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J·BJon BishopIndependent growth marketer

Measurement and experiments · Skill file inspected; execution untested

Jon Bishop: data analysis

A source-inspected Agent Skills file for a metric contract and analysis plan with limitations.

Reviewed 2026-10-08

When this is useful

A funnel or retention report needs a defensible interpretation

Prepare the inputs

Event schema, cohort definitions, eligible population and actual data

This is an instruction file rather than a standalone application. The host needs to support the file format and any tools the task requires.

Expected artifact

A metric contract and analysis plan with limitations

Our original evaluation criterion: Check identity, time windows and denominators before attributing changes to marketing.

Install and evaluate

The source file is `.agents/skills/saas-data-analysis/SKILL.md` in `jonbishop1/saas-marketing-skills`. Follow that repository's current installation instructions. This is a Jon Bishop-owned skill; shared background/context files may be needed.

Put it to work

  1. Read the linked skill source and its referenced files.
  2. Prepare the stated inputs and use a fictional or sanitized case first.
  3. Check identity, time windows and denominators before attributing changes to marketing; record what needs verification before using the output.

Limits and tradeoffs

The source was read but this skill was not installed or run. Model quality, tool access and permissions vary by host. Review third-party instructions and provide real product evidence before execution.

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