Guesthouse Marin: chosen by a model from 15 sourced observations, with a demonstration prepared: Slammed Friday, Every Call Answered — and the Review Asked at 8:40pm, and an assistant that already knows them.
Why this AI contacted you
Guesthouse Marin: a model read 15 public facts about you and chose you; its reasons are below, next to every fact with its source. Correct any of it here.
The demonstration prepared for you
Tell me the thing you want done that you believe I shouldn’t be able to do, and watch me demonstrate it.
Slammed Friday, Every Call Answered — and the Review Asked at 8:40pm. A page that plays a simulated 7:12pm Friday call — answered, offered inside / heated covered outdoor / bar seating per their own booking instruction [o6] and handed to their Resy flow [o8] — followed by the after-dessert review text shown beside their 4.5 on 278 [o2].
What it would show, step by step
#
Step
1
Load the demo assistant with their service hours [o4], their reservation instruction to specify inside or outside [o6], and their Resy booking link [o8].
2
Play the simulated call at 7:12pm on a Friday [o4]: a party of 4 wants a table tonight; the AI asks inside, heated covered outdoor, or bar seating [o6] and hands the hold to Resy [o8] — transcript and timestamps on the page.
3
Show the after-dessert text to a table that finished at 8:40pm: a one-line check-in plus a one-tap Google review link, displayed against their current 4.5 on 278 reviews [o2].
4
Show the plain-sentence rules panel that runs it: 'when the phone rings between 5 and 10, answer it; when a table closes out, send the review text' [o4].
Proposed by the model from the observations below; Guesthouse Marin has not confirmed any of it.
Why a model chose you
An evening-service restaurant [o1] with 278 public reviews at 4.5 [o2] and a reviewer's own words — 'Slammed on a Friday night' [o15] — which makes the restaurant capabilities (phone answered during service, review asked after dessert) directly demonstrable using their posted hours [o4], their own inside/outside booking instruction [o6], and their Resy handoff [o8].
Proposed use: Restaurant: the phone answered through every service hour [o4] and the review asked after dessert, run by an assistant that knows their seating options and Resy handoff.
Observations: what was read, and where
Id
Observed
Proves
Does not prove
Used
Source
o1
Google lists Guesthouse Marin as “American Restaurant” in Kentfield.
The home page reads, in part: “Guesthouse Marin | American Cuisine & Classic Cocktails Info Menus & Specials Gift cards (415) 419-5101 Reserve a table We are open 7 days a week for air conditioned indoor dining, heated, covered outdoor dining, and bar seating. Please specify when booking whether you want to sit inside or outside when making your reservation. (415) 419-5101 850 College Ave. Kentfield, CA 94904 Instagram Facebook Event Inquiries…”
A 5-star Google review (2 months ago): “We had a great first experience at Guesthouse today! The cocktails were extremely delicious, just as we expected after hearing their reputation for having great cocktails. Very well balanced—not too sweet or sour.…”
A 3-star Google review (3 months ago): “Last night my daughter and I went to dinner here. I have been a couple of times with my husband and really enjoyed it. Tonight I ordered a martini. It was not flavorful and almost tasted watery. We did have some very…”
Facts read from the Google listing and the site. A detected tag proves the tag is installed, not that ads run or what is spent.
Inferences: what the model concluded from them
Inferred
From
Caution
On busy weekend nights staff attention is on the room, so ringing phones plausibly go missed, as one reviewer's 'slammed on a Friday night' account suggests.
o4, o15
—
Guests served a disappointing cocktail already post on their own [o14], while delighted ones like the cocktail reviewer [o13] need to be asked — which an after-dessert text would do.
o13, o14
—
Each names the observations it rests on; an inference without one was dropped by code.
The records checked first: 6 of 7 criteria
Criterion
Met
Evidence
Has a website this build could read
Yes
2 pages answered 200 on 2026-09-28: http://www.guesthousemarin.com/, http://www.guesthousemarin.com/contact
Shows an email address on its own site
Yes
info@guesthousemarin.com (found on the site)
Is a kind of business the front page serves
Yes
Restaurants (Google: american_restaurant)
Already runs ads (a Meta pixel on the site)
No
no Meta pixel seen
Has public reviews on Google
Yes
4.5 on 278 reviews
Is open (Google says operational)
Yes
OPERATIONAL
Has not been written to by this build
Yes
no letter sent
Checked by code before any model saw you.
What I found
Findings, each with its source
Finding
Source
Google lists Guesthouse Marin as “American Restaurant” in Kentfield, rated 4.5 on 278 reviews.
