One call transcript plus the outcome.
BUILD RECEIPT · QC41-LIGHT
A useful free diagnostic. Not a crippled demo.
QC 4.1 Light takes a call transcript and produces an evidence-first review: stage map, strengths, breakpoint, objections, errors, recovery line and replay plan. Every conclusion must point back to the call.
OPERATOR KNOWLEDGE→AI SYSTEM→PROOF
WHY THIS EXISTS
Most call reviews are approximation wrapped in confident language. QC 4.1 Light uses a harder contract: evidence before interpretation. If the transcript does not support a claim, the report cannot pretend it does.
Stage map, two strengths, breakpoint, objections with evidence, three errors, three corrections, recovery line and replay plan.
Designed for agent harnesses and local workflows in English or Spanish.
Not team comparison, adaptive coaching, historical analytics or the proprietary QC 4.1 methodology.
RELEASE CONTRACT
Proof before distribution.
The repository becomes public only with a working artifact, clear README, explicit license, examples and installation paths.