolution targets.
  4. Change Management – approval workflow, rollback plan, audit logging.
  5. Postmortems – root cause analysis, remediation tasks, knowledge base updates.

What it can do on your machine

Read from SKILL.md and the folder at commit 78e0419. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    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

Quality Gates loads about 309 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 132 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~25
When it runs · the whole SKILL.md, loaded when a task matches
~309

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

The full file from gtmagents/gtm-agents at commit 78e0419, republished under its Apache-2.0 licence (© gtmagents). 132 words, ~309 tokens.

Download SKILL.mdSave it as .claude/skills/quality-gates/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
quality-gates
description
Use when establishing tests, monitoring, and incident response for analytics models.

Analytics Quality Gates Skill

When to Use

  • Designing validation steps for new models or dashboards.
  • Setting up automated data quality monitoring.
  • Running incident reviews after data breaks.

Framework

  1. Test Coverage – schema, freshness, unique, referential, accepted values, volume thresholds.
  2. Alerting – severity tiers, alert channels, on-call rotation, escalation policies.
  3. Incident Response – triage checklist, communication templates, resolution targets.
  4. Change Management – approval workflow, rollback plan, audit logging.
  5. Postmortems – root cause analysis, remediation tasks, knowledge base updates.

Templates

Templates

  • QA Checklist: See assets/qa_checklist.md for validation steps.
  • Quality matrix (model/table → tests → owner → SLA).
  • Incident playbook (trigger, response steps, communication log).
  • Change request form with risk assessment.

Tips

  • Tie quality gates to CI/CD or dbt Cloud jobs to block bad deploys.
  • Keep alert fatigue low by tuning thresholds.
  • Document every incident for future prevention.

© gtmagents, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (assets) in plugins/analytics-pipeline-orchestration/skills/quality-gates of gtmagents/gtm-agents.

  • SKILL.md
  • assets/qa_checklist.md

Open the folder on GitHubat commit 78e0419

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in gtmagents/gtm-agents, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Quality Gates 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.

Quality Gates compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Quality Gates this skillgtmagents/gtm-agents4141 repos~309Automated safety check: PassApache-2.0
Deploy Workflownwiizo/ccswarm153—~582Automated safety check: PassMIT
Qcsd Cicd Swarmproffesor-for-testing/agentic-qe495—~2.3kAutomated safety check: PassMIT
Cross-Platform Cloud Verificationwarpdotdev/warp65k1 repos~2.6kAutomated safety check: PassAGPL-3.0
Quality Scandiegosouzapw/OmniRoute75k—~748Automated safety check: PassMIT
Triage Sonarqubenetdata/netdata81k—~2.8kAutomated safety check: NotesGPL-3.0

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Questions about Quality Gates

What does Quality Gates do?

A skill your agent uses when establishing tests, monitoring, and incident response for analytics models. Quality Gates is an agent skill from gtmagents/gtm-agents. Use when establishing tests, monitoring, and incident response for analytics models.

When should I use Quality Gates?

Quality Gates fits situations like: establishing tests; incident response for analytics models.

How do I install Quality Gates in Claude Code?

Run `npx skills add gtmagents/gtm-agents --skill quality-gates -a claude-code`. Or copy the skill folder (plugins/analytics-pipeline-orchestration/skills/quality-gates in gtmagents/gtm-agents) into .claude/skills/quality-gates in your project. Claude Code loads it when a task matches its description.

How do I install Quality Gates in Codex?

Run `npx skills add gtmagents/gtm-agents --skill quality-gates -a codex`. Or copy the skill folder (plugins/analytics-pipeline-orchestration/skills/quality-gates in gtmagents/gtm-agents) into .agents/skills/quality-gates in your project. Codex loads it when a task matches its description.

Can I use Quality Gates 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 gtmagents/gtm-agents --skill quality-gates -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quality-gates, .gemini/skills/quality-gates, .github/skills/quality-gates and .opencode/skills/quality-gates in your project.

What does Quality Gates need to run?

SKILL.md names no scripts, command-line tools or credentials: Quality Gates is instructions for the agent only.

Does Quality Gates access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Quality Gates 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 Quality Gates use?

Quality Gates is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Quality Gates use?

About 309 tokens (SKILL.md is roughly 1.2k 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 Quality Gates?

Skills that share tags, products or a category with Quality Gates: Deploy Workflow (nwiizo/ccswarm, 153 stars), Qcsd Cicd Swarm (proffesor-for-testing/agentic-qe, 495 stars), Cross-Platform Cloud Verification (warpdotdev/warp, 65k stars) and Quality Scan (diegosouzapw/OmniRoute, 75k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Quality Gates?

gtmagents (a GitHub user) maintains it in gtmagents/gtm-agents, which has 414 GitHub stars. The repository holds 121 skills in this directory. The repository was last updated on April 3, 2026.

Source: gtmagents/gtm-agents on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.