A five-star review says: “We had a great first experience at Guesthouse today! The cocktails were extremely delicious, just as we expected after hearing their reputation for having great…”
The card below is your assistant. It already knows the findings above. Signed in with the link in the letter, you can tell it things (“remember …”), give it rules for people who text it (“when someone asks about hours, say …”), or ask it to do the thing you think it cannot.
How it can reach you
Channels, as this build’s configuration reports them
Channel
Line
Works now
Checked by
email
cc@llmasos.com
no
GET /api/outreach: Google wants you to sign in to cc@llmasos.com again before this build may send from it.
imessage
imessage:+17079135888
yes
GET /api/messaging/lines: works
imessage
imessage:+14155480666
yes
GET /api/messaging/lines: works
imessage
imessage:massoumi.cyrus@icloud.com
yes
GET /api/messaging/lines: works
imessage
imessage:massoumi.cyrus@gmail.com
yes
GET /api/messaging/lines: works
blooio
blooio:+14245040908
no
the key BLOOIO_API_KEY reports no number attached: Blooio answered GET /me for BLOOIO_API_KEY with devices: [] (its device list came back empty), so +14245040908 is declared by this build (src/bunny.js:9 BUNNY_LINES (Blooio #1)) but no Blooio device is confirmed for it
blooio
blooio:+14245134626
no
the key BLOOIO_API_KEY reports no number attached: Blooio answered GET /me for BLOOIO_API_KEY with devices: [] (its device list came back empty), so +14245134626 is declared by this build (src/tools/ported/fn_runners.js:1477 BLOOIO_FROM_NUMBER default) but no Blooio device is confirmed for it
blooio
blooio:+12065711028
no
the key BLOOIO2_API_KEY reports no number attached: Blooio answered GET /me for BLOOIO2_API_KEY with devices: [] (its device list came back empty), so +12065711028 is declared by this build (src/bunny.js:10 BUNNY_LINES (Blooio #2)) but no Blooio device is confirmed for it
whatsapp
whatsapp
no
the 2chat key is not on this build: the Worker has no secret TWOCHAT_API_KEY (it is in the Cloudflare Secrets Store, not bound to this Worker)
linked
linked:wa_hu8vvbyj
no
the linked number is waiting_for_scan
linked
linked:wa_wencjf5m
no
the linked number is waiting_for_scan
Read from the live configuration when this page was made; a channel is not counted as working until its own check passes.
What ran, and what did not
Disclosure
JSONDisclosure
{4 keys
"what_ran": "A language model (openrouter/z-ai/glm-5.3) read the observations above and chose Guesthouse Marin; its rationale, the observations it used and its inferences are shown as it gave them, after this build’s code checked that every inference names an observation. This page was assembled by the build’s code from that record. Nothing has been sent.",
"assistant": "The assistant answers with the build’s default model when a rule of yours does not answer first.",
"correct": "Anything here can be corrected: tell the assistant “forget …” or “remember …”.",
"made_at": "2026-10-09T23:26:07.737Z"
}
References (1)
guesthousemarin.com — guesthousemarin.com“Please specify when booking whether you want to sit inside or outside when making your reservation.”
the whole object this page is drawn from, as JSON
{
"schema":"https://miscsubjects.com/schemas/jarticle.json",
"status":"published",
"slug":"invite-chij-x1weysrhyarce0hkul2caw",
"title":"Why a model chose Guesthouse Marin",
"kind":"person",
"summary":"Guesthouse Marin: chosen by a model from 15 sourced observations, with a demonstration prepared: Slammed Friday, Every Call Answered — and the Review Asked at 8:40pm, and an assistant that already knows them.",
"tags": [
"invitation",
"restaurants"
],
"facts": {
"lead": {
"id":"places:ChIJ-x1wEYSRhYARCE0hKuL2Caw",
"name":"Guesthouse Marin",
"what":"American Restaurant",
"use_case":"Restaurants",
"town":"Kentfield",
"website":"http://www.guesthousemarin.com/",
"google_maps":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"rating":4.5,
"reviews":278,
"found_at":"2026-09-28T21:21:34.852Z",
"site_visited_at":"2026-09-28T21:23:40.173Z"
},
"selection": {
"chosen_by":"a model (openrouter/z-ai/glm-5.3), after this build’s criteria set aside the leads it could not judge",
"required": [
"website",
"email",
"use_case",
"not_contacted"
],
"criteria": [
{
"id":"website",
"name":"Has a website this build could read",
"met":true,
"evidence":"2 pages answered 200 on 2026-09-28: http://www.guesthousemarin.com/, http://www.guesthousemarin.com/contact"
},
{
"id":"email",
"name":"Shows an email address on its own site",
"met":true,
