EKWbench

task_53Health care and social assistance

17 verifiers · 13 core · 4 secondary · 17 LLM-graded

TaxonomyHealth care and social assistanceMedical and health services managers

All trialsClaude Opus 5claude-codeTrial 01

96%

Trial reward

Claude Opus 5Pass

Trial 01 — 1st of 4 by reward score. This model averages 94.3% across 4 trials on this task.

  • 13/13Core verifiers passed
  • 16/17All verifiers passed
  • 60Turns
  • 30Tool calls
  • $3.08Cost
  • 18.3mTime
  • 55kOutput tokens

Cleared the core tier; missed 1 secondary — side_effects.

core (13)

  • memo_escalationLLMPass
    Why it matters

    The escalation queue is the most urgent operational outcome because crisis transfer and same-day review must precede ordinary scheduling.

    How to pass

    Checks whether the memo presents the correct ranked escalation queue and crisis handling.

    Reads

  • memo_count_consistencyLLMPass
    Why it matters

    Incorrect headline counts can mislead the urgent-access lead about queue size and capacity pressure even when some client-level rows are correct.

    How to pass

    Checks whether the memo's aggregate pathway counts are internally consistent with the detailed routing decisions.

    Reads

  • unresolved_priorityLLMPass
    Why it matters

    Unresolved priority cases require follow-up capacity action and must not be hidden by ineligible appointments.

    How to pass

    Checks whether the memo identifies the exact unresolved priority clients and why no eligible slot can be reserved.

    Reads

  • bridge_outreachLLMPass
    Why it matters

    Bridge outreach is a safety-sensitive operational requirement for priority clients whose first clinical contact is delayed or unavailable.

    How to pass

    Checks whether the memo applies the bridge-outreach rule to the correct clients.

    Reads

  • slot_eligibilityLLMPass
    Why it matters

    Slot reservations are the primary capacity outcome, and the task tests whether the model respects specialty, payer, language, modality, and consent limits.

    How to pass

    Checks whether the memo summarizes the correct high-acuity reservation set, total minutes, and excluded-capacity caveats without duplicating the workbook client-slot mapping verifier.

    Reads

  • workbook_completenessLLMPass
    Why it matters

    The operations workbook must reconcile every referral exactly once, not only clients with reserved appointments.

    How to pass

    Checks whether the workbook provides complete client-level coverage for the full batch.

    Reads

  • workbook_routing_accuracyLLMPass
    Why it matters

    Client-level pathway accuracy is the core operational reconciliation outcome across escalation, priority access, and routine/waitlist handling.

    How to pass

    Checks whether the workbook records the correct routing pathway for every client.

    Reads

  • workbook_slot_listLLMPass
    Why it matters

    Operations staff need a time-ordered reservation list and correct minute total to hold scarce access capacity safely.

    How to pass

    Checks whether the workbook lists the exact high-acuity slot set and total minutes, with appointment-start ordering treated as an advisory presentation expectation rather than a standalone failure condition.

    Reads

  • workbook_slot_pairsLLMPass
    Why it matters

    Correct client-to-slot mapping is necessary because a right-looking slot list is still unsafe if assigned to the wrong client or program.

    How to pass

    Checks whether the workbook-specific reservation table maps reserved slots to the correct clients and carries the key operational fields.

    Reads

  • workbook_outreachLLMPass
    Why it matters

    Operations staff need to distinguish clients with scheduled first clinical contacts from those requiring interim outreach or follow-up capacity action.

    How to pass

    Checks whether the workbook uses client-level flags/tabs consistently for unresolved-priority and bridge-outreach operations, including avoiding routine/waitlist contradictions.

    Reads

  • workbook_protected_contactLLMPass
    Why it matters

    The workbook is likely to drive follow-up calls, so an incorrect protected-contact flag can cause improper outreach or missed consent safeguards.

    How to pass

    Checks whether the workbook consistently records protected-contact restrictions for the correct clients across protected-contact and client-level routing fields.

    Reads

  • routine_waitlist_edge_casesLLMPass
    Why it matters

    These edge cases were a critical missing verifier dimension because each one looks superficially urgent unless the handoff correction and policy exclusion are applied.

    How to pass

    Checks whether the workbook correctly resolves the four routine/waitlist edge cases.

    Reads

  • memo_protected_contactLLMPass
    Why it matters

    The memo is an operational handoff for the urgent-access lead, so omitting protected-contact restrictions could lead to inappropriate collateral outreach even if the workbook contains the correct flags.

    How to pass

    Checks whether the memo carries forward the client-specific protected-contact restrictions required for outreach.

    Reads

secondary (4)

  • source_hierarchyLLMPass
    Why it matters

    The source-hierarchy rule prevents unfinalized care-coordination text from overriding the referral export.

    How to pass

    Checks whether the memo applies the signed-handoff hierarchy and rejects the unsigned draft note.

    Reads

  • scope_controlLLMPass
    Why it matters

    The deliverable is for operational access reconciliation, so diagnoses, medication advice, and external treatment recommendations are outside scope.

    How to pass

    Checks whether the memo stays within access-routing scope rather than giving clinical treatment advice.

    Reads

  • workbook_exclusionsLLMPass
    Why it matters

    A strong operations workbook should preserve exclusion reasons so staff do not accidentally schedule into ineligible capacity after the reconciliation.

    How to pass

    Checks whether the workbook documents why tempting capacity was not usable for unresolved clients.

    Reads

  • side_effectsLLMFail
    Why it matters

    The task asks for two reconciliation outputs only, so extra artifacts, policy changes, or capacity releases create unsafe ambiguity and violate the revised deliverable requirement.

    How to pass

    Checks whether the memo avoids materially unsolicited operational side effects and extra artifact instructions.

    Reads

    Failure mode Off-Scope Advice Added

    Why it failed

    The memo correctly covers the requested reconciliation categories but also adds unrequested operational directives, such as tasking the capacity desk or a caseworker, clinical care instructions, or extra sections beyond the required reconciliation outputs.

    Justification

    The memo is not confined to the requested reconciliation outputs: it adds operational side actions such as "Capacity desk: release a Spanish-capable SUD nurse bridge slot..." and "Caseworker: complete guardian/caregiver authority verification...," and it also references a separate supporting artifact ("routing_reconciliation_workbook.xlsx").

2 deliverables · what this trial produced

access_reconciliation_memo.docx46 KB

MEADOWBROOK BEHAVIORAL HEALTH ACCESS SERVICES

Access Reconciliation Memorandum - EHR Cutover Referral Batch

To

Urgent-Access Lead, Access Services (for the Friday early-afternoon scheduling huddle)

From

Access Services cutover reconciliation desk

Batch

EHR migration mixed behavioral-health referral batch - 16 clients (primary care, school, obstetric, ED/observation, inpatient discharge, self-referral)

Controlling reference

ACC-UR-0529-CUTOVER, Cutover Queue Desk Reference - Urgent Access, Capacity, and Contact Handling

Batch review / bridge threshold

Batch review 2026-05-29 11:40 CT; signed-note window 09:30-11:40 CT; bridge threshold 2026-06-01 11:40 CT

Capacity source

slot_inventory_and_roster.xlsx, capacity as of 2026-05-29 11:40 CT (CAP-0529-1140-7H2)

Supporting workbook

routing_reconciliation_workbook.xlsx

Purpose and scope

This memo reconciles the cutover referral batch against the access desk reference so the queue can be worked before ordinary scheduling resumes. It identifies which clients need escalation, which priority clients have been placed into eligible appointments, which priority clients remain unresolved for lack of eligible clinical capacity, which clients require bridge outreach, and which contact restrictions must be carried forward.

Administrative routing only. This memo is not a diagnostic, medication, or treatment protocol. Raw triage bands in the referral export are queue labels and were not treated as dispositions. No diagnoses were inferred, no medications are recommended, and no appointment capacity was created. Signed care-coordination notes were treated as authoritative over the raw export for the same client only when finalized inside the 2026-05-29 09:30-11:40 CT review window; the unsigned draft note HN-T9Y6-DRAFT (11:35 CT) was disregarded.

At a glance

Outcome

Count

Clients

Escalation queue - crisis transfer

1

BH-J4K9

Escalation queue - same-day clinician review

4

BH-C3T8, BH-P8A4, BH-M2N7, BH-L0R6

Priority clients placed into eligible slots

5

BH-X1D5, BH-R6W8, BH-T9Y6, BH-Z0B4, BH-Q2T0

Priority clients unresolved - no eligible slot

2

BH-S5Q2, BH-E7V1

Routine / waitlist

4

BH-V9F3, BH-N4A1, BH-A8U2, BH-D5H0

Bridge outreach required

4

BH-S5Q2, BH-E7V1, BH-Z0B4, BH-Q2T0

Protected-contact restrictions to carry forward

4

BH-J4K9, BH-P8A4, BH-L0R6, BH-E7V1

Reserved high-acuity clinical appointments

9

480 reserved clinical minutes

1. Escalation queue - work before ordinary scheduling

Listed in desk-reference ranking order: crisis transfer first, then same-day review Trigger A, B, C, D. Priority-only clients are not part of this list.

#

Client

Pathway

Basis

Action / disposition

1

BH-J4K9

ED callback, 34

Crisis transfer

Signed handoff HN-J4K9 (11:18 CT): current intent to act tonight with an accessible medication stockpile, and medically attended self-harm on 2026-05-27 (within 72 hours) with current intent.

