All MARIN ELECTRIC: chosen by a model from 14 sourced observations, with a demonstration prepared: The 6:47pm Friday Call You Never Saw — Answered by Text in 30 Seconds, and an assistant that already knows them.
Why this AI contacted you
All MARIN ELECTRIC: a model read 14 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.
The 6:47pm Friday Call You Never Saw — Answered by Text in 30 Seconds. A single page carrying the whole thread: a missed Friday-evening call after posted hours [o4] answered by text within seconds with their own service menu [o6], a sample EV-charger quote with permitting [o12] followed up on day 2 and day 5, and the invoice that goes out the moment the job books.
What it would show, step by step
#
Step
1
Build the demo assistant from their service menu — panel upgrades, security cameras, Tesla/EV charging, Nest, Ring [o6] — and their posted 8–6 weekday hours [o4].
2
Show the simulated missed call at 6:47pm Friday, after posted hours [o4]: the AI's text lands in 30 seconds — 'Panel upgrade, EV charger, or cameras?' [o6] — timestamps visible.
3
Show the sample EV-charger quote including permitting start-to-finish [o12], with the automated day-2 and day-5 follow-up texts laid out as a timeline.
4
Show the booked job flipping to a texted invoice with a payment reminder, the entire exchange from missed call to paid invoice on one page.
Proposed by the model from the observations below; All MARIN ELECTRIC has not confirmed any of it.
Why a model chose you
An electrician [o1] with weekday-only posted hours [o4] whose service menu — panel upgrades, security cameras, Tesla/EV charging [o6] — gives the home-services demonstration its exact vocabulary, and whose 5.0 on 58 [o2] plus a reviewer's account of a turnkey EV install with permitting [o12] supplies concrete material for the missed-call-to-invoice thread.
Proposed use: Home services: missed calls answered instantly by text on the iMessage line provisioned for their number, quotes followed up automatically, and invoices sent — run by an assistant that knows their service menu.
Observations: what was read, and where
Id
Observed
Proves
Does not prove
Used
Source
o1
Google lists All MARIN ELECTRIC as “Electrician” in Novato.
Open 5 days a week by its Google hours (Monday: 8:00 AM – 6:00 PM; Tuesday: 8:00 AM – 6:00 PM; Wednesday: 8:00 AM – 6:00 PM; Thursday: 8:00 AM – 6:00 PM; Friday: 8:00 AM – 6:00 PM).
The home page reads, in part: “ALL MARIN ELECTRIC ALL MARIN ELECTRIC Online Service Request Electrical Panel Upgrades Security Cameras Tesla - ev charging Photo Gallery Nest Cameras Ring Video Doorbell pro electricians in marin Marin County Electricians More ALL MARIN ELECTRIC Online Service Request Electrical Panel Upgrades Security Cameras Tesla - ev charging Photo Gallery Nest Cameras Ring Video Doorbell pro electricians in marin Marin County…”
A 5-star Google review (6 months ago): “All Marin Electric = excellent work, fair pricing, quick turnaround, zero hassle. Alex managed our EV charger installation and permitting start to finish — and got it done fast. Skilled, professional, and genuinely easy…”
A 5-star Google review (6 months ago): “Alex came out to replace/update all of our smoke detectors, including disconnecting several that were connected to the old alarm system in our house, and also fixed the wiring on two outdoor lights. He was prompt,…”
A 5-star Google review (3 years ago): “All Marin Electric advises and executes top notch, professional installations. They take great care on custom work to ensure the best outcome. I highly recommend them!”
A five-star review says: “All Marin Electric = excellent work, fair pricing, quick turnaround, zero hassle. Alex managed our EV charger installation and permitting start to finish — and…”
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 All MARIN ELECTRIC; 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": "2026-10-09T23:26:19.344Z"
}
References (1)
allmarinelectric.com — allmarinelectric.com“Elevate your expectations with All Marin Electric – the premier choice for top-tier electrical contractor services in Marin County.”