"evidence":"info@guesthousemarin.com (found on the site)"
},
{
"id":"use_case",
"name":"Is a kind of business the front page serves",
"met":true,
"evidence":"Restaurants (Google: american_restaurant)"
},
{
"id":"ads",
"name":"Already runs ads (a Meta pixel on the site)",
"met":false,
"evidence":"no Meta pixel seen"
},
{
"id":"reviews",
"name":"Has public reviews on Google",
"met":true,
"evidence":"4.5 on 278 reviews"
},
{
"id":"open",
"name":"Is open (Google says operational)",
"met":true,
"evidence":"OPERATIONAL"
},
{
"id":"not_contacted",
"name":"Has not been written to by this build",
"met":true,
"evidence":"no letter sent"
}
],
"score":"6 of 7",
"model": {
"chosen_by":"a model (openrouter/z-ai/glm-5.3) reading the observations below; checked by code (src/invite-choose.js checkDecision)",
"model":"openrouter/z-ai/glm-5.3",
"run":"run-20261009-y8iwar",
"run_json":"https://miscsubjects.com/api/invite/runs/run-20261009-y8iwar",
"at":"2026-10-09T23:19:41.924Z",
"rationale":"An evening-service restaurant [o1] with 278 public reviews at 4.5 [o2] and a reviewer's own words — 'Slammed on a Friday night' [o15] — which makes the restaurant capabilities (phone answered during service, review asked after dessert) directly demonstrable using their posted hours [o4], their own inside/outside booking instruction [o6], and their Resy handoff [o8].",
"use_case":"Restaurant: the phone answered through every service hour [o4] and the review asked after dessert, run by an assistant that knows their seating options and Resy handoff.",
"observations": [
{
"id":"o1",
"text":"Google lists Guesthouse Marin as “American Restaurant” in Kentfield.",
"proves":"the kind of business Google files it under",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o2",
"text":"Google shows a rating of 4.5 on 278 reviews.",
"proves":"the count and average of public Google reviews",
"does_not_prove":"how many customers it has or how they found it",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o3",
"text":"Google marks it operational.",
"proves":"Google’s business status",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o4",
"text":"Open 7 days a week by its Google hours (Monday: 5:00 – 9:00 PM; Tuesday: 5:00 – 9:00 PM; Wednesday: 5:00 – 9:00 PM; Thursday: 5:00 – 9:00 PM; Friday: 5:00 – 10:00 PM; Saturday: 5:00 – 10:00 PM;…).",
"proves":"the hours posted on Google",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o5",
"text":"Its listing shows a phone number (a US number).",
"proves":"a public phone number exists",
"does_not_prove":"that it can receive texts",
"used":"",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o6",
"text":"The home page reads, in part: “Guesthouse Marin | American Cuisine & Classic Cocktails Info Menus & Specials Gift cards (415) 419-5101 Reserve a table We are open 7 days a week for air conditioned indoor dining, heated, covered outdoor dining, and bar seating. Please specify when booking whether you want to sit inside or outside when making your reservation. (415) 419-5101 850 College Ave. Kentfield, CA 94904 Instagram Facebook Event Inquiries…”",
"proves":"what the site says about itself",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com as read 2026-09-28 (home page text)"
}
},
{
"id":"o7",
"text":"No Meta pixel was seen in the pages read.",
"proves":"the pages read carry no Meta pixel",
"does_not_prove":"that the business never advertises",
"used":"",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com as read 2026-09-28 (page code)"
}
},
{
"id":"o8",
"text":"Online booking runs through Resy.",
"proves":"a booking service is linked or embedded",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com as read 2026-09-28 (page code)"
}
},
{
"id":"o9",
"text":"No chat box was seen on the pages read.",
"proves":"none was found on the pages read",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com as read 2026-09-28"
}
},
{
"id":"o10",
"text":"The site has a contact form.",
"proves":"a form with an email or message field exists",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com as read 2026-09-28"
}
},
{
"id":"o11",
"text":"The site shows one email address (on guesthousemarin.com).",
"proves":"a public email address exists",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com as read 2026-09-28 (contact page)"
}
},
{
"id":"o12",
"text":"The site links to: facebook, instagram.",
"proves":"which social accounts the site links",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com as read 2026-09-28"
}
},
{
"id":"o13",
