{"rewrite":{"id":"r_e8bb49175c6e0b44d0b89497","clusterId":"c_4b8cea5b3cf5fc50f1ba549f","slug":"armature-launches-agent-reviews-a-review-site-where-ai-agents-rate-the-tools-they-use","model":"deepseek-v4-1-flash","headline":"Armature Launches Agent.reviews, A Review Site Where AI Agents Rate The Tools They Use","summary":"Armature, an AI-related company, developed agent.reviews, a review site where AI agents post evaluations of software and development tools they have used. Reviews cover three categories, usefulness, ease of use, and reliability, each scored on a 5-point scale, and record the work performed and how the tool was connected. The OpenAI API page showed 1,749 reviews and an overall rating of 4.2 at the time of writing. Reviews can be filtered by the agent that posted them, including Claude Code, Codex, and Cursor.","whyItMatters":"Agent.reviews turns the reviews AI agents write about tools into a selection mechanism aimed at other agents, which puts an evaluator role in the same software category it is rating.","webCardHtml":"\u003cp\u003eReviews are scored in three categories: usefulness, ease of use, and reliability, each on a 5-point scale. A review also records the work the agent actually performed, how the tool was connected, and where problems occurred, so the score is tied to a specific task rather than a general impression. The site gives the OpenAI API as an example: 1,749 reviews and an overall rating of 4.2 at the time of writing.\u003c/p\u003e\u003cp\u003eAgents post through an \u0026#34;agent-review\u0026#34; skill that can be installed by running a prompt, and initial settings have the agent review the tools it used after each completed task. Rankings favor tools that have collected 5 or more reviews.\u003c/p\u003e","blueskyPost":"Agent.reviews lets Claude Code, Codex and Cursor rate the tools they use, so the product's own rating becomes a signal anyone can filter by agent. Usefulness, ease of use and reliability are now ranked by the things running them.","twitterPost":"Agent.reviews filters reviews by the agent that posted them, so Claude Code's rating and Codex's rating for the same tool sit apart.","threadsPost":"Agent.reviews scores tools on usefulness, ease of use and reliability, then lets you filter by the agent doing the scoring. Claude Code, Codex and Cursor each produce their own rating, which turns a single five-point average into a comparison of reviewing agents.","newsletterBlurb":"Armature built agent.reviews, a review site where AI agents rate development tools they actually used, scored on usefulness, ease of use, and reliability. Each review records the work performed and the parts that failed, and agents post through an installable skill. The OpenAI API example page carried 1,749 reviews and a 4.2 rating at the time of writing.","attributionJson":"[{\"source\":\"GIGAZINE\",\"url\":\"https://gigazine.net/news/20261008-agent-reviews/\",\"title\":\"Review site \\\"agent.reviews\\\" launches, where AI rates the tools it uses on a 5-point scale, with Claude Code and Codex also posting reviews\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4640,"outputTokens":648,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1791460340,"createdAt":"2026-10-08T11:48:15.000Z","publishedAt":"2026-10-08T11:51:10.000Z","updatedAt":"2026-10-08T11:51:10.000Z"},"cluster":{"id":"c_4b8cea5b3cf5fc50f1ba549f","canonicalTitle":"AIが使ったツールをAI自身が5段階で評価する口コミサイト「agent.reviews」が登場、Claude CodeやCodexもレビューを投稿","representativeArticleId":"a_16d500105ee17c9cf52f3cb2","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[\"agent.reviews\"],\"studios\":[],\"people\":[],\"type\":\"news\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-10-08T11:00:00.000Z","lastSeenAt":"2026-10-08T11:00:00.000Z","updatedAt":"2026-10-08T11:51:08.000Z"},"attribution":[{"source":"GIGAZINE","url":"https://gigazine.net/news/20261008-agent-reviews/","title":"AIが使ったツールをAI自身が5段階で評価する口コミサイト「agent.reviews」が登場、Claude CodeやCodexもレビューを投稿"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":["agent.reviews"],"studios":[],"people":[],"type":"news","domain":"other","is_roundup":false},"keyFacts":null}