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Martha Wells

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for Platform Decay. Books rank higher when they are close on every selected axis.

Characterization labels used: socially awkward, anti-social, snarky, traumatized, emotionally evolving, hyper-competent, self-aware, reluctant protector, competent under pressure, grumpy, wary of humans, soft spot for kids, mentor role, rogue construct, free agent

Relationships labels used: found family, chosen family, mentor student, caregiving, protective bond, human AI bond, teamwork, trust building, family rescue, interpersonal banter, rival corporations, recurring allies

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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Network Effect

Martha Wells · 2020 · The Murderbot Diaries

A rogue SecUnit faces kidnapping, alien threats, and an unexpected AI reunion while trying to keep its humans alive.

Why this is here

Characterization labels: introverted · sarcastic · snarky · grumpy · paranoid · hyper-competent · reluctant protector · emotionally guarded · nonhuman personhood · traumatized · awkward · self-aware · media-obsessed · protective · stubborn · cynical

Relationships labels: found family · friendship · AI friendship · complicated bond · protective caregiving · work relationship · co-dependence · rivalry · banter · pseudo-romance · team dynamics

Semantic match: ranked by characterization + relationships

Distance: 0.1149

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Exit Strategy

Martha Wells · 2018 · The Murderbot Diaries

A rogue security unit races home to rescue a respected human ally while evading a powerful corporation.

Why this is here

Characterization labels: snarky protagonist · introverted protagonist · socially anxious · paranoid attention to detail · competent hero · self-aware AI · emotional growth · antihero to hero · autonomous construct · tactical genius · technical genius · self-deprecating · relatable outsider

Relationships labels: found family · friendship · loyalty · protective bond · trust · human-AI bond · crew reunion · companionship · mutual respect · friend-or-owner ambiguity

Semantic match: ranked by characterization + relationships

Distance: 0.1352

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The Nightmare Brigade: The Girl from Déjà Vu

Franck Thilliez · 2022 · La Brigade des cauchemars

Two teens enter patients’ nightmares to cure fear, but a new case and hidden secrets threaten their fragile team.

Why this is here

Characterization labels: teen protagonists · scientist mentor · adopted child · amnesiac protagonist · disabled protagonist · brave · curious · secretive adults · troubled children

Relationships labels: found family · adoption · mentor-child · sibling-like bond · parent-child · teamwork · trust · protective

Semantic match: ranked by characterization + relationships

Distance: 0.1625

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The Navigator

Pittacus Lore · 2015 · Lorien Legacies: The Lost Files

A Loric hacker pilots a second escape ship from doomed Lorien, uncovering the hidden fate of Earth-bound survivors.

Why this is here

Characterization labels: hacker · pilot · loner · resourceful · competent · revolutionary · disaffected · bitter · protective · survivor · secret keeper · new character · side character · mentor figure · emotional

Relationships labels: found family · mentor-protector · sibling bond · friendship · companions · crew dynamics · separated allies · teamwork

Semantic match: ranked by characterization + relationships

Distance: 0.1679

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A Closed and Common Orbit

Becky Chambers · 2016 · Wayfarers

An AI reborn in an illegal human body and a cloned mechanic's pasts intertwine in a hopeful search for identity and belonging.

Why this is here

Characterization labels: AI protagonist · clone protagonist · engineer · outcast · misfit · survivor · child slave · self-questioning · empathetic · independent

Relationships labels: found family · friendship · parent-child · caretaking · mentor-mentee · chosen family · community bonds

Semantic match: ranked by characterization + relationships

Distance: 0.1734

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Made in Korea

Jeremy Holt · 2022 · Made in Korea

An adopted AI child in a near-future world confronts identity, family, and control as her strange origins unravel.

Why this is here

Characterization labels: socially awkward · precocious child · voracious learner · naive · misunderstood · self-aware · identity-seeking · sympathetic protagonist · cardboard cutouts · rogue scientist

Relationships labels: adoptive family · creator-child bond · parent-child · peer manipulation · trust and abuse · corporate ownership · family support · friendship betrayal · dependency · care and control

Semantic match: ranked by characterization + relationships

Distance: 0.1738

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One Door Away from Heaven

Dean Koontz · 2001

A woman races to save a disabled girl from abusive guardians while a strange boy and his dog flee across America.

