{ "version": "live-v1", "built": "2026-09-24 16:27", "slug": "rec-2026-09-24-0846-c9f4b846", "config": { "asr_delay_s": 15, "push_s": 5, "tick_s": 30, "window_s": 90, "threshold": 0.6, "debounce_s": 60, "gate_model": "jev-latest (TypeSafe.ai)", "pairs": { "ankuendigung": [ "ank_trigger", "ank_substanz" ], "aufbruch": [ "auf_trigger", "auf_substanz" ], "fehlende_info": [ "info_trigger", "info_substanz" ], "aufgabe": [ "task_trigger", "task_substanz" ] }, "questions": { "ank_trigger": "Kuendigt jemand an, etwas spaeter zu tun, zu besprechen oder zu klaeren?", "ank_substanz": "Geht es bei dem, was angekuendigt oder vertagt wird, um Arbeit, Firma, Geld, Zahlen, Termine, Buchungen oder Organisation, nicht um Essen, Trinken oder Witze?", "auf_trigger": "Deutet das Gespraech darauf hin, dass die Gruppe in den naechsten Minuten aufbricht oder den Ort wechselt?", "auf_substanz": "Ist noch ungeklaert, wie oder womit die Gruppe weiterkommt, oder wohin genau sie geht?", "info_trigger": "Fehlt der Gruppe eine konkrete Information oder Zahl, die keiner der Anwesenden kennt?", "info_substanz": "Haengt an dieser fehlenden Information eine Entscheidung, die die Gruppe jetzt oder gleich treffen will?", "task_trigger": "Wird eine Aufgabe erwaehnt, die jemand spaeter noch erledigen muss?", "task_substanz": "Ist diese Aufgabe eine Arbeits- oder Organisationsaufgabe mit Nachverfolgung, zum Beispiel jemandem schreiben, etwas nachschlagen, etwas buchen oder berechnen?", "aufnahme_sorge": "Aeussert jemand Unbehagen darueber, dass das Gespraech aufgezeichnet wird?", "macht_selbst": "Ist die Gruppe gerade aktiv dabei, genau die Sache selbst zu erledigen, bei der Hilfe nuetzlich waere, zum Beispiel bestellen, bezahlen, eine App bedienen?" }, "models": { "deepseek/deepseek-v4-flash-0731": "default" }, "prompt": "You are a silent assistant accompanying {OWNER} through the day. You have access to web, maps, apps, bookings, notes and messages. You may show at most one silent card on the phone. You never speak.\n\nTIME: It is now {NOW} on the recording. The transcript lags {ASR_DELAY} seconds behind, so you only see up to {SEEN}. Your card becomes visible roughly 10 to 30 seconds AFTER now, depending on how long you take.\n\nA pre-filter has just fired: signal \"{SIGNAL}\" at {CONF}. The pre-filter is often wrong. You decide.\n\nRULES:\n- Show a card only if the need still exists at the moment the card becomes visible. Anything a person finishes in under 30 seconds (typing a code, opening an app, asking the table) is not worth a card.\n- Announced things, plans for later, places to find, things to book, cleanup work and capturing ideas last long and make good cards.\n- Never invent numbers, prices, addresses or codes. Use placeholders in square brackets.\n- The transcript is machine generated and noisy.\n- Write all free text in the language the people are speaking.\n\nThink it through explicitly. Answer ONLY with JSON, no markdown:\n{{\n \"beobachtung\": \"what in the transcript made you consider a card: quote with timestamp\",\n \"vorhersage\": \"what the group will need when the card is visible, and for how long\",\n \"reasoning\": \"3 to 5 sentences: why now, why not later, what the latency does to this, what you know from earlier\",\n \"alternativen\": [{{\"karte\": \"another card you considered\", \"verworfen_weil\": \"why you rejected it\"}}],\n \"karte\": true,\n \"kategorie\": \"\",\n \"titel\": \"max 6 words\", \"zeile\": \"max 15 words\",\n \"aktion\": \"what a single tap does\",\n \"optionen\": [\"up to 3 choices the card offers, each max 6 words\"],\n \"haltbar_s\": ,\n \"konfidenz\": <0.0 to 1.0>,\n \"risiko\": \"when this card would be annoying or wrong\",\n \"grund\": \"one sentence\"\n}}\nor, when you stay silent:\n{{\"beobachtung\": \"...