# steelsoulshaper (@steelsoulshaper) on tiktok

- id: koinon:creator:tiktok_steelsoulshaper
- url: https://koinonlink.com/kol/tiktok/steelsoulshaper
- schema_version: 1.4

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

## Reach
- followers: 8499
- posts_observed: 2
- verified: false
- size_tier: nano

## 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: gaming
- subcategory: indie
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Cyberpunk-themed indie game development, Simulation game mechanics (repair shop gameplay), Game concept art and visual design, Early-stage game prototyping and playtesting, Indie game community feedback and engagement, Game engine usage for creative projects

## Audience (inferred)
- status: present
- description: Indie game developers and simulation game enthusiasts, primarily focused on cyberpunk-themed game creation and indie dev tools
- roles: none
- seniority: practitioner
- pain_points: Struggling to find engaging gameplay mechanics for niche simulation games like repair shops, Having difficulty building immersive world-building details (e.g., atmosphere, customer interactions) in cyberpunk setti, Need feedback on concept art and gameplay loops during early development stages, Frustrated by lack of accessible tools or inspiration for small-scale indie game prototyping
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- flagged_for_review: false
- koinon_bd_grade: C — 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_steelsoulshaper#0e85a6bc] Replying to @m.gergov8 I added this tool for the repair shop, what do you guys think? #cyberpunk #indiegames #repairsim #gamedev #simulationgame (https://www.tiktok.com/@steelsoulshaper)
- [tiktok_steelsoulshaper#b587e30c] original sound - selectomusic
- [tiktok_steelsoulshaper#8f0dd7b0] Is that a swisher?
- [tiktok_steelsoulshaper#457c448e] It is a becoming a big trend on TikTok now! Click here: cyberpunk
- [tiktok_steelsoulshaper#19b8cb9f] Check out steelsoulshaper’s video! #TikTok >
- [tiktok_steelsoulshaper#1eafd3e6] Any visitors to the repair shop that caught your eye so far? 👀 #cyberpunk #indiegames #repairsim #simulationgame #gamedev
- [tiktok_steelsoulshaper#78bee8bd] Tron 1982 - New Retro Wave
- [tiktok_steelsoulshaper#a1cd6df6] I'm making a game where you run a repair shop in a cyberpunk city  #cyberpunk #indiegames #repairsim #gamedev #simulationgame

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=42, 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=0, 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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_steelsoulshaper
- Request removal: https://koinonlink.com/claim?k=tiktok_steelsoulshaper
- Terms: https://koinonlink.com/for-ai