Clara, the new hire

A teammate's command is its own path (Nov 4, decided)

Decided, Nov 4 2026 (Fede, evening, session 005): "if a teammate is saying take this action take it" · "regardless of the human hold" · "its not clara autonomous. its a command from a teammate" · "we cant do a quick fix" · 18:06: "regardless of a human is in the thread. If it's supervised that still applies." Owner: 005. All five open sessions confirmed nobody else holds this area (Nov 4, 18:40 MT).

Decisions for Fede (yes / hold)

1. Off and Preview: settled, option A (Fede 18:06: "if it's supervised that still applies"; Smith for Gera's chain: both A). Off refuses; Preview drafts and sends nothing; Supervised holds for approval.
2. The permanent mute (separate from the command path). Today, once a teammate answers a prospect by hand, Clara is muted on that person for good. A: Clara steps back while a teammate is active and resumes when the prospect writes again and nobody on the team answers within a short window (recommended). B: the hold lifts when the teammate tells Clara "take it back". C: keep it permanent.

Out of this chain, named: Bev's original email to Fede is the case the ruling implies should also work by email. Staff email to Clara is not routed to a company today; the one-pipeline design (Nov 3) is the dependency.

Retiring the tour reply helper (Nov 3, decided: A, shipping)

Decided Nov 3 2026: option A, under Fede's "retire this helper" (the standing grant; A keeps what renters get today, an immediate cancel). Fede may override. Fede: "lets look at the history and put this in a test harness - test what happens if we remove it", then "retire this helper".

Four small PRs, no switch. After the first two, the replay shows tour changes better (worse 7 → 4), no tour booked that nobody picked (2 → 0), and every "I need to cancel" cancelled (84 of 84).

Re-evaluation: when Clara speaks on a staff thread (Nov 2, decided)

Decided, Nov 2 2026: Option A. Fede: "yes, this should always be our default." Building as a fix, no switch; the stay-quiet PR #24533 is closed after the inspection below; A ships as its own small chain.

Fede's premise: "we should be reasoning on whether they asked us a question or not, not having hardcoded characters." Every punctuation, name-position or regex rule on this path is debt and goes.

Morning decide list, Nov 2 (Situs ways of working)

Two independent studies of Situs's year of email and all guest-card messages (Fable, Opus), a harness of real VA-to-team exchanges, local POCs, and the landscape. Nothing below is on; each row is one yes/hold.

Curb-arrival and confirm-or-cancel POC: branch fede/poc-va-arrival-confirm (local only), 0 sends in every run; Clara's actual replies were not run, only what she is handed; today's "confirmed" note to the host is text-only, so Situs hosts (no phones on file) never get it; nothing was sent to anyone. Design and results: tour confirm-or-cancel.

Root cause, Nov 3: Clara lost the reply to her own check-in

Proposed — pending review · read-only: nothing sent, nothing changed · built from production records, code on main, and the PR and session history (sources at the end)

Deiby's reply named the tour in its subject line. The reply step is built to match such a reply to its check-in by the email's headers, and for check-ins it drops that match on purpose. Four more links then broke in a row. Had the match been kept and used, both replies could have gone to Deiby's own thread at the tour's building, where sending was on, with Clara's question in view.

BEFORE  Nov 3, 4:53 PM MT. Deiby answers Clara's email "Stephany M.'s 3:00 PM tour at Lampliter":
        "She actually ended up not showing up. Can you check in with her to reschedule please?"

 1 Reply step       built to match the reply to Clara's check-in by its headers;
                    for a check-in it tells the next step "nothing matched"           MATCH DROPPED
 2 Clara's turn     gets Deiby's new lines only; subject and quoted question cut      "SHE" HAS NO NAME
 3 Filing           the company's first building by id, the no-building fallback:
                    Situs CFC One, a placeholder marked "not in PropFlow"
                    ──► Deiby's Lampliter thread skipped ──► a NEW conversation       WRONG PLACE
 4 Clara            lists Deiby's open check-ins: Stephany, Patricia
                    ──► "Which one didn't show: Stephany … or Patricia …?"            ASKS ABOUT HER OWN QUESTION
 5 Send gate        team notices are off at Situs CFC One ──► blocked;
                    the inbound-email log says only "suppressed"                      DEIBY GETS NOTHING

AFTER   with the fixes below
   Reply step       keeps the match ──► Deiby's Lampliter thread, Clara's question in view
   Clara's turn     sees the subject and the quoted question
   Clara            records Deiby's note on that tour and follows up with that prospect
   Send gate        Lampliter, sending on ──► the reply reaches Deiby
                    any block is logged with its reason

The five failures in the chain

Why we keep missing basic functionality

"why does this keep happening on Clara as a coworker" … "do we not have previous context on what was sent? embarrassing"

Fede, Oct 16, on the same symptom by text: Kat wrote "She never showed", and Clara answered three times "I couldn't find that tour — who's this for?"

Recommendations, ranked

All are fixes to live behavior: no switch, live everywhere on merge (Sep 30 rule). Each is proven by a real staff email reply at Fairhaven, from a staff test mailbox in the Microsoft tenant, with record ids (testing playbook; Willows is closed since Nov 2). Unit tests are build hygiene, not proof.

Today: recover what Clara should have done (pending Fede's go)

• Patricia (true no-show): a text asking her to pick a new time. Preview ready.
• Stephany (cancelled, asked to reschedule): a text that picks up Lee's unanswered offer, including a late-afternoon showing. Preview ready.
• Deiby: one short answer that both are being followed up, and that Stephany cancelled rather than missed.
• Miriam: her 3:22 PM reply about Adia R.'s tour at Lampliter was blocked the same way. Not read in this pass; read it, then answer.
• How it goes out: the manual-send rail refuses to thread from Situs's one company line into a building's conversation, so both texts open a new thread under the Situs front door. Nothing is sent without approval of the exact words.
• The lasting fix for "nobody followed up with the prospect" is the follow-through design in #dropped-ball, not redesigned here.

Decisions for Fede

1. Send today's recovery messages (Patricia, Stephany, Deiby, then Miriam once read)? A. Yes. Recommended: recovering what Clara should have done is ours (Sep 30 rule); only the exact words need your OK. B. Hold.
2. Keep the email check-in on while fix 1 ships? A. Keep it on; fix 1 ships as urgent. Recommended: Situs agents answered three check-ins today, so the ask works; the reply path is the bug. B. Revert the email check-in until fix 1 is proven at Fairhaven; phoneless hosts get no check-in meanwhile.
3. One owner for every reply to anything Clara sent? A. Clara Refactor (001) owns it end to end: every door, every sender, the fixture set, and the seven open issues on this path. Recommended. B. One owner per door, as today.
4. Known gaps on a path that is live at a customer? A. Each follow-up issue gets an owner lane the same day and stays on the nightly sweep until closed. Recommended. B. As today: filed with no owner.

Sources: prod-facts, code-trace, pr-mining, session-mining and prior-decisions notes (Nov 3, session 012 scratchpad); code read on main e1d7fe14; the Situs building list (53 rows), the ingestion log, the delivery log and module-refusal rows pulled Nov 3; PR bodies #24426, #24435, #24534, #24746, #20110; PR and issue dates from GitHub; the open issues above. No message was sent. Prospect names appear as Clara's own notices print them.

Staff replies to Clara: one pipeline instead of six doors (Nov 3)

Proposed — pending review · design only; nothing sent or changed · builds on the Nov 3 root cause

Scope: a human on the customer's own team (anyone with a PersonRole at the company) reacting to anything Clara sent them, on any channel. Prospects, renters, vendors are out.

"deep. not individual bug fixes. systematic refactor."

Fede, Nov 3

TODAY     six doors; each one matches, decides who, picks a building and reads the words on its own

  email answering a tagged notice ──► 1 notice door      ─┐  5 ways to match the reply
  email answering a check-in      ──► 2 matter door       │  5 ways to decide "is this staff?"
  any other email to Clara        ──► 3 staff email turn  │  3 ways to pick the building
  email to the shared inbox       ──► 4 shared inbox      │  4+ ways to decide "is this for Clara?"
  a text                          ──► 5 text door         │  a refused reply is logged "suppressed",
  a call                          ──► 6 staff phone line ─┘  with no reason

PROPOSED  one pipeline, the same six steps on every channel

  email ─┐
  text  ─┼─► 1 WHO ─────► 2 MATCH ──────► 3 SCOPE ──────► 4 READ ───────► 5 ACT ────────► 6 DELIVER
  call  ─┘   roles, one   what Clara      the company,    one model      on the         from Clara at
             resolver     sent, from one  then the        read; may      matched        Propflow; every
                          register        record's        stay silent    thread         refusal keeps
                                          building                                      its reason

Recommended: option A. Five PRs, three lanes, no switch. Each goes live on merge, after a replay of all 74 exchanges and a real staff reply at Fairhaven.

