mcorbett51090/RavenClaude - Page 13

build-power-budget

Build the duty-cycled current profile and compute average current and battery life. Reach for this on any battery-life or energy question.

plan-ota

Design a dual-bank OTA scheme with signed images and automatic rollback before fielding. Reach for this before any device ships.

select-protocol

Select the radio on the power/range/bandwidth/cost trade — don't default to Wi-Fi. Reach for this on a connectivity question.

verify-real-time

Characterize WCET and ISR latency and verify the schedule holds under worst case. Reach for this on any timing or determinism question.

forecast-and-alert

Forecast spend and set anomaly thresholds so cost is managed, not a monthly surprise. Reach for this on a budget/anomaly question.

harvest-waste

Inventory idle/orphaned/oversized/zombie resources and rank the pure-savings wins. Reach for this first on any cost spike.

measure-allocation

Read allocation coverage as tagged ÷ total, size the ungoverned pile, and design showback. Reach for this on an allocation question.

plan-commitments

Model RI/Savings-Plan coverage on the rightsized baseline, balancing discount vs utilization risk. Reach for this on a commitment question.

read-unit-economics

Compute cost per customer/transaction/feature and read the trend, not the gross bill. Reach for this on a scaling-health question.

compare-channels

Compare channels at net rate after acquisition cost, not gross rate. Reach for this on a channel or OTA question.

link-experience-revenue

Link guest satisfaction to rate power and channel margin — treat experience as a revenue input. Reach for this on a guest-experience question.

read-booking-pace

Read booking pace and pickup against the prior cycle to decide hold-rate vs stimulate. Reach for this on a forecast or pace question.

read-revpar

Read RevPAR as ADR × occupancy and test the rate-vs-occupancy trade-off; carry to GOPPAR if profit is given. Reach for this on a rate or RevPAR question.

size-labor

Size labor to the occupancy forecast by hours-per-occupied-room and protect flow-through. Reach for this on a labor question.

allocate-per-pupil

Allocate per-pupil dollars to need and impact, not last year's distribution. Reach for this on a budget-allocation question.

fit-staffing-to-budget

Model a student:teacher ratio into FTE and salary cost and check it against the budget envelope. Reach for this on a staffing question.

flag-chronic-absenteeism

Compute the chronic-absentee rate, flag it early, and size the attendance-recovery funding upside. Reach for this on an attendance question.

model-enrollment-funding

Translate enrollment and ADA into funding and quantify the dollar value of each attendance point. Reach for this on a funding question.

read-outcomes-segmented

Read proficiency and growth disaggregated by subgroup and link to attendance — never the school average. Reach for this on an outcomes question.

audit-attribution-data

Audit data hygiene, dedup, and UTM/tracking integrity before trusting any funnel or ROI number. Reach for this first on any new dataset.

diagnose-funnel

Diagnose MQL→SQL→opp→win conversion stage-by-stage — find the leaking stage before adding lead volume. Reach for this on a funnel question.

evaluate-channel-mix

Evaluate channels on contribution and marginal ROI under a stated attribution model — not average ROI or lead count. Reach for this on a channel or budget question.

read-cac-ltv

Read LTV:CAC and CAC-payback to gate acquisition spend on unit economics, not lead count. Reach for this on a CAC or sustainability question.

size-demand

Back-solve the lead volume a win target requires through each stage conversion. Reach for this on a 'how many leads' question.

diagnose-pullthrough

Diagnose application-to-funded fall-out stage-by-stage and name the worst fallout stage — fix it before buying more apps. Reach for this on a pull-through question.

frame-pipeline-risk

Tie fallout assumptions to locked-pipeline exposure and frame the lock/pipeline risk — route the hedge to the risk authority. Reach for this on a lock or rate-risk question.

model-cost-to-originate

Compute cost-to-originate (fixed + variable per loan) and the breakeven volume that the rate swing must clear. Reach for this on a unit-economics question.

route-compliance

Frame operational compliance workflow and QC/defect signals — and route every TRID/ECOA/HMDA/fair-lending determination to counsel. Reach for this on a compliance or audit-readiness question.

size-cycle-capacity

Measure app-to-close cycle, find the bottleneck stage, and size processor/LO capacity as a function of cycle — staff to the cycle, not a ratio. Reach for this on a cycle or staffing question.

design-comp-bands

Design defensible comp bands tied to leveling and dated market data — set midpoints/spreads, compute compa-ratio and range penetration, surface over/under-band outliers. Reach for this on a banding or offer question.

diagnose-attrition

Diagnose an attrition spike with cost and cause — split regretted from non-regretted, localize to team/manager, price the loss, name the driver. Reach for this on a retention question.

model-hiring-plan

Model a capacity-tied hiring plan — back-solve the funnel pipeline for target hires, flag the leaking stage, size recruiter capacity, and hand off the comp envelope. Reach for this on a hiring-plan or stuck-req question.

read-engagement-signals

Read an engagement survey segmented — surface the team/tenure/manager pockets a company-wide eNPS hides and tie them to forward attrition risk. Reach for this on an engagement-survey question.

run-pay-equity-review

Run a pay-equity review that controls for legitimate factors — compute the raw gap, then the residual after level/role/tenure/location/performance, and route a material residual to counsel. Reach for this on a pay-equity question.

balance-inventory

Read days-on-hand as tied-up cash vs stockout risk by class, handling specialty/340B/refrigerated distinctly. Reach for this on an inventory question.

compute-real-margin

Compute reimbursement minus acquisition cost minus DIR fees per script and flag negative-margin scripts the sticker hid. Reach for this on a margin question.

protect-dispensing-safety

Read dispensing-error rate as the top operational safety + liability signal and connect it to throughput/staffing pressure — routing the clinical judgment out. Reach for this on a safety or error-rate question.

size-throughput-staffing

Size technician and pharmacist hours against script volume PLUS clinical-service time, holding verification safety as the constraint. Reach for this on a throughput or staffing question.

translate-adherence

Measure PDC/MPR over the measurement period and translate the adherence band into the star-rating and reimbursement implication. Reach for this on an adherence or star-measure question.

classify-dora

Compute the four DORA keys and classify the org against the bands with windows and baselines. Reach for this on a DevEx-measurement question.