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Email QA Gates Skill · gtmagents | DecimalAI

marketingby gtmagents

Email QA Gates Skill

gtmagents/qa-gates

Source gtmagents/gtm-agents ↗License Apache-2.0

Use before launching sequences to validate content, data, compliance, and monitoring.

SkillScore77Maintained

Automatic

Marketing & Content pack

Last verified 8/23/2026

What it changes

Passed 17 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill77%

Checks it passed that the model alone missed

Verifies BI warehouse pipeline connections.
Includes Evidence Links for each runbook item.
Includes evidence links in the runbook template.

and 5 more in the full report

5 fixed12 passed either way5 still failing0 broke

Pass-rate lift: +23 pp
Tokens: -1%
Agent turns: 0%
Response time: -27%

Model gemini-3.6-flashMeasured 8/23/2026v117 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gtmagents-qa-gates/SKILL.md https://app.decimal.ai/s/gtmagents-qa-gates/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gtmagents-qa-gates, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gtmagents-qa-gates/ and pins it in .decimal/skills.lock

decimalai skills add gtmagents-qa-gates

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gtmagents-qa-gates/SKILL.md https://app.decimal.ai/s/gtmagents-qa-gates/SKILL.md

Raw file: /s/gtmagents-qa-gates/SKILL.md ↗ · machine-readable summary at /s/gtmagents-qa-gates.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

We are building an Excel runbook template to track pre-launch email QA tasks. The team wants columns for Task Name and Category. What three structural fields should each checklist item in the QA runbook include to ensure accountability and auditability?

What was checked, without and with the skill
Checked	Without skill	With skill
Includes an Owner field for each runbook item.	Passed	Passed
Includes a Status field for each runbook item.	Passed	Passed
Includes Evidence Links for each runbook item.	Missed	Passed

case-08 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md25 linessingle file

Email QA Gates Skill

When to Use

Prior to activating new nurture or lifecycle programs.
After major changes to segmentation, personalization tokens, or deliverability settings.
During post-incident reviews to ensure fixes remain in place.

Framework

Content & Personalization – placeholders resolved, links tracked, dynamic content fallback tested.
Data & Routing – trigger logic, smart lists, suppression rules, CRM fields synced.
Compliance – footer language, preference center links, consent status, regional routing.
Tracking & Analytics – UTM/tagging consistency, BI/warehouse pipes, alert webhooks.
Monitoring Hooks – dashboards referenced, alert thresholds set, rollback plan documented.

Templates

QA runbook with owner, status, evidence links for each checklist item.
Proofing matrix (persona × email × device × ISP) for screenshot validation.
Launch readiness form requiring sign-off from marketing, ops, legal, and RevOps.

Tips

Pair with deliverability-ops to confirm authentication and inbox monitoring.
Automate regression tests via API where possible (token validation, link health).
Store QA evidence (screenshots, logs) alongside sequence assets for audits.

Track record

Benchmark

17 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gtmagents / gtm-agents

plugins/email-sequence-orchestration/skills/qa-gates/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gtmagents/workflow-testingUse when validating automation builds before launch or after significant changes.Close match+14 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Email QA Gates Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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