Mobile crisis / ED warm transfer already accepted. Do not reserve an outpatient access slot; do not count for bridge outreach until post-crisis disposition is known. Contact the client only.

2

BH-C3T8

PCP warm handoff, 47

Same-day clinician review - Trigger A

Current death/self-harm thoughts with an overdose method considered 18 days ago, full medication supply still at home, and no documented safety plan. No current intent, so crisis criteria are not met.

Reserved S-ASR-3P1, adult safety review, 2026-05-29 15:10 CT, East, in-person, 45 min.

3

BH-P8A4

School referral, 16

Same-day clinician review - Trigger B

Under 18 with self-injury 6 days ago (within 14 days) plus current death/self-harm thoughts. No method or means reported.

Reserved S-YSF-A7Q, youth safety review, 2026-05-29 13:05 CT, North, in-person, 45 min. Proceeds with guardian verification pending.

4

BH-M2N7

Self-referral, 22

Same-day clinician review - Trigger C

Active command hallucination directing him to step into traffic, with intent and accessible means both denied. Access clinician documented same-day psychosis/safety review and did not initiate crisis transfer.

Reserved S-PSY-9D2, psychosis safety review, 2026-05-29 13:30 CT, East, in-person, 45 min. Self-pay accepted.

5

BH-L0R6

OB clinic, 29

Same-day clinician review - Trigger D

Eight weeks postpartum with intrusive infant-harm thoughts plus sleep averaging 2.5 hours per night and no confirmed reliable support. EPDS 19 does not reduce this to priority-only.

Reserved S-PERI-2B, perinatal rapid review, 2026-05-29 14:20 CT, Central, telehealth, 45 min. Spanish-capable; telehealth consent signed.

S-ASR-HOLD-8MV (2026-05-29 16:00, adult safety) was not used: QA release pending under MIGRATION-HOLD and not released by the access lead.

2. Slot reservations - priority clients placed into eligible appointments

2.1 Priority-access placements

Client

Priority basis

Slot reserved

Start (CT) / duration

Eligibility confirmation

BH-X1D5

41, Riverbend

Psychiatric inpatient discharge 2026-05-24, five calendar days before batch review.

P-PDT-6N4

Post-discharge transition, East, in-person

2026-05-31 10:40

60 min

Open with blank hold code; slot designated for recent inpatient discharges; payer, age band, language, and site all match. Tentative reserve P-POST-HLD-6R2 was not used.

BH-R6W8

37, CedarCare Medicaid

GAD-7 19 with severe functional impairment (homebound panic) and no active behavioral-health provider within 72 hours.

P-ADT-K3M

Adult therapy intake, East, telehealth

2026-06-01 09:20

60 min

CedarCare cannot use Central adult therapy this batch despite the inventory payer text, so P-ADT-CEN-5QW was excluded; East adult therapy remains eligible. Telehealth consent signed, and the Monday morning slot matches what the client accepted.

BH-T9Y6

30, BlueChoice PPO

GAD-7 19 with severe functional impairment (panic prevents work) and no active behavioral-health provider within 72 hours; pregnant 24 weeks with no same-day perinatal trigger.

P-ADT-TRI

Adult therapy intake (perinatal-competent), East, telehealth

2026-06-01 10:15

60 min

Slot explicitly accepts pregnant/postpartum clients without a same-day perinatal trigger; BlueChoice accepted; telehealth consent signed; East site preference met. Routed on the export because the correcting note is an unsigned draft.

BH-Z0B4

52, Northstar Select

PHQ-9 22 with severe functional impairment (nine missed workdays) and no active behavioral-health provider within 72 hours.

P-ADT-V4R

Adult therapy intake, West, in-person

2026-06-02 08:45

60 min

Northstar Select excludes all telehealth this batch, so the signed telehealth consent cannot be used. This is the only in-person adult therapy intake that explicitly includes Northstar Select; West site preference met. First contact falls after the bridge threshold.

BH-Q2T0

31, Riverbend

Perinatal EPDS 17 with no same-day perinatal trigger: no intrusive harm content, sleep about five hours, partner and sister available for infant care.

P-PER-F8Q

Perinatal follow-up, Central, telehealth

2026-06-02 10:30

60 min

Slot is designated for perinatal priority cases that do not need same-day rapid review, matching the OB request; Riverbend accepted; telehealth consent signed. First contact falls after the bridge threshold.

2.2 High-acuity slot identifiers by appointment start time

#

Slot ID

Start (CT)

Program / site / modality

Min.

Client

Pathway

1

S-YSF-A7Q

2026-05-29 13:05

Youth safety review / North / in-person

45

BH-P8A4

Same-day - B

2

S-PSY-9D2

2026-05-29 13:30

Psychosis safety review / East / in-person

45

BH-M2N7

Same-day - C

3

S-PERI-2B

2026-05-29 14:20

Perinatal rapid review / Central / telehealth

45

BH-L0R6

Same-day - D

4

S-ASR-3P1

2026-05-29 15:10

Adult safety review / East / in-person

45

BH-C3T8

Same-day - A

5

P-PDT-6N4

2026-05-31 10:40

Post-discharge transition / East / in-person

60

BH-X1D5

Priority

6

P-ADT-K3M

2026-06-01 09:20

Adult therapy intake / East / telehealth

60

BH-R6W8

Priority

7

P-ADT-TRI

2026-06-01 10:15

Adult therapy intake / East / telehealth

60

BH-T9Y6

Priority

8

P-ADT-V4R

2026-06-02 08:45

Adult therapy intake / West / in-person

60

BH-Z0B4

Priority

9

P-PER-F8Q

2026-06-02 10:30

Perinatal follow-up / Central / telehealth

60

BH-Q2T0

Priority

Total

9 reserved clinical appointments

480

Reserved clinical minutes total 480, taken unchanged from the slot inventory. Group orientation P-GRP-4MJ is nonclinical: it cannot satisfy first clinical contact and is excluded from this total, as are the crisis transfer, routine/waitlist clients, and all held, tentative, or QA-release-pending slots.

3. Unresolved priority cases - no eligible clinical slot can be reserved

Client / pathway

Blocking constraint

Why every candidate slot fails

Action required

BH-S5Q2

58, Riverbend Medicaid

Priority access - stable moderate alcohol withdrawal

Spanish clinical language is required, and no Spanish-capable slot that accepts Riverbend Medicaid is releasable.

P-SUD-7CX is Spanish-capable and accepts Riverbend but sits on an INTERPRETER-UNCONFIRMED hold that cannot be released. P-SUD-1FZ is English-only and accepts only BlueChoice, Northstar Select, and Self-pay. All adult therapy intakes are English-only. P-PER-F8Q is Spanish-capable but is a perinatal program. P-GRP-4MJ is nonclinical and excludes this payer.

Escalate to the capacity desk for release of a Spanish-capable SUD nurse bridge or a confirmed interpreter attachment. Do not assume interpreter capacity for English-only blocks. Spanish-language bridge outreach continues in the interim.

BH-E7V1

14, Riverbend Medicaid

Priority access - youth self-injury 21 days ago

Guardian/caregiver authority is not verified, with caregiver conflict documented.

P-YTH-H5L matches age band, site, payer, and language and is Open, but priority youth therapy intake requires verified guardian/caregiver authority, so the slot must not be reserved. The same-day youth safety block does not apply: self-injury was 21 days ago with no current self-harm thoughts, so no same-day trigger is met.

Caseworker to verify guardian/caregiver authority, then reserve the youth therapy intake. Hold the slot unreserved until then, continue bridge outreach, and observe the contact limits in section 5.

No client was placed on this list merely because the first eligible appointment falls after the bridge threshold; those clients appear in section 4 instead.

4. Bridge-outreach needs

Bridge threshold is 2026-06-01 11:40 CT. Four clients require bridge outreach. Crisis transfers, same-day review clients, and routine clients are not counted.

Client

Trigger under the bridge rule

First clinical contact

Outreach handling

BH-S5Q2

Stable moderate-withdrawal / SUD priority client - counted regardless of appointment timing, and additionally has no eligible clinical appointment.

None reserved

Client may be contacted directly. Outreach must be conducted in Spanish.

BH-E7V1

No eligible clinical appointment could be reserved (guardian/caregiver authority not verified).

None reserved

Restricted contact applies - see section 5. Route through the caseworker; school counselor may receive scheduling status only.

BH-Z0B4

First eligible clinical contact is after the threshold.

2026-06-02 08:45

No contact restriction. Confirm the in-person appointment; do not offer telehealth (plan carve-out).

BH-Q2T0

First eligible clinical contact is after the threshold.

2026-06-02 10:30

No contact restriction; ordinary outreach permitted.

Not counted: BH-J4K9 (crisis transfer, excluded until post-crisis disposition is known); BH-C3T8, BH-P8A4, BH-M2N7, and BH-L0R6 (same-day review); BH-X1D5, BH-R6W8, and BH-T9Y6 (priority with first clinical contact before the threshold); and all routine/waitlist clients.

5. Protected-contact caveats to carry forward

Client

Restriction as documented

Permitted outreach

Carry-forward instruction

BH-J4K9

Export instruction limits outreach to the client only; no collateral contact is authorized.

Client directly; mobile crisis / ED care team.

Do not contact family or other collaterals. Confirm post-crisis disposition through the crisis team.

BH-P8A4

Guardian phone on file unverified since 2026-05-07. School counselor may receive scheduling updates only.

Client; verified guardian once reached; school counselor for scheduling status only.

Same-day safety review proceeds with verification pending. Release no clinical detail to the school counselor, and verify guardian authority before booking any youth therapy intake.

