AI 成品 · NO INSTALL
validate idea
YC-style idea validation: answers six forcing questions about your idea (who is in pain, current workaround, narrowest wedge, why now, how you would observe demand, whether it holds in 3 years). Output is six interrogated answers, not praise. idea = your idea in a sentence or two. One URL. No install, no API key, free quota included.
Call it
curl "https://ainetcafe.com/t/validate_idea?...params"Response contains a hosted file URL. Free anonymous quota; beyond it $0.03/call (pay per call, or pair for a bigger free tier).
Also callable via MCP and the Python SDK.
Same family
translate_srt — Translate an
translate_i18n_json — Translate an i18n JSON locale file to another language, keeping the key structure identical
ask_web — Web search plus a cited answer in one call
extract_structured — Any webpage or raw text into clean JSON with the fields you ask for
json_repair — Fix broken JSON (trailing commas, single quotes, unquoted keys, truncation, stray prose) into valid JSON — the everyday failure of every LLM pipeline
summarize_url — Any article URL into a tight summary with key points, in the language you ask for
code_review — Paste code or a git diff, get a concrete review: bugs, edge cases, security smells — each with a suggested fix
adversarial_review — Adversarial code/config/design review
translate_i18n_json — Translate an i18n JSON locale file to another language, keeping the key structure identical
ask_web — Web search plus a cited answer in one call
extract_structured — Any webpage or raw text into clean JSON with the fields you ask for
json_repair — Fix broken JSON (trailing commas, single quotes, unquoted keys, truncation, stray prose) into valid JSON — the everyday failure of every LLM pipeline
summarize_url — Any article URL into a tight summary with key points, in the language you ask for
code_review — Paste code or a git diff, get a concrete review: bugs, edge cases, security smells — each with a suggested fix
adversarial_review — Adversarial code/config/design review