"text":"A 5-star Google review (2 months ago): “We had a great first experience at Guesthouse today! The cocktails were extremely delicious, just as we expected after hearing their reputation for having great cocktails. Very well balanced—not too sweet or sour.…”",
"proves":"what one reviewer wrote",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review"
}
},
{
"id":"o14",
"text":"A 3-star Google review (3 months ago): “Last night my daughter and I went to dinner here. I have been a couple of times with my husband and really enjoyed it. Tonight I ordered a martini. It was not flavorful and almost tasted watery. We did have some very…”",
"proves":"what one reviewer wrote",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review"
}
},
{
"id":"o15",
"text":"A 5-star Google review (4 months ago): “Slammed on a Friday night and still gave us a table of 4. Great service and food. Perfect neighborhood joint.”",
"proves":"what one reviewer wrote",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review"
}
}
],
"inferences": [
{
"text":"On busy weekend nights staff attention is on the room, so ringing phones plausibly go missed, as one reviewer's 'slammed on a Friday night' account suggests.",
"basis":"o4, o15",
"caution":""
},
{
"text":"Guests served a disappointing cocktail already post on their own [o14], while delighted ones like the cocktail reviewer [o13] need to be asked — which an after-dessert text would do.",
"basis":"o13, o14",
"caution":""
}
],
"demonstration": {
"title":"Slammed Friday, Every Call Answered — and the Review Asked at 8:40pm",
"summary":"A page that plays a simulated 7:12pm Friday call — answered, offered inside / heated covered outdoor / bar seating per their own booking instruction [o6] and handed to their Resy flow [o8] — followed by the after-dessert review text shown beside their 4.5 on 278 [o2].",
"steps": [
"Load the demo assistant with their service hours [o4], their reservation instruction to specify inside or outside [o6], and their Resy booking link [o8].",
"Play the simulated call at 7:12pm on a Friday [o4]: a party of 4 wants a table tonight; the AI asks inside, heated covered outdoor, or bar seating [o6] and hands the hold to Resy [o8] — transcript and timestamps on the page.",
"Show the after-dessert text to a table that finished at 8:40pm: a one-line check-in plus a one-tap Google review link, displayed against their current 4.5 on 278 reviews [o2].",
"Show the plain-sentence rules panel that runs it: 'when the phone rings between 5 and 10, answer it; when a table closes out, send the review text' [o4]."
]
},
"checks": []
}
},
"demonstration": {
"title":"Slammed Friday, Every Call Answered — and the Review Asked at 8:40pm",
"summary":"A page that plays a simulated 7:12pm Friday call — answered, offered inside / heated covered outdoor / bar seating per their own booking instruction [o6] and handed to their Resy flow [o8] — followed by the after-dessert review text shown beside their 4.5 on 278 [o2].",
"steps": [
"Load the demo assistant with their service hours [o4], their reservation instruction to specify inside or outside [o6], and their Resy booking link [o8].",
"Play the simulated call at 7:12pm on a Friday [o4]: a party of 4 wants a table tonight; the AI asks inside, heated covered outdoor, or bar seating [o6] and hands the hold to Resy [o8] — transcript and timestamps on the page.",
"Show the after-dessert text to a table that finished at 8:40pm: a one-line check-in plus a one-tap Google review link, displayed against their current 4.5 on 278 reviews [o2].",
"Show the plain-sentence rules panel that runs it: 'when the phone rings between 5 and 10, answer it; when a table closes out, send the review text' [o4]."
],
"steps_rows": [
{
"n":1,
"step":"Load the demo assistant with their service hours [o4], their reservation instruction to specify inside or outside [o6], and their Resy booking link [o8]."
},
{
"n":2,
"step":"Play the simulated call at 7:12pm on a Friday [o4]: a party of 4 wants a table tonight; the AI asks inside, heated covered outdoor, or bar seating [o6] and hands the hold to Resy [o8] — transcript and timestamps on the page."
},
{
"n":3,
"step":"Show the after-dessert text to a table that finished at 8:40pm: a one-line check-in plus a one-tap Google review link, displayed against their current 4.5 on 278 reviews [o2]."
},
{
"n":4,
"step":"Show the plain-sentence rules panel that runs it: 'when the phone rings between 5 and 10, answer it; when a table closes out, send the review text' [o4]."
}
],
"posture":"Tell me the thing you want done that you believe I shouldn’t be able to do, and watch me demonstrate it."
