# darkdojostudios (@darkdojostudios) on tiktok

- id: koinon:creator:tiktok_darkdojostudios
- url: https://koinonlink.com/kol/tiktok/darkdojostudios
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: darkdojostudios
- platform_url: https://www.tiktok.com/@darkdojostudios
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 21959
- following: 7
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Unreal Engine 5 multiplayer kits, Indie game dev tools and plugins, Text-to-3D animation in UE, Solo dev workflows and templates

## Audience (inferred)
- status: present
- description: Unreal Engine indie/solo game developers building multiplayer games and tools
- roles: dev
- seniority: practitioner
- pain_points: Implementing multiplayer systems from scratch in UE5, Creating reusable frameworks and templates for indie projects, Running local AI tools like text-to-3D with low VRAM hardware, Keeping up with new UE5 plugins and workflows as a solo dev
- posts_analysed: 17
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_darkdojostudios#c381009e] Fellow devs what’s your current work flow with all the new tech that’s out now? #gamedev #indiedev #unrealengine #ue5 #qwen (https://www.tiktok.com/@darkdojostudios)
- [tiktok_darkdojostudios#57090ccb] String Quintet in E Major, Op. 11 No. 5, G. 275: III. Minuetto
- [tiktok_darkdojostudios#7a63fd18] It is a becoming a big trend on TikTok now! Click here: gamedev
- [tiktok_darkdojostudios#81c74b9b] Check out darkdojostudios’s video! #TikTok >
- [tiktok_darkdojostudios#add09cca] Text to 3D animation inside Unreal Engine. I created a plugin to use Nvidia’s Kimodo locally with a minimum of only 6GB VRAM. DDS Motion is available for UE 5.8. #unrealengine #gamedev #mocap #animation
- [tiktok_darkdojostudios#a04abdf1] original sound - darkdojostudios
- [tiktok_darkdojostudios#ceeac4ac] Rounds
- [tiktok_darkdojostudios#b984aa52] Added a basic turret for testing Wishlist The Fixers on #Steam #UnrealEngine #TheFixers #IndieDev #GameDev

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=55, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=54, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=55, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=55, method=platform_profile

## Freshness
- profile_checked_days_ago: 55
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 8
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_darkdojostudios
- Request removal: https://koinonlink.com/claim?k=tiktok_darkdojostudios
- Terms: https://koinonlink.com/for-ai