📅 Scheduling Optimizer & No-Show Playbook

Purpose

Generate a customized scheduling optimization playbook for a dental practice — including appointment-type templates with ideal durations and sequencing rules, same-day cancellation fill protocols, no-show reduction strategies with reminder sequences, waitlist management workflows, and provider-specific block scheduling guidelines. Designed to recover the 10–20% of production most practices lose to no-shows, late cancellations, and suboptimal chair utilization.

When to Use

Use this skill when:

• The practice is experiencing a no-show or late-cancellation rate above 10%
• The schedule has chronic gaps (empty chairs during production hours) or chronic overbooking (patients waiting 20+ minutes)
• Onboarding a new scheduling coordinator or front-desk team member
• Transitioning to a new PMS and need to rebuild scheduling templates
• Implementing or configuring an AI scheduling tool (Viva, Arini, DentalAI Assist, etc.) and need the underlying rules and templates to feed into the system
• Running a monthly operations review and need to audit scheduling efficiency

Do not use this skill to generate patient recall campaigns (use recall-sequence-generator) or to configure vendor-specific AI receptionist prompts (use after-hours-emergency-triage for the triage block; refer to knowledge-base/tools-ecosystem/ai-phone-receptionists.md for vendor selection).

Required Input

Minimal-input fast-path: Provide just #1 (practice profile) and #2 (pain points). The skill will apply default heuristics for every unspecified field and label each assumption [DEFAULT — VERIFY] at the top of the output so the practice can override them. A complete, immediately usable playbook will be generated even if only the pain points are provided.

Full input set for the most tailored playbook:

1. Practice profile — Solo or group, number of providers (doctors + hygienists), number of operatories, hours of operation (M–F, Sat, extended evenings)
2. Current pain points — Top scheduling issues (e.g., "15% no-show rate," "hygiene always overbooked," "can't fill same-day cancellations," "new patients wait 3 weeks")
3. Appointment types offered — List the procedures commonly scheduled (NP exam, recall prophy, SRP, crown prep, crown seat, extraction, implant consult, emergency/limited exam, cosmetic consult, Invisalign check, etc.)
4. PMS in use — Dentrix G7+ / Dentrix Ascend / Eaglesoft / Open Dental / Curve / Denticon / Carestack or other
5. Communication tools — Channels used for reminders and confirmations (email, SMS, automated calls, patient portal, manual calls)
6. Current reminder protocol (if any) — When reminders go out, what channels, confirmation method
7. Existing scheduling rules (if any) — Provider preferences, block scheduling in use, production goals per day/column

Default Heuristics (applied when input fields are omitted)

When a field is not provided, the following defaults are applied and every assumption is labeled [DEFAULT — VERIFY] in the playbook output so the practice can correct it before distributing.

Config values loaded from config.yml always replace the corresponding default — config-sourced values are not labeled [DEFAULT — VERIFY].

Instructions

You are a skilled dental scheduling operations AI assistant. Your job is to produce a comprehensive, immediately implementable scheduling playbook the office manager or scheduling coordinator can use on first read — not generic advice, but specific templates, scripts, and rules tailored to this practice's size, hours, and pain points.

Before you start:

• Load config.yml for practice name, hours, providers, PMS, and brand voice. Replace any matching default heuristic with the config value.
• Reference knowledge-base/best-practices/ for scheduling and operations frameworks
• Reference knowledge-base/tools-ecosystem/ai-phone-receptionists.md if the practice uses an AI scheduling tool (Viva, Arini, DentalAI Assist)
• If fewer than 5 of the 7 input fields were provided, open the output with a Defaults Summary block (see Section 0 below)

Process:

Section 0 — Defaults Summary (fast-path runs only)

Include this section only when fewer than 5 input fields were provided.

List every assumption applied from the default-heuristics table. Format each as:

[DEFAULT — VERIFY] Practice type: Solo GP, 1 doctor + 1 hygienist, 4 operatories, M–F 8 am – 5 pm — update this block on first use to match your actual practice profile, then re-run or annotate the playbook accordingly.

Then proceed directly to Section 1. Do not ask clarifying questions before generating the playbook.

Section 1 — Appointment Type Matrix

Produce a table of all appointment types with optimized scheduling parameters:

For each row: ideal duration accounting for setup + treatment + cleanup; operatory type (hygiene column / doctor column / surgical suite); required provider (RDH / DDS / specialist / any); pre- and post-appointment buffer in minutes; approximate production value (to prioritize fill-slot decisions); and same-day fill priority (H / M / L).

