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An Officer's Duty

Jean Johnson

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for An Officer's Duty. Books rank higher when they are close on every selected axis.

Characterization labels used: overpowered protagonist, precognitive heroine, strong female lead, career soldier, dutiful heroine, humanized powerhouse, idealized protagonist, female super-soldier

Relationships labels used: family support, romantic tension, mentor relationship, friendship, comradeship, hierarchical loyalty, subordinate bonds, destined partners

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization + relationships embeddings are close.

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Perilous Waif

E. William Brown · 2017 · Alice Long

An unusually gifted orphan flees a controlled upbringing and finds herself pulled into a dangerous far-future crew.

Why this is here

Characterization labels: teen heroine · overpowered protagonist · gifted child · badass girl · naive heroine · loyal protagonist · shy protagonist · resourceful survivor · superhuman growth · young soldier · transhuman protagonist

Relationships labels: found family · friend loyalty · mentor dynamic · crew bonds · protective relationships · romantic tension · bisexual attraction · subordinate power dynamic · female friendship · human-AI bonds

Semantic match: ranked by characterization + relationships

Distance: 0.0998

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Scarlet Witch, Vol. 1: The Last Door

Steve Orlando, Stephanie Williams · 2023 · Scarlet Witch by Steve Orlando

Wanda Maximoff runs a magic shop that calls in the desperate, turning each visit into a new rescue and reckoning.

Why this is here

Characterization labels: overpowered protagonist · redeemed antihero · healer heroine · protective mentor · helpful protagonist · wisecracking sidekick · snarky assistant · grounded heroine · dysfunctional family

Relationships labels: friendship · sisterly bond · mentor-student · family reunion · workplace partnership · found family · supportive friendship · foil relationship · rivalry · protective bond

Semantic match: ranked by characterization + relationships

Distance: 0.1195

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Killing Gravity

Corey J. White · 2017 · Voidwitch Saga

A psychic supersoldier escapes her makers, joins a wary ship crew, and races to uncover who betrayed her.

Why this is here

Characterization labels: badass heroine · overpowered protagonist · ruthless protagonist · angry protagonist · damaged protagonist · mistrustful protagonist · loner · psychic supersoldier · engineered weapon · misfit crew

Relationships labels: found family · crew bond · trust issues · loyalty · betrayal · dependency · rescuer dynamic · friendship · queer relationships · polyamory

Semantic match: ranked by characterization + relationships

Distance: 0.1260

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A Single Light

Tosca Lee · 2019 · The Line Between

A bunker survivor races through a ravaged post-pandemic world to find medicine before time runs out.

Why this is here

Characterization labels: female lead · strong female lead · young heroine · ex-cult member · ex-soldier · protector · boyfriend · narrative survivor · resourceful heroine · courageous · determined · immune protagonist · mute helper · enigmatic helper · bada** heroine · protective hero

Relationships labels: romantic pair · companionship · protective relationship · family responsibility · aunt-niece · friendship · teamwork · dependency · loyalty · trust issues · forgiveness · found family

Semantic match: ranked by characterization + relationships

Distance: 0.1276

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Independent Study

Joelle Charbonneau · 2014 · The Testing

A memory-haunted student navigates deadly university testing, political intrigue, and a growing resistance in a controlled future society.

Why this is here

Characterization labels: smart protagonist · overpowered protagonist · perfect heroine · resourceful heroine · stubborn heroine · analytical heroine · chosen one · student protagonist · young leader · moral protagonist

Relationships labels: romantic relationship · boyfriend · trust issues · friendship · betrayal · rebellion alliance · mentor relationship · government power dynamics · family memory

Semantic match: ranked by characterization + relationships

Distance: 0.1300

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Saviors

Brian J. Nordon · 2024 · Quest Academy

A gifted academy crafter races toward a Tower trial, balancing team betrayal, power limits, and hero ambitions.