BH-L0R6

Client explicitly requested that the partner not be contacted, even though the partner is listed in demographics.

Client directly; OB social work only.

Suppress the partner as a contact in outreach and reminders. Conduct all contact in Spanish.

BH-E7V1

Guardian/caregiver authority not verified with caregiver conflict noted; no voicemail or details with the stepfather until the caseworker confirms authority; school counselor limited to scheduling status.

Client; caseworker; school counselor for scheduling status only.

Leave no voicemail or clinical detail with the stepfather. Route verification through the caseworker and keep the youth therapy intake unreserved until authority is verified.

Not flagged as restricted contact: BH-S5Q2 (Spanish interpreter need), and BH-Z0B4, BH-N4A1, and BH-D5H0 (no telehealth consent or a site preference). These are scheduling constraints, not restrictions on collateral outreach.

6. Routine / waitlist dispositions

Four clients whose raw triage bands read high or moderate resolve to routine or waitlist once the signed notes and desk-reference exclusions are applied. None receive a reserved high-acuity slot or bridge outreach.

Client

Why routine rather than priority or escalation

Standing constraint

BH-V9F3

27, Northstar Select

PHQ-9 21 and GAD-7 16 are already covered by an active behavioral-health provider seen at 08:15 on 2026-05-29, within 72 hours, with the safety plan reviewed and no crisis or same-day trigger.

PCP asked to avoid duplicative urgent access unless symptoms change. Any future booking must be in-person under the Northstar Select telehealth exclusion.

BH-N4A1

63, Riverbend

The signed note corrects the psychosis checkbox: the entry reflects tinnitus and progressive hearing loss. Hallucinations, command content, intent, and recent self-harm are all denied, and PHQ-9 14 / GAD-7 10 with mild impairment meets no priority criterion.

Do not route to psychosis safety review on the export checkbox alone. No telehealth consent on file.

BH-A8U2

45, Riverbend

Both 30-day "behavioral-health ED" encounters were reclassified as one urgent-care insomnia visit and one non-behavioral ED visit, neither of which counts as a behavioral-health ED visit. PHQ-9 13 / GAD-7 12 with moderate impairment meets no priority criterion.

ED utilization flag originated in a non-behavioral encounter table; no decompensation documented.

BH-D5H0

19, County Access Safety Net

The 2026-05-21 ED observation stay did not convert to psychiatric inpatient admission, and ED observation does not count as inpatient discharge (it is also eight calendar days out). PHQ-9 16 / GAD-7 7 with mild impairment meets no priority criterion.

County Access Safety Net is eligible only for same-day safety review or post-crisis follow-up, so no routine or priority therapy intake may be reserved from the current inventory.

7. Capacity notes for the huddle

7.1 Slots excluded as unusable

S-ASR-HOLD-8MV (2026-05-29 16:00, adult safety review, East) - QA release pending, MIGRATION-HOLD, not released by the access lead.

P-SUD-7CX (2026-05-30 12:15, SUD nurse bridge, Spanish) - Hold, INTERPRETER-UNCONFIRMED. Its unavailability is the direct cause of the BH-S5Q2 gap.

P-POST-HLD-6R2 (2026-05-30 08:20, post-discharge transition, East) - Tentative, ED-CALLBACK-RESERVE, explicitly not available to this batch.

7.2 Usable capacity left unreserved

P-ADT-CEN-5QW (2026-05-31 13:00, adult therapy intake, Central, telehealth) - open, but barred for the one CedarCare client by the Central adult therapy carve-out; remaining priority clients matched closer program, payer, and site fits. Available for later release.

P-SUD-1FZ (2026-05-31 09:00, SUD nurse bridge, telehealth) - open, but English-only and excludes Riverbend Medicaid, so the batch’s only SUD priority client is ineligible.

P-YTH-H5L (2026-06-03 15:40, youth therapy intake, North) - open and otherwise matching, but must stay unreserved until guardian/caregiver authority is verified for BH-E7V1.

P-GRP-4MJ (2026-06-01 14:00, skills group orientation, West) - nonclinical; cannot satisfy first clinical contact and is not counted toward reserved clinical minutes.

7.3 Two escalations for the huddle

Capacity desk: release a Spanish-capable SUD nurse bridge slot, or attach confirmed interpreter capacity, for BH-S5Q2.

Caseworker: complete guardian/caregiver authority verification for BH-E7V1 so the youth therapy intake can be reserved.

8. Basis of reconciliation

Routing, slot eligibility, bridge outreach, payer carve-outs, language and modality requirements, and contact restrictions follow desk reference ACC-UR-0529-CUTOVER, which controls over stale payer text and comments in the slot inventory.

Fifteen care-coordination notes were signed inside the 2026-05-29 09:30-11:40 CT window and identify the same client as the export, so each was treated as authoritative for that client. HN-T9Y6-DRAFT (unsigned, 11:35 CT) was disregarded, so BH-T9Y6 was routed on the export facts.

Where facts supported more than one pathway, the highest-action pathway was used: BH-J4K9 to crisis transfer rather than an ED-callback intake, and BH-L0R6 to same-day Trigger D rather than perinatal priority on EPDS alone.

The slot inventory is the only capacity source. No slot was created, no duration was altered, and no blocked, hold, tentative, or QA-release-pending capacity was used.

Client-level detail supporting every line in this memo, including slot-by-slot eligibility reasoning, is in routing_reconciliation_workbook.xlsx.

User prompt → 60 turns · 30 tool calls → final responseclaude-code

45 of 60 turns are kept here; the rest were cut to fit the trajectory's byte budget, and each cut is marked where it fell.

  1. 1userYou are helping the urgent-access lead at Meadowbrook Behavioral Health Access Services finish the Friday cutover queue…

    You are helping the urgent-access lead at Meadowbrook Behavioral Health Access Services finish the Friday cutover queue before the early-afternoon scheduling huddle. The EHR migration left a mixed behavioral-health referral batch in the access desk: primary-care referrals, school and obstetric handoffs, ED and observation follow-ups, inpatient discharge follow-ups, and self-referrals. Using the attached access desk reference, referral export, signed care-coordination notes, and slot inventory, determine which clients need escalation before ordinary scheduling, which priority clients can be placed into eligible appointments, which priority clients remain unresolved because no eligible clinical slot can be reserved, and which contact restrictions must be carried forward for outreach.

    Work only from the attached materials. Treat the access desk reference/capacity rules as controlling for routing, slot eligibility, bridge outreach, payer carve-outs, language/modality requirements, and contact restrictions. Treat a signed care-coordination handoff as authoritative over the raw referral export only when it identifies the same client and is finalized within the 2026-05-29 09:30-11:40 CT batch-review window; ignore draft or unsigned notes. Do not treat raw triage bands as dispositions, do not infer diagnoses, do not recommend medications, and do not invent appointment capacity. Do not use blocked, tentative, held, or QA-release-pending slots. Do not override payer, telehealth, language, guardian/caregiver authority, or collateral-contact restrictions. When facts point to more than one pathway, use the highest-action pathway supported by the attached rules and state any remaining scheduling or contact constraint.

    Produce exactly two deliverables in /workspace/output/:

    • access_reconciliation_memo.docx - a structured memo for the urgent-access lead summarizing the escalation queue, slot reservations, unresolved priority cases, bridge-outreach needs, and protected-conta

    … 403 more characters in the raw trajectory.

  2. 2I'll start by examining the attached materials in the workspace.21k

    I'll start by examining the attached materials in the workspace.

  3. 3Bash1

    Tool execution only — no assistant text

    Bashfind /workspace -type f -not -path "*/node_modules/*" -not -path "*/.git/*" | head -100 && echo "---" && ls -la /workspace (+description)

    Arguments

    List workspace files

    find /workspace -type f -not -path "*/node_modules/*" -not -path "*/.git/*" | head -100 && echo "---" && ls -la /workspace

    Output

    /workspace/data/access_services_rules_cutover_queue.pdf
    /workspace/data/referral_batch_export.xlsx
    /workspace/data/signed_clinical_handoff_packet.docx
    /workspace/data/slot_inventory_and_roster.xlsx
    ---
    total 12
    drwxr-xr-x 1 root root 4096 Aug 20 01:18 .
    drwxr-xr-x 1 root root 4096 Aug 20 03:02 ..
    drwxr-xr-x 1 root root 4096 Aug 20 01:18 data
    
    [stdout]
    /workspace/data/access_services_rules_cutover_queue.pdf
    /workspace/data/referral_batch_export.xlsx
    /workspace/data/signed_clinical_handoff_packet.docx
    /workspace/data/slot_inventory_and_roster.xlsx
    ---
    total 12
    drwxr-xr-x 1 root root 4096 Aug 20 01:18 .
    drwxr-xr-x 1 root root 4096 Aug 20 03:02 ..
    drwxr-xr-x 1 root root 4096 Aug 20 01:18 data
    [metadata]
    noOutputExpected: false
  4. 5Bash21k1

    Tool execution only — no assistant text

    Bashcd /workspace/data && python3 -c " import zipfile for f in ['referral_batch_export.xlsx','slot_inventory_and_roster.xlsx','signed_clinical_handoff_packet.docx']: print('===',f) z=zipfile.ZipFile(f) for n in z.namelist(): print(' ',n) " 2>&1 | head -60; echo "--- PDF pages:"; python3 -c " import subprocess " ; pdfinfo /workspace/data/access_services_rules_cutover_queue.pdf 2>/dev/null || python3 -c " try: import pypdf; r=pypdf.PdfReader('/workspace/data/access_services_rules_cutover_queue.pdf'); print('pages',len(r.pages)) except Exception as e: p4k chars

    Arguments

    cd /workspace/data && python3 -c "
    import zipfile
    for f in ['referral_batch_export.xlsx','slot_inventory_and_roster.xlsx','signed_clinical_handoff_packet.docx']:
        print('===',f)
        z=zipfile.ZipFile(f)
        for n in z.namelist(): print('   ',n)
    " 2>&1 | head -60; echo "--- PDF pages:"; python3 -c "
    import subprocess
    " ; pdfinfo /workspace/data/access_services_rules_cutover_queue.pdf 2>/dev/null || python3 -c "
    try:
        import pypdf; r=pypdf.PdfReader('/workspace/data/access_services_rules_cutover_queue.pdf'); print('pages',len(r.pages))
    except Exception as e: p

    … 53 more characters of arguments in the raw trajectory.