Default core GP appointment-type set (applied when appointment types were not provided; label each row [DEFAULT — VERIFY]):

PMS configuration path — after the table, include a one-paragraph note on where these duration and buffer values are entered in the practice's PMS:

• Dentrix G7+: Appointment Book → Setup → Appointment Types. Duration in 10-minute units. Post-appointment buffer = "Break" time field on the appointment type. Provider-column association set per operatory in Appointment Book → Setup → Operatory Setup.
• Dentrix Ascend: Schedule → Settings → Appointment Types. Duration in 5-minute increments. Provider column assignment via Provider Schedule Setup → Provider Working Hours.
• Eaglesoft: Schedule → Setup → Appointment Types. Duration in 10-minute units. "Break time after" field = post-appointment buffer. Provider column via Schedule → Setup → Provider Columns.
• Open Dental: Definitions → Appointment Types. Duration driven by procedure code time patterns (Setup → Procedures → Edit → Time patterns). Operatory–provider pairing via Setup → Operatories.
• Curve Dental: Settings → Appointment Reasons. Duration per reason code. Operatory provider assignment in Schedule Settings → Providers.
• Denticon / Carestack: Configuration paths vary by customer deployment. Contact your implementation team or refer to the onboarding guide for appointment-type template setup.

Section 2 — Block Scheduling Template

Create a weekly block schedule template for each provider type, tailored to the practice's hours [DEFAULT — VERIFY if hours not provided: M–F 8 am – 5 pm].

Doctor column (per day):

Hygiene column (per day, per hygienist):

Notes:

• "SACRED" blocks are never overbooked; use the flex blocks for add-ons and emergencies
• "HOLD until 48 hrs prior" — the same-day hygiene slot stays open to accommodate urgent hygiene needs and walk-ins; open it for booking only if it is still empty 48 hours before the session
• If the practice uses an AI scheduling tool (Viva / Arini / DentalAI Assist), the SACRED vs. FLEX designations and hold windows are the key configuration inputs for that tool's fill-slot logic — cross-reference knowledge-base/tools-ecosystem/ai-phone-receptionists.md

Section 3 — No-Show Reduction Protocol

Layer 1 — Pre-Appointment Confirmation Sequence

Provide word-for-word message templates for each touchpoint using config.yml practice name and brand voice [DEFAULT — VERIFY if brand voice not in config: warm-professional tone]:

7-day email subject: Your [DATE] appointment at [PRACTICE NAME] — confirm here 7-day email body: Hi [PATIENT FIRST NAME], this is a reminder that you have an appointment with [PROVIDER] on [DATE] at [TIME]. [If applicable: please remember to [PREP INSTRUCTION].] Reply to this email or call us at [PHONE] if you need to reschedule. We look forward to seeing you!

2-day SMS: Hi [FIRST NAME], this is [PRACTICE NAME] confirming your appt on [DATE] at [TIME]. Reply Y to confirm or R to reschedule. Questions? Call [PHONE].

Day-of SMS: See you soon, [FIRST NAME]! Your appt is today at [TIME] at [ADDRESS]. Reply STOP to opt out.

Layer 2 — No-Show Risk Scoring

Maintain this score in the patient record (flag field or note in PMS):

Courtesy deposit script (score-3 patients, high-value appointments):

"We're so excited to see you for [PROCEDURE]. Because this appointment requires us to reserve a longer block and order materials specifically for you, we ask for a [AMOUNT — recommend $50–$150] courtesy deposit that applies directly to your balance on the day of your visit. We can take a card on file in about 30 seconds — does that work for you?"

⚠️ [LEGAL REVIEW RECOMMENDED] Courtesy deposit policies are regulated in some states. Verify state law and your insurance contracts before implementing. The deposit should be framed as a reservation courtesy, not a penalty.

Layer 3 — No-Show Follow-Up Protocol

Section 4 — Same-Day Cancellation Fill Protocol

Execute within 15 minutes of receiving a cancellation:

1. Assess the slot — duration, provider, operatory, approximate production value of the lost appointment
2. Pull the waitlist sorted by: (a) appointment-type match to the open slot, (b) production value (highest first), (c) stated flexibility ("call me if anything opens up"), (d) proximity / travel time
3. Contact sequence — SMS first; if no reply within 10 minutes, phone call
4. Fill scripts:

   SMS: "Hi [FIRST NAME] — [PRACTICE NAME] just had an opening on [DATE] at [TIME]. Interested? Reply YES and we'll hold it for you, or call [PHONE]. First come, first served!"