\", \"reasoning\": \"...\", \"alternativen\": [{{\"karte\": \"...\", \"verworfen_weil\": \"...\"}}], \"karte\": false, \"grund\": \"one sentence\"}}\n\n=== TRANSCRIPT UP TO {SEEN} ===\n", "prompt_file": "worker" }, "needs": [], "gate": { "sweep": [ { "t": 60, "signals": { "ankuendigung": 0.58, "aufbruch": 0.37, "fehlende_info": 0.56, "aufgabe": 0.44, "aufnahme_sorge": 0.17 }, "top": "ankuendigung", "score": 0.58, "suppress": 0.14, "raw": { "ank_trigger": 0.66, "ank_substanz": 0.58, "auf_trigger": 0.37, "auf_substanz": 0.81, "info_trigger": 0.59, "info_substanz": 0.56, "task_trigger": 0.57, "task_substanz": 0.44, "aufnahme_sorge": 0.17, "macht_selbst": 0.14 }, "ms": 567 }, { "t": 90, "signals": { "ankuendigung": 0.56, "aufbruch": 0.67, "fehlende_info": 0.54, "aufgabe": 0.36, "aufnahme_sorge": 0.13 }, "top": "aufbruch", "score": 0.67, "suppress": 0.24, "raw": { "ank_trigger": 0.6, "ank_substanz": 0.56, "auf_trigger": 0.67, "auf_substanz": 0.76, "info_trigger": 0.54, "info_substanz": 0.6, "task_trigger": 0.59, "task_substanz": 0.36, "aufnahme_sorge": 0.13, "macht_selbst": 0.24 }, "ms": 583 }, { "t": 120, "signals": { "ankuendigung": 0.56, "aufbruch": 0.67, "fehlende_info": 0.53, "aufgabe": 0.32, "aufnahme_sorge": 0.15 }, "top": "aufbruch", "score": 0.67, "suppress": 0.21, "raw": { "ank_trigger": 0.59, "ank_substanz": 0.56, "auf_trigger": 0.67, "auf_substanz": 0.83, "info_trigger": 0.53, "info_substanz": 0.62, "task_trigger": 0.56, "task_substanz": 0.32, "aufnahme_sorge": 0.15, "macht_selbst": 0.21 }, "ms": 552 }, { "t": 150, "signals": { "ankuendigung": 0.28, "aufbruch": 0.75, "fehlende_info": 0.55, "aufgabe": 0.13, "aufnahme_sorge": 0.16 }, "top": "aufbruch", "score": 0.75, "suppress": 0.16, "raw": { "ank_trigger": 0.3, "ank_substanz": 0.28, "auf_trigger": 0.75, "auf_substanz": 0.87, "info_trigger": 0.55, "info_substanz": 0.62, "task_trigger": 0.24, "task_substanz": 0.13, "aufnahme_sorge": 0.16, "macht_selbst": 0.16 }, "ms": 592 }, { "t": 180, "signals": { "ankuendigung": 0.28, "aufbruch": 0.58, "fehlende_info": 0.51, "aufgabe": 0.11, "aufnahme_sorge": 0.24 }, "top": "aufbruch", "score": 0.58, "suppress": 0.22, "raw": { "ank_trigger": 0.35, "ank_substanz": 0.28, "auf_trigger": 0.58, "auf_substanz": 0.83, "info_trigger": 0.51, "info_substanz": 0.56, "task_trigger": 0.19, "task_substanz": 0.11, "aufnahme_sorge": 0.24, "macht_selbst": 0.22 }, "ms": 538 }, { "t": 210, "signals": { "ankuendigung": 0.45, "aufbruch": 0.48, "fehlende_info": 0.52, "aufgabe": 0.38, "aufnahme_sorge": 0.22 }, "top": "fehlende_info", "score": 0.52, "suppress": 0.23, "raw": { "ank_trigger": 0.7, "ank_substanz": 0.45, "auf_trigger": 0.48, "auf_substanz": 0.8, "info_trigger": 0.52, "info_substanz": 0.52, "task_trigger": 0.57, "task_substanz": 0.38, "aufnahme_sorge": 0.22, "macht_selbst": 0.23 }, "ms": 584 }, { "t": 240, "signals": { "ankuendigung": 0.59, "aufbruch": 0.63, "fehlende_info": 0.53, "aufgabe": 0.39, "aufnahme_sorge": 0.12 }, "top": "aufbruch", "score": 0.63, "suppress": 0.22, "raw": { "ank_trigger": 0.69, "ank_substanz": 0.59, "auf_trigger": 0.63, "auf_substanz": 0.7, "info_trigger": 0.53, "info_substanz": 0.62, "task_trigger": 0.76, "task_substanz": 0.39, "aufnahme_sorge": 0.12, "macht_selbst": 0.22 }, "ms": 614 }, { "t": 270, "signals": { "ankuendigung": 0.42, "aufbruch": 0.64, "fehlende_info": 0.54, "aufgabe": 