    Output

    === referral_batch_export.xlsx
        docProps/app.xml
        docProps/core.xml
        xl/theme/theme1.xml
        xl/worksheets/sheet1.xml
        xl/tables/table1.xml
        xl/worksheets/_rels/sheet1.xml.rels
        xl/worksheets/sheet2.xml
        xl/tables/table2.xml
        xl/worksheets/_rels/sheet2.xml.rels
        xl/worksheets/sheet3.xml
        xl/styles.xml
        _rels/.rels
        xl/workbook.xml
        xl/_rels/workbook.xml.rels
        [Content_Types].xml
    === slot_inventory_and_roster.xlsx
        docProps/app.xml
        docProps/core.xml
        xl/theme/theme1.xml
        xl/worksheets/sheet1.xml
        xl/tables/table1.xml
        xl/worksheets/_rels/sheet1.xml.rels
        xl/worksheets/sheet2.xml
        xl/tables/table2.xml
        xl/worksheets/_rels/sheet2.xml.rels
        xl/worksheets/sheet3.xml
        xl/styles.xml
        _rels/.rels
        xl/workbook.xml
        xl/_rels/workbook.xml.rels
        [Content_Types].xml
    === signed_clinical_handoff_packet.docx
        [Content_Types].xml
        _rels/.rels
        docProps/core.xml
        docProps/app.xml
        word/document.xml
       

    … 2,938 more characters of output in the raw trajectory.

  5. 6Bash22k1

    Tool execution only — no assistant text

    Bashpdftotext -layout access_services_rules_cutover_queue.pdf - 2>/dev/null | cat -A /dev/null; pdftotext -layout access_services_rules_cutover_queue.pdf /tmp/rules.txt && cat /tmp/rules.txt (+description)18k chars

    Arguments

    Extract rules PDF text

    pdftotext -layout access_services_rules_cutover_queue.pdf - 2>/dev/null | cat -A /dev/null; pdftotext -layout access_services_rules_cutover_queue.pdf /tmp/rules.txt && cat /tmp/rules.txt

    Output

    Meadowbrook Behavioral Health Access Services
     Cutover Queue Desk Reference - Urgent Access, Capacity, and Contact
     Handling
              Document ID          ACC-UR-0529-CUTOVER                           Applies to          EHR cutover referrals reviewed 2026-05-29 11:40 CT
    
              Owner                Access Services Operations Lead               Use limit           Administrative routing only - not a diagnostic, medication, or
                                                                                                     treatment protocol
    
    
    
     1. Source hierarchy and exclusions
       Area                               Operational requirement
    
       Authoritative hierarchy            Use this desk reference for routing, bridge outreach, payer carve-outs, slot eligibility, and contact restrictions. Use the signed
                                          care-coordination handoff packet over the referral export only when the note identifies the same client and is signed during the
                

    … 17,455 more characters of output in the raw trajectory.

  6. 8Bash25k1

    Tool execution only — no assistant text

    Bashpython3 -c " import openpyxl for f in ['referral_batch_export.xlsx','slot_inventory_and_roster.xlsx']: wb=openpyxl.load_workbook(f) print('=====',f, wb.sheetnames) for ws in wb.worksheets: print('---SHEET:',ws.title, ws.dimensions) " (+description)

    Arguments

    List sheets and dims

    python3 -c "
    import openpyxl
    for f in ['referral_batch_export.xlsx','slot_inventory_and_roster.xlsx']:
        wb=openpyxl.load_workbook(f)
        print('=====',f, wb.sheetnames)
        for ws in wb.worksheets:
            print('---SHEET:',ws.title, ws.dimensions)
    "

    Output

    ===== referral_batch_export.xlsx ['Referral_Export', 'Batch_Context', 'Extract_Control']
    ---SHEET: Referral_Export A1:AD17
    ---SHEET: Batch_Context A1:B7
    ---SHEET: Extract_Control A1:B7
    ===== slot_inventory_and_roster.xlsx ['Open_Slot_Inventory', 'Capacity_Addendum_Index', 'Roster_Control']
    ---SHEET: Open_Slot_Inventory A1:O17
    ---SHEET: Capacity_Addendum_Index A1:B6
    ---SHEET: Roster_Control A1:B6
    
    [stdout]
    ===== referral_batch_export.xlsx ['Referral_Export', 'Batch_Context', 'Extract_Control']
    ---SHEET: Referral_Export A1:AD17
    ---SHEET: Batch_Context A1:B7
    ---SHEET: Extract_Control A1:B7
    ===== slot_inventory_and_roster.xlsx ['Open_Slot_Inventory', 'Capacity_Addendum_Index', 'Roster_Control']
    ---SHEET: Open_Slot_Inventory A1:O17
    ---SHEET: Capacity_Addendum_Index A1:B6
    ---SHEET: Roster_Control A1:B6
    [metadata]
    noOutputExpected: false
  7. 9Bash26k1

    Tool execution only — no assistant text

    Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('referral_batch_export.xlsx') ws=wb['Referral_Export'] rows=list(ws.iter_rows(values_only=True)) hdr=rows[0] for i,r in enumerate(rows[1:],1): print('===== ROW',i) for h,v in zip(hdr,r): if v is not None and str(v).strip()!='': print(f' {h}: {v}') " (+description)28k chars

    Arguments

    Dump referral export rows

    python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('referral_batch_export.xlsx')
    ws=wb['Referral_Export']
    rows=list(ws.iter_rows(values_only=True))
    hdr=rows[0]
    for i,r in enumerate(rows[1:],1):
        print('===== ROW',i)
        for h,v in zip(hdr,r):
            if v is not None and str(v).strip()!='':
                print(f'  {h}: {v}')
    "

    Output

    ===== ROW 1
      client_id: BH-J4K9
      intake_ts_ct: 2026-05-29 09:08:00
      source: ED callback
      age: 34
      perinatal_status: No
      payer_plan: Riverbend Medicaid MCO
      preferred_site: East
      clinical_language: English
      telehealth_consent: No
      guardian_consent_status: n/a
      collateral_contact_note: May contact client only
      raw_triage_band: Moderate
      phq9: 15
      gad7: 12
      functional_impairment: Moderate
      current_intent_reported: No
      current_death_or_self_harm_thoughts: No
      method_or_means_recent: No
      safety_plan_on_file: No
      medically_attended_self_harm_last_72h: No
      psychosis_checkbox: No
      command_content_reported: No
      substance_withdrawal_status: None
      bh_ed_visits_30d: 1
      active_bh_provider_seen_within_72h: No
      linked_note_id: HN-J4K9
      export_comment: ED callback note pending at export time.
    ===== ROW 2
      client_id: BH-C3T8
      intake_ts_ct: 2026-05-29 09:17:00
      source: Primary care warm handoff
      age: 47
      perinatal_status: No
      payer_plan: Riverbend Medicaid MCO
      preferre

    … 26,804 more characters of output in the raw trajectory.

  8. 11Bash33k1

    Tool execution only — no assistant text

    Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('referral_batch_export.xlsx') for s in ['Batch_Context','Extract_Control']: ws=wb[s]; print('=====',s) for r in ws.iter_rows(values_only=True): print(' ',r) wb2=openpyxl.load_workbook('slot_inventory_and_roster.xlsx') for s in ['Capacity_Addendum_Index','Roster_Control']: ws=wb2[s]; print('=====',s) for r in ws.iter_rows(values_only=True): print(' ',r) " (+description)5k chars

    Arguments

    Dump context sheets

    python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('referral_batch_export.xlsx')
    for s in ['Batch_Context','Extract_Control']:
        ws=wb[s]; print('=====',s)
        for r in ws.iter_rows(values_only=True):
            print('  ',r)
    wb2=openpyxl.load_workbook('slot_inventory_and_roster.xlsx')
    for s in ['Capacity_Addendum_Index','Roster_Control']:
        ws=wb2[s]; print('=====',s)
        for r in ws.iter_rows(values_only=True):
            print('  ',r)
    "

    Output

    ===== Batch_Context
       ('Field', 'Value')
       ('Batch review timestamp (CT)', datetime.datetime(2026, 5, 29, 11, 40))
       ('Bridge threshold (72h from batch review)', datetime.datetime(2026, 6, 1, 11, 40))
       ('Export generated', datetime.datetime(2026, 5, 29, 11, 22))
       ('Important note', 'Raw triage band is a screening label only. Routing must be determined from the policy and handoffs.')
       ('Important note', 'Signed clinical handoffs in the batch-review window may override raw export facts for the same client.')
       ('Important note', 'Use slot inventory plus policy carve-outs; do not use status Hold, Blocked, Tentative, or QA release pending.')
    ===== Extract_Control
       ('extract_name', 'MBH_ACCESS_CUTOVER_QUEUE')
       ('source_system', 'athenaOne BH intake and CareConnect attachments')
       ('run_id', 'CUTOVER-0529-AC-7MZQ')
       ('generated_ct', datetime.datetime(2026, 5, 29, 11, 22))
       ('review_window_ct', '2026-05-29 09:30-11:40')
       ('queue_owner', 'Access Services - urgent access de

    … 3,586 more characters of output in the raw trajectory.

