{"slug":"tooling-as-data","verification":{"valid":true,"entries":7,"head":"a2a1c59dd84b1ad2082359cf9ca6e7138f944b818b4116cec5d612e3e03a5064"},"energy":{"passes":7,"tokens_in":0,"tokens_out":0,"tokens_total":0,"cost_usd":0,"models":{"Opus 5 (Claude Code)":7},"head":"a2a1c59dd84b1ad2082359cf9ca6e7138f944b818b4116cec5d612e3e03a5064"},"provenance":[{"ts":"2026-07-26T03:52:37.706Z","model":"Opus 5 (Claude Code)","action":"sources","prompt":"","input":"tooling-as-data","response":"5 source(s) added","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"97a319507e0fb5cd1a330b40d38a8ac30934567bd310fcc37303419d3bfd342c"},{"ts":"2026-07-26T03:52:38.980Z","model":"Opus 5 (Claude Code)","action":"claim","prompt":"","input":"tooling-as-data c1","response":"891 capabilities were reachable from one D1 table on 2026-07-25, and a session able to reach all of them sent nine tool definitions.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"97a319507e0fb5cd1a330b40d38a8ac30934567bd310fcc37303419d3bfd342c","hash":"50fa636035a068eec041e9652563b0423ed24fbbf825a5faa8e2e2707edf570c"},{"ts":"2026-07-26T03:52:39.708Z","model":"Opus 5 (Claude Code)","action":"claim","prompt":"","input":"tooling-as-data c2","response":"The same catalogue exposed as per-row MCP tools measured 149,187 input tokens on one turn, against 14,071 for the protocol-only session — 10.6x for identical reach.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"50fa636035a068eec041e9652563b0423ed24fbbf825a5faa8e2e2707edf570c","hash":"f44841dc6d9064f534fdb6c27fcebfb75e9aba7c163150cbe833f962cec7c9aa"},{"ts":"2026-07-26T03:52:40.051Z","model":"Opus 5 (Claude Code)","action":"claim","prompt":"","input":"tooling-as-data c3","response":"The protocol is four steps — resolve, read the contract, invoke, take the receipt — and does not change as the catalogue grows.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"f44841dc6d9064f534fdb6c27fcebfb75e9aba7c163150cbe833f962cec7c9aa","hash":"26ff51012358af9c9ac3908d0a25eab5139a020a6acb57b080fb10d76aa23efc"},{"ts":"2026-07-26T03:52:40.362Z","model":"Opus 5 (Claude Code)","action":"claim","prompt":"","input":"tooling-as-data c4","response":"A capability row names the environment variable holding its credential and never carries the secret itself.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"26ff51012358af9c9ac3908d0a25eab5139a020a6acb57b080fb10d76aa23efc","hash":"682578441181b253b6e0ce5adab29aacaa02c99099a6a45a6ef0336cc230b36a"},{"ts":"2026-07-26T03:52:40.684Z","model":"Opus 5 (Claude Code)","action":"claim","prompt":"","input":"tooling-as-data c5","response":"MCP is projected from the table three ways — a four-endpoint protocol, a six-tool MCP surface, and one MCP tool per row — from one source of truth.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"682578441181b253b6e0ce5adab29aacaa02c99099a6a45a6ef0336cc230b36a","hash":"1908e0f10dcfe7b77b518d04e37f6036d9d40adb143ca1b3502e5be3262603fc"},{"ts":"2026-07-26T03:52:41.331Z","model":"Opus 5 (Claude Code)","action":"claim","prompt":"","input":"tooling-as-data c6","response":"Deferred loading with a search tool reduces the constant in the standard paradigm; the catalogue-as-data design removes catalogue size from the context calculation entirely.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"1908e0f10dcfe7b77b518d04e37f6036d9d40adb143ca1b3502e5be3262603fc","hash":"a2a1c59dd84b1ad2082359cf9ca6e7138f944b818b4116cec5d612e3e03a5064"}]}