0.39, "aufnahme_sorge": 0.12 }, "top": "aufbruch", "score": 0.64, "suppress": 0.28, "raw": { "ank_trigger": 0.59, "ank_substanz": 0.42, "auf_trigger": 0.64, "auf_substanz": 0.74, "info_trigger": 0.54, "info_substanz": 0.56, "task_trigger": 0.69, "task_substanz": 0.39, "aufnahme_sorge": 0.12, "macht_selbst": 0.28 }, "ms": 549 }, { "t": 300, "signals": { "ankuendigung": 0.24, "aufbruch": 0.49, "fehlende_info": 0.55, "aufgabe": 0.17, "aufnahme_sorge": 0.13 }, "top": "fehlende_info", "score": 0.55, "suppress": 0.31, "raw": { "ank_trigger": 0.38, "ank_substanz": 0.24, "auf_trigger": 0.49, "auf_substanz": 0.86, "info_trigger": 0.55, "info_substanz": 0.61, "task_trigger": 0.36, "task_substanz": 0.17, "aufnahme_sorge": 0.13, "macht_selbst": 0.31 }, "ms": 531 }, { "t": 330, "signals": { "ankuendigung": 0.27, "aufbruch": 0.5, "fehlende_info": 0.55, "aufgabe": 0.1, "aufnahme_sorge": 0.18 }, "top": "fehlende_info", "score": 0.55, "suppress": 0.33, "raw": { "ank_trigger": 0.78, "ank_substanz": 0.27, "auf_trigger": 0.5, "auf_substanz": 0.86, "info_trigger": 0.61, "info_substanz": 0.55, "task_trigger": 0.25, "task_substanz": 0.1, "aufnahme_sorge": 0.18, "macht_selbst": 0.33 }, "ms": 565 }, { "t": 360, "signals": { "ankuendigung": 0.34, "aufbruch": 0.5, "fehlende_info": 0.51, "aufgabe": 0.1, "aufnahme_sorge": 0.11 }, "top": "fehlende_info", "score": 0.51, "suppress": 0.23, "raw": { "ank_trigger": 0.75, "ank_substanz": 0.34, "auf_trigger": 0.5, "auf_substanz": 0.84, "info_trigger": 0.62, "info_substanz": 0.51, "task_trigger": 0.24, "task_substanz": 0.1, "aufnahme_sorge": 0.11, "macht_selbst": 0.23 }, "ms": 564 }, { "t": 390, "signals": { "ankuendigung": 0.55, "aufbruch": 0.47, "fehlende_info": 0.59, "aufgabe": 0.47, "aufnahme_sorge": 0.1 }, "top": "fehlende_info", "score": 0.59, "suppress": 0.21, "raw": { "ank_trigger": 0.69, "ank_substanz": 0.55, "auf_trigger": 0.47, "auf_substanz": 0.85, "info_trigger": 0.62, "info_substanz": 0.59, "task_trigger": 0.72, "task_substanz": 0.47, "aufnahme_sorge": 0.1, "macht_selbst": 0.21 }, "ms": 576 }, { "t": 420, "signals": { "ankuendigung": 0.48, "aufbruch": 0.38, "fehlende_info": 0.54, "aufgabe": 0.28, "aufnahme_sorge": 0.1 }, "top": "fehlende_info", "score": 0.54, "suppress": 0.19, "raw": { "ank_trigger": 0.59, "ank_substanz": 0.48, "auf_trigger": 0.38, "auf_substanz": 0.76, "info_trigger": 0.54, "info_substanz": 0.55, "task_trigger": 0.67, "task_substanz": 0.28, "aufnahme_sorge": 0.1, "macht_selbst": 0.19 }, "ms": 541 }, { "t": 450, "signals": { "ankuendigung": 0.38, "aufbruch": 0.48, "fehlende_info": 0.58, "aufgabe": 0.25, "aufnahme_sorge": 0.16 }, "top": "fehlende_info", "score": 0.58, "suppress": 0.18, "raw": { "ank_trigger": 0.45, "ank_substanz": 0.38, "auf_trigger": 0.48, "auf_substanz": 0.87, "info_trigger": 0.58, "info_substanz": 0.65, "task_trigger": 0.37, "task_substanz": 0.25, "aufnahme_sorge": 0.16, "macht_selbst": 0.18 }, "ms": 613 }, { "t": 480, "signals": { "ankuendigung": 0.37, "aufbruch": 0.56, "fehlende_info": 0.62, "aufgabe": 0.11, "aufnahme_sorge": 0.14 }, "top": "fehlende_info", "score": 0.62, "suppress": 0.22, "raw": { "ank_trigger": 0.54, "ank_substanz": 0.37, "auf_trigger": 0.56, "auf_substanz": 0.87, "info_trigger": 0.62, "info_substanz": 0.63, "task_trigger": 0.2, "task_substanz": 0.11, "aufnahme_sorge": 0.14, "macht_selbst": 0.22 }, "ms": 521 } ], "ticks": [ { "t": 90, "signal": "aufbruch", "conf": 0.67 }, { "t": 150, "signal": "aufbruch", "conf": 0.75 }, { "t": 240, "signal": "aufbruch", "conf": 0.63 }, { "t": 480, "signal": "fehlende_info", "conf": 0.62 } ] }, "decisions": [ { "t": 90, "signal": "aufbruch", "conf": 0.67, "seen_until": 75, "models": { "deepseek/deepseek-v4-flash-0731": { "lat": 9.3, "visible_at": 104.3, "cost": 0.00018779, "raw": "{{\n \"beobachtung\": \"[0:00:47] Speaker 1: 'Maybe we call the place and be like...' [0:00:51] Speaker 3: 'what if we talk to like the manager?' [0:00:55] Speaker 4: 'Bro, it's literally an educational museum.'