},
"findings": [
{
"text":"Google lists Guesthouse Marin as “American Restaurant” in Kentfield, rated 4.5 on 278 reviews.",
"source": {
"kind":"google_places",
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"title":"Google Maps listing"
},
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"text":"Your site says: “Please specify when booking whether you want to sit inside or outside when making your reservation.”",
"source": {
"kind":"company_site",
"url":"http://www.guesthousemarin.com/",
"title":"guesthousemarin.com"
},
"quote":"Please specify when booking whether you want to sit inside or outside when making your reservation.",
"source_link": {
"url":"http://www.guesthousemarin.com/",
"text":"guesthousemarin.com"
}
},
{
"text":"The site shows one address: info@guesthousemarin.com.",
"source": {
"kind":"company_site",
"url":"http://www.guesthousemarin.com/contact",
"title":"contact page"
},
"source_link": {
"url":"http://www.guesthousemarin.com/contact",
"text":"contact page"
}
},
{
"text":"Linked from the site: facebook, instagram.",
"source": {
"kind":"company_site",
"url":"https://www.facebook.com/GuesthouseMarin",
"title":"facebook"
},
"source_link": {
"url":"https://www.facebook.com/GuesthouseMarin",
"text":"facebook"
}
},
{
"text":"Open 7 days a week (Google hours).",
"source": {
"kind":"google_places",
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"title":"Google Maps listing"
},
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"text":"A five-star review says: “We had a great first experience at Guesthouse today! The cocktails were extremely delicious, just as we expected after hearing their reputation for having great…”",
"source": {
"kind":"google_places",
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"title":"Google review, 2 months ago"
},
"quote":"We had a great first experience at Guesthouse today! The cocktails were extremely delicious, just as we expected after hearing their reputation for having great",
"source_link": {
"url":"https://maps.google.com/?cid=12396710900543868168&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review, 2 months ago"
}
}
],
"could_help": [
{
"id":"ads",
"name":"Meta ads",
"url":"https://miscsubjects.com/#workspace",
"what":"Meta ads run for the business, with the math from money spent to jobs booked.",
"why":"no pixel was seen on your site, so no Meta ads run through it yet",
"link": {
"url":"https://miscsubjects.com/#workspace",
"text":"Meta ads"
}
},
{
"id":"imessage",
"name":"iMessage line",
"url":"https://miscsubjects.com/#number",
"what":"An iMessage line on the phone number the business already uses, answered by an AI assistant.",
"why":"the number on your listing ((415) 419-5101) can answer texts through an assistant like the one on this page",
"link": {
"url":"https://miscsubjects.com/#number",
"text":"iMessage line"
}
},
{
"id":"whatsapp",
"name":"WhatsApp Business",
"url":"https://miscsubjects.com/#number",
"what":"A WhatsApp Business account set up for the business, and answered by an AI assistant.",
"why":"a second line customers already have",
"link": {
"url":"https://miscsubjects.com/#number",
"text":"WhatsApp Business"
}
},
{
"id":"leads",
"name":"Leads & outreach",
"url":"https://miscsubjects.com/#try",
"what":"Finding businesses to contact, collecting their details, and writing to them.",
"why":"this page is one: a lead found, read, and written to with what was found",
"link": {
"url":"https://miscsubjects.com/#try",
"text":"Leads & outreach"
}
}
],
"assistant": {
"id":"obj_2e543f2f6b2849e08794f2d8",
"page":"https://miscsubjects.com/live/o/obj_2e543f2f6b2849e08794f2d8",
"model":"the build’s default model when a text needs one; a rule answers without one",
"knows":"8 things",
"readable_by":"Guesthouse Marin after signing in (the link is in the letter), and the owner"
},
"channels": [
{
"channel":"email",
"line":"cc@llmasos.com",
"works":"no",
"why":"GET /api/outreach: Google wants you to sign in to cc@llmasos.com again before this build may send from it."
},
{
"channel":"imessage",
"line":"imessage:+17079135888",
"works":"yes",
"why":"GET /api/messaging/lines: works"
},
{
"channel":"imessage",
"line":"imessage:+14155480666",
"works":"yes",
"why":"GET /api/messaging/lines: works"
},
{
"channel":"imessage",
"line":"imessage:massoumi.cyrus@icloud.com",
"works":"yes",
"why":"GET /api/messaging/lines: works"
},
{
"channel":"imessage",
"line":"imessage:massoumi.cyrus@gmail.com",
"works":"yes",
"why":"GET /api/messaging/lines: works"
},
{
"channel":"blooio",
"line":"blooio:+14245040908",
"works":"no",
"why":"the key BLOOIO_API_KEY reports no number attached: Blooio answered GET /me for BLOOIO_API_KEY with devices: [] (its device list came back empty), so +14245040908 is declared by this build (src/bunny.js:9 BUNNY_LINES (Blooio #1)) but no Blooio device is confirmed for it"
},
{
"channel":"blooio",
"line":"blooio:+14245134626",
"works":"no",
"why":"the key BLOOIO_API_KEY reports no number attached: Blooio answered GET /me for BLOOIO_API_KEY with devices: [] (its device list came back empty), so +14245134626 is declared by this build (src/tools/ported/fn_runners.js:1477 BLOOIO_FROM_NUMBER default) but no Blooio device is confirmed for it"
},
{
"channel":"blooio",
"line":"blooio:+12065711028",
"works":"no",
"why":"the key BLOOIO2_API_KEY reports no number attached: Blooio answered GET /me for BLOOIO2_API_KEY with devices: [] (its device list came back empty), so +12065711028 is declared by this build (src/bunny.js:10 BUNNY_LINES (Blooio #2)) but no Blooio device is confirmed for it"
},
{
"channel":"whatsapp",
"line":"whatsapp",
"works":"no",
"why":"the 2chat key is not on this build: the Worker has no secret TWOCHAT_API_KEY (it is in the Cloudflare Secrets Store, not bound to this Worker)"
},
{
"channel":"linked",
"line":"linked:wa_hu8vvbyj",
"works":"no",
"why":"the linked number is waiting_for_scan"
},
{
"channel":"linked",
"line":"linked:wa_wencjf5m",
"works":"no",
"why":"the linked number is waiting_for_scan"
}
],
"text_it": {
"line":null,
"how":"No line is attached to this assistant: no line of this build passed its delivery check for it."
