# Joma Clips (@joma_clips) on youtube

- id: koinon:creator:youtube_joma_clips
- url: https://koinonlink.com/kol/youtube/joma_clips
- schema_version: 1.4

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

## Reach
- followers: 379000
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: 0.85
- category_source: derived_from_recent_content
- topics: Programming memes and skits, Tech interviews and job prep, Big tech company life and culture, Anime-style programming humor, Coding career growth and tools
- bio: Clips from Joma Tech's videos.

## Audience (inferred)
- status: present
- description: Software developers, programmers, and tech job seekers focused on big tech culture, interviews, and coding memes
- roles: dev
- seniority: practitioner
- pain_points: Navigating intense tech job interviews and overpreparation, Dealing with non-technical clients and miscommunication, Understanding big tech company culture, meetings, and code reviews, Choosing tools like IDEs and staying relevant in coding careers
- posts_analysed: 24
- confidence: 0.6

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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
- [youtube_joma_clips#8ec78057] when you're afraid of AI #ad Mailchimp (https://www.youtube.com/@joma_clips)
- [youtube_joma_clips#d586d1b0] When you rob a big tech company 2
- [youtube_joma_clips#f24b3ba7] when rob a big tech company, but the employees are…
- [youtube_joma_clips#30a405e5] If Programming was an Anime
- [youtube_joma_clips#4de70a39] how to make $1M a year in your 20s
- [youtube_joma_clips#0e0ce555] how people react during a crypto hack
- [youtube_joma_clips#38f26394] how programmers overprepare for job interviews
- [youtube_joma_clips#359b0206] If Programming Was An Anime pt.3

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=86, 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=56, 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=86, 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=86, method=platform_profile

## Freshness
- profile_checked_days_ago: 86
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 13
- 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=youtube_joma_clips
- Request removal: https://koinonlink.com/claim?k=youtube_joma_clips
- Terms: https://koinonlink.com/for-ai