See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
PromptWhere should an analyst look for the standard markdown formatting guidelines when populating our team's metric dictionary repository?
What was checked, without and with the skill| Checked | Without skill | With skill |
|---|
| The response references references/metric_dictionary_template.md for standard definition formatting. | Missed | Passed |
|---|
What's inside
The instructions your model reads when the skill loads.
SKILL.md26 lines2 files
Metric Governance Kit Skill
When to Use
- Establishing source-of-truth KPIs for revenue, marketing, or CS teams.
- Resolving conflicting definitions or reporting anomalies.
- Preparing for exec/board reviews where metric accuracy is scrutinized.
Framework
- Metric Charter – purpose, formula, filters, owner, review cadence.
- Data Lineage – upstream sources, transformations, semantic layer, downstream dashboards.
- Quality Controls – tests, alerts, thresholds, backup calculations.
- Change Management – approval workflow, communication plan, version history.
- Adoption Enablement – cheat sheets, FAQs, and example analyses.
Templates
- Metric Dictionary: See
references/metric_dictionary_template.md for standard definition format.
- Metric charter one-pager.
- Lineage diagram checklist.
- Change log workbook with approvals + timestamps.
Tips
- Assign both business and technical owners for each KPI.
- Tag metrics with “tier” (executive, operational, exploratory) to prioritize rigor.
- Pair with
plan-bi-roadmap to keep initiatives tied to governed metrics.
Track record
Benchmark
17 / 22
test cases passed, vs 10 / 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
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✓IntentSafe
LLM judge · does the skill do what it claims
✓ContentClean
LLM judge · policy & harmful-content review
Source
Importedgtmagents / gtm-agents
plugins/business-intelligence/skills/metric-governance-kit/SKILL.md
View on GitHub ↗License Apache-2.0Imported 8/3/2026Version v1Bundled 1 file