Decisions for Fede

1. Which shape? A. One pipeline; each old door deleted as it is replaced. Recommended B. A front door over the six; old code deleted later. C. Keep the six; pass the match along.
2. Send today's recoveries (Somvang first, part 7)? A. Yes, words as previewed. Recommended B. Hold.
   Recovering is ours (Sep 30 rule); your OK covers the exact words and the two record fixes.
3. Staff calls? A. Same "who" and "what Clara sent you" now; call actions later, as a new default-off setting you turn on. Recommended B. Build call actions now.
4. Team notices off: does Clara still answer a teammate who writes to her? A. Yes; the switch stops notices, not answers. Recommended B. No, as today, reason logged.
   Your Sep 13 "dark" rule: whoever reaches Clara gets an answer. Tonight's shared-inbox fix keeps today's refusal; A lifts it in PR 5.

CLARA SENT                    REPLY DOOR             MATCHES THE REPLY BY       LANDS ON
tagged notice email ────────► 1 NOTICE DOOR          its reply tag ───────────► the notice's thread
check-in or matter email ───► 2 MATTER DOOR          its message id ──────────► the matter's thread
                                                     check-in: match DROPPED ─┐
any other email to Clara ───► 3 STAFF EMAIL TURN ◄────────────────────────────┘
                                                     nothing ─────────────────► a NEW conversation
email to the shared inbox ──► 4 SHARED INBOX         nothing ─────────────────► whoever claims the address
                                                                                (leasing@ = a test prospect)
a text ─────────────────────► 5 TEXT DOOR            one open ask, 24 hours ──► the line's staff thread
a call ─────────────────────► 6 STAFF PHONE LINE     nothing ─────────────────► the call record
some staff email ───────────► none of the six (lead router, "data only") ─────► dropped, no reply

DECIDED AGAIN AT EVERY DOOR
         WHO IS STAFF                     WHICH BUILDING              FOR CLARA? WHAT IS IT?
door 1   role, else the mailbox domain    notice's; files 1st by id   model read; approvals by "?"
door 2   owner, @propflowai.co, role or   matter's                    model read
         domain, current owner
door 3   role                             named, else FIRST BY ID     read skipped if only to Clara
door 4   address claim; role OR domain    the mailbox's               none: handled like a prospect
door 5   the phone's person and role      the line's                  one-open-ask rule; "which tour?"
door 6   the phone's person (Hugo: none)  the line's                  model; lookups only
SEND     every door: the module switch at "its" building; a refusal is logged "suppressed", no reason

TOTAL    5 ways to match · 5 ways to decide "staff" · 3 building pickers · 4+ readers of the words

A TEAMMATE REACTS: email, text or call; same steps on every channel
   │
 1 WHO      one resolver: the address decides the company, then the person, then their roles
   │        no role at the company ──► not this pipeline (prospect, renter and vendor paths)
 2 MATCH    the register of everything Clara sent a teammate: reply tag, message id, quoted text,
   │        the line's open asks ──► the notice, matter, tour, prospect and thread it answers,
   │        or the open asks it could answer; never a time window, never a guess
 3 SCOPE    the company, narrowed to the matched record's building, else a building the words name
   │        never a hidden or placeholder building, never "first building by id"
 4 READ     one model read: words, subject, quoted text, To/Cc with roles, thread, the match
   │        ──► answer · handled · question · note · for someone else · unclear
   │        staff talking to staff ──► silent
 5 ACT      Clara's turn on the matched thread, the match in her context:
   │        tour notes, relay to the prospect, close, look up, do what she was asked
 6 DELIVER  teammates hear from Clara at Propflow; one send gate at the scope from step 3
            every refusal stores its reason and scope; failures go to the alerts channel

Sources: staff-reaction corpus (88 message rows, 74 exchanges, Oct 5 to Nov 3, read-only from production), prod-facts, code-trace, pr-mining, session-mining and prior-decisions notes (Nov 3, session 012 scratchpad); code read on main a4eef6ba0e; the sender audit (011, Nov 3) and its merged fix #25042; the shared-inbox sender fix in flight (plan #25040); Gera's portfolio architecture page (model, wall, people, change); this page's #notice-context, #dropped-ball, #architecture, #core and #replay-harness sections. No message was sent.

Proof of concept result (Nov 4): 22 → 32 of 43, zero regressions; the chain starts

Local POC on branch fede/staff-reply-pipeline-poc, run on the subscription with the wire cut, both model columns complete runs on the same code; the overnight bar (net better, zero regressions) is met, so the fix chain (4 PRs, no switches) is being cut from it; the real Fairhaven staff reply is PR 1's proof.

A local proof of concept of the one-pipeline staff-reply design (who by roles, match from one register, company-first scope, one read, act on the matched thread), run against the 43-case staff-reaction harness on the local test world. One full run per column on the final POC code (branch fede/staff-reply-pipeline-poc, code at 484558bd1c). Nothing was sent; subscription only. Opus column via an env override used only for this run, proven by a control with a non-existent model name (8 not-found errors). The default model is unchanged.

Bottom line: 22 → 32 passing on today's models, 33 on Opus 5.5, zero regressions. The model gap (32 vs 33) is within run-to-run noise.

Totals

Cost: the runner reports no token counts; seconds per fixture (whole fixture: world seed, notice, reaction, grade, judge) are in the grid. On the subscription there is no metered cost.

What the POC fixes (10, current models)

seed-01, seed-02, seed-03 (check-in replies: run on the check-in's own thread at the tour's building, the tour and prospect carried, no "(by text)" on an email note, sent from clara@); seed-06 (call summary with no building: company scope, Clara texts Dale); seed-09 (coworker question on a company thread: quiet, company scope, never the hidden office); syn-01; syn-09 (no-building call question answered right this run; it flips, see variance); syn-17 (tour-cancelled notice now reaches the desk: rebook follow-up); syn-20 (digest reply finds its notice, Paula noted, Ben left alone); syn-22 (new email naming Birch: scoped to Birch, not the hidden office).

Breaks: none. Every fixture green on main is green on the POC, both models.

PR 1 green targets: 6 of 9 fully green (seed-01/02/03, seed-06, syn-01, syn-20). syn-18 now passes thread, scope and delivery (the PR 1 part: its reply finds the intro notice through the new register) and fails only the judge on wording (it passed in the earlier run). syn-02 and syn-19 stay red, below.

What stays red, and why

Opus vs current (this run): Opus also passes syn-19 (it leaves the tour id off the note) and fails nothing current passes: 33 vs 32, about 40% slower per fixture (median 16.7 s vs 11.7 s).

Run-to-run variance

Two full pairs were run (the earlier one before the last scope fix). Rows that changed verdict between them on the same model:

So the honest read is: current 32 both times, Opus 32 then 33; the model gap is within the noise of one or two judge-graded rows. Routing checks (thread, scope, subject, delivery) did not flip on any row.

Design deltas (what did not survive contact with the code)

1. Step 4, READ: the existing reader asks the wrong question. src/lib/domain/escalation/staff-loop/reply-meaning.ts classifies by "what should the renter hear" (answer / handled / question / note / unclear / for someone else). On a teammate's reply, "she no-showed, can you mark it", "close out Paula", "call him and explain" read as note or handled, and Clara went silent (POC run 1: 11 of 23 on the red set plus controls). The POC adds its own read, src/lib/domain/staff-reply/pipeline-read.ts: act / relay_to_person / remark / for_someone_else, with what Clara sent, the quote and everyone's roles. That flipped seed-06, syn-20, syn-22 and kept all controls quiet. The design's "one read" needs a new staff-reply taxonomy, not the renter-relay reader.
2. Step 4: the relays keep their own read. A decision-request answer (src/lib/domain/escalation/reply-release.ts) and a renter-ask answer (src/lib/team-notify/ingest.ts) each read again. The POC enters them from the pipeline with the match made (two reads on those paths). Merging means the relay takes the pipeline's reading as input.
3. Step 2, MATCH: forwards have no header to match. syn-02, syn-08. Needs the forwarded Message-ID from the body or a token in Clara's own footer; the design says header/SMS only.
4. Step 2: record-carrying staff sends were never in a register. sendEmail (src/lib/integrations/email/client.ts) only tagged record-less staff sends. The POC tags and registers every single-address staff send whose record names a conversation (staffRecordRegisterTagFor). That is what made syn-18/syn-20 match. Side effect to check: the check-in's Message-ID is now an rk_ id; the matter stores the real one, so the matter match still works.
5. Step 3, SCOPE: placeholders and "named in words". The company-line building is named after the company, so a signature "names" it. The POC drops a building whose name equals the company's from the words match, and stops narrowing by words once a record matched (syn-18). Production needs a real marker on the company-line building (role: 'company_line_umbrella' is not set in the fixture world). File: src/lib/domain/staff-reply/pipeline-match.ts.
6. Step 5, ACT on a renter's thread. A call-summary or renter-ask notice lives on the renter's conversation. The POC files the teammate's words there as a team row and runs the desk turn in place (inboundOnThread), the pattern notice-thread-turn.ts already uses, instead of writing the staff words as the renter's inbound.
7. Step 5: "(by text)" was hardcoded in every desk card-note label (staff-desk-writes.ts, staff-leasing-desk.ts); the POC labels by the channel the teammate used. The tool log still says actor=clara-sms on an email turn.
8. Not wired: text and phone. Only the email door goes through the pipeline. All 5 text fixtures were green on main and are unchanged.