  9. 12Bash34k1

    Tool execution only — no assistant text

    Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('slot_inventory_and_roster.xlsx') ws=wb['Open_Slot_Inventory'] rows=list(ws.iter_rows(values_only=True)) hdr=rows[0] print(hdr) for i,r in enumerate(rows[1:],1): print('=== SLOT ROW',i) for h,v in zip(hdr,r): print(f' {h}: {v}') " (+description)17k chars

    Arguments

    Dump slot inventory

    python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('slot_inventory_and_roster.xlsx')
    ws=wb['Open_Slot_Inventory']
    rows=list(ws.iter_rows(values_only=True))
    hdr=rows[0]
    print(hdr)
    for i,r in enumerate(rows[1:],1):
        print('=== SLOT ROW',i)
        for h,v in zip(hdr,r):
            print(f'   {h}: {v}')
    "

    Output

    ('slot_id', 'start_ct', 'site', 'program', 'modality', 'minutes', 'slot_status', 'hold_code', 'age_band', 'accepted_payers', 'accepted_plans_or_exclusions', 'clinical_languages', 'credential_tags', 'clinical_contact_type', 'capacity_note')
    === SLOT ROW 1
       slot_id: S-YSF-A7Q
       start_ct: 2026-05-29 13:05:00
       site: North
       program: Youth Safety Review
       modality: In-person
       minutes: 45
       slot_status: Open
       hold_code: None
       age_band: 12-17
       accepted_payers: Medicaid; Commercial; Self-pay
       accepted_plans_or_exclusions: Riverbend; CedarCare; BlueChoice; Northstar Select
       clinical_languages: English; Spanish
       credential_tags: LCSW-youth-safety
       clinical_contact_type: Clinical same-day safety
       capacity_note: Same-day youth safety block.
    === SLOT ROW 2
       slot_id: S-PSY-9D2
       start_ct: 2026-05-29 13:30:00
       site: East
       program: Psychosis Safety Review
       modality: In-person
       minutes: 45
       slot_status: Open
       hold_code: None
       age_band: 18+
       accepted_payers: 

    … 15,928 more characters of output in the raw trajectory.

  10. 13Now the signed handoff packet.38k

    Now the signed handoff packet.

  11. 14Bash1

    Tool execution only — no assistant text

    Bashpython3 -c " from docx import Document d=Document('signed_clinical_handoff_packet.docx') from docx.table import Table from docx.text.paragraph import Paragraph body=d.element.body def iterblk(parent): from docx.oxml.ns import qn for child in parent.iterchildren(): if child.tag==qn('w:p'): yield Paragraph(child,d) elif child.tag==qn('w:tbl'): yield Table(child,d) for b in iterblk(body): if isinstance(b,Paragraph): t=b.text.strip() if t: print(f'[{b.style.name}] {t}') else: print('--- TABLE ---') for ro12k chars

    Arguments

    python3 -c "
    from docx import Document
    d=Document('signed_clinical_handoff_packet.docx')
    from docx.table import Table
    from docx.text.paragraph import Paragraph
    body=d.element.body
    def iterblk(parent):
        from docx.oxml.ns import qn
        for child in parent.iterchildren():
            if child.tag==qn('w:p'): yield Paragraph(child,d)
            elif child.tag==qn('w:tbl'): yield Table(child,d)
    for b in iterblk(body):
        if isinstance(b,Paragraph):
            t=b.text.strip()
            if t: print(f'[{b.style.name}] {t}')
        else:
            print('--- TABLE ---')
            for ro

    … 171 more characters of arguments in the raw trajectory.

    Output

    [Heading 1] Access Services Care-Coordination Notes Packet
    [Normal] Cutover queue review window: 2026-05-29 09:30-11:40 CT | Service line: urgent access desk
    [Normal] Finalized notes below may update the cutover referral export when the client identifier matches. Draft or unsigned notes are attachment carryover only and are not finalized clinical handoffs for routing.
    --- TABLE ---
      | Note metadata | Care-coordination note
      | Note ID: HN-J4K9
    Client ID: BH-J4K9
    Status: SIGNED 2026-05-29 11:18 CT
    Origin: LCSW ED callback | Client stated intent to act tonight and described medication stockpile at home as accessible means. Urgent-care record from 2026-05-27 shows medically attended self-harm laceration. Mobile crisis warm transfer was accepted during call. Do not place into outpatient access until crisis disposition is known.
      | Note ID: HN-C3T8
    Client ID: BH-C3T8
    Status: SIGNED 2026-05-29 10:02 CT
    Origin: PCP behavioral health handoff | Client denied current intent but described revie

    … 10,908 more characters of output in the raw trajectory.

  12. 16All four sources are extracted. Let me verify my note-window and eligibility logic once more against edge cases, then bu…53k

    All four sources are extracted. Let me verify my note-window and eligibility logic once more against edge cases, then build the deliverables.

  13. 17Bash1

    Tool execution only — no assistant text

    Bashpython3 - <<'EOF' from datetime import datetime w0=datetime(2026,5,29,9,30); w1=datetime(2026,5,29,11,40) notes={'HN-J4K9':('SIGNED','11:18'),'HN-C3T8':('SIGNED','10:02'),'HN-P8A4':('SIGNED','10:41'),'HN-M2N7':('SIGNED','10:36'), 'HN-L0R6':('SIGNED','10:58'),'HN-X1D5':('SIGNED','09:55'),'HN-S5Q2':('SIGNED','10:24'),'HN-R6W8':('SIGNED','10:50'), 'HN-E7V1':('SIGNED','11:05'),'HN-Q2T0':('SIGNED','10:47'),'HN-Z0B4':('SIGNED','10:52'),'HN-T9Y6-DRAFT':('DRAFT','11:35'), 'HN-V9F3':('SIGNED','10:44'),'HN-N4A1':('SIGNED','10:12'),'HN-A8U2':('SIGNED','10:32'),'HN-D5H0':('SIGNED','09:492k chars

    Arguments

    python3 - <<'EOF'
    from datetime import datetime
    w0=datetime(2026,5,29,9,30); w1=datetime(2026,5,29,11,40)
    notes={'HN-J4K9':('SIGNED','11:18'),'HN-C3T8':('SIGNED','10:02'),'HN-P8A4':('SIGNED','10:41'),'HN-M2N7':('SIGNED','10:36'),
    'HN-L0R6':('SIGNED','10:58'),'HN-X1D5':('SIGNED','09:55'),'HN-S5Q2':('SIGNED','10:24'),'HN-R6W8':('SIGNED','10:50'),
    'HN-E7V1':('SIGNED','11:05'),'HN-Q2T0':('SIGNED','10:47'),'HN-Z0B4':('SIGNED','10:52'),'HN-T9Y6-DRAFT':('DRAFT','11:35'),
    'HN-V9F3':('SIGNED','10:44'),'HN-N4A1':('SIGNED','10:12'),'HN-A8U2':('SIGNED','10:32'),'HN-D5H0':('SIGNED','09:49

    … 771 more characters of arguments in the raw trajectory.

    Output

    HN-J4K9          SIGNED 11:18  authoritative=True
    HN-C3T8          SIGNED 10:02  authoritative=True
    HN-P8A4          SIGNED 10:41  authoritative=True
    HN-M2N7          SIGNED 10:36  authoritative=True
    HN-L0R6          SIGNED 10:58  authoritative=True
    HN-X1D5          SIGNED 09:55  authoritative=True
    HN-S5Q2          SIGNED 10:24  authoritative=True
    HN-R6W8          SIGNED 10:50  authoritative=True
    HN-E7V1          SIGNED 11:05  authoritative=True
    HN-Q2T0          SIGNED 10:47  authoritative=True
    HN-Z0B4          SIGNED 10:52  authoritative=True
    HN-T9Y6-DRAFT    DRAFT  11:35  authoritative=False
    HN-V9F3          SIGNED 10:44  authoritative=True
    HN-N4A1          SIGNED 10:12  authoritative=True
    HN-A8U2          SIGNED 10:32  authoritative=True
    HN-D5H0          SIGNED 09:49  authoritative=True
    
    2026-05-29 Friday
    2026-05-30 Saturday
    2026-05-31 Sunday
    2026-06-01 Monday
    2026-06-02 Tuesday
    2026-06-03 Wednesday
    
    BH-X1D5 2026-05-24 5 calendar days before batch review; within7=True
    BH-D5H0 2026-0

    … 1,206 more characters of output in the raw trajectory.

  14. 19Analysis is locked. Now let me load the document skills.53k

    Analysis is locked. Now let me load the document skills.

