docs: product self-improvement loop — the finish-line target for all product agents#99
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The end-state every product agent converges to: ONE closed automated self-improvement loop (sample matrix → measure via multishot → analyze → improve via agentic generator → gate → PR → loop), composed from the substrate, with the old bespoke eval/improvement systems DELETED. Defines: the 7-step loop with exact substrate composition per step; the OWNS/DELETES/COMPOSES split; the definition-of-done (8 criteria) so a product is unambiguously 'finished'; and the gtm-agent worked instantiation as the first reference build the other six products copy. This is the target the consumer migrations + blueprint-agent build toward — not a 1:1 port of existing eval code. Principal/product-lead framing: stop migrating, converge every product onto the one loop.
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The end-state spec every product agent converges to: ONE closed automated self-improvement loop composed from the substrate, old bespoke systems deleted.
The target the consumer migrations + blueprint-agent build toward. Docs only.