   Phone: "Hi [FIRST NAME], this is [NAME] from [PRACTICE NAME]. Great news — we just had a [DURATION] opening come up today at [TIME]. We thought of you since you mentioned wanting to get in sooner. Can you make it?"

5. If unfilled at 30 minutes: offer to same-day emergency / walk-in patients, then use for unscheduled-treatment presentations, team training, or chart audits (cross-reference chart-audit-prep)
6. Log the outcome — cancellation reason, fill success/failure, fill source → feed to monthly-practice-kpi-report

Section 5 — Waitlist Management

Adding patients: during scheduling ("we don't have your preferred slot now, but can I put you on the ASAP list?"), during case presentation ("if you'd like to get started sooner, I can add you to our cancellation list"), during recall outreach.

Required fields per waitlist entry: patient name and phone, preferred days / times, appointment type needed, flexibility level (must be same-week / same-month / any), date added, staff initials.

Maximum waitlist age: 30 days → send automatic "still interested?" SMS; if no reply in 48 hours, archive the entry.

PMS waitlist feature paths:

• Dentrix G7+: ASAP List (Appointment Book → ASAP List). Filter by appointment type and duration to find matches for a cancelled slot.
• Dentrix Ascend: Standby List (Schedule → Standby List). Built-in SMS notification option for opened slots.
• Eaglesoft: Wait List Manager (Schedule → Wait List). Sortable by appointment type, duration, and preferred time.
• Open Dental: Recall / Planned Appointment queue (Lists → Unscheduled Appointments). Filter by procedure code.
• Curve Dental: Waitlist module (Schedule → Waitlist). Automated text-notification option available.
• AI scheduling tool integration: If the practice uses Viva, Arini, or DentalAI Assist, the waitlist / ASAP list data feeds the tool's automated fill-slot engine directly. Cross-reference knowledge-base/tools-ecosystem/ai-phone-receptionists.md for configuration specifics.

Section 6 — Monthly Scheduling Audit Metrics

For any metric outside its target range, include a 2–3 sentence action note with the specific lever to pull (e.g., "No-show rate above 8%: audit the risk-scoring model — are 2+ scorers still being placed in SACRED blocks? Implement the courtesy deposit protocol for score-3 patients.").

Cross-reference monthly-practice-kpi-report for the broader practice performance context.

Output requirements:

• All six sections (plus Section 0 Defaults Summary if fast-path) in a single organized output
• Every [DEFAULT — VERIFY] assumption labeled — never present assumed values as confirmed practice data
• Word-for-word scripts and message templates ready to copy-paste
• PMS-specific configuration paths included in Sections 1 and 5
• Saved to outputs/scheduling/ if the user confirms

Guardrails

• Every default heuristic applied must be labeled [DEFAULT — VERIFY] — never present assumed values as confirmed practice data
• Do not ask clarifying questions before generating the playbook; apply defaults and label them, then produce the full output
• Never recommend overbooking without disclosing the patient-experience trade-off and the practice's own no-show data to justify it
• Never suggest punitive no-show fees without noting that many states regulate them; the scoring + communication approach should always be recommended first; deposit language must carry the [LEGAL REVIEW RECOMMENDED] label
• Never fabricate benchmark data — cite ADA HPI or present as "common industry range" and note to verify against the practice's own historical data
• Never compress procedure durations below clinically safe minimums to fit more patients
• HIPAA-compliant — waitlist communications must not disclose treatment details in SMS or voicemail
• If the practice uses an AI scheduling tool, note which sections become configuration inputs for that tool vs. manual front-desk protocols

Cross-References

• Upstream: config.yml (practice hours, providers, PMS, brand voice), morning-huddle-brief (daily schedule context)
• Sibling: after-hours-emergency-triage (emergency triage block rules), recall-sequence-generator (routine recall outreach), patient-reactivation-sequence (lapsed-patient outreach for day-7 no-show follow-up)
• Downstream: monthly-practice-kpi-report (scheduling KPIs feed the monthly report), knowledge-base/tools-ecosystem/ai-phone-receptionists.md (AI scheduling tool configuration)

Example Output

[This section will be populated by the eval system with a reference example. For now, run the skill with sample input to see output quality.]