{"slug":"rampstackco-chatbot-flow-design","source_name":"rampstackco/chatbot-flow-design","name":"Rampstackco/Chatbot Flow Design","description":"Designing conversational flows for website chatbots and AI agents. Intent recognition architecture, branching logic, fallback handling, escalation to human, conversation analytics. Honest about scripted-bot (rigid trees, fail edge cases), hallucinating-bot (LLM without structure, makes things up), and structured-guided-conversation (LLM-powered with intent architecture and fallback discipline) patterns. Distinguishes chatbot DESIGN (this skill) from chatbot IMPLEMENTATION (engineering and platfo","version":1,"lift":{"pass_rate_delta_pts":0,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":147.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T21:45:32.498833+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":0,"with_pass_pct":68.2,"without_pass_pct":68.2,"tokens_delta_pct":147.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-19T21:45:32.498833+00:00","run_id":"7b181e7c-19c2-479e-a8eb-31396e6f71ed","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"b414ce68cc88d91159e62a6beb3317bc6637b01c35aea3f3a81e2bd7861ca655","raw_url":"https://app.decimal.ai/s/rampstackco-chatbot-flow-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/rampstackco-chatbot-flow-design"}