PR 1 merged and proven live (Nov 4, 12:16Z)

The first slice of the chain, #25097 (a teammate's reply carries its match into the turn), merged at 09:58Z and was in production by 11:59Z. Two review rounds: the org fence was skipped for matter matches, and a notice row registered on the same Message-ID let the notice door take an owner's reply before the matter's own release ran. The door now steps aside for a matter, in one place, on both lanes.

Live proof at Fairhaven. A leasing-agent test mailbox replied to Clara's Nov 2 check-in on Tobias W.'s tour ("It went well… wants to apply this week. Please add that to his card."). The reply matched the check-in, stayed on its thread and building, the tour was marked attended with the note queued to the card, the check-in went from waiting on staff to resolved, and Clara's answer reached the mailbox from clara@propflowai.co 58 seconds later. Ids: PR comment. Two cosmetic follow-ups filed: the "Property:" line appears twice (#25137) and the sender name reads "Clara" instead of "Clara at Propflow" (#25138).

Next in the chain: PR 2 (#25120, armed) extends the read; PR 3 forwards, PR 4 the text lane, PR 5 the Message-ID claim across lanes, each opened only once its base is in main.

Baseline for "Clara as a coworker": 2 of 12 golden staff dialogues pass (Nov 4)

Twelve "staff wrote first" dialogues, built from the job map (morning queue, walk-in card plus showing, notes from the car, application chase, no-show then mark inactive, pest notice in two languages, resident ledger, open a work order, owner question, notify two units, driving catch-up, staff email cc'ing Clara) were added to the regression harness and run on main and on the proof-of-concept branch. Both pass 2 of 12. The failures are missing capabilities, not bad judgment:

This is the before-number for the superpowers work in the architecture re-pass above. Full 57-row grid: harness branch fede/staff-reaction-regression-harness, results/gold-2026-11-04.md. One run per side; single-row flips between main and the POC are noise until they repeat.

Group texts with the leasing team (Nov 4) — Proposed, pending review

What happened. Nov 4, 8:57 AM MT: Miriam Gallegos (Situs PM) started a group text with the leasing team and Clara's Situs line: "just want to test if we can have a group text with the leasing team. Any showings scheduled today?" The carrier delivered it to Clara's line as a plain one-to-one MMS (Twilio sid MMd6e95ed17c…, no other recipients exposed). Clara answered Miriam alone, correctly ("no showings today", confirmed by Fede), and told her replies come back on the same thread. Her teammates saw the question but never Clara's answer.

Why it cannot work today. Clara's lines run on Twilio Programmable Messaging: one number, one webhook, one recipient per reply. A group MMS has no "reply all" on that path, and the inbound webhook does not list the other members.

Shape of A, if chosen. New capability, so it ships dark behind one company setting ("Clara joins team group texts", default off; Fede turns it on per customer). Three PRs: (1) a Conversations webhook door that recognizes a group conversation and maps its participants to people by their roles at the company (unknown numbers are named "someone on the team", never guessed); (2) the staff desk turn runs on the group as one conversation, with every member's role in context and one reply to all; (3) the per-line Twilio address configuration, written only on Fede's go, Fairhaven first, proven with one real group text from two test phones. Rules that carry: identity by roles, no regex on "did they ask Clara", staff hear from Clara's line (shared with prospects, per the Nov 3 ruling).

Who was in Miriam's group is being read from the team's email signatures (cells listed under each name); result lands here.

Channel inspection: Clara as a coworker today (Nov 3)

Read-only inspection, Opus 5.5, Nov 3 night; vision in Fede's words: Clara knows every teammate on every channel, sees everything they can see in AppFolio, and does what they ask, owners included.

Read-only. Code: origin/main 8e4f4d8227 (Nov 4 03:57 UTC). Data: propflow-prod, read-only. Nothing was sent or written. The vision: Clara knows every teammate on every channel, sees everything we can see, and does what they ask. Roles stay a thin layer for later.

TL;DR

• Texts have the most tools, but they still go wrong. A teammate who texts Clara's line is recognised by role and gets 25 lookups and 10 actions. Even so, all 3 fresh staff texts we found went wrong with tools that already existed.
• Email is fragile. It works only if three hidden conditions hold, and the reply is gated on the wrong building.
• Calls can look things up but can't do anything.
• Actions are the biggest gap. No tool for work orders, renewals, follow-ups, stopping an application, or vendors, though the AppFolio robot already does all of these.
• Situs can't text or call yet: 7 of 8 staff have no phone on file.
• Owners aren't recognised anywhere.

(a) The grid

Verdicts: solid / partial / missing. Paths are under ~/code/PropFlow/propflowai.

(b) Gaps, furthest from the vision first

1. Most actions have no tool. Fede's list: "don't send one to X", "follow up with Y tomorrow", stop texting X, work-order create/note/status/assign vendor, renewal actions, vendor detail, contact changes into AppFolio. The robot already runs all of these (run-work-order, wo-action with 20 actions, run-renewal, run-mark-guest-card-inactive, run-guest-card-contact-set, get-vendor-detail). Work orders already go through the neutral writer (src/lib/integrations/appfolio/work-order-writer.ts). Renewal and tenant writes still call AppFolio directly (src/lib/tools/appfolio.ts, src/lib/tools/renewals.ts), so they need adapter work first.
2. Calls can't act. A leasing agent driving home can't say "move Patricia to Thursday 2pm."
3. Email to clara@ silently fails on hidden conditions: the strict mail check, Clara on To/Cc, and the lead router claiming it first. On top of that, the reply is gated on the wrong building (Deiby, Miriam). Fresh asks at leasing@ stay closed (Nov 3 ruling); reopening them would be Fede's call.
4. Answers to staff are gated by the Team notices switch at the filing building and by a STOP record. Under the vision, arguably neither should stop a teammate's answer; Fede's Sep 13 rule says whoever reaches Clara gets an answer. The Supervised hold on staff replies is deliberate (hot rule 10). Whether it should stay is an open question, next to the design's decision 4.
5. Situs staff can't use text or calls: 7 of 8 have no phone on file, and Hugo's phone sits on a person with no role (pers_ab61f830). This is data, not code.
6. Maintenance, accounting and viewer roles get no lookups or actions by text or email, against the earlier coworker decision "the same Clara with the same brain everywhere". That affects 3 people today: 1 at Situs, 2 at Western Slope. Staff found only through an old phone or email get no role and no desk at all (agents/clara/lib/messaging/inbound-router.ts:867-906).
7. Reach differs by channel. Calls lack vendors, live AppFolio reports and the knowledge base. Texts can't see application status: the prompt tells Clara to say she can't check it, though src/lib/domain/pms/application-status.ts exists. A company-wide live report covers at most 5 buildings (src/lib/domain/dashboard/chat/tools.ts:83); Situs has 53. Guest-card, application and owner reports aren't in the report list (tools.ts:94-110).
8. Owners don't exist as people. There is no owner role in code (src/lib/data/types.ts:19635) or data. The AppFolio owner list is synced read-only (src/lib/integrations/appfolio/pms-adapter.ts:1165). Owners only receive a weekly report by email list. An owner who writes is a stranger.
9. A voice note with a caption loses its audio. Voice notes texted in are transcribed (ElevenLabs Scribe), but body || audioText keeps only the typed words when both exist (src/app/api/twilio/webhook/route.ts:559).
10. Model. Staff turns run on Sonnet 5.5 (model-tiers.ts:256), calls on Sonnet 4.6, not Opus.
11. Latent: a role scoped to one building is not treated as staff on any channel (inbound-resolution.ts:434). It bites nobody today: every customer staff role is company-wide. It is the opposite of the Nov 2 rule.

Evidence from real "staff wrote first" cases:

• Kat texts, Oct 14–24: "isn't set up under your access" on a guest card (c9f809af); "what's the code itself?" after "Lockbox code is 6011"; "you'll need to send it yourself" on an application. All three tools exist today, so these were judgment or scope misses.
• Jay calls, Oct 8: told "I only help prospective renters" (conv_voice_7eb85355).
• Hugo calls, Oct 28: treated as a renter, techs paged (conv_voice_0503c5c0).
• Jason Fish emails, Oct 31: no reply (047f5db5).

