# Dr. Hingis (@Dr_Hingis) on x

- id: koinon:creator:x_dr_hingis
- url: https://koinonlink.com/kol/x/Dr_Hingis
- schema_version: 1.4

## Identity
- platform: x
- handle: Dr_Hingis
- platform_url: https://twitter.com/Dr_Hingis
- website: https://malevolent-john.itch.io
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1030
- following: 832
- posts_total: 9564
- posts_observed: 2
- posts_per_day: 4.958
- account_age_days: 1929
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00097
- best_post_interactions: 1
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Homebrew scene preservation, Retro game level design and mods, Criticism of AI in creative coding, Indie game characters and nostalgia
- bio: A very normal human being who works on cool stuff with people sometimes

(20+) Hardcore + awesome

All opinions are explicitly supported by you, the people!

## Audience (inferred)
- status: present
- description: Homebrew developers and retro game enthusiasts focused on handheld/console scenes like PS Vita and indie mods
- roles: dev
- seniority: practitioner
- pain_points: AI slop flooding and ruining authentic homebrew/creative coding communities, Loss of key homebrew resources and databases like vitadb, Scarcity of genuine, fun retro-style game content and characters
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: engagement_observed
- credibility_score: 40
- 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
- [x_dr_hingis#70225fa0] Wow! Thanks Ai slop vibecoders for completely ruining the homebrew scene! that's so fucking awesome, wow. (https://twitter.com/Dr_Hingis/status/2072029468953391612)
- [x_dr_hingis#b7af1c7b] This is my completely serious and honest opinion but I think the Map01 theme for The Adventures of Square is probably up there with one of the greatest level 1 music themes of all time. It goes FAR harder than it had any right to and I respect it immeasurably.
- [x_dr_hingis#517e5a84] Inside of a cave, sharing two sticks with some guy, homeless guy. Threw up in his mouth. Micky mouse comes in and drains all my battery from my Ipod. I kiss him. https://t.co/gTNxqM2Q9Y
- [x_dr_hingis#e5d92436] Rip vitadb I guess?
- [x_dr_hingis#f1965544] clapping my dumb stupid fucking hands together with pure unbridled joy watching a cool thing on my awesome fucking computer screen finally living life to the fullest.
- [x_dr_hingis#90d409f1] I think we as a society should gather around to bring back too much coffee man, I feel like that is the one character we all spiritually need, just

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=0.5, freshness_days=78, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## 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=x_dr_hingis
- Request removal: https://koinonlink.com/claim?k=x_dr_hingis
- Terms: https://koinonlink.com/for-ai