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Optimize conversion rates.
Passed 14 of 22 test cases with the skill, and 10 of 22 without it.
and 3 more in the full report
4 fixed10 passed either way8 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to calculate the required sample size for an A/B test where baseline conversion is 5% and we want to detect a relative lift of 10% (i.e. moving from 5.0% to 5.5%), rather than an absolute 10 percentage point jump. Which CLI script and parameter flag combination should we run?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies running sample-size-calculator.py. | Missed | Passed |
| Sets the calculation parameter --mde-type to relative instead of absolute. | Missed | Passed |
The instructions your model reads when the skill loads.
Script location. If your host does not set
${CLAUDE_PLUGIN_ROOT}, the scripts are in this plugin'sscripts/folder, next toskills/. Run them with Python 3.10 or newer:python, orpython3wherepythonis not found (macOS, many Linux systems).
Activate this skill when the user's request involves any of the following:
Before producing any marketing output from this module:
~/.claude-marketing/brands/{slug}/profile.jsonskills/context-engine/compliance-rules.mdskills/context-engine/industry-profiles.md for the brand's industryskills/context-engine/platform-specs.md for character limits and format requirementspython "${CLAUDE_PLUGIN_ROOT}/scripts/campaign-tracker.py" --brand {slug} --action list-campaigns before planning new work~/.claude-marketing/brands/{slug}/guidelines/_manifest.json exists, load and enforce: restrictions.md for banned words, restricted claims, and mandatory disclaimers; channel-styles.md for channel-specific tone overrides (may differ from base voice); messaging.md for approved key messages, taglines, and positioning language; voice-and-tone.md for detailed voice rules beyond the 4 numeric scores. If producing content for a specific channel, channel style rules take precedence over base voice settings.Do not ask the user for information that already exists in their brand profile.
Before executing, gather the following from the user (ask if not provided):
test cases passed, vs 10 / 22 without
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