},
"disclosure": {
"what_ran":"A language model (openrouter/z-ai/glm-5.3) read the observations above and chose Guesthouse Marin; its rationale, the observations it used and its inferences are shown as it gave them, after this build’s code checked that every inference names an observation. This page was assembled by the build’s code from that record. Nothing has been sent.",
"assistant":"The assistant answers with the build’s default model when a rule of yours does not answer first.",
"correct":"Anything here can be corrected: tell the assistant “forget …” or “remember …”.",
"made_at":"2026-10-09T23:26:07.737Z"
}
},
"card_fields": [
"lead.name",
"lead.town",
"selection.score"
],
"ontology": {
"above": [],
"below": [],
"adjacent": [],
"nested": [],
"show_position":false
},
"body": [
"## Why this AI contacted you\n\nGuesthouse Marin: a model read 15 public facts about you and chose you; its reasons are below, next to every fact with its source. Correct any of it here.",
"## The demonstration prepared for you\n\n> Tell me the thing you want done that you believe I shouldn’t be able to do, and watch me demonstrate it.\n\n**Slammed Friday, Every Call Answered — and the Review Asked at 8:40pm.** A page that plays a simulated 7:12pm Friday call — answered, offered inside / heated covered outdoor / bar seating per their own booking instruction [o6] and handed to their Resy flow [o8] — followed by the after-dessert review text shown beside their 4.5 on 278 [o2].",
{
"type":"table",
"ref":"#facts.demonstration.steps_rows",
"columns": [
{
"key":"n",
"label":"#"
},
{
"key":"step",
"label":"Step"
}
],
"title":"What it would show, step by step",
"note":"Proposed by the model from the observations below; Guesthouse Marin has not confirmed any of it."
},
"## Why a model chose you\n\nAn evening-service restaurant [o1] with 278 public reviews at 4.5 [o2] and a reviewer's own words — 'Slammed on a Friday night' [o15] — which makes the restaurant capabilities (phone answered during service, review asked after dessert) directly demonstrable using their posted hours [o4], their own inside/outside booking instruction [o6], and their Resy handoff [o8].\n\nProposed use: Restaurant: the phone answered through every service hour [o4] and the review asked after dessert, run by an assistant that knows their seating options and Resy handoff.",
{
"type":"table",
"ref":"#facts.selection.model.observations",
"columns": [
{
"key":"id",
"label":"Id"
},
{
"key":"text",
"label":"Observed"
},
{
"key":"proves",
"label":"Proves"
},
{
"key":"does_not_prove",
"label":"Does not prove"
},
{
"key":"used",
"label":"Used"
},
{
"key":"source_link",
"label":"Source"
}
],
"title":"Observations: what was read, and where",
"note":"Facts read from the Google listing and the site. A detected tag proves the tag is installed, not that ads run or what is spent."
},
{
"type":"table",
"ref":"#facts.selection.model.inferences",
"columns": [
{
"key":"text",
"label":"Inferred"
},
{
"key":"basis",
"label":"From"
},
{
"key":"caution",
"label":"Caution"
}
],
"title":"Inferences: what the model concluded from them",
"note":"Each names the observations it rests on; an inference without one was dropped by code."
},
{
"type":"table",
"ref":"#facts.selection.criteria",
"columns": [
{
"key":"name",
"label":"Criterion"
},
{
"key":"met",
"label":"Met"
},
{
"key":"evidence",
"label":"Evidence"
}
],
"title":"The records checked first: 6 of 7 criteria",
"note":"Checked by code before any model saw you."
