Adaptive hypertrophy training

FAQ · §1.0

Answers for when your plan changes.

Calyber may raise your weight, reduce your sets, or trigger recovery. Search what changed, or jump to the concern closest to yours. Most answers are right here.

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Bench PressRecalculated
Previous
145 lb × 10 @ RIR 2
Signal
Reps below target
Decision
140 lb × 10 @ RIR 2

The target reps at the target RIR are reachable at 140, not 145. Lower weight at the prescribed RIR delivers the stimulus the plan calls for.

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When and why your plan moves.

Why did my prescribed weight go down?Plan changed

A lower prescription is a calculation, not a verdict. The engine reduces load when logged reps fall below target, when recovery signals are elevated, or during deload and recovery sessions, because the target reps at the target RIR are only reachable at the adjusted weight. Lower weight at the prescribed RIR delivers the stimulus the plan calls for; grinding the heavier weight would not. Each exercise shows a one-line basis for this week’s prescription on the workout screen.

Why am I doing fewer sets this week?Plan changed

The engine sets next week’s volume per muscle from your soreness, pump, workload, and performance data. A reduction means the data showed recovery lagging behind the current dose, so the dose was lowered to keep every set productive. The workout screen shows which rating caused the change. Fewer high-quality sets can be more productive than adding sets when recovery is already lagging.

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I had one bad session. Did it change my whole plan?Plan changed

No. A single low session moves the estimates less than it moves your mood. The engine weighs trends across sets and sessions; one underperformance is recorded as a data point, not read as a trend. If the next session lands on target, the plan continues unchanged. Sustained signals across multiple sessions are what trigger adjustments. Log the session honestly and train the next one as prescribed.

Do I really need the deload week?Recovery

The deload is scheduled because accumulated fatigue masks the fitness you built. A week at reduced load lets the fatigue resolve while the adaptation remains; published research on mid-block deloads shows no loss of muscle size or strength from the reduction. Skipping it carries the fatigue into the next block and lowers the quality of every set there. The week is light by design, not by error. Train it as prescribed and the next block starts from a measurable baseline.

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Is a recovery session a failure?Recovery

No. A recovery session is a planned reduction, not a failure state. When fatigue signals cross a defined threshold, the engine prescribes reduced load and volume so the muscle returns to a productive baseline. Logged history is unchanged and progression resumes from your measured values. Completing the lighter session is what restores the conditions for progress.

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What happens if I miss workouts?Missed sessions

One to three days late: resume at the next uncompleted workout, unchanged. Four to ten days: repeat the last completed week’s prescriptions. More than ten days: start a reduced-volume week or a fresh block; your data is preserved either way. A missed session is an expected input, not a failure state.

Will I lose muscle if I miss a week?Missed sessions

A week off is unlikely to erase muscle tissue. After a week, muscles can look smaller because stored glycogen and water drop, not because tissue is gone; both return within days of resuming. The first session back often feels heavier than the logs say it should. Strength readings are typically normal again by the second or third session, and the engine adjusts the resumption targets for the gap. Resume at the next uncompleted workout.

I am never sore. Is the training still working?Expectations

Yes. Soreness tracks novelty, and it is expected to fade as your body adapts to a repeated movement. It is one input among several; the engine reads performance, pump, and workload alongside it. Rising reps and load at the same RIR are the evidence that the stimulus is landing. Report soreness as you actually feel it: a string of zeros is valid data, not a problem to correct.

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What if my RIR estimate is wrong?Data quality

Single misjudged sets do not distort the plan. Research on RIR estimation shows trained lifters are typically within about one rep of their true reserve, and accuracy improves with practice. The engine reads trends across sets and sessions, so individual errors average out. When unsure, report the higher number; the next prescription stays conservative and your calibration corrects itself over the following sessions.

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Can I fix a wrongly logged set?Logging

Yes. Tap Undo on the set row, re-enter the correct values, and log again. The engine reads final logs; corrections within the session are clean.

How should I warm up before my working sets?Getting started

Ramp to your first working set: about 12 reps at a light weight, 8 reps at a medium weight, then 4 reps near your working weight, resting about a minute between steps. Warmup sets are not logged. For a second exercise on the same muscle, one short feeder set is enough.

How long should I rest between sets?Getting started

Two to four minutes on compound lifts, 90 seconds to two minutes on isolation work. Longer rest is never penalized. Resting too little reduces rep output, which the engine reads as fatigue.

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What if I do not have time to finish a session?Logging

Complete exercises in the listed order and stop when you are out of time. Order encodes priority. Unperformed sets are treated as skipped, not failed, and reduce that muscle’s counted volume for the week. If the prescription is consistently too large for your schedule, rate workload Too much and the engine reduces next week’s sets.

Can I replace an exercise?Substitutions

Yes. Replace when equipment is unavailable, joint pain recurs across two sessions, or the movement cannot be loaded near target. Keeping the same exercises across a block compounds progress, so replace with a reason. The incoming exercise starts from a new baseline; the muscle’s volume plan is unaffected.