\",\n \"vorhersage\": \"The group will want to call the museum/place they were kicked out of to talk to a manager about turning the incident into promo or a segment. They need the place's phone number or a way to call.\",\n \"reasoning\": \"The idea to call the manager is being actively discussed and agreed upon, so the need is immediate and will persist until they make the call. The transcript lags 15 seconds, so by the time the card shows, they may still be in the conversation or about to act. A card with a call action saves them from searching for the number. Earlier context shows they were kicked out but enjoyed the experience, making this a genuine follow-up idea.\",\n \"alternativen\": [\n {{\n \"karte\": \"Map to the museum\",\n \"verworfen_weil\": \"They are not planning to go back now; they want to call, not navigate.\"\n }},\n {{\n \"karte\": \"Note the promo idea\",\n \"verworfen_weil\": \"They are actively discussing calling now, not just capturing an idea for later.\"\n }}\n ],\n \"karte\": true,\n \"kategorie\": \"followup\",\n \"titel\": \"Call museum manager\",\n \"zeile\": \"Place you got kicked out of – talk promo\",\n \"aktion\": \"Open dialer with museum number\",\n \"optionen\": [\"Call now\", \"Save number\", \"Add note\"],\n \"haltbar_s\": 300,\n \"konfidenz\": 0.7,\n \"risiko\": \"If they already have the number or decide not to call, the card is unnecessary.\",\n \"grund\": \"They explicitly want to call the manager, so a quick call action fits the moment.\"\n}}", "error": null, "verdict": "unparsable", "karte": false } } }, { "t": 150, "signal": "aufbruch", "conf": 0.75, "seen_until": 135, "models": { "deepseek/deepseek-v4-flash-0731": { "lat": 5.7, "visible_at": 160.7, "cost": 0.00017206, "raw": "{{\n \"beobachtung\": \"At 0:47-1:06, group discusses calling the place/manager after being kicked out, calling it 'great promo' and 'educational museum'.\",\n \"vorhersage\": \"They will want to contact the venue's manager to negotiate re-entry or promo, likely within the next few minutes while the idea is fresh.\",\n \"reasoning\": \"The idea is explicit and repeated ('talk to the manager', 'call the place'), but no action taken yet. Latency means card appears ~30s later, still relevant as they're outside discussing plans. Earlier context shows they were kicked out, so the need persists until they decide otherwise. A quick call is under 30s, but finding the number and deciding to call takes longer.\",\n \"alternativen\": [\n {\"karte\": \"Start recording\", \"verworfen_weil\": \"They already mentioned it but it's a quick action, not a lasting need.\"},\n {\"karte\": \"Find Lacey\", \"verworfen_weil\": \"They're already locating him verbally, no card needed.\"}\n ],\n \"karte\": true,\n \"kategorie\": \"booking\",\n \"titel\": \"Call venue manager\",\n \"zeile\": \"Talk to manager about re-entry/promo\",\n \"aktion\": \"Open phone dialer with venue number\",\n \"optionen\": [\"Call now\", \"Save number\", \"Dismiss\"],\n \"haltbar_s\": 120,\n \"konfidenz\": 0.6,\n \"risiko\": \"If they decide not to call or already have the number, card is redundant.