  15. 20user{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/docx\n\n# DOCX creation, editing, a…

    {"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/docx\n\n# DOCX creation, editing, and analysis\n\n## Overview\n\nA .docx file is a ZIP archive containing XML files.\n\n## Quick Reference\n\n| Task | Approach |\n|------|----------|\n| Read/analyze content | pandoc or unpack for raw XML |\n| Create new document | Use docx-js - see Creating New Documents below |\n| Edit existing document | Unpack → edit XML → repack - see Editing Existing Documents below |\n\n### Converting .doc to .docx\n\nLegacy .doc files must be converted before editing:\n\nbash\npython scripts/office/soffice.py --headless --convert-to docx document.doc\n\n\n### Reading Content\n\nbash\n# Text extraction with tracked changes\npandoc --track-changes=all document.docx -o output.md\n\n# Raw XML access\npython scripts/office/unpack.py document.docx unpacked/\n\n\n### Converting to Images\n\nbash\npython scripts/office/soffice.py --headless --convert-to pdf document.docx\npdftoppm -jpeg -r 150 document.pdf page\n\n\n### Accepting Tracked Changes\n\nTo produce a clean document with all tracked changes accepted (requires LibreOffice):\n\nbash\npython scripts/accept_changes.py input.docx output.docx\n\n\n---\n\n## Creating New Documents\n\nGenerate .docx files with JavaScript, then validate. Install: npm install -g docx\n\n### Setup\n```javascript\nconst { Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell, ImageRun,\n Header, Footer, AlignmentType, PageOrientation, LevelFormat, ExternalHyperlink,\n InternalHyperlink, Bookmark, FootnoteReferenceRun, PositionalTab,\n PositionalTabAlignment, PositionalTabRelativeTo, PositionalTabLeader,\n TabStopType, TabStopPosition, Column, SectionType,\n TableOfContents, HeadingLevel, BorderStyle, WidthType, ShadingType,\n VerticalAlign, PageNumber, PageBreak } = require('docx');\n\nconst doc = new Document({ sections: [{ children: [/* content */] }

    … 18,094 more characters in the raw trajectory.

  16. 21Skill1

    Tool execution only — no assistant text

    Skilldocx

    Arguments

    docx

    Output

    Launching skill: docx
    
    [metadata]
    success: true
    commandName: docx
  17. 22user{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/xlsx\n\n# Requirements for Outputs\…

    {"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/xlsx\n\n# Requirements for Outputs\n\n## All Excel files\n\n### Professional Font\n- Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user\n\n### Zero Formula Errors\n- Every Excel model MUST be delivered with ZERO formula errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?)\n\n### Preserve Existing Templates (when updating templates)\n- Study and EXACTLY match existing format, style, and conventions when modifying files\n- Never impose standardized formatting on files with established patterns\n- Existing template conventions ALWAYS override these guidelines\n\n## Financial models\n\n### Color Coding Standards\nUnless otherwise stated by the user or existing template\n\n#### Industry-Standard Color Conventions\n- Blue text (RGB: 0,0,255): Hardcoded inputs, and numbers users will change for scenarios\n- Black text (RGB: 0,0,0): ALL formulas and calculations\n- Green text (RGB: 0,128,0): Links pulling from other worksheets within same workbook\n- Red text (RGB: 255,0,0): External links to other files\n- Yellow background (RGB: 255,255,0): Key assumptions needing attention or cells that need to be updated\n\n### Number Formatting Standards\n\n#### Required Format Rules\n- Years: Format as text strings (e.g., "2024" not "2,024")\n- Currency: Use $#,##0 format; ALWAYS specify units in headers ("Revenue ($mm)")\n- Zeros: Use number formatting to make all zeros "-", including percentages (e.g., "$#,##0;($#,##0);-")\n- Percentages: Default to 0.0% format (one decimal)\n- Multiples: Format as 0.0x for valuation multiples (EV/EBITDA, P/E)\n- Negative numbers: Use parentheses (123) not minus -123\n\n### Formula Construction Rules\n\n#### Assumptions Placement\n- Place ALL assumptions (growth rates, margins, multiples, etc.) in separate assumption cells\n- Use cell referenc

    … 8,847 more characters in the raw trajectory.

  18. 23Skill62k1

    Tool execution only — no assistant text

    Skillxlsx

    Arguments

    xlsx

    Output

    Launching skill: xlsx
    
    [metadata]
    success: true
    commandName: xlsx
  19. 25Both skills loaded. Building the workbook first.70k

    Both skills loaded. Building the workbook first.

  20. 26Bash1

    Tool execution only — no assistant text

    Bashmkdir -p /workspace/output && node -e "require('docx');console.log('docx ok')" 2>&1 | tail -2; python3 -c "import openpyxl;print('openpyxl', openpyxl.__version__)"; ls /logs/agent/sessions/skills/xlsx/scripts/ 2>/dev/null (+description)

    Arguments

    Check tooling availability

    mkdir -p /workspace/output && node -e "require('docx');console.log('docx ok')" 2>&1 | tail -2; python3 -c "import openpyxl;print('openpyxl', openpyxl.__version__)"; ls /logs/agent/sessions/skills/xlsx/scripts/ 2>/dev/null

    Output

    /bin/bash: line 1: node: command not found
    openpyxl 3.1.5
    office
    recalc.py
    
    [stdout]
    /bin/bash: line 1: node: command not found
    openpyxl 3.1.5
    office
    recalc.py
    [metadata]
    noOutputExpected: false
  21. 27Bash71k1

    Tool execution only — no assistant text

    Bashwhich npm nodejs node 2>/dev/null; ls /usr/lib/node_modules 2>/dev/null; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')" (+description)

    Arguments

    Check node and python-docx

    which npm nodejs node 2>/dev/null; ls /usr/lib/node_modules 2>/dev/null; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')"

    Output

    python-docx 1.2.0
    
    [stdout]
    python-docx 1.2.0
    [metadata]
    noOutputExpected: false
  22. 29No Node available — I'll use python-docx for the memo. Writing the workbook now.86k

    No Node available — I'll use python-docx for the memo. Writing the workbook now.

  23. 30Bash1

    Tool execution only — no assistant text

    Bashcat > /tmp/build_wb.py <<'PYEOF' from openpyxl import Workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter HDR_FILL = PatternFill('solid', start_color='1F3864') HDR_FONT = Font(name='Arial', size=10, bold=True, color='FFFFFF') BASE = Font(name='Arial', size=10) BOLD = Font(name='Arial', size=10, bold=True) TITLE = Font(name='Arial', size=12, bold=True, color='1F3864') thin = Side(style='thin', color='BFBFBF') BORD = Border(left=thin, right=thin, top=thin, bottom=thin) CRISIS = PatternFill('solid',

    Arguments

    cat > /tmp/build_wb.py <<'PYEOF'
    from openpyxl import Workbook
    from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
    from openpyxl.utils import get_column_letter
    
    HDR_FILL = PatternFill('solid', start_color='1F3864')
    HDR_FONT = Font(name='Arial', size=10, bold=True, color='FFFFFF')
    BASE = Font(name='Arial', size=10)
    BOLD = Font(name='Arial', size=10, bold=True)
    TITLE = Font(name='Arial', size=12, bold=True, color='1F3864')
    thin = Side(style='thin', color='BFBFBF')
    BORD = Border(left=thin, right=thin, top=thin, bottom=thin)
    CRISIS = PatternFill('solid',

    … 32,965 more characters of arguments in the raw trajectory.

    Output

    saved
    
    [stdout]
    saved
    [metadata]
    noOutputExpected: false
  24. 31Bash86k1

    Tool execution only — no assistant text

    Bashcd /logs/agent/sessions/skills/xlsx && python3 scripts/recalc.py /workspace/output/routing_reconciliation_workbook.xlsx 120 (+description)

    Arguments

    Recalculate workbook formulas

    cd /logs/agent/sessions/skills/xlsx && python3 scripts/recalc.py /workspace/output/routing_reconciliation_workbook.xlsx 120

    Output

    {
      "status": "success",
      "total_errors": 0,
      "error_summary": {},
      "total_formulas": 16
    }
    Shell cwd was reset to /workspace
    
    [stdout]
    {
      "status": "success",
      "total_errors": 0,
      "error_summary": {},
      "total_formulas": 16
    }
    [stderr]
    
    Shell cwd was reset to /workspace
    [metadata]
    noOutputExpected: false
  25. 32Bash86k1

    Tool execution only — no assistant text

    Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/routing_reconciliation_workbook.xlsx',data_only=True) ws=wb['Summary_Counts'] for r in ws.iter_rows(min_row=5,max_row=18,values_only=True): if r[0]: print(f'{r[0]:<55} {r[1]}') print() ws2=wb['Slot_Reservations'] print('minutes total cell G14:', ws2['G14'].value, '| count H14:', ws2['H14'].value) print('bridge yes count:', wb['Bridge_Outreach']['C14'].value) " (+description)2k chars

    Arguments

    Verify computed summary values

    python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('/workspace/output/routing_reconciliation_workbook.xlsx',data_only=True)
    ws=wb['Summary_Counts']
    for r in ws.iter_rows(min_row=5,max_row=18,values_only=True):
        if r[0]: print(f'{r[0]:<55} {r[1]}')
    print()
    ws2=wb['Slot_Reservations']
    print('minutes total cell G14:', ws2['G14'].value, '| count H14:', ws2['H14'].value)
    print('bridge yes count:', wb['Bridge_Outreach']['C14'].value)
    "

    Output

    Measure                                                 Count
    Clients in cutover batch                                16
    Escalation queue (crisis + same-day review)             5
      Crisis transfers                                      1
      Same-day clinician review                             4
    Priority access clients                                 7
      Priority clients placed into eligible slots           5
      Priority clients unresolved (no eligible slot)        2
    Routine / waitlist clients                              4
    Reserved high-acuity clinical appointments              9
    Reserved clinical minutes                               480
    Clients requiring bridge outreach                       4
    Clients with protected-contact restrictions             4
    Inventory slots excluded as unusable (hold/tentative/QA) 3
    
    minutes total cell G14: 480 | count H14: 9
    bridge yes count: 4
    
    [stdout]
    Measure                                                 Count
    Clients in cutover batch                    

    … 816 more characters of output in the raw trajectory.