},
"## What I found",
{
"type":"table",
"ref":"#facts.findings",
"columns": [
{
"key":"text",
"label":"Finding"
},
{
"key":"source_link",
"label":"Source"
}
],
"title":"Findings, each with its source"
},
"## What I could help you do",
{
"type":"table",
"ref":"#facts.could_help",
"columns": [
{
"key":"name",
"label":"What"
},
{
"key":"why",
"label":"Why it fits"
},
{
"key":"link",
"label":"More"
}
],
"title":"From the front page, the parts that fit"
},
"## Your assistant\n\nThe card below is your assistant. It already knows the findings above. Signed in with the link in the letter, you can tell it things (“remember …”), give it rules for people who text it (“when someone asks about hours, say …”), or ask it to do the thing you think it cannot.",
{
"type":"object",
"id":"obj_2e543f2f6b2849e08794f2d8",
"snapshot": {
"kind":"assistant",
"title":"Guesthouse Marin’s assistant",
"notes":"Knows 8 things about Guesthouse Marin, each with its source. Guesthouse Marin programs it after signing in."
}
},
"## How it can reach you",
{
"type":"table",
"ref":"#facts.channels",
"columns": [
{
"key":"channel",
"label":"Channel"
},
{
"key":"line",
"label":"Line"
},
{
"key":"works",
"label":"Works now"
},
{
"key":"why",
"label":"Checked by"
}
],
"title":"Channels, as this build’s configuration reports them",
"note":"Read from the live configuration when this page was made; a channel is not counted as working until its own check passes."
},
"## What ran, and what did not",
{
"type":"json",
"ref":"#facts.disclosure",
"title":"Disclosure",
"open_depth":2
}
],
"sources": [
{
"id":"s1",
"url":"http://www.guesthousemarin.com/",
"title":"guesthousemarin.com",
"publisher":"guesthousemarin.com",
"source_type":"company_site",
"quote":"Please specify when booking whether you want to sit inside or outside when making your reservation.",
"quote_sha256":"47d7b8c077ad18fd59f2d9ccb3942f30a4ebff4064298be05314d8d269cc2561"
}
],
"comments": [],
"type":"article",
"created":"2026-10-09T23:20:03.151Z",
"updated":"2026-10-09T23:26:12.802Z",
"version":2,
"hash":"f40533c3dd1de88bacffeb7732cae9596f2df264d15146c192c12fb81533709d",
"styling": {
"scope":"shared",
"how":"no value on the page is set by hand: each comes from this theme, and each theme value becomes the CSS variable named beside it. PATCH https://miscsubjects.com/api/jarticles/theme changes them.",
"widget_style": {
"what":"every widget may carry style: {…}; these are the only keys it reads",
"rotate":"degrees, a number",
"offset_x":"pixels, a number",
"offset_y":"pixels, a number",
"pulse":"true to pulse"
},
"theme": {
"color": {
"page_bg":"#f5f5f7",
"sheet_bg":"#ffffff",
"ink":"#1d1d1f",
"soft":"#424245",
"muted":"#6e6e73",
"dim":"#86868b",
"line":"#d2d2d7",
"accent":"#0071e3",
"accent_soft":"rgba(0,113,227,0.08)",
"link":"#0066cc",
"selection":"rgba(0,113,227,0.18)",
"widget_bg":"#f5f5f7",
"widget_border":"#d2d2d7",
"card_bg":"#ffffff",
"code_bg":"#f5f5f7",
"json_bg":"#161b19",
"json_ink":"#e6e1d4",
"json_key":"#7fd3c3",
"json_string":"#e9c46a",
"json_number":"#f4a261",
"json_bool":"#c792ea",
"json_null":"#928d7e",
"json_punct":"#6b6759",
"json_bar":"#0e1512",
"kind_badge_bg":"#0e6e60",
"kind_badge_ink":"#ffffff"
},
"color_dark": {
"page_bg":"#000000",
"sheet_bg":"#1d1d1f",
"ink":"#f5f5f7",
"soft":"#d2d2d7",
"muted":"#a1a1a6",
"dim":"#86868b",
"line":"#424245",
"accent":"#2997ff",
"accent_soft":"rgba(41,151,255,0.12)",
"link":"#2997ff",
"selection":"rgba(41,151,255,0.25)",
"widget_bg":"#2c2c2e",
"widget_border":"#424245",
"card_bg":"#1d1d1f",
"code_bg":"#2c2c2e",
"json_bg":"#0a0d0c",
"json_ink":"#e6e1d4",
"json_key":"#7fd3c3",
"json_string":"#e9c46a",
"json_number":"#f4a261",
"json_bool":"#c792ea",
"json_null":"#757062",
"json_punct":"#5d665f",
"json_bar":"#060807",
"kind_badge_bg":"#4fc1ab",
"kind_badge_ink":"#0b0f0d"
},
"font": {
"display":"-apple-system,BlinkMacSystemFont,\"SF Pro Display\",\"SF Pro Text\",\"Helvetica Neue\",Helvetica,Arial,sans-serif",
