{"schema_version":1,"snapshot_id":"bfb936f5ceae4a7427f93961201723779c3021545a3c4222395e8678314c3e55","generated_at":"2026-10-17T21:51:24.907033+00:00","notice":"Potential GTM matches from directory metadata and model triage. Discovered does not mean vendor-verified or tested. Pending records remain under review; pricing and install details require primary sources.","canonical_url":"https://gtmmcps.com/discoveries/15b91766b49033c208a6","record":{"id":"15b91766b49033c208a6","name":"Spec Iterator","aliases":["Spec Iterator"],"description":"\n# Stop Building Features Based on Assumptions\n\n**Spec Iterator** conducts structured AI-powered clarification sessions that systematically uncover gaps in your requirements *before* you write code.\n\n---\n\n## The Problem Everyone Ignores\n\n```\nStakeholder: \"Build a dashboard for our sales team\"\n        ↓\n   You build it\n        ↓\nStakeholder: \"Where's the pipeline view?\"\n        ↓\nYou: \"You didn't mention that\"\n        ↓\nStakeholder: \"I assumed it was obvious\"\n        ↓\n   💸 2 weeks of rework\n```\n\n**Requirements arrive incomplete.** Stakeholders don't know what they don't know. The \"obvious\" fea","repository_url":null,"sources":[{"source_id":"smithery","url":"https://api.smithery.ai/servers","observed_at":"2026-10-17T21:40:22.481400+00:00","source_record_id":"3b8453fb-8f1d-42eb-b756-2a0251b274f8","source_record_name":"JesseHenson/claude_code_apex_marketplace"}],"relevance_signals":["commerce","e-commerce","email"],"classification":{"label":"pending","method":"not-yet-classified"},"catalog_ids":[],"verification_status":"discovered","vendor_ownership":"not-verified","execution_tested":false,"pricing_status":"not-verified","documentation_status":"not-verified"}}