# MIKE (@mikenevermiss) on x

- id: koinon:creator:x_mikenevermiss
- url: https://koinonlink.com/kol/x/mikenevermiss
- schema_version: 1.4

## Identity
- platform: x
- handle: mikenevermiss
- platform_url: https://twitter.com/mikenevermiss
- website: http://fundingpredicts.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 13811
- following: 3535
- posts_total: 108826
- posts_observed: 4
- posts_per_day: 121.322
- account_age_days: 897
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0189
- best_post_interactions: 261
- 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: software
- subcategory: ai_tools
- category_confidence: 0.98
- category_source: derived_from_recent_content
- topics: UI animations and micro-interactions, local AI video generation tools, AI loop engineering and agent workflows, early adoption of new AI tech
- bio: early to everything that matters.

## Audience (inferred)
- status: present
- description: AI developers and indie makers building apps with local AI tools, UI animations, and advanced AI workflows
- roles: dev
- seniority: practitioner
- pain_points: finding free local alternatives to paid AI video tools that run on modest hardware, implementing high-quality subtle UI animations and micro-interactions, scaling a single product spec into many shipped AI features efficiently
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 74
- authenticity_basis: engagement_observed
- credibility_score: 74
- flagged_for_review: false
- koinon_bd_grade: A — 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_mikenevermiss#eeddf74c] found a site with some of the best UI animations and every subtle UI animation problem. micro-interactions are what make people fall in love with your app. this site has one of the best ones i’ve seen so far. https://t.co/47NHFlJnTq https://t.co/8EsDOkBRmy (https://twitter.com/mikenevermiss)
- [x_mikenevermiss#876162bc] this tool is literally Higgsfield AI, but completely free. it’s called Wan2GP. a full AI video studio that runs locally, even on older GPUs with as little as 6GB of VRAM. you get: - text-to-video and image-to-video - Wan 2.2, LTX-2, Hunyuan Video, and Flux built in - LoRA support
- [x_mikenevermiss#df5b4250] Anthropic just dropped a 30-minutes workshop on loop engineering. how to turn one spec into hundreds of shipped features with AI. • 5:31 - build memory for your coding loop • 8:22 - the 4 files every loop needs • 11:02 - the l

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=77, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- 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_mikenevermiss
- Request removal: https://koinonlink.com/claim?k=x_mikenevermiss
- Terms: https://koinonlink.com/for-ai