Dream scenarios: what breaks first today

(c) What the one-pipeline design already covers, and what the vision adds

• Covered (staff-reply-refactor-2026-11): who is writing from roles, matching a reply to what Clara sent, scope at the company not a building, one model read, replies sent from Clara at Propflow, every refusal stored with its reason.
• Half covered: "staff wrote first" enters as "nothing matched", so it runs, but no PR targets fresh asks on email to leasing@ or calls.
• The vision adds:
  • actions on every channel (work orders, renewals, follow-ups, stopping an application, vendors, contact updates);
  • the same lookups and actions on every channel, including calls;
  • all roles equal;
  • owners;
  • captioned voice notes;
  • an Opus brain;
  • no building or module gate on answers to teammates;
  • Slack (optional).

Questions for Fede (yes / hold)

1. Should Supervised still hold Clara's replies to teammates? Today it does, on purpose. Recommend: no for answers to lookups; yes for actions that reach a prospect.
   Fede, Nov 3 night, earlier in the session: "no I don't want supervised" for staff replies; recorded here, final yes/hold still his.
2. Should a fresh ask in leasing@ get an answer? Your Nov 3 rule says no: it's a symptom of a wrong send. Recommend: keep it closed.

(d) Work items

Fixes (no switch, live on merge):

1. One staff toolset on every channel, all roles. Text, email and calls compose the same lookups and the existing writes; the tier filter and building-only call binding are deleted. Proof: a maintenance user's text and a simulated call do a lookup and a tour move at Fairhaven.
2. A teammate's answer is never gated on the first-by-id filing building, the Team notices switch at that building, or a STOP on a staff phone. Lands as the refactor's PR 3 and PR 5 if Fede picks A on decision 4. Proof: Deiby's two replies replayed, plus one real Fairhaven email naming no building.
3. Voice note keeps both the words and the audio (route.ts:559). Proof: a captioned voice note to the Willows line, record id.
4. Data: get the Situs staff phones from Situs (source per the onboarding playbook) and move Hugo's phone onto his person record. Both need Fede's go: it's customer data.

New capabilities (dark behind ONE company setting, "Clara acts for staff"; Fede turns on per customer):

5. Leasing actions: stop or withhold an application, start or stop follow-up for a prospect, and push contact changes into AppFolio, through the guest-card outbox. 2 PRs.
6. Work-order and vendor actions (create, note, status, assign vendor, vendor detail) through the neutral work-order writer, on every channel including calls. Renewal actions come after their writes move behind the renewal adapter. Owner recognition (a new owner role and a read-only "how is my building doing") is a separate later item.

The text-desk actions that are live today (book, move, cancel, note, send application, guest card, text a prospect) stay live with no switch. Fede ruled them in on Oct 26; the new setting covers only the new actions.

What the team does by hand: job map from Situs and Western Slope (45 days to Nov 3)

Read-only pull of the AppFolio activity we mirror, plus staff messages and calls; counts are minimums (texts and emails mirrored only since Sept 29 / Oct 2); names anonymised to roles.

This is a read-only pass over production. Nothing was written and nothing was sent. Names are replaced with role labels, and phone numbers would show only the last 4 digits (none are needed here).

How evidence is weighted (per Fede, Nov 3):

1. What staff did by hand in AppFolio, counted from the copy we keep:
   • work orders
   • guest cards and their notes
   • applications
   • texts and emails staff sent from AppFolio
   • mass notices
2. Staff messages inside renter and prospect threads, as the voice of each role.
3. Renter questions that staff answered by hand.
4. Industry-standard duties for jobs our data does not show yet. Each row is marked data (with a count) or domain (no count yet).

Staff messages to Clara are thin (74 exchanges in 30 days). They appear only in section (c).

Coverage and limits

• Work orders, guest cards and applications cover all 45 days (6.4 weeks).
• The copy of AppFolio texts and emails starts Sept 29 at Situs and Oct 2 at Western Slope, so about 5 weeks.
• It holds only threads with people we already know, so its counts are a floor.
• Renewal, lease and turnover rows were queried for both companies and returned nothing in the window. That is why rows 13 and 14 are domain-only.
• 853 free-form staff messages and calls were labelled by job one by one, by reading each, not by keyword. AppFolio's fixed templates (showing scheduled, application link and so on) were counted by their fixed wording.

(a) Roles present and how active they are

What the table shows:

• At both companies, leasing agents carry most of the contact with renters.
• At Situs, the property manager also does leasing: she runs showings and answers messages herself.
• At Western Slope, the owner is the person who approves and decides.
• Maintenance staff almost never text from AppFolio. Their work shows up as work orders.

(b) Jobs ranked by how often staff did them by hand

How much Clara already carries (before):

• Work orders: 744 opened by hand, 11 by Clara.
• Showings: Clara booked 54 tours in the window. 50 were at Western Slope and only 4 at Situs, while Situs staff set off 163 AppFolio showing notices by hand. Clara books nearly all of Western Slope's showings and almost none of Situs's.
• Guest cards: 129 typed in by hand. 95 cards are assigned to Clara's AppFolio seat: 80 of 144 at WS, 15 of 190 at Situs.
• Application links: 136 sent by staff (100 templates and 36 by hand). Clara sent 41 from her booked tours (38 WS, 3 Situs).

Rows 1 to 12 are ordered by count. The cross-cutting job below overlaps rows 2, 4, 6 and 8 to 12, so it is not added to them:

What Clara would need, across 765 of the 853 labelled messages and calls (acknowledgements and "other" left out)

• Read a fact in AppFolio: 306
• Write to AppFolio: 172
• Send a reminder or chase someone: 104
• Nothing, the message was just talk: 183

Could Clara do them? The labels said:

• yes: 517
• partly: 236. Usually the decision stays human: approvals, disputes, payment plans.
• no: 100. These were:
  • vendor billing: 46
  • things that need a person on site (unlocking a unit, a delivery)
  • portal invites only AppFolio can send

(c) Asks Clara could not do or did not answer

Clara's notices to staff:

• 500 in 45 days (WS 348, Situs 152):
  • team notices 209
  • escalation asks by text 93
  • tour confirmations 54
  • emergency pages and calls 42
  • escalation emails 37
• Of the 419 sent since Oct 5, about 1 in 6 got any staff reply (72 exchanges). Many were FYIs that need no reply.

Of the 72 replies, 24 went wrong (33%):

• wrong action: 7
• filed under the wrong building: 5
• landed in the wrong thread: 4
• silent when Clara should have spoken: 4
• spoke when silence was right: 4

Things staff asked Clara for first (5, all at WS):

• Book a showing (2). Both were done.
• Make a guest card (2). One was refused as "not under your access", although the agent holds an org-wide role.
• An owner's "please notify the tenants of both units about Monday's showing." No reply and no notice went out.

Follow-ups that failed:

• A lockbox unit number was rejected as "already closed out".
• "She never showed": Clara could not find its own check-in after three tries, and told the agent to log it by hand.
• A PM's answer to a prospect's fee question was never passed on.
• A question about where maintenance calls go was answered in a test prospect's thread.

What staff did by hand that Clara has no path for today:

• Write to a guest card: typed in 129 times, inactive reasons 50, notes 224.
• Create a work order from a staff request: 744 opened by hand.
• Send a mass notice to residents: 118.
• Report on the status of an application in progress.

(d) Golden scenarios (acceptance cases for the staff agent)

Each one is built from the hand actions counted above. Numbers inside the dialogues are illustrative; the job counts they cite are real.