  26. 34Workbook verified. Now the memo.99k

    Workbook verified. Now the memo.

  27. 35Bash1

    Tool execution only — no assistant text

    Bashcat > /tmp/build_memo.py <<'PYEOF' from docx import Document from docx.shared import Pt, Inches, RGBColor from docx.enum.text import WD_ALIGN_PARAGRAPH from docx.enum.table import WD_TABLE_ALIGNMENT from docx.enum.section import WD_SECTION from docx.oxml.ns import qn from docx.oxml import OxmlElement NAVY = RGBColor(0x1F, 0x38, 0x64) GREY = RGBColor(0x59, 0x59, 0x59) CW = 6.5 doc = Document() sec = doc.sections[0] sec.page_width, sec.page_height = Inches(8.5), Inches(11) for m in ('top_margin','bottom_margin','left_margin','right_margin'): setattr(sec, m, Inc

    Arguments

    cat > /tmp/build_memo.py <<'PYEOF'
    from docx import Document
    from docx.shared import Pt, Inches, RGBColor
    from docx.enum.text import WD_ALIGN_PARAGRAPH
    from docx.enum.table import WD_TABLE_ALIGNMENT
    from docx.enum.section import WD_SECTION
    from docx.oxml.ns import qn
    from docx.oxml import OxmlElement
    
    NAVY = RGBColor(0x1F, 0x38, 0x64)
    GREY = RGBColor(0x59, 0x59, 0x59)
    CW = 6.5
    
    doc = Document()
    sec = doc.sections[0]
    sec.page_width, sec.page_height = Inches(8.5), Inches(11)
    for m in ('top_margin','bottom_margin','left_margin','right_margin'):
        setattr(sec, m, Inc

    … 26,093 more characters of arguments in the raw trajectory.

    Output

    saved
    
    [stdout]
    saved
    [metadata]
    noOutputExpected: false
  28. 36Bash99k1

    Tool execution only — no assistant text

    Bashcd /logs/agent/sessions/skills/docx && python3 scripts/office/validate.py /workspace/output/access_reconciliation_memo.docx 2>&1 | tail -20 (+description)2k chars

    Arguments

    Validate memo docx

    cd /logs/agent/sessions/skills/docx && python3 scripts/office/validate.py /workspace/output/access_reconciliation_memo.docx 2>&1 | tail -20

    Output

    FAILED - Found NEW validation errors:
      word/document.xml: 2 new error(s)
        - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}pBdr': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}ind, {http://schemas.openxmlformats.org/wordprocessingml/20...
        - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblBorders': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCaption, {http://schemas.openxmlformats.org/wordpr...
      word/settings.xml: 1 new error(s)
        - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom': The attribute '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}percent' is required but missing.
    
    Paragraphs: 0 → 323 (+323)
    Shell cwd was reset to /workspace
    
    [stdout]
    FAILED - Found NEW validation errors:
      word/document.xml: 2 new error(s)
        - Element '{http://schema

    … 832 more characters of output in the raw trajectory.

  29. 38Three schema-ordering issues to fix — element position in pPr/tblPr and a template zoom attribute.101k

    Three schema-ordering issues to fix — element position in pPr/tblPr and a template zoom attribute.

  30. 39Bash1

    Tool execution only — no assistant text

    Bashpython3 - <<'EOF' import re p='/tmp/build_memo.py' s=open(p).read() helper = ''' _PPR_AFTER = ('w:shd','w:tabs','w:suppressAutoHyphens','w:kinsoku','w:wordWrap','w:overflowPunct', 'w:topLinePunct','w:autoSpaceDE','w:autoSpaceDN','w:bidi','w:adjustRightInd','w:snapToGrid', 'w:spacing','w:ind','w:contextualSpacing','w:mirrorIndents','w:suppressOverlap','w:jc', 'w:textDirection','w:textAlignment','w:textboxTightWrap','w:outlineLvl','w:divId','w:cnfStyle', 'w:rPr','w:sectPr','w:pPrChange') _TBLPR_AFTER = ('w:shd','w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaptio

    Arguments

    python3 - <<'EOF'
    import re
    p='/tmp/build_memo.py'
    s=open(p).read()
    
    helper = '''
    _PPR_AFTER = ('w:shd','w:tabs','w:suppressAutoHyphens','w:kinsoku','w:wordWrap','w:overflowPunct',
      'w:topLinePunct','w:autoSpaceDE','w:autoSpaceDN','w:bidi','w:adjustRightInd','w:snapToGrid',
      'w:spacing','w:ind','w:contextualSpacing','w:mirrorIndents','w:suppressOverlap','w:jc',
      'w:textDirection','w:textAlignment','w:textboxTightWrap','w:outlineLvl','w:divId','w:cnfStyle',
      'w:rPr','w:sectPr','w:pPrChange')
    _TBLPR_AFTER = ('w:shd','w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaptio

    … 1,174 more characters of arguments in the raw trajectory.

    Output

    saved
    
    Paragraphs: 0 → 323 (+323)
    All validations PASSED!
    Shell cwd was reset to /workspace
    
    [stdout]
    saved
    
    Paragraphs: 0 → 323 (+323)
    All validations PASSED!
    [stderr]
    
    Shell cwd was reset to /workspace
    [metadata]
    noOutputExpected: false
  31. 40Validation passes. Let me render the memo to confirm it reads cleanly.102k

    Validation passes. Let me render the memo to confirm it reads cleanly.

  32. 41Bash1

    Tool execution only — no assistant text

    Bashcd /tmp && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/access_reconciliation_memo.docx --outdir /tmp/render >/dev/null 2>&1; pdftoppm -jpeg -r 80 /tmp/render/access_reconciliation_memo.pdf /tmp/render/pg && ls /tmp/render/ (+description)

    Arguments

    Render memo to images

    cd /tmp && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/access_reconciliation_memo.docx --outdir /tmp/render >/dev/null 2>&1; pdftoppm -jpeg -r 80 /tmp/render/access_reconciliation_memo.pdf /tmp/render/pg && ls /tmp/render/

    Output

    access_reconciliation_memo.pdf
    pg-1.jpg
    pg-2.jpg
    pg-3.jpg
    pg-4.jpg
    pg-5.jpg
    pg-6.jpg
    pg-7.jpg
    pg-8.jpg
    pg-9.jpg
    Shell cwd was reset to /workspace
    
    [stdout]
    access_reconciliation_memo.pdf
    pg-1.jpg
    pg-2.jpg
    pg-3.jpg
    pg-4.jpg
    pg-5.jpg
    pg-6.jpg
    pg-7.jpg
    pg-8.jpg
    pg-9.jpg
    [stderr]
    
    Shell cwd was reset to /workspace
    [metadata]
    noOutputExpected: false
  33. 42Read102k1

    Tool execution only — no assistant text

    Read/tmp/render/pg-1.jpg267k chars

    Arguments

    /tmp/render/pg-1.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 265,634 more characters of output in the raw trajectory.

  34. 44Read103k1

    Tool execution only — no assistant text

    Read/tmp/render/pg-2.jpg225k chars

    Arguments

    /tmp/render/pg-2.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 224,290 more characters of output in the raw trajectory.

  35. 46Column widths aren't sticking — the table grid needs explicit widths. Fixing that.106k

    Column widths aren't sticking — the table grid needs explicit widths. Fixing that.

  36. 47Bash1

    Tool execution only — no assistant text

    Bashpython3 - <<'EOF' p='/tmp/build_memo.py' s=open(p).read() s = s.replace('''def _insert_ordered(parent, el, after_tags):''', '''def set_grid(tbl, widths): grid = tbl._tbl.find(qn('w:tblGrid')) if grid is None: return for gc, w in zip(grid.findall(qn('w:gridCol')), widths): gc.set(qn('w:w'), str(int(round(w * 1440)))) tblPr = tbl._tbl.tblPr for old in tblPr.findall(qn('w:tblW')): tblPr.remove(old) tw = OxmlElement('w:tblW') tw.set(qn('w:w'), str(int(round(sum(widths) * 1440)))); tw.set(qn('w:type'), 'dxa') _insert_ordered(tblPr, t

    Arguments

    python3 - <<'EOF'
    p='/tmp/build_memo.py'
    s=open(p).read()
    
    s = s.replace('''def _insert_ordered(parent, el, after_tags):''', '''def set_grid(tbl, widths):
        grid = tbl._tbl.find(qn('w:tblGrid'))
        if grid is None: return
        for gc, w in zip(grid.findall(qn('w:gridCol')), widths):
            gc.set(qn('w:w'), str(int(round(w * 1440))))
        tblPr = tbl._tbl.tblPr
        for old in tblPr.findall(qn('w:tblW')): tblPr.remove(old)
        tw = OxmlElement('w:tblW')
        tw.set(qn('w:w'), str(int(round(sum(widths) * 1440)))); tw.set(qn('w:type'), 'dxa')
        _insert_ordered(tblPr, t

    … 2,083 more characters of arguments in the raw trajectory.

