# Luci Pars (@parsluci) on x

- id: koinon:creator:x_parsluci
- url: https://koinonlink.com/kol/x/parsluci
- schema_version: 1.4

## Identity
- platform: x
- handle: parsluci
- platform_url: https://twitter.com/parsluci
- country: Turkey
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12048
- following: 335
- posts_total: 15459
- posts_observed: 1
- posts_per_day: 11.974
- account_age_days: 1291
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00025
- best_post_interactions: 3
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Skywork AI工具更新, 团队集成与原型功能
- bio: Herkesten önce tüm alanlardaki yapay zeka gelişmelerini paylaşıyorum. Çok fazla içerik atıyorum ona göre takip edebilirsiniz. 3 yıldır 157B üyeli topluluk mod.

## Audience (inferred)
- status: present
- description: People who follow AI tool updates and feature integrations, but find the content sparse and hard to accurately define their profile
- roles: none
- seniority: practitioner
- posts_analysed: 2
- confidence: 0.4

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

## Quality signals
- authenticity_score: 63
- authenticity_basis: engagement_observed
- credibility_score: 78
- 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
- [x_parsluci#2ae8cdb3] Skywork’te Takım Entegrasyonu ve Tek Cümleyle Prototip Oluşturma (https://twitter.com/parsluci/status/2072938884615246324)
- [x_parsluci#f7e430a5] Skywork yapay zeka araçlarına iki yeni özellik ekledi. Bunlardan ilki olan Skywork Tags sayesinde Skywork Slack, Lark, Discord ve Telegram gibi platformlarda bir takım üyesi gibi çalışabiliyor. Seçtiğiniz kanallara ve konuşmalara erişim sağlayan Skywork görevleri devralarak ekip 

## 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=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=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