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Automation Data Governance Skill · gtmagents | DecimalAI

databy gtmagents

Automation Data Governance Skill

gtmagents/data-governance

Source gtmagents/gtm-agents ↗License Apache-2.0

Use when defining data contracts, consent policies, and monitoring for automation programs.

SkillScore95Maintained

Automatic

Data Engineer pack

Last verified 8/23/2026

What it changes

Passed 21 of 22 test cases with the skill, and 16 of 22 without it.

Without skill73%

With skill95%

Checks it passed that the model alone missed

Recommends documenting the incident using a Root Cause Analysis incident log template
Recommends aligning governance review cadences with quarterly automation retrospectives
Recommends establishing consistent cross-system identity mapping using canonical unified IDs

and 2 more in the full report

5 fixed16 passed either way1 still failing0 broke

Pass-rate lift: +23 pp
Tokens: -12%
Agent turns: 0%
Response time: -26%

Model gemini-3.6-flashMeasured 8/23/2026v121 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-data-governance/SKILL.md https://app.decimal.ai/s/gtmagents-data-governance/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gtmagents-data-governance, 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-data-governance/ and pins it in .decimal/skills.lock

decimalai skills add gtmagents-data-governance

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

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

Raw file: /s/gtmagents-data-governance/SKILL.md ↗ · machine-readable summary at /s/gtmagents-data-governance.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

The operations team wants to schedule data governance reviews as ad-hoc meetings whenever a major incident occurs. What regular operational cadence should governance reviews be aligned with?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends aligning governance review cadences with quarterly automation retrospectives	Missed	Passed

case-10 · 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

Automation Data Governance Skill

When to Use

Launching new journeys requiring cross-system data sharing.
Auditing consent/suppression logic across email/SMS/in-app.
Investigating data quality incidents impacting automation.

Framework

Data Contracts – document required fields/events, owners, freshness SLAs, fallback behavior.
Consent & Compliance – track opt-in types, regional consent, TTL, audit trails.
Identity Resolution – ensure consistent IDs across product, CRM, MAP, CDP.
Monitoring – dashboards/alerts for data latency, schema changes, null spikes.
Change Management – versioning, rollback, and communication paths.

Templates

Data requirements matrix (journey → fields/events → source → owner → SLA).
Consent policy doc (channel, region, legal basis, suppression rules).
Incident log + RCA template.

Tips

Set automated kill switches when critical fields are stale or missing.
Collaborate with security/legal on retention + privacy impact assessments.
Align governance cadences with quarterly automation retros.

Track record

Benchmark

21 / 22

test cases passed, vs 16 / 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/marketing-automation/skills/data-governance/SKILL.md

View on GitHub ↗

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

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See it in action

What's inside

Automation Data Governance Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

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