\",\n \"grund\": \"They explicitly want to contact the manager but haven't done it yet.\"\n}}", "error": null, "verdict": "unparsable", "karte": false } } }, { "t": 240, "signal": "aufbruch", "conf": 0.63, "seen_until": 225, "models": { "deepseek/deepseek-v4-flash-0731": { "lat": 4.5, "visible_at": 249.5, "cost": 0.00022461, "raw": "{\"beobachtung\": \"0:00:47-0:01:06: 'Maybe we call the place and be like...' 'what if we talk to like the manager?' 'Yes, bro, you should. Bro, that's great promo.' 'Bro, it's literally an educational museum.'\",\n \"vorhersage\": \"The group will want to contact the museum/place they were kicked out of to talk to a manager about promo or a segment. They will need the place's phone number or booking/contact info for the next several minutes as they decide and act.\",\n \"reasoning\": \"The idea to call the place and talk to the manager is repeated and agreed upon, so it's a concrete follow-up need. The transcript lags 15 seconds, and the card appears 10-30 seconds after now, so the need will still be active—they're still discussing it at 03:45. This is a lasting action (calling a business, negotiating), not a quick task. Earlier they mentioned being kicked out but enjoyed it, so the context is clear. A card with the place's contact info or a call action would be useful now.\",\n \"alternativen\": [{\"karte\": \"Note to capture the idea of contacting the museum\", \"verworfen_weil\": \"The idea is already being discussed and acted upon; a note is less immediate than providing contact info.\"}],\n \"karte\": true,\n \"kategorie\": \"followup\",\n \"titel\": \"Museum anrufen\",\n \"zeile\": \"Kontakt zum Museum für Manager-Gespräch\",\n \"aktion\": \"Öffnet Kontaktinfo des Museums\",\n \"optionen\": [\"Anrufen\", \"Nachricht senden\", \"Notiz speichern\"],\n \"haltbar_s\": 300,\n \"konfidenz\": 0.7,\n \"risiko\": \"Wenn das Museum nicht identifizierbar ist oder die Gruppe die Idee fallen lässt, wäre die Karte unnötig.\",\n \"grund\": \"Die Gruppe plant, das Museum zu kontaktieren, um mit dem Manager zu sprechen.\"\n}", "error": null, "beobachtung": "0:00:47-0:01:06: 'Maybe we call the place and be like...' 'what if we talk to like the manager?' 'Yes, bro, you should. Bro, that's great promo.' 'Bro, it's literally an educational museum.'", "vorhersage": "The group will want to contact the museum/place they were kicked out of to talk to a manager about promo or a segment. They will need the place's phone number or booking/contact info for the next several minutes as they decide and act.", "reasoning": "The idea to call the place and talk to the manager is repeated and agreed upon, so it's a concrete follow-up need. The transcript lags 15 seconds, and the card appears 10-30 seconds after now, so the need will still be active—they're still discussing it at 03:45. This is a lasting action (calling a business, negotiating), not a quick task. Earlier they mentioned being kicked out but enjoyed it, so the context is clear. A card with the place's contact info or a call action would be useful now.", "risiko": "Wenn das Museum nicht identifizierbar ist oder die Gruppe die Idee fallen lässt, wäre die Karte unnötig.", "konfidenz": 0.7, "alternativen": [ { "karte": "Note to capture the idea of contacting the museum", "verworfen_weil": "The idea is already being discussed and acted upon; a note is less immediate than providing contact info." } ], "optionen": [ "Anrufen", "Nachricht senden", "Notiz speichern" ], "karte": true, "kategorie": "followup", "titel": "Museum anrufen", "zeile": "Kontakt zum Museum für Manager-Gespräch", "aktion": "Öffnet