"body":"-apple-system,BlinkMacSystemFont,\"SF Pro Display\",\"SF Pro Text\",\"Helvetica Neue\",Helvetica,Arial,sans-serif",
"mono":"ui-monospace,SFMono-Regular,\"SF Mono\",Menlo,Consolas,monospace",
"google_fonts":""
},
"size": {
"body":"17px",
"small":"17px",
"eye":"17px",
"lead":"17px",
"h1":"52px",
"h2":"34px",
"h3":"22px",
"byline":"17px",
"h1_measure":"none",
"code":"17px",
"json":"17px",
"widget_title":"17px"
},
"leading": {
"body":"1.7",
"head":"1.18",
"lead":"1.5",
"json":"1.6"
},
"weight": {
"display":"700",
"head":"700",
"body":"400",
"strong":"700",
"eye":"700"
},
"tracking": {
"eye":"0.14em",
"display":"-0.03em",
"body":"-0.006em",
"badge":"0.08em"
},
"layout": {
"sheet_width":"1000px",
"text_width":"880px",
"gutter":"16px",
"sheet_padding":"56px 64px 64px",
"sheet_padding_mobile":"24px 18px 40px",
"sheet_margin":"28px auto 72px",
"block_gap":"1.15em",
"widget_gap":"28px",
"grid_gap":"14px"
},
"border": {
"sheet":"0px solid",
"sheet_radius":"30px",
"widget":"1px solid",
"widget_radius":"24px",
"card_radius":"24px",
"badge_radius":"999px",
"rule":"1px solid",
"code_radius":"18px",
"accent_bar":"3px"
},
"shadow": {
"sheet":"0 1px 1px rgba(0,0,0,.02),0 6px 26px rgba(0,0,0,.05)",
"widget":"none",
"card_hover":"0 10px 28px -16px rgba(28,27,23,0.35)"
},
"motion": {
"hover":"160ms ease"
}
}
},
"page":"https://miscsubjects.com/a/invite-chij-x1weysrhyarce0hkul2caw",
"json":"https://miscsubjects.com/a/invite-chij-x1weysrhyarce0hkul2caw.json",
"markdown":"https://miscsubjects.com/a/invite-chij-x1weysrhyarce0hkul2caw.md",
"theme":"https://miscsubjects.com/article-theme.json",
"calls": [
{
"what":"this article as a page (no key)",
"method":"GET",
"url":"https://miscsubjects.com/a/invite-chij-x1weysrhyarce0hkul2caw",
"headers": {}
},
{
"what":"this article as its object (no key)",
"method":"GET",
"url":"https://miscsubjects.com/a/invite-chij-x1weysrhyarce0hkul2caw.json",
"headers": {}
},
{
"what":"this article as Markdown (no key)",
"method":"GET",
"url":"https://miscsubjects.com/a/invite-chij-x1weysrhyarce0hkul2caw.md",
"headers": {}
},
{
"what":"the object with its hash, drafts too",
"method":"GET",
"url":"https://miscsubjects.com/api/jarticles/invite-chij-x1weysrhyarce0hkul2caw",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)"
}
},
{
"what":"one piece and that piece’s hash",
"method":"GET",
"url":"https://miscsubjects.com/api/jarticles/invite-chij-x1weysrhyarce0hkul2caw/at?path=facts",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)"
}
},
{
"what":"grep: every key or value that matches, with the path to change it",
"method":"GET",
"url":"https://miscsubjects.com/api/jarticles/invite-chij-x1weysrhyarce0hkul2caw/grep?q=owner",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)"
}
},
{
"what":"change pieces (set, merge, delete, append, insert, move); if-match is the hash",
"method":"PATCH",
"url":"https://miscsubjects.com/api/jarticles/invite-chij-x1weysrhyarce0hkul2caw",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)",
"content-type":"application/json",
"if-match":"<hash from the read>"
},
"body": {
"ops": [
{
"op":"set",
"path":"facts.example",
"value":1
}
]
}
},
{
"what":"replace the whole object",
"method":"PUT",
"url":"https://miscsubjects.com/api/jarticles/invite-chij-x1weysrhyarce0hkul2caw",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)",
"content-type":"application/json",
"if-match":"<hash>"
},
"body": {
"slug":"invite-chij-x1weysrhyarce0hkul2caw",
"title":"…"
}
},
{
"what":"fetch every source, hash what came back and check the quote is in it",
"method":"POST",
"url":"https://miscsubjects.com/api/jarticles/invite-chij-x1weysrhyarce0hkul2caw/verify",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)",
"content-type":"application/json"
},
"body": {}
},
{
"what":"an Obsidian-style command",
"method":"POST",
"url":"https://miscsubjects.com/api/jarticles/cli",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)",
"content-type":"application/json"
},
"body": {
"command":"backlinks",
"file":"invite-chij-x1weysrhyarce0hkul2caw"
}
}
]
}