skills/monthly-experiment-readout/SKILL.mdView on GitHub
This runs monthly. It produces the page the quarterly plan is built from three times a quarter, so the plan is a summary of verdicts rather than a fresh argument.
Before you start
This skill works on its own. If the person has their own marketing brain (or any folder of context files about their company), read the files listed under reads in the header first and cite them for every fact. If they do not have one, do not look for one: ask for the two or three facts this play needs and go on. Never invent a fact; a blank is a question for the person.
Tools: this play speaks in verbs (check the CRM, pull the call, schedule the post). TOOLS.md at the root of this repo lists the tools recommended for each verb. The company’s own 1-context/stack.md wins when it exists. No tool is required; a spreadsheet and a mail client cover most of it.
The loop
- Read the context (see Before you start). Pull every experiment in
decision-logwith a readout in the month; confirm each has a verdict fromexperiment-readout. A missing verdict is run now or logged as missed with the reason. - Run the monthly channel reads:
linkedin-ads(reach into the TAM, engaged accounts),aeo-review(prompt presence trend), theseo-auditkeyword set, thecontent-calendaroutput against plan. - Collect the month’s weekly tables from the reporting history; compute the month against the quarter’s pace.
- Write the page: verdicts (scale, kill, extend) with the one number each; the channel reads with the trend; the lessons in one line each; the budget moves implied, typed cut, scale, build, test.
- Propose next month’s briefs through
experiment-brieffor anything the lessons suggest; three to five at most. - Log the decisions requested in
decision-log. Deliver the page for the human to share.
What good looks like
- The best operator ends each month with a short list of kills and one scale, and the budget already moved.
- The mediocre version reviews experiments at the quarter’s end from memory.
- Good output is a page the quarterly plan can paste its evidence section from.
Rules
- MUST have a verdict or a logged miss for every experiment due.
- MUST type every budget move cut, scale, build or test.
- NEVER let an experiment run into a second month without a verdict or an extension entry.
- NEVER share the page automatically; the human shares.