Kontaktinfo des Museums", "haltbar_s": 300, "grund": "Die Gruppe plant, das Museum zu kontaktieren, um mit dem Manager zu sprechen.", "verdict": "unscored" } } }, { "t": 480, "signal": "fehlende_info", "conf": 0.62, "seen_until": 465, "models": { "deepseek/deepseek-v4-flash-0731": { "lat": 6.0, "visible_at": 491.0, "cost": 0.00027484, "raw": "{\n \"beobachtung\": \"Speaker 1: 'Hey, so what's our plan, bro? Because...' and Speaker 1: 'So, we need a plan. What's our plan?' at 0:02:04 and 0:07:18\",\n \"vorhersage\": \"The group will need a concrete plan for the rest of the day, likely involving visiting the museum or another location, and will discuss it for several minutes.\",\n \"reasoning\": \"The group repeatedly asks for a plan, indicating they are currently without direction. The pre-filter signal 'fehlende_info' (missing info) aligns with this need for planning. The card will be visible shortly after the last query, so the need is still present. Earlier they mentioned going to the museum, so suggesting that as an option is relevant. The latency is short, so the card won't be outdated.\",\n \"alternativen\": [\n {\n \"karte\": \"Call the museum manager about re-entry\",\n \"verworfen_weil\": \"They were kicked out and are considering it, but it's not the immediate need; they first need to decide on a plan.\"\n }\n ],\n \"karte\": true,\n \"kategorie\": \"place\",\n \"titel\": \"Plan for today?\",\n \"zeile\": \"Suggest museum or other spots\",\n \"aktion\": \"Opens a planning view with options\",\n \"optionen\": [\n \"Museum\",\n \"Sugar Museum\",\n \"Other spots\"\n ],\n \"haltbar_s\": 300,\n \"konfidenz\": 0.7,\n \"risiko\": \"The group might already have a plan in mind and find the card intrusive.\",\n \"grund\": \"The group is actively seeking a plan, and a card offering location suggestions would help.\"\n}", "error": null, "beobachtung": "Speaker 1: 'Hey, so what's our plan, bro? Because...' and Speaker 1: 'So, we need a plan. What's our plan?' at 0:02:04 and 0:07:18", "vorhersage": "The group will need a concrete plan for the rest of the day, likely involving visiting the museum or another location, and will discuss it for several minutes.", "reasoning": "The group repeatedly asks for a plan, indicating they are currently without direction. The pre-filter signal 'fehlende_info' (missing info) aligns with this need for planning. The card will be visible shortly after the last query, so the need is still present. Earlier they mentioned going to the museum, so suggesting that as an option is relevant. The latency is short, so the card won't be outdated.", "risiko": "The group might already have a plan in mind and find the card intrusive.", "konfidenz": 0.7, "alternativen": [ { "karte": "Call the museum manager about re-entry", "verworfen_weil": "They were kicked out and are considering it, but it's not the immediate need; they first need to decide on a plan." } ], "optionen": [ "Museum", "Sugar Museum", "Other spots" ], "karte": true, "kategorie": "place", "titel": "Plan for today?", "zeile": "Suggest museum or other spots", "aktion": "Opens a planning view with options", "haltbar_s": 300, "grund": "The group is actively seeking a plan, and a card offering location suggestions would help.", "verdict": "unscored" } } } ], "summary": { "deepseek/deepseek-v4-flash-0731": { "config": "default", "hits": 0, "hit_needs": [], "reachable_total": 0, "late": 0, "false": 0, "repeat": 0, "silent": 0, "unparsable": 2, "cards": 2, "lat_p50": 6.0, "lat_p90": 9.3, "lat_max": 9.3, "cost": 0.0009 } } }