1. Leasing agent, morning queue (job 2, 353 actions).
   • Agent (text): "What's on my plate today?"
   • Clara: "4 showings: 10:00, 11:30, 1:00, 4:30. The 1:00 hasn't confirmed. 2 applications are waiting on pay stubs. 3 leads went quiet 5+ days. Want me to chase the stubs and re-offer the 1:00?"
2. Booking for a walk-in (jobs 2 and 3).
   • Agent: "Make a card for a prospect, phone ending 4417. I showed him a home at Ember Lane, and he wants to see the 3-bed at Northridge Tuesday at 10."
   • Clara creates the guest card with the source "walk-in", books the showing in AppFolio and the calendar, and texts the prospect. She replies with the card link.
3. Notes from the car after a showing (job 8, 62 notes).
   • Agent (voice): "They liked it. They need a cosigner and want December 1. They didn't love the upstairs laundry."
   • Clara writes the note to that showing's card (she resolves which showing it was by herself), sets a follow-up for tomorrow, and says "Saved to [prospect]'s card."
4. Application chase (job 4, 280 actions).
   • Agent: "Who's stuck in screening?"
   • Clara: "3: one is missing a co-applicant's date of birth, one has references with no reply in 4 days, one is missing pay stubs. Send the reminders?" → "Yes."
5. No-show and lead clean-up (job 3, 50 marked inactive).
   • Agent: "She never showed."
   • Clara records the no-show on the showing she asked about earlier in the thread, and asks "Mark inactive, no response?" → "Yes." Clara sets that status and reason in AppFolio.
6. PM, pest-control day (job 5, 118 mass sends).
   • PM: "Send the roach-treatment prep notice to these units for Tuesday, in English and Spanish."
   • Clara drafts both versions, shows how many units it will reach, and sends on "go".
7. PM, a resident asks about their ledger (cross-cutting job X and job 10).
   • PM: "A resident says their payment wasn't posted. What do we see?"
   • Clara: "An ACH payment from the 18th is missing from the ledger. Their housing-authority payment is also pending. I'll tell the resident we're checking with accounting." The fix to the ledger stays with the PM.
8. Maintenance coordinator, work orders (jobs 1 and 6, 744 opened).
   • Coordinator: "Open a work order: dryer at Lampliter needs a new filter, in-house crew, and ask the resident for a photo of the model plate."
   • Clara creates and assigns the work order and texts the resident. When the work order closes, she follows up with the resident.
9. Owner's question (job 7).
   • Owner: "How did leasing go this week?"
   • Clara: "11 new guest cards, 9 showings, 3 applications (1 approved), 2 leases signed. 116 work orders opened, 98 closed, 12 older than 7 days."
10. Owner asks for outreach (section c, the failure about notifying tenants).
    • Owner: "Notify the tenants of both units at the Elm St duplex that there's a showing Monday 3:30 to 4:30."
    • Clara finds both units and their residents, sends the 24-hour notice, and confirms who received it.
11. Catch-up call while driving (all jobs, by voice).
    • Agent: "Anything urgent?"
    • Clara: "Two things. Your 3:00 is 10 minutes out and asking for the lockbox code; should I send it? And a resident at Zephyr says the scheduled pest visit didn't happen."
    • Agent: "Send the code, and tell the resident we'll reschedule this week."
    • Clara does both and logs them.
12. A staff note Clara should not answer (control case).
    • A PM emails a coworker with Clara copied: "Hi [agent], how did this go?"
    • Clara stays silent and files nothing to a prospect.

Architecture re-pass: one staff agent behind one front door (Proposed, pending review)

Design pass, Opus 5.5 at max effort, Nov 3 night, on Fede's ask: "do we need to rethink the architecture, give Opus 5.5 broader powers, fewer rules, more domain guidance and examples?" Status: Proposed, pending Fede's review. The Opus-vs-Sonnet numbers quoted here are interim; the model-swap bench row supersedes them when it lands.

Proposed, pending review. Nov 3, night. Read-only: nothing was changed.

TL;DR

• Rethink? Yes for the agent, no for the front door. The front door works out who wrote, what they are answering and which building, before Clara thinks. The staff-reply refactor builds it, and it stays. Behind it, 8 staff prompts and 5 tool lists become one agent.
• Opus is not the lever yet. Tonight's test runs: Opus and Sonnet tie on staff replies. The one-pipeline prototype lifts both from about 22 to 32 of 41.
• Fewer rules, more examples: yes. Today: 118 rules, 53 "never", 0 worked examples. Target: 8 hard rules with a reason each, a job guide, 12 to 15 real examples.
• Broad powers: yes, behind verified identity. 744 work orders were opened by hand, 11 by Clara.

(a) Today, in one picture

 A teammate's message today. Every step exists in several copies.

 ENTRY    6 reply doors (text, email to Clara, shared inbox, notice replies,
          matter replies, the staff phone line), plus video, meetings, in-app chat
   |
 WHO      5 different "is this staff?" checks
   |
 MATCH    5 different ways to find what a reply answers
   |
 SCOPE    3 building pickers; email takes the company's first building by id
   |
 PROMPT   8 prompts. Text and email: the renter prompt with a staff hat
          (4,311 and 4,717 words). Calls: their own (1,790 words, older model)
   |
 TOOLS    5 tool lists: desk 38, maintenance 4, calls 14, video, in-app
          4 different ways to find a person
   |
 GATES    4 gate stacks. Email alone has 7 checks that can silence a teammate
   |
 SEND     each door sends its own way

The copies number: 8 prompts, 5 tool lists, 5 staff checks, 4 gate stacks.

Real use is still narrow. Kat sent 54 of the 55 staff texts in 30 days. Situs staff sent 5 emails and no texts. Clara's lines got 3 voice notes in 200 days.

(b) Seven gaps against the vision

 Work orders opened, 45 days
 by hand   ######################################## 744
 by Clara  # 11

(c) Rethink or not: the agent, not the door

The pipeline is the lever, not the model. Tonight's harness numbers, interim. The harness is our offline test rig: 43 real-shaped staff replies, nothing sent.

 passes of 41
 main, Sonnet        ######################            22
 main, Opus 5.5      #####################             21
 prototype, Sonnet   ################################  32
 prototype, Opus     ################################  32

• On main, 26 of 43 cases never reach the staff turn. 8 of the 19 failures happen before it.
• A judge comparing answers side by side called 56 of 82 a tie.
• About half of the 9 prototype failures are the wrong action. That part is the prompt and the tools.

Broad powers pay off only once the front door hands Opus the right person, thread and building. The Oct 30 second opinion agrees: Opus did worse than today's Clara on 5 of 7 live prospect cards, because it obeys wrong inputs. So judge Opus on multi-step work (the job map's 12 golden dialogues, model conversations for each role), not replies.

               TODAY                                 PROPOSED
 ENTRY    6 doors + video, meetings, in-app    one front door; channels stay thin
 WHO      5 "is this staff?" checks            1 lookup, roles only
 MATCH    5 ways to match a reply              1 record of what Clara sent
 SCOPE    3 building pickers                   company first, building when known
 READ     4+ readers, some word lists          1 model read, may stay quiet
 PROMPT   8 prompts, renter prompt + hat       1 prompt: goal, job guide, examples,
                                               8 rules, a few lines per channel
 TOOLS    5 lists (38 / 4 / 14 / video / app)  1 tool list, trimmed per channel
 GATES    4 stacks, 7 checks on email          identity and company only
 SEND     each door its own way                1 send point: Clara at Propflow to
                                               staff, the customer's mailbox to outsiders
 OPEN     not linked to staff turns            each staff turn tells follow-through,
 ITEMS                                         which keeps the only list

The prompt, before and after

The 8 hard rules

Fewer rules is safe: the guards already live in the tools. About 42 of the desk tools' 55 outcomes are a refusal or a question back, with a reason. Outside research agrees that models miss more as rules pile up. Your earlier rulings add two cautions. Examples show a whole job, never a phrase to copy. A one-off incident becomes a test case, not a prompt patch.

Keep, change, delete

(d) Your calls

1. Calls

• A (recommended): same tools and prompt source. ElevenLabs keeps running the call on its fast model, which answers in about 2 seconds today. The Oct 9 voice plan already puts call actions behind a setting, with a second factor before any write (a second proof of who is calling, like a text confirm).
• B: calls run through the text agent. One brain, but when our own model ran the line it left 24 to 34 seconds of silence.
• C: calls stay separate, as today.

2. New actions (work orders, card status, follow-ups, withholding an application, vendors)

• A (recommended): all behind one company setting, "Clara acts for staff", off by default; you turn it on per customer. It matches your Oct 9 "just one switch that we can retire later." What is live today stays live: book, move, cancel, notes, applications, guest cards, texting a prospect.
• B: one setting per action. That is sprawl.
• C: live on merge. That breaks the new-capability rule.

3. Property owners (the investors, not the company's owner, who is already an admin; the docs use "owner" three ways)

• A (recommended): later. A read-only "how is my building doing", once an owner role exists and staff identity is proven.
• B: now, read-only.
• C: not planned; they keep the weekly report.

(e) Plan, cut by proof

Acceptance. Every step runs the 12 golden dialogues, the 43 harness cases and the 74 real exchanges through scripts/coworker-harness/staff-reaction-regression/. A case passes on the record written, or on the right silence. A grader that only checks "replied or stayed quiet" passes 17 of today's 19 failures, so it doesn't count. A few golden dialogues have near matches today (notify tenants, never showed, stay quiet); most are new.

(f) Risks

The big one: broad reach plus a false staff match. One wrong phone or email on a staff record would let a stranger read every renter's ledger and move tours across 53 buildings. Today's records are messy: Hugo's phone sits on a person with no role, and Western Slope's shared inbox is claimed by a test prospect.