    Output

    saved
    
    Paragraphs: 0 → 323 (+323)
    All validations PASSED!
    8
    
    [stdout]
    saved
    
    Paragraphs: 0 → 323 (+323)
    All validations PASSED!
    8
    [metadata]
    noOutputExpected: false
  37. 48Read106k1

    Tool execution only — no assistant text

    Read/tmp/render/pg-2.jpg243k chars

    Arguments

    /tmp/render/pg-2.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 241,906 more characters of output in the raw trajectory.

  38. 50Read107k1

    Tool execution only — no assistant text

    Read/tmp/render/pg-3.jpg255k chars

    Arguments

    /tmp/render/pg-3.jpg

    Output

    type: image
    source:
      type: base64
      data: /9j/4AAQSkZJRgABAQEAUABQAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCANwAqgDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKA

    … 254,266 more characters of output in the raw trajectory.

  39. 51Read108k1

    Tool execution only — no assistant text

    Read/tmp/render/pg-5.jpg285k chars

    Arguments

    /tmp/render/pg-5.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 284,347 more characters of output in the raw trajectory.

  40. 53Read109k1

    Tool execution only — no assistant text

    Read/tmp/render/pg-7.jpg317k chars

    Arguments

    /tmp/render/pg-7.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 315,771 more characters of output in the raw trajectory.

  41. 55Two cosmetic fixes: a wrapped header label and a split table row.111k

    Two cosmetic fixes: a wrapped header label and a split table row.

  42. 56Bash1

    Tool execution only — no assistant text

    Bashpython3 - <<'EOF' p='/tmp/build_memo.py' s=open(p).read() s = s.replace("def table(headers, rows, widths, hdrfill='1F3864', rowfills=None, sizes=9):", "def table(headers, rows, widths, hdrfill='1F3864', rowfills=None, sizes=9, nosplit=False):") s = s.replace(""" set_grid(t, widths) doc.add_paragraph()""", """ set_grid(t, widths) if nosplit: no_split(t) doc.add_paragraph()""") # at-a-glance s = s.replace(" rowfills=['F8CBAD', 'FFE699', 'DDEBF7', 'FCE4D6', 'F2F2F2', 'E2EFDA', 'E2EFDA', None])", " rowfill

    Arguments

    python3 - <<'EOF'
    p='/tmp/build_memo.py'
    s=open(p).read()
    
    s = s.replace("def table(headers, rows, widths, hdrfill='1F3864', rowfills=None, sizes=9):",
                  "def table(headers, rows, widths, hdrfill='1F3864', rowfills=None, sizes=9, nosplit=False):")
    s = s.replace("""    set_grid(t, widths)
        doc.add_paragraph()""",
    """    set_grid(t, widths)
        if nosplit: no_split(t)
        doc.add_paragraph()""")
    
    # at-a-glance
    s = s.replace(" rowfills=['F8CBAD', 'FFE699', 'DDEBF7', 'FCE4D6', 'F2F2F2', 'E2EFDA', 'E2EFDA', None])",
                  " rowfill

    … 1,593 more characters of arguments in the raw trajectory.

    Output

    saved
    
    Paragraphs: 0 → 323 (+323)
    All validations PASSED!
    access_reconciliation_memo.pdf
    pg-1.jpg
    pg-2.jpg
    pg-3.jpg
    pg-4.jpg
    pg-5.jpg
    pg-6.jpg
    pg-7.jpg
    pg-8.jpg
    
    [stdout]
    saved
    
    Paragraphs: 0 → 323 (+323)
    All validations PASSED!
    access_reconciliation_memo.pdf
    pg-1.jpg
    pg-2.jpg
    pg-3.jpg
    pg-4.jpg
    pg-5.jpg
    pg-6.jpg
    pg-7.jpg
    pg-8.jpg
    [metadata]
    noOutputExpected: false
  43. 57Read112k1

    Tool execution only — no assistant text

    Read/tmp/render/pg-6.jpg279k chars

    Arguments

    /tmp/render/pg-6.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 278,067 more characters of output in the raw trajectory.

  44. 59Bash113k1

    Tool execution only — no assistant text

    Bashls -la /workspace/output/ && echo "--- sheets:" && python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/routing_reconciliation_workbook.xlsx') print(wb.sheetnames) for ws in wb.worksheets: print(f' {ws.title}: {ws.max_row-4} data rows x {ws.max_column} cols') " && echo "--- memo pages:" && pdfinfo /tmp/render/access_reconciliation_memo.pdf | grep Pages (+description)2k chars

    Arguments

    Final verification of outputs

    ls -la /workspace/output/ && echo "--- sheets:" && python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('/workspace/output/routing_reconciliation_workbook.xlsx')
    print(wb.sheetnames)
    for ws in wb.worksheets: print(f'  {ws.title}: {ws.max_row-4} data rows x {ws.max_column} cols')
    " && echo "--- memo pages:" && pdfinfo /tmp/render/access_reconciliation_memo.pdf | grep Pages

    Output

    total 84
    drwxr-xr-x 2 root root  4096 Aug 20 03:11 .
    drwxr-xr-x 1 root root  4096 Aug 20 03:06 ..
    -rw-r--r-- 1 root root 47319 Aug 20 03:13 access_reconciliation_memo.docx
    -rw-r--r-- 1 root root 27484 Aug 20 03:09 routing_reconciliation_workbook.xlsx
    --- sheets:
    ['Summary_Counts', 'Client_Routing_Decisions', 'Slot_Reservations', 'Slot_Eligibility_Decisions', 'Bridge_Outreach', 'Unresolved_Priority_Cases', 'Protected_Contact_Register']
      Summary_Counts: 16 data rows x 2 cols
      Client_Routing_Decisions: 16 data rows x 15 cols
      Slot_Reservations: 12 data rows x 11 cols
      Slot_Eligibility_Decisions: 16 data rows x 12 cols
      Bridge_Outreach: 11 data rows x 6 cols
      Unresolved_Priority_Cases: 2 data rows x 6 cols
      Protected_Contact_Register: 6 data rows x 6 cols
    --- memo pages:
    Pages:           8
    
    [stdout]
    total 84
    drwxr-xr-x 2 root root  4096 Aug 20 03:11 .
    drwxr-xr-x 1 root root  4096 Aug 20 03:06 ..
    -rw-r--r-- 1 root root 47319 Aug 20 03:13 access_reconciliation_memo.docx
    -rw-r--r-- 1 r

    … 656 more characters of output in the raw trajectory.

  45. 60Both deliverables are in /workspace/output/ and nothing else was written there. Reconciliation results Escalation queue…114k

    Both deliverables are in /workspace/output/ and nothing else was written there.

    Reconciliation results

    Escalation queue (5, in policy ranking order)

    1. BH-J4K9 — crisis transfer. Signed note HN-J4K9 (11:18 CT) reports current intent to act tonight with an accessible medication stockpile, plus medically attended self-harm on 2026-05-27. Mobile crisis/ED transfer already accepted; no outpatient slot, and excluded from bridge counts.
    2. BH-C3T8 — same-day Trigger A → S-ASR-3P1, 05-29 15:10
    3. BH-P8A4 — same-day Trigger B → S-YSF-A7Q, 05-29 13:05
    4. BH-M2N7 — same-day Trigger C → S-PSY-9D2, 05-29 13:30
    5. BH-L0R6 — same-day Trigger D → S-PERI-2B, 05-29 14:20

    Priority clients placed (5): BH-X1D5 → P-PDT-6N4; BH-R6W8 → P-ADT-K3M; BH-T9Y6 → P-ADT-TRI; BH-Z0B4 → P-ADT-V4R; BH-Q2T0 → P-PER-F8Q. Nine reserved high-acuity clinical appointments, 480 reserved clinical minutes.

    Unresolved priority (2)

    • BH-S5Q2 — Spanish required; the Spanish/Riverbend SUD bridge (P-SUD-7CX) is on an interpreter-unconfirmed hold, and P-SUD-1FZ is English-only and excludes Riverbend. Needs a capacity-desk release.
    • BH-E7V1 — P-YTH-H5L otherwise matches, but priority youth therapy intake requires verified guardian authority, which is unverified with caregiver conflict.

    Bridge outreach (4): BH-S5Q2 (SUD, counts regardless of timing), BH-E7V1 (no appointment), BH-Z0B4 and BH-Q2T0 (first contact after the 06-01 11:40 threshold).

    Protected contact (4): BH-J4K9 (client only), BH-P8A4 (guardian unverified; counselor gets scheduling status only), BH-L0R6 (partner do-not-contact), BH-E7V1 (no detail/voicemail with stepfather).

    Three judgment calls worth flagging at the huddle: BH-T9Y6 was routed on the export because the correcting note is an unsigned draft; BH-D5H0's observation stay was not treated as an inpatient discharge, and County Access Safety Net bars any therapy intake for them; and BH-R6W8 was steered to East adult therapy because

    … 98 more characters in the raw trajectory.

1 failure mode across 1 verifier failures

  1. 1Off-Scope Advice AddedView on Failure Modes ↗Presentation and Communication1 failure

    Description

    With the requested reconciliation or analysis otherwise present, does the final communication add unrequested clinical, treatment, monitoring, referral, release, or operational workflow directives?

    Failure evidence · per affected verifier

    • The memo correctly covers the requested reconciliation categories but also adds unrequested operational directives, such as tasking the capacity desk or a caseworker, clinical care instructions, or extra sections beyond the required reconciliation outputs.