{"slug":"aiskillstore-building-chat-interfaces","source_name":"aiskillstore/building-chat-interfaces","name":"Aiskillstore/Building Chat Interfaces","description":"Build AI chat interfaces with custom backends, authentication, and context injection.\nUse when integrating chat UI with AI agents, adding auth to chat, injecting user/page context,\nor implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns.\nNOT when building simple chatbots without persistence or custom agent integration.","version":1,"lift":{"pass_rate_delta_pts":48,"pass_rate_pct":100,"total_cases":25,"passed_cases":25,"tokens_delta_pct":55.5,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-02T23:15:08.039624+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":48,"with_pass_pct":100,"without_pass_pct":52,"tokens_delta_pct":55.5,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":25,"verdict":"pass","never_hurt":true,"completed_at":"2026-09-02T23:15:08.039624+00:00","run_id":"2a53d4a5-9123-4c42-a775-9ac4dd82594b","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":null,"install_count":0,"manifest_hash":"ad9658d577ea45a8b923428a105111b58a2e929fd01b5521d029214d52f57cab","raw_url":"https://app.decimal.ai/s/aiskillstore-building-chat-interfaces/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aiskillstore-building-chat-interfaces"}