Why this is here

Characterization labels: overachiever · crafter · support specialist · underdog · gifted protagonist · team-dependent · self-doubting · growth arc · altruistic · overpowered protagonist · sheltered protagonist

Relationships labels: teamwork · friendship · bromance · mentor relationships · parental support · betrayal · trust issues · rivalry · romantic tension · friend group

Semantic match: ranked by characterization + relationships

Distance: 0.1312

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We Have Contact

Michael Anderle · 2016 · The Kurtherian Gambit

A fast-moving first-contact installment mixes alien discovery, Earth politics, and space combat with Bethany Anne’s crew.

Why this is here

Characterization labels: strong female lead · female commander · antiheroic lead · loyal team · strong side characters · AI characters · military leadership · hacker · shapeshifter · alien beings

Relationships labels: found family · team loyalty · protective leadership · friendship · mentor-like bond · family conflict · romance subplot · power hierarchy · revenge

Semantic match: ranked by characterization + relationships

Distance: 0.1316

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No Good Deed

Kara Connolly · 2017

An Olympic-hopeful archer is sent to medieval Nottingham and becomes entwined with the Robin Hood legend.

Why this is here

Characterization labels: strong heroine · snarky heroine · sarcastic heroine · impulsive protagonist · resourceful protagonist · headstrong protagonist · morally driven · protective · brave · competent archer · female lead · band of misfits · lovable outlaws · handsome knight · villainous sheriff · supportive side characters · flawed side characters

Relationships labels: found family · friendship · platonic bonds · romantic tension · sexual tension · mentor-protector dynamic · rivalry · bromance · family pressure · missing brother

Semantic match: ranked by characterization + relationships

Distance: 0.1349

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Honor's Knight

Rachel Bach · 2014 · Paradox

A memory-wiped mercenary races to survive a secret war, untangle a dangerous romance, and uncover who she can trust.

Why this is here

Characterization labels: badass heroine · female mercenary · soldier mindset · strong female lead · memory-wiped protagonist · morally principled protagonist · ambitious protagonist · reluctant romantic · unreliable ally

Relationships labels: romantic tension · forbidden attraction · complicated romance · trust betrayal · loyalty conflict · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1383

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The Eighth Guardian

Meredith McCardle · 2014 · Annum Guard

A top student is recruited into a secret time-travel agency and must navigate conspiracies, rules, and a new identity.

Why this is here

Characterization labels: teen operative · strong heroine · sassy heroine · rebellious protagonist · selfish protagonist · whiny protagonist · smart protagonist · resourceful protagonist · outsider · antagonistic side characters

Relationships labels: boyfriend · romantic tension · friendship arc · mentor relationship · rivalry · family conflict · father mystery · parent-child conflict · team dynamics · forced separation

Semantic match: ranked by characterization + relationships

Distance: 0.1401

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Barrayar

Lois McMaster Bujold · 2003 · Vorkosigan Saga (Publication Order)

On a feudal world, a newly married outsider must protect her family as a regency crisis erupts into violence.

Why this is here

Characterization labels: strong heroine · competent heroine · outsider protagonist · pregnant protagonist · mama bear · political operator · regent · bodyguard · damaged soldier · morally complex characters · flawed characters · capable adults · multi-layered characters · unwhiny protagonist · heroic under pressure

Relationships labels: marriage · romantic partnership · power couple · mutual support · parenthood · maternal bond · father-son conflict · friendship · bodyguard loyalty · family loyalty · romantic sideplot · protector-protected

Semantic match: ranked by characterization + relationships

Distance: 0.1414

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The Primal Hunter 7

Zogarth · 2023 · The Primal Hunter

Jake juggles alchemy, political intrigue, Earthside errands, and a high-stakes system event while leveling up again.

Why this is here

Characterization labels: overpowered protagonist · snarky protagonist · self-centered protagonist · flawed protagonist · one-dimensional protagonist · adrenaline junkie · hunter · alchemist · archer · chosen · side character driven · beast companion · patron god · strong supporting cast · power fantasy · autodidact

Relationships labels: mentor relationship · friendship · teamwork · romantic tension · family conflict · patron bond · rivalry · party dynamics · banter

Semantic match: ranked by characterization + relationships

Distance: 0.1419

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