the whole object this page is drawn from, as JSON
{
"schema":"https://miscsubjects.com/schemas/jarticle.json",
"status":"published",
"slug":"invite-chij075iprmihyariw-m05hpgc8",
"title":"Why a model chose All MARIN ELECTRIC",
"kind":"person",
"summary":"All MARIN ELECTRIC: chosen by a model from 14 sourced observations, with a demonstration prepared: The 6:47pm Friday Call You Never Saw — Answered by Text in 30 Seconds, and an assistant that already knows them.",
"tags": [
"invitation",
"home-services"
],
"facts": {
"lead": {
"id":"places:ChIJ075iprmihYARiW-M05HPGC8",
"name":"All MARIN ELECTRIC",
"what":"Electrician",
"use_case":"Home services",
"town":"Novato",
"website":"https://allmarinelectric.com/",
"google_maps":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"rating":5,
"reviews":58,
"found_at":"2026-09-28T21:21:25.765Z",
"site_visited_at":"2026-09-28T21:23:51.049Z"
},
"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":"1 page answered 200 on 2026-09-28: https://allmarinelectric.com/"
},
{
"id":"email",
"name":"Shows an email address on its own site",
"met":true,
"evidence":"wweeiihhuuaanngg@gmail.com (found on the site)"
},
{
"id":"use_case",
"name":"Is a kind of business the front page serves",
"met":true,
"evidence":"Home services (Google: electrician)"
},
{
"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":"5 on 58 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":"2026-10-09T23:19:42.004Z",
"rationale":"An electrician [o1] with weekday-only posted hours [o4] whose service menu — panel upgrades, security cameras, Tesla/EV charging [o6] — gives the home-services demonstration its exact vocabulary, and whose 5.0 on 58 [o2] plus a reviewer's account of a turnkey EV install with permitting [o12] supplies concrete material for the missed-call-to-invoice thread.",
"use_case":"Home services: missed calls answered instantly by text on the iMessage line provisioned for their number, quotes followed up automatically, and invoices sent — run by an assistant that knows their service menu.",
"observations": [
{
"id":"o1",
"text":"Google lists All MARIN ELECTRIC as “Electrician” in Novato.",
"proves":"the kind of business Google files it under",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o2",
"text":"Google shows a rating of 5 on 58 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=3393690544450072457&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=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o4",
"text":"Open 5 days a week by its Google hours (Monday: 8:00 AM – 6:00 PM; Tuesday: 8:00 AM – 6:00 PM; Wednesday: 8:00 AM – 6:00 PM; Thursday: 8:00 AM – 6:00 PM; Friday: 8:00 AM – 6:00 PM).",
"proves":"the hours posted on Google",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&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":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"id":"o6",
"text":"The home page reads, in part: “ALL MARIN ELECTRIC ALL MARIN ELECTRIC Online Service Request Electrical Panel Upgrades Security Cameras Tesla - ev charging Photo Gallery Nest Cameras Ring Video Doorbell pro electricians in marin Marin County Electricians More ALL MARIN ELECTRIC Online Service Request Electrical Panel Upgrades Security Cameras Tesla - ev charging Photo Gallery Nest Cameras Ring Video Doorbell pro electricians in marin Marin County…”",
"proves":"what the site says about itself",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"allmarinelectric.com as read 2026-09-28 (home page text)"
}
},
{
"id":"o7",
"text":"The site is built on GoDaddy.",
"proves":"the site’s platform, from its code",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"allmarinelectric.com as read 2026-09-28"
}
},
{
"id":"o8",
"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":"https://allmarinelectric.com/",
"text":"allmarinelectric.com as read 2026-09-28 (page code)"
}
},
{
"id":"o9",
"text":"No online booking service was seen in the pages read.",
"proves":"none was found on the pages read",
"does_not_prove":"that it takes no bookings online elsewhere",
"used":"",
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"allmarinelectric.com as read 2026-09-28"
}
},
{
"id":"o10",
"text":"A chat box from Intercom is on the site.",
"proves":"a chat widget is installed",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"allmarinelectric.com as read 2026-09-28 (page code)"
}
},
{
"id":"o11",
"text":"The site shows one email address (on gmail.com).",
"proves":"a public email address exists",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"allmarinelectric.com as read 2026-09-28 (contact page)"
}
},
{
"id":"o12",
"text":"A 5-star Google review (6 months ago): “All Marin Electric = excellent work, fair pricing, quick turnaround, zero hassle. Alex managed our EV charger installation and permitting start to finish — and got it done fast. Skilled, professional, and genuinely easy…”",
"proves":"what one reviewer wrote",
"does_not_prove":"",
"used":"yes",
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review"
}
},
{
"id":"o13",
"text":"A 5-star Google review (6 months ago): “Alex came out to replace/update all of our smoke detectors, including disconnecting several that were connected to the old alarm system in our house, and also fixed the wiring on two outdoor lights. He was prompt,…”",
"proves":"what one reviewer wrote",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review"
}
},
{
"id":"o14",
"text":"A 5-star Google review (3 years ago): “All Marin Electric advises and executes top notch, professional installations. They take great care on custom work to ensure the best outcome. I highly recommend them!”",
"proves":"what one reviewer wrote",
"does_not_prove":"",
"used":"",
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review"
}
}
],
"inferences": [
{
"text":"Calls arriving outside the posted 8–6 weekday hours [o4] plausibly find no one, and the site's chat widget [o10] cannot catch a missed phone call [o5].",
"basis":"o4, o5, o10",
"caution":"o5 does not prove that it can receive texts"
},
{
"text":"EV-charger installation handled start-to-finish with permitting is a signature job worth quoting in the demonstration.",
"basis":"o6, o12",
"caution":""
}
],
"demonstration": {
"title":"The 6:47pm Friday Call You Never Saw — Answered by Text in 30 Seconds",
"summary":"A single page carrying the whole thread: a missed Friday-evening call after posted hours [o4] answered by text within seconds with their own service menu [o6], a sample EV-charger quote with permitting [o12] followed up on day 2 and day 5, and the invoice that goes out the moment the job books.",
"steps": [
"Build the demo assistant from their service menu — panel upgrades, security cameras, Tesla/EV charging, Nest, Ring [o6] — and their posted 8–6 weekday hours [o4].",
"Show the simulated missed call at 6:47pm Friday, after posted hours [o4]: the AI's text lands in 30 seconds — 'Panel upgrade, EV charger, or cameras?' [o6] — timestamps visible.",
"Show the sample EV-charger quote including permitting start-to-finish [o12], with the automated day-2 and day-5 follow-up texts laid out as a timeline.",
"Show the booked job flipping to a texted invoice with a payment reminder, the entire exchange from missed call to paid invoice on one page."
