Tools provided
Tools the agent exposes — your AI client calls them automatically when it needs them.
- read_cohorts — Report retention per cohort with the interval its counts support, and compare cohorts ONLY at the deepest period every one of them reached. Nothing is pooled: an older cohort has had longer to churn and a younger one cannot reach the later periods at all, so an average describes no cohort that exists and moves with the export date. Never ranked by final bucket - that names the youngest best every time, for no reason but its age. A rate needs ${MIN_DENOMINATOR}+ members.
- run_full — Run every capability you supplied the input for, in registry order, and return one report. Capabilities whose input is missing are listed as skipped with the fields they need — never run against a fixture and never reported as zero.
- list_capabilities — List what this agent can do: every tool it advertises, what each one is for, and the arguments each one reads. Useful for discovery before the first call.
- plan_inputs — Plan the inputs for a tool: returns the questions to ask, the JSON schema of the arguments, and a ready-to-edit example. Every argument it names is an argument the tool actually reads.
- discover_intent — Understand your goal and co-design the exact input through clarifying questions before anything runs.
- open_form — Use this the moment the user wants to run this agent on their own input. It opens an interactive form that collects the run arguments. Do NOT check credentials, do NOT ask clarifying questions in chat, and do NOT run any analysis before calling this — the form is the entry point for running the agent.
- run_form — Internal: invoked by the open_form form when the user submits. Reads exactly the same arguments as run_full and forwards all of them. Not for direct use.