Verified identity must mean all of this, on every turn:

• One lookup finds an active role at this company for this person. Roles only, never a mailbox, a domain or a building.
• The channel proves the claim.
• Email: the sender's domain vouches for it (the standard signature check).
• Text: the number is on the staff person's own record. A staff match beats a renter or test record on the same number (your Oct 9 rule), so the staff claim itself must be right: one human, current, not a shared login. A number on two staff people proves no one.
• Call: caller ID and the dialled line's company both match.
• A shared login or shared inbox is never a person. Examples: Situs's "leasing" and "maintenance coordinator" logins, Western Slope's "assistant PM".
• Every tool reads through a fence set to that one company. Today the email lookup isn't fenced.
• Calls need a second factor, because caller ID can be faked. Without it, Clara reads out no renter's money or personal data and sends nothing to an outsider.
• If any check fails, Clara shares nothing and does nothing. She answers as the public line would, or stays quiet.
• Propflow's own team is known by its role, never by an @propflowai.co address.
• Every staff turn writes a record: who, which proof, which tools, which records.

These are your two Oct 9 hard rules made concrete: non-staff never reach it, and nothing crosses customers.

Other risks

Where it stands, Nov 1 2026

Read-only audit of the staff side: staff asking Clara, Clara asking staff, and team notices. Code read on main 9e502ce48b; usage read from production, Oct 2 to Nov 1. The refactor's state is in the Oct 31 audit.

Teammate memory, proposed Nov 1 2026

Answer. In 30 days, one thing a teammate told Clara was a lasting habit she should have remembered. So build the smallest store there is: a few short "how I work" lines per teammate, read only when that teammate texts or emails Clara. Grow it only if use shows up.

1. What teammates actually told Clara

Kat (K.B., Western Slope) sent 54 texts. 46 were the task at hand (tour notes, bookings, "ok"). 8 said something more. Situs adds nothing: its 5 staff emails were either answers to Clara's questions or were dropped with no body kept (gap 1 above).

Count: 1 truly needs memory, 1 already handled by a setting or flow, 1 is a card note, 4 are engine bugs, 1 is a missing capability. K.B.'s text-me choice is already a setting (tour alerts by text since Oct 1). The 4 engine bugs are follow-ups, not memory.

2. What exists today (for engineers)

Five per-person settings, none free-form, none read when a teammate writes to Clara.

3. The design, one row per teammate

4. One slice to add

5. Decisions for Fede

1. Build slice A as one PR, proven on the Willows test line? Recommend yes.
2. Live everywhere on merge, no switch? It only changes how Clara treats what that teammate said to her. Recommend yes.
3. Oct 2 case: K.B.'s memory, or a company rule ("no gap between tours at the same address")? Recommend memory: the gap is a company choice, and only K.B. said she skips it. If you pick the rule, there are zero memory cases in 30 days and we wait for one.

Related: staff tour moves and reassignment · client onboarding playbook (welcome text and team setup). Evidence: Kat's staff thread c9f809af and 4d116c70, Oct 2 to Nov 1.

Situs inbox study (Fable), Nov 1 2026

Answer. The shared box is a listening post, not a desk: of 5,238 messages this year, 13 left it, all Clara's. Staff answer from their own addresses and hand work around by reply-all (842 of 1,055 hand-offs, 80%). The VA seats do 42% of all human work on guest cards, first human on 56% of them; that work is 72% texting and 8% booking. Since Oct 20 Clara has been a bystander: in 47 prospect text conversations, staff or the VA answered first in 36 (median 9 min), Clara in 1, nobody in 10; Clara wrote 18 of 346 typed prospect messages (5%). Nothing in the mailbox stops Clara from doing the VA's prospect work; nobody has said who goes first.

1. What was read

• leasing@thesitusgroup.com, Jan 1 to Nov 1: 3,243 threads, 5,238 messages (counted by header). Full text read for 2,133 threads (66%), 3,958 messages (76%), including 741 of the 742 threads a staff member or VA wrote in (all but one); the unread rest is mostly listing-site and system mail, so outside counts are floors.
• 884 AppFolio guest cards (Jan 1 to Sep 1) with 9,348 human actions, and 2,851 comms-mirror messages (Sep 29 to Nov 1).

Internal reply speed by email: 546 replies, median 49 min, 52% within the hour, 1 in 10 over 22 hours. Staff answering a VA's team email: median 32 min (58 cases). VA answering a staff ask: median 69 min (101 cases).

2. What the VA does, what Clara can do, what Clara did

Three VA seats: C.T. (listings, cards, applications), A.L. (texting, calls, insurance) and P.A. (vendors, turns). Prospects are about 30% of their message volume.

Coverage. Clara can do about 80% of the VA's prospect-side actions and about 25% of all VA work. In the first 13 days she did about 5% of the prospect texting.

3. Gaps, ranked by what bites in the first two weeks by email

4. Ten exchanges, initials only

1. Oct 30, VA C.T. to the team: "Is anyone available to accommodate a showing today at 2:15 PM? If not, I'll reach out to the prospect to coordinate a different time." 3 h 18 min later, president H.W.: "Team - did we get back to C.T. on this?" VA: "I called [the prospect] and scheduled the tour for 3:30 PM today." Leasing D.M., a minute later: "for today I have opening at 3 or 3:15 pm." Clara had offered 1:30 or 1:45 and never saw the thread.
2. Apr 9, leasing D.M. in a card note: "@C.T. @P.A. I am available between 9-10 am or 3-6 pm for this showing on Monday." Prospect, 15 h later: "Yes, I can do 3 if that works for you guys." Nobody booked; D.M. apologised four days later.
3. Jun 24, VA A.L. note: "will schedule a showing for Saturday once D.M. confirms availability." Booked an hour later; the prospect answered DENY to the day-of confirmation.
4. Jul 20, VA A.L.: "@D.M. - she is the housing connector who wants to tour 3 properties simultaneously on Wednesday." 68 min later all three showings were moved a day earlier and reassigned to L.M.; all three happened.
5. Jul 28, after a prospect wrote "I showed up and walked round the building and there was no one there to show me around so I left", leasing D.M.: "the reason we didn't go to this one is because she never confirmed her appointment… remind the prospect that we do not reside at the property and we need to plan for travel." President: "makes sense to not go if they don't confirm."
6. Jul 6, VA A.L. books 4:00 PM on L.M. after a phone confirmation; the prospect, confirmed by text, at 4:08 PM the next day: "I am here is anyone comming… I was here at 350pm and no one is still here?????"
7. Sep 19, president H.W. forwarding an application notice: "Hey team - did we get back to this applicant?" Leasing D.M., 4 h later: "yes we received her application on Thursday. Hopefully we'll have her approved by Tuesday."
8. Sep 3, VP E.O. on two website forms: "Are these being converted to guest cards?" D.M., 4 min later: "one was only asking for L.M.'s email, I just responded."
9. Jul 21, VP E.O.: "C.T., can you call the new tenants and find out about the furniture?" VA C.T., 12 min later: "I just spoke with [the tenant]. He confirmed that the furniture belongs to them."
10. Aug 13, VA A.L.: "@D.M., please advise about the waiving of the LLI fees." No reply in the thread.

5. Caveats, and the corpus for the harness

• Read access exists only because Situs's Sep 29 Gmail grant predates the Oct 26 move to send-only scopes; a reconnect loses it. The mailbox cursor was unchanged afterwards (connected, no delta expiry); both pull jobs are stopped.
• Not seen: 1,110 unread threads (mostly listing-site and system mail), staff personal mailboxes, phone and Slack, guest cards after Sep 1 outside the mirror, the mirror before Sep 29.
• Corpus for the Clara-as-VA harness: 158 real exchanges (149 mailbox, 9 guest card), each with the trigger, the message to the team, every team reply with minutes, the follow-up to the prospect and the outcome; 32 are tagged harness_set as leasing-shaped replay cases (3 team-time asks including Fede's Oct 30 example, 2 moves, 0 cover requests, the rest status pings, delegations, loop-closers and decision asks). Names are masked to initials in the corpus; the verbatim threads sit beside it, keyed by thread_id. Session scratchpad only (situs-inbox-fable/), never on a page.

Situs inbox study (Opus), Nov 1 2026

Answer. The VA does two jobs: the AppFolio front desk (on the guest cards the VA seats booked 57% of showings, made 84% of logged calls, started 55% of move-ins) and an email back office the team hands out by name ("C.T., pre market it now"). Clara does about a third of the VA's typed work (30% fully, 11% partly). The first thing the team will hit is a closed door, not a missing skill: they work by copying leasing@, and Clara skips teammate email copied there unless it answers her.

1. How the team works with the VA

Totals match the Fable section (5,238 emails this year).

2. What the VA does, and what Clara covers today

Clara does it partly not at all unclassified

1,935 typed VA work units (texts, emails, logged calls), Jan to Nov 1, not counting 454 AppFolio template sends; with those, 37% fully and 9% partly. The top five shapes make 80%.