]
},
"checks": []
}
},
"demonstration": {
"title":"The 6:47pm Friday Call You Never Saw — Answered by Text in 30 Seconds",
"summary":"A single page carrying the whole thread: a missed Friday-evening call after posted hours [o4] answered by text within seconds with their own service menu [o6], a sample EV-charger quote with permitting [o12] followed up on day 2 and day 5, and the invoice that goes out the moment the job books.",
"steps": [
"Build the demo assistant from their service menu — panel upgrades, security cameras, Tesla/EV charging, Nest, Ring [o6] — and their posted 8–6 weekday hours [o4].",
"Show the simulated missed call at 6:47pm Friday, after posted hours [o4]: the AI's text lands in 30 seconds — 'Panel upgrade, EV charger, or cameras?' [o6] — timestamps visible.",
"Show the sample EV-charger quote including permitting start-to-finish [o12], with the automated day-2 and day-5 follow-up texts laid out as a timeline.",
"Show the booked job flipping to a texted invoice with a payment reminder, the entire exchange from missed call to paid invoice on one page."
],
"steps_rows": [
{
"n":1,
"step":"Build the demo assistant from their service menu — panel upgrades, security cameras, Tesla/EV charging, Nest, Ring [o6] — and their posted 8–6 weekday hours [o4]."
},
{
"n":2,
"step":"Show the simulated missed call at 6:47pm Friday, after posted hours [o4]: the AI's text lands in 30 seconds — 'Panel upgrade, EV charger, or cameras?' [o6] — timestamps visible."
},
{
"n":3,
"step":"Show the sample EV-charger quote including permitting start-to-finish [o12], with the automated day-2 and day-5 follow-up texts laid out as a timeline."
},
{
"n":4,
"step":"Show the booked job flipping to a texted invoice with a payment reminder, the entire exchange from missed call to paid invoice on one page."
}
],
"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 All MARIN ELECTRIC as “Electrician” in Novato, rated 5 on 58 reviews.",
"source": {
"kind":"google_places",
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"title":"Google Maps listing"
},
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"text":"Your site says: “Elevate your expectations with All Marin Electric – the premier choice for top-tier electrical contractor services in Marin County.”",
"source": {
"kind":"company_site",
"url":"https://allmarinelectric.com/",
"title":"allmarinelectric.com"
},
"quote":"Elevate your expectations with All Marin Electric – the premier choice for top-tier electrical contractor services in Marin County.",
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"allmarinelectric.com"
}
},
{
"text":"The site runs on GoDaddy.",
"source": {
"kind":"company_site",
"url":"https://allmarinelectric.com/",
"title":"allmarinelectric.com (as visited 2026-09-28)"
},
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"allmarinelectric.com (as visited 2026-09-28)"
}
},
{
"text":"The site shows one address: wweeiihhuuaanngg@gmail.com.",
"source": {
"kind":"company_site",
"url":"https://allmarinelectric.com/",
"title":"contact page"
},
"source_link": {
"url":"https://allmarinelectric.com/",
"text":"contact page"
}
},
{
"text":"Open 5 days a week (Google hours).",
"source": {
"kind":"google_places",
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"title":"Google Maps listing"
},
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google Maps listing"
}
},
{
"text":"A five-star review says: “All Marin Electric = excellent work, fair pricing, quick turnaround, zero hassle. Alex managed our EV charger installation and permitting start to finish — and…”",
"source": {
"kind":"google_places",
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"title":"Google review, 6 months ago"
},
"quote":"All Marin Electric = excellent work, fair pricing, quick turnaround, zero hassle. Alex managed our EV charger installation and permitting start to finish — and",
"source_link": {
"url":"https://maps.google.com/?cid=3393690544450072457&g_mp=Cidnb29nbGUubWFwcy5wbGFjZXMudjEuUGxhY2VzLlNlYXJjaFRleHQQAhgEIAA",
"text":"Google review, 6 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) 634-7878) 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_d1a8d78b0e1fd84685531a6d",
"page":"https://miscsubjects.com/live/o/obj_d1a8d78b0e1fd84685531a6d",
"model":"the build’s default model when a text needs one; a rule answers without one",
"knows":"8 things",
"readable_by":"All MARIN ELECTRIC 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 All MARIN ELECTRIC; 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":"2026-10-09T23:26:19.344Z"
