variance-analysis-setting-thresholds
Sub-skill of variance-analysis: Setting Thresholds (+2).
Best use case
variance-analysis-setting-thresholds is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Sub-skill of variance-analysis: Setting Thresholds (+2).
Teams using variance-analysis-setting-thresholds should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/setting-thresholds/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How variance-analysis-setting-thresholds Compares
| Feature / Agent | variance-analysis-setting-thresholds | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Sub-skill of variance-analysis: Setting Thresholds (+2).
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Setting Thresholds (+2) ## Setting Thresholds Materiality thresholds determine which variances require investigation and narrative explanation. Set thresholds based on: 1. **Financial statement materiality:** Typically 1-5% of a key benchmark (revenue, total assets, net income) 2. **Line item size:** Larger line items warrant lower percentage thresholds 3. **Volatility:** More volatile line items may need higher thresholds to avoid noise 4. **Management attention:** What level of variance would change a decision? ## Recommended Threshold Framework | Comparison Type | Dollar Threshold | Percentage Threshold | Trigger | |----------------|-----------------|---------------------|---------| | Actual vs Budget | Organization-specific | 10% | Either exceeded | | Actual vs Prior Period | Organization-specific | 15% | Either exceeded | | Actual vs Forecast | Organization-specific | 5% | Either exceeded | | Sequential (MoM) | Organization-specific | 20% | Either exceeded | *Set dollar thresholds based on your organization's size. Common practice: 0.5%-1% of revenue for income statement items.* ## Investigation Priority When multiple variances exceed thresholds, prioritize investigation by: 1. **Largest absolute dollar variance** — biggest P&L impact 2. **Largest percentage variance** — may indicate process issue or error 3. **Unexpected direction** — variance opposite to trend or expectation 4. **New variance** — item that was on track and is now off 5. **Cumulative/trending variance** — growing each period
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