3. Five gaps most likely to bite in the first two weeks

Checks, unverified: Oct 30, Clara's slots ended at 1:45 while D.M. had 3:00 free (check Situs rotation and hours); 42 showings staff booked in AppFolio since Oct 20 (do they reach the calendars Clara reads?). Agrees with Fable gap 1: Clara wrote in 10 of 150 staff-touched renter conversations since Oct 20.

4. Decisions for Fede

1. Team mail copied to leasing@. A: log teammates' replies to renters. B: A, plus asks to "Team", a VA or Clara become hers (with #24367). C: leave it. Recommend B, A first.
2. Off-calendar times. A: ask the showing team, tell the renter she is checking. B: open slots only. Recommend A.
3. An owner on every note. A: address by role, copy leasing@. B: leasing@ only. Recommend A.
4. First back-office design. A: application-to-move-in follow-through. B: resident notices. C: wait for the VA to step back. Recommend A.

5. Limits, and the corpus for the harness

• Not seen: staff personal mailboxes, call recordings, AppFolio internal chat, guest-card activity Sep 1 to 28, and 38% of mailbox bodies (mostly listing and system mail; 90% of team and VA mail was read).
• Clara's log reads are capped per sender, so the 72 skips cover Oct 25 to Nov 1 only.
• Harness corpus: 131 real exchanges (90 from the mailbox, 41 from guest cards; 29 about tour times), including the Oct 30 case with every reply. Verbatim, renters as initials, scratchpad only: situs-inbox-opus/va-team-exchanges.jsonl.

VA ways of working: POCs

POC results, Nov 2

Answer. Three of the VA's habits now work in code: asking the team to cover a time nobody has open, finding cover when a host is out, and knowing when to speak, act or stay quiet on a group email. The first two run on Clara's real booking and staff-reply code; the harness still drives the timer. The third is a decision rule, not wired in yet. Today Clara does not do the first two, and gets the third right in 6 of 14 cases.

Proof

• One harness, two runs: red on today's code, green on the branch. Every send door is stubbed; zero send attempts in any run.
• Seven planted defects, each caught. For example, reminding a host who already said no turns the reminder case red.
• Real cases: 8 of the Fable study's 32 replay cases are fixtures here and 7 more share a fixture's shape; 7 sit with other builders, 1 is not built (who answers a prospect's text first), 9 are not Clara's job. 21 of the 32 are in the Opus study too.
• "Real" in the table counts examples across both studies, once per email thread or guest card. Of 12 team-time asks, 4 fit (5 had an open time, 2 asked outside tour hours, 1 wanted a video call). Of 4 cover cases, 2 fit. Staff wrote to the VA or team on 138 threads, 13 about leasing.

What is not working yet

• A host's counter-offer ("for today I have an opening at 3 or 3:15") is not read. Clara should offer Rosa those times; that case stays red.
• The timer for the reminder and the close, and the "nobody covers" fallback, are driven by the harness, not wired in production.
• The ask stays open 2 hours at most, but the team's decision replies take a median 3.6 hours (Opus study), so many yeses would arrive after it closed. The reminder helps; the length is a decision below.
• A host's text reply to a cover ask is not matched in production; only email is.
• The yes or no in a host's reply is labelled by the harness, not read by the model. It needs an eval on real replies.
• Group threads: the rule is not wired. "Leave maintenance to the team this weekend" has no pause for Clara to switch on. Who is behind a shared inbox is unknown.
• In Supervised mode the cover ask waits for approval like every other message.

Decide

1. Ask the team for a time nobody has open: build it as 3 PRs behind a company setting that starts off, then turn it on at Situs? Recommend yes.
2. How long the ask stays open: 2 hours with one reminder (built), or, for a time on a later day, until the first time Clara offered? Recommend the later-day change; same-day asks keep 2 hours.
3. Cover for me: same setting; ask the other hosts before moving the time? Recommend yes.
4. Group threads: store thread members and teach the reader first, then wire the rule after a replay on real threads? Recommend yes. It improves staff email Clara already handles, so no setting.
5. "Clara, leave maintenance to the team this weekend": add a pause staff can set by email? Recommend a separate decision; it is a new capability.

What is built since Friday (Oct 23 to 27)

Snapshot Oct 27 2026 ~03:00Z; live state stays on the phase tracker.

Done: live and proven end to end

Merged, not proven: needs a live run

Merged, not proven: no-change refactors

In progress

Not started

What Fede decided

• Oct 23 Clara answers only a known prospect, or a tenant where the switch is on; unknown sender stays silent ("former tenant = tenant").
• Oct 23 When the office is running a tenant thread, Clara stays out.
• Oct 23 No em dashes in anything Clara writes; Spanish is first class in every bench.
• Oct 23 A guest card staff typed by hand gets no Clara outreach.
• Oct 23 With Gera: Fede owns the baseline and when-to-reply; one strong model, lean prompts, no stacks of small classifiers.
• Oct 24 Split today's prompt into pieces, never rewrite it: "a cleaner draft in a different voice is a regression"; every bench runs production as arm 1.
• Oct 24 One work order per tenant report; shared-area problems file on the property; answer every item in a text; commercial work orders supported (research first).
• Oct 25 Noise is the main score: an "I've told the team" reply is a failure.
• Oct 25 No readiness floors: "they live wherever they are today and what i decide manually"; Situs stays supervised.
• Oct 25 Morning list of unanswered items: a per-company setting, off everywhere, Camellia included.
• Oct 25 Refactors merge on a byte-identical replay; prompt changes run in shadow first.
• Oct 25 Go on the Opus 5.5 shadow week and on Slack rating buttons.
• Oct 25 "Is a person already on it" is judged by topic, never a time cutoff.
• Oct 26 No partial sends; fewer gates, battle-tested; start fresh on Opus and add back only checks with a measured need.
• Oct 26 "A test should never write to production."
• Oct 26 Specials always mentioned; they live on the listing only.
• Oct 26 Held messages need a recovery path; "do not send anything without my approval" on recoveries.
• Oct 26 Held maintenance texts are Gera's lane; never offer to chase weeks-old leads; only big decisions come to him.
• Process, same days: no new documents; order by dependency, not calendar; look at what you build.

Open for Fede

• May Clara text staff a question, not only a tour event? (recommended: text anyone who gave a cell and met Clara; ships dark)
• Gate report: the six-door order of work, hold lifecycle first, awaits his go.
• Voice calls in the replay harness's first version: in or out.
• Every turn-on at a customer: Situs intro, tenant replies, staff texts, the Western Slope renewal packet fill.
• Repeat messages on one guest card: design A or not.
• Staff welcome text: what triggers it, and email or text.
• Review set 3: 19 tenant texts where today's Clara and New Clara disagree, waiting on his verdicts.

What Fede said, Oct 23 to 27

Snapshot Oct 27 2026 ~04:00Z. We read every message Fede typed to Clara lanes 001 to 006 from Oct 23 00:00 UTC to Oct 27 02:02 UTC. There were 1,438 messages, 57 of them status nudges. We found 136 distinct pieces of feedback. Live state for each item is on the phase tracker (rows 58 to 70).

Not applied, most important first

These 18 items have nothing in place yet. Two of them have code merged, but Fede's own words after the merge say it does not work for him. Items 9, 10, 14 and 16 to 18 are questions or grading work, not builds. All six sit on tracker row 70.

Two updates from the session on Oct 27. First, the run order and the question of maintenance before the hand-off are answered. The order is: the pure split on the same Sonnet model with all folds first, then Opus, then tweaks. The gates fold first (tracker rows 52 to 56), then get attacked. The hand-off goes out when the last fold merges. Second, the rating "Why?" box went live at 21:53Z, and no one has pressed it since. PR #22622 fixes a bug where the same verdict on two texts collapsed into one record.

His grading verdicts, as acceptance tests

Fede graded the review set by voice on Oct 23, 7:00 to 9:25 PM Mountain time. 52 of its 68 examples have a recorded verdict. Every "wrong" or "should have" verdict is a test the next Clara must pass. Items 1 to 24 are tenant texts, 25 to 36 are prospect first emails, 37 to 40 are Spanish prospect emails and 41 to 68 are repair episodes. Not graded yet: #28, 31, 32, 35 to 40, 43, 54 to 58 and 64. His comment on "#39 McKinsey" matches a different card from the one now listed as #39, so it needs a regrade.

Named cases he raised

The leasing verdicts are now acceptance rows in the bench store, outside the locked v1 sets: #27 (vouchers), #33 (no "check with the team" when the knowledge base has the answer), #34 (offer real tour times), #39 (needs a regrade), Heather (read the card, never "send it yourself") and the nameless callback (no name, no callback email). File: ~/.clara-bench/sets/v1/fede-verdicts-leasing.acceptance.json. Fede also pressed the Slack rating buttons 8 times on Oct 26. None of the 8 presses carries a reason.