Why this is here

Characterization labels: precocious child · disabled child · socially awkward child · alienated outsider · drug addict · abusive parent · murderous stepfather · burned-out detective · private investigator · ex-convict · homeless boy · intelligent dog · quirky ensemble · damaged adult · redemptive arc · morally righteous hero · eccentric elder · female duo · tough women · villainous ideologue

Relationships labels: friendship · found family · mentor bond · sibling-like bond · mother-child · stepfamily conflict · protective guardianship · rescue relationship · dog bond · community support

Semantic match: ranked by characterization + relationships

Distance: 0.1763

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Rise of the Elgen

Richard Paul Evans · 2012 · Michael Vey

Michael and his electric friends race to Peru to rescue his kidnapped mother while an evil power network tightens its grip.

Why this is here

Characterization labels: reluctant hero · brave protagonist · sarcastic hero · smart friend · genius sidekick · villainous mastermind · creepy villain · powered children · loyal team · character growth · bully turned ally · flawed hero · overpowered protagonist · tortured villain

Relationships labels: found family · friendship · team loyalty · protective mother-child bond · romance · love triangle · rivalry · betrayal · alliance · brotherhood · group dependency

Semantic match: ranked by characterization + relationships

Distance: 0.1764

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Nophek Gloss

Essa Hansen · 2020 · The Graven

A traumatized teen survivor joins a misfit alien crew, then crosses a vast multiverse to seek revenge on slave masters.

Why this is here

Characterization labels: teen protagonist · young protagonist · traumatized protagonist · angry protagonist · impulsive protagonist · flawed hero · maturing protagonist · naive outsider · sheltered upbringing · misfit crew · alien crew · damaged characters · antagonist with motives · multi-dimensional villains · genderfluid character · neurodivergent characters · asexual spectrum character · body-modified characters · sentient ship

Relationships labels: found family · surrogate family · crew bond · mentor relationship · trauma bond · loyalty · revenge against oppressors · family loss · friendship · power imbalance · chosen family · protective crew

Semantic match: ranked by characterization + relationships

Distance: 0.1770

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전지적 독자 시점 4 [Jeonjijeog Dogja Sijeom 4]

singNsong, 싱숑 · 2019 · 전지적 독자 시점 [Jeonjijeog Dogja Sijeom] (Novel) (5.5 Volumes)

A reader trapped inside his favorite webnovel uses foreknowledge to survive an ever-worsening apocalypse and its stories.

Why this is here

Characterization labels: survivalist · self-sacrificing · introvert · protagonist figure · regressor · companions ensemble · found family core · character growth · trickster intellect · strong-willed · emotionally guarded · protector · genius strategist

Relationships labels: found family · companionship · mentor-like care · parent-child dynamic · rivalry · loyalty · trust · betrayal · chosen family · friend group · devotion

Semantic match: ranked by characterization + relationships

Distance: 0.1773

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Teenage Mutant Ninja Turtles, Volume 1: Change is Constant

Kevin Eastman · 2012 · Teenage Mutant Ninja Turtles (2011)

A rebooted TMNT origin follows the brothers’ split, their missing sibling, and a new threat rising in New York.

Why this is here

Characterization labels: brotherhood · sibling dynamics · distinct personalities · outsider · loner · protective mentor · wise mentor · teen angst · streetwise · earnest · vigilante · scientist · lab intern · mutated animal · criminal thug · patriarchal protector

Relationships labels: brothers · found family · mentor-student · father-son · sibling separation · rescue mission · friendship · rivalry · alliance · grudge · parental abuse · team bond

Semantic match: ranked by characterization + relationships

Distance: 0.1774

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Moongarden

Michelle A. Barry · 2022 · Plotting the Stars

A lonely moon-school student uncovers a hidden garden, secret magic, and a conspiracy tied to Earth’s toxic past.

Why this is here

Characterization labels: misfit · outcast · underdog · reluctant student · brave heroine · curious protagonist · defiant protagonist · socially anxious · prickly · morally gray · determined · strong-willed · awkward · lonely · popular boy · robot sidekick · clone character · elite parents · pressure to succeed · coming-of-age protagonist

Relationships labels: friendship · unlikely friends · platonic friendship · found family · parent-child pressure · parental expectations · peer support · mentor relationship · school hierarchy · romance-free · teamwork · loyalty

Semantic match: ranked by characterization + relationships

Distance: 0.1790

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