}
},
"card_fields": [
"lead.name",
"lead.town",
"selection.score"
],
"ontology": {
"above": [],
"below": [],
"adjacent": [],
"nested": [],
"show_position":false
},
"body": [
"## Why this AI contacted you\n\nAll MARIN ELECTRIC: a model read 14 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**The 6:47pm Friday Call You Never Saw — Answered by Text in 30 Seconds.** A single page carrying the whole thread: a missed Friday-evening call after posted hours [o4] answered by text within seconds with their own service menu [o6], a sample EV-charger quote with permitting [o12] followed up on day 2 and day 5, and the invoice that goes out the moment the job books.",
{
"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; All MARIN ELECTRIC has not confirmed any of it."
},
"## Why a model chose you\n\nAn electrician [o1] with weekday-only posted hours [o4] whose service menu — panel upgrades, security cameras, Tesla/EV charging [o6] — gives the home-services demonstration its exact vocabulary, and whose 5.0 on 58 [o2] plus a reviewer's account of a turnkey EV install with permitting [o12] supplies concrete material for the missed-call-to-invoice thread.\n\nProposed use: Home services: missed calls answered instantly by text on the iMessage line provisioned for their number, quotes followed up automatically, and invoices sent — run by an assistant that knows their service menu.",
{
"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_d1a8d78b0e1fd84685531a6d",
"snapshot": {
"kind":"assistant",
"title":"All MARIN ELECTRIC’s assistant",
"notes":"Knows 8 things about All MARIN ELECTRIC, each with its source. All MARIN ELECTRIC 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":"https://allmarinelectric.com/",
"title":"allmarinelectric.com",
"publisher":"allmarinelectric.com",
"source_type":"company_site",
"quote":"Elevate your expectations with All Marin Electric – the premier choice for top-tier electrical contractor services in Marin County.",
"quote_sha256":"5813e8897291a46785ee821d39616f48c1012cc9b988b377659d016bd6734a1f"
}
],
"comments": [],
"type":"article",
"created":"2026-10-09T23:20:12.839Z",
"updated":"2026-10-09T23:26:22.755Z",
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"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"
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"sheet_bg":"#ffffff",
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"eye":"17px",
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"h2":"34px",
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{
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"headers": {}
},
{
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"method":"GET",
"url":"https://miscsubjects.com/a/invite-chij075iprmihyariw-m05hpgc8.md",
"headers": {}
},
{
"what":"the object with its hash, drafts too",
"method":"GET",
"url":"https://miscsubjects.com/api/jarticles/invite-chij075iprmihyariw-m05hpgc8",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)"
}
},
{
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"method":"GET",
"url":"https://miscsubjects.com/api/jarticles/invite-chij075iprmihyariw-m05hpgc8/at?path=facts",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)"
}
},
{
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"method":"GET",
"url":"https://miscsubjects.com/api/jarticles/invite-chij075iprmihyariw-m05hpgc8/grep?q=owner",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)"
}
},
{
"what":"change pieces (set, merge, delete, append, insert, move); if-match is the hash",
"method":"PATCH",
"url":"https://miscsubjects.com/api/jarticles/invite-chij075iprmihyariw-m05hpgc8",
"headers": {
"x-sheets-key":"$(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-chij075iprmihyariw-m05hpgc8",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)",
"content-type":"application/json",
"if-match":"<hash>"
},
"body": {
"slug":"invite-chij075iprmihyariw-m05hpgc8",
"title":"…"
}
},
{
"what":"fetch every source, hash what came back and check the quote is in it",
"method":"POST",
"url":"https://miscsubjects.com/api/jarticles/invite-chij075iprmihyariw-m05hpgc8/verify",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)",
"content-type":"application/json"
},
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{
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"method":"POST",
"url":"https://miscsubjects.com/api/jarticles/cli",
"headers": {
"x-sheets-key":"$(cat /Users/cyrusmassoumi/.misc-sheets-key)",
"content-type":"application/json"
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}