The scratch file holds his full words: every item by topic, all 1,438 messages in order, and his full verdict notes. Path on the Mac mini: /private/tmp/claude-501/-Users-federicochapa-agents-001/efdb403c-4197-4ea2-967a-9f1fd47f77cc/scratchpad/fede-feedback-oct23-27.md. Phones and emails are removed. One pasted credential is replaced by [credential omitted].

Open question (Oct 27): who decides the topic, and what does "unsure" do?

From Fede's call with Gera on Oct 27 (raw transcript, 13 thread chunks in #transcripts). Gera is looking into it; this is recorded as an open question, not a decision.

Second opinion on the approach (Oct 30)

Fede, Oct 30: "we need a second opinion on our approach, don't think this is working well." Two independent read-only reviews from one shared brief, Opus 5.5 and Fable 5.1 at max thinking.

Where they agree

Where they differ

Opus 5.5 review

Opus 5.5, independent, read-only.

Verdict. The direction is right, but the week did not carry it out: the leasing prompt got bigger, not smaller, and the bench that says PASS cannot see the customers, message types or mistakes you rated. On prospect messages Opus is worse than today's Clara (today better on 5 of 7, by your own notes on each pair) because it does exactly what our prompt and facts say, including the wrong parts; on tenant texts it does better.

1. Is the approach sound?

Structural problem: Opus obeys lines Sonnet ignored, so every wrong or contradictory line in a 68K-token prompt is a hidden Opus regression. One rated card at a time cannot find them all. None of the three done-means items is finished.

2. Why the bench passes while you reject 6 of 7

3. Is it worse than today?

The prospect calls are mine: your note names a defect today's text lacks. Customers are not worse off: they still get Sonnet, and held first emails fell from 24 of 51 to between 12 and 16. The Opus shadow is what is worse.

4. Was the refactor cleaner?

Credit: real code merges (one hold function, one ask-for-help door, shared reminders). But Day 0 compares hold and send decisions, not words, yet for changes like #23482 it was the only proof above unit tests. Plumbing cleaner; prompt and checks not.

5. Next 7 days, ranked

1. Settle split or not: I recommend yes, first email only, by deletion: voice verbatim, cut the 23% that cannot apply, each rule once. Track prompt size.

2. Fix facts at the source (your Oct 29 rule): "open now" means what AppFolio posts, with its special. One check: facts match the public listing.

3. Make your ratings the bar: add Situs, replies, Spanish; freeze each Wrong card with its day's inputs and your verdict; blind pairs.

4. One Opus arm everywhere: Slack, app shadow and bench on the same prompt.

5. Freeze the leasing prompt except customer bugs; at most 3 open items.

Stop: Day 0 as a proof rung for prompt changes; PASS from a set missing your surfaces; override blocks instead of deleting rules; tenant work here (it works; Gera's hand-off).

6. Swap readiness bar (my recommendation, countable on Slack)

Fable 5.1 review

Independent read-only review by Fable 5.1. Evidence in the appendix.

Verdict

The plan is right but was run upside down: the week went into patching the prompt and chasing a bench score, while the two things the plan put first (true facts handed to the writer, one rule per topic) were never built, so a model that follows instructions better than Sonnet now follows our wrong instructions better too. On the cards you looked at, Opus was worse than today's Clara, and the bench could not see it: it grades against our own facts block and against production, never against what AppFolio posts or your verdicts.

1. Is the approach sound?

2. Why your ratings say Wrong while the bench says PASS

Six of six real Opus prospect cards were Wrong (the "Fine" one is a Willows test lead).

Wrong sample, wrong measure, and wrong inputs made load-bearing: all three.

3. Worse, equal, or better than today?

Better on the frozen set, worse on the live cards you saw: Opus does what the inputs say, and the inputs were wrong. A swap today ships those defects where Sonnet papers over them by accident.

4. Was the refactor cleaner?

Plumbing got cleaner (one hold function, six collapses, five switch files deleted); what the writer reads got bigger on every count.

5. Next 7 days, ranked

1. Fix the facts source, not the wording: "open now" and the special come from posted listings; roster vacancies are "opening later" at most. One blocking check: the home named is posted and its special quoted. Lampliter and Ember become fixtures.

2. Delete the two "state the office hours" orders; build the promised coherence test with a planted-conflict control.

3. Your cards are the bar: every Wrong card becomes a frozen item with your verdict; no PASS while any reproduces; shadow cards show production and Opus side by side.

4. Put Situs and Spanish into the measured set (today 0 and 0).

5. Ship one real job prompt, the first email, under 20k tokens with the same voice, or stop calling it decomposed.

Stop: per-card prompt patches; bench runs as the progress signal; reporting PASS while your Wrong cards stand.

6. Readiness bar for the swap (first email first, what you check before your go)

Willows end-to-end proof of the Oct 30 fixes

Oct 30, 21:40Z, production deploy a4d7d3fc0. One real text conversation at The Willows (test property) between our prospect tester number and the Willows line. Three of the four live fixes behaved in a real reply. Nothing here is a replay.

Conversation 81e09472-535a-4a10-9531-521b926cf949. Before-number for the today/tomorrow fix (#23792, merged after this run): the confirmation said "tomorrow, Saturday, October 31st".

Two ways a renter got silence (found here, no fix started)

1. Runaway limit mutes the thread with no trace. After 40 Clara replies in a row with no person on the thread, Clara stops answering. A renter's own texts do not reset the count. No card, no hold, nothing on the page; only a log line. It tripped on this thread Oct 28 and again Oct 30; the tester's fee-waiver question sat two days.
2. A correct reply held with no exit. The check that confirms tour times were looked up could not read the reply ("AI fallback, unparseable") and held it. The hold never appeared on the review page and the approval script refuses it as a duplicate. Matches the Oct 26 rule that held messages need a recovery path.

Also seen: a team "asked us something we could not answer" email went out on the plain tour request Clara answered fully.

Today/tomorrow wording (#23792), after deploy f13324ff1

Not yet exercised after the deploy: the booking confirmation itself, where the formal date appeared earlier tonight. Next real Willows booking covers it.

Tenant comms hand-off to Gera's swarm (Oct 27)

Tenant comms now belongs to Gera's swarm; leasing stays with session 001. Fede, Oct 27 ~03:10Z: "gera owns tenant comms now cause maintenance is the critical path", "so we could do some hand off there", "lets give a very comprehensive hand off". Everything needed to pick this up cold is below. Questions: #engineering-bridge via Smith.

In this section: what moves · tracker rows · where everything is · how to run it · shadow pipeline · bench numbers · open findings · Fede's rulings · merge gate · traps · the bar · first week · talking to 001

What moves, what stays

Tracker rows that move

Rows on the phase tracker; change the owner field when you pick one up. Status stays derived.

Where everything is

Paths under ~/ are on Fede's Mac. Tenant text never goes in git or on a docs page; ids, counts and hashes only.

How to run it

Every command runs on the Claude subscription, never a metered key, and reads production only through the bench door (writes, sends and notices blocked).

The two shadow loops run from worktrees that are behind clara-benchmark main (#26 to #29 not in them). Start your copy from a fresh worktree off origin/main (the repo's CLAUDE.md has the command). 001's loop keeps running on Fede's Mac until you post on the bridge that your copy is up; then 001 stops it, so no text gets two cards.

The shadow pipeline, end to end

State of the week: the Oct 26 05:50Z backfill covered 96 texts (Western Slope 41, Situs 55). Both arms ran on 46; the door refused 50. Production would reply / hold / stay silent on 7 / 27 / 12; New Clara on 4 / 14 / 28; they differ on 19 of 46. Review set 3 (the 19 plus 6 controls) waits on Fede's verdicts by number. At the first live grading (Oct 26) Fede marked New Clara's silence Wrong on both texts (Alba, Maleah, Western Slope): a possible too-timid pattern.

Bench rows and numbers

Noise, the headline, counts replies where the office had already answered within 48 hours. Lower is better. Helpful counts replies that are not "I've told the team".

Open findings, with evidence

Fede's rulings that bind tenant work

Replay harness and the merge gate

Known traps

The bar

Get the decomposed tenant prompt to where Fede can turn tenant replies on, then run them supervised (a person sees each reply before it goes) at the first customer he picks. Noise is the primary score, helpfulness second. The bar is "good enough to supervise", not full autonomy. Tenant texts are off at Western Slope, Situs and Camellia today, so this blocks nothing in leasing.

Suggested first week, in dependency order

How to reach 001

One channel: #engineering-bridge, addressed to Smith in the bridge message shape; 001 answers there. No DMs, no tags on Fede for routine questions, no posts in customer channels. A change to a shared piece (bench runner core, card design, replay baseline, a core door) is a bridge message before the PR.