# defdefcs (@defdefcs) on twitch

- id: koinon:creator:twitch_defdefcs
- url: https://koinonlink.com/kol/twitch/defdefcs
- schema_version: 1.4

## Identity
- platform: twitch
- handle: defdefcs
- platform_url: https://www.twitch.tv/defdefcs
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 20432
- posts_observed: 16
- verified: false
- size_tier: koc

## Engagement
- status: source_unlabelled
- status_note: Engagement figures exist but their source was not labelled. Treat them as unusable: without the source we cannot say which quantity was measured. This is a bug on our side, not a property of the creator.
- 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: pc_console
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Faceit matchmaking grind, CS:GO casual competitive play, Skin case opening culture, Gaming duo coordination, Logitech gaming gear usage, CS:GO community slang and memes

## Audience (inferred)
- status: present
- description: CS:GO players and Faceit platform grinders, mainly young male gamers in casual competitive scenes
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find consistent duo partners for Faceit matchmaking, Frustrated by lack of progress in ranked grinding without proper gear, Anxious about missing out on rare skins from case openings, Overwhelmed by the noise and spam in CS:GO community chat channels
- posts_analysed: 17
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: engagement_observed
- credibility_score: 56
- 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
- [twitch_defdefcs#b479c027] 1 loje CS e masnej SLOTS !leon (https://www.twitch.tv/defdefcs)
- [twitch_defdefcs#bb19241a] 1-2 games faceit. !leon
- [twitch_defdefcs#08d0970c] 2-3 games faceit, e masnej SLOTS me !leon
- [twitch_defdefcs#082103da] SLOTS SLOTS SLOTS. !leon
- [twitch_defdefcs#381648a4] 1-2 games faceit grind
- [twitch_defdefcs#159c43ea] 1-2 games faceit
- [twitch_defdefcs#4a13f15a] faceit grind, pe provojm Logitech Superstrike.
- [twitch_defdefcs#c8ed08fc] Duo faceit grind with @arn1too, and OPENING CASES.

## 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=24, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=24, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=24, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=24, 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=24, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=23, 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=24, 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=23, 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=23, method=platform_profile

## Freshness
- profile_checked_days_ago: 23
- content_analysed_days_ago: 24
- audience_updated_days_ago: 24

## AI retrieval
- indexing_requests: 6
- 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=twitch_defdefcs
- Request removal: https://koinonlink.com/claim?k=twitch_defdefcs
- Terms: https://koinonlink.com/for-ai