What are the MR and MM sets in my workout?Set methods

MR marks a myo-rep set: one activation set taken close to failure, then short 5-15 second rests with small clusters of additional reps until the target total is reached. MM marks a myo-rep match set: match the rep total of the first myo-rep set at the same weight, resting as needed between clusters. The engine prescribes them on isolation exercises where they deliver equivalent stimulus in less time. The set row shows the procedure, and the glossary covers execution step by step.

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What are MGFI, the Readiness Index, and the Accumulation Index?The science

MGFI is the Muscle Group Fatigue Index, a per-muscle model built from performance change, soreness, set completion, and workload. Pump is recorded as context, not a causal input. The Readiness Index measures short-window readiness. The Accumulation Index measures decayed multi-session training burden. Together they tell the algorithm when to push and when to deload.

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Do I need to know my 1RM to start?Getting started

No. The engine builds a baseline from your first session and refines it across the mesocycle using Epley-derived e1RM. Estimates improve as you log more data.

Do I need a different program to bulk or cut?Expectations

No. Every block builds muscle; calorie intake changes the rate, not the structure. Volume tiers are the in-app lever. Rate sessions honestly and the engine calibrates volume to your recovery in either phase.

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What Calyber is, and is not.

What is Calyber Labs?Product

Precision periodization engine. Calyber logs your sets, detects RIR drift, and recalibrates the next session’s prescription. Every weight and rep target shows the basis it was computed from.

How is this different from Hevy, Strong, or Boostcamp?Product

Those apps log workouts. Calyber prescribes them and adapts based on what you logged. Periodization plus autoregulation, not just history.

How does this compare to other autoregulated hypertrophy apps?Plan changed

Calyber is built on published hypertrophy research: volume-landmark periodization (MEV/MAV/MRV) and RIR-based autoregulation. The difference is transparency. Every prescription shows the inputs and formula it was computed from, and the full algorithm is documented on the algorithm page.

How does this differ from percentage-of-1RM programs?Plan changed

Most percentage-based programs assume your 1RM is fixed and accurate. Calyber treats e1RM as a moving estimate and uses RIR-based daily autoregulation, which can better reflect daily readiness than fixed percentages, especially when your true strength fluctuates.

Why no "AI"?Product

The algorithm is deterministic and auditable. Every prescription shows the math it was computed from. "AI" often implies a black box; Calyber is the opposite.

Does it work for women, older lifters, or specific splits?Product

Yes. The autoregulation runs on your inputs (RIR, soreness, performance), not on your demographics. 84 templates cover Upper/Lower, Push/Pull/Legs, Whole-Body, and 8 split categories.

Related:Methodology
Is there a mobile app?Product

Calyber is a Progressive Web App. Install it from your browser to your home screen on iOS or Android. The full feature set is available on mobile.

Related:Features
Can I import data from Hevy or Strong?Product

Not at launch. Import from other logging apps is on the post-launch roadmap.

Trial, billing, and your data.

What does the read-only account include?Billing

After the 28-day trial, your past sessions, full history, and e1RM trend stay visible. Logging new workouts, the adaptive engine, recovery protocol, and deload prescription require Founding Member or Standard.

What happens when my 28-day trial ends?Billing

Logging new workouts needs an active plan after the trial. Nothing is deleted: your mesocycles, logs, and calibration remain visible in a read-only account, and subscribing restores full access whenever you decide. There is no penalty for deciding later.

How do I cancel or change my subscription?Billing

Open Settings, then Plan, then Manage billing, to change plan or cancel. Cancellation takes effect at the end of the paid period; there are no further charges and no cancellation steps beyond that screen. Your data remains readable and exportable afterward (see "What happens to my data if I cancel?").

What happens to my data if I cancel?Billing

Your data is retained in read-only form. You can export logs as CSV or JSON (post-launch). Re-subscribing restores the ability to log new workouts at the Founding rate while founding seats remain open (see "What is Founding pricing?").

What is the refund policy?Billing

The 28-day trial collects no card. After your first paid charge, you have a 7-day good faith refund window for expectation mismatch, billing error, or sustained service unavailability. A refund ends the subscription. Full terms are on the refund policy page.

What is Founding pricing?Billing

Founding pricing is $19/month or $199/year, locked for the lifetime of an active subscription: future price increases do not apply to an active Founding account. It is offered while founding seats remain open. If you cancel and return while seats are still open, you re-subscribe at the Founding rate. Once founding seats close, the Founding rate is no longer offered to new or returning subscribers and Standard pricing applies.

Your plan should change when your data changes. Start a 28-day calibration block and watch Calyber adjust load, volume, and recovery from your logged sets.

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Still stuck?

Most answers are above, or one search away. If something specific to your account is not covered, contact support and include the workout, the exercise, what changed, and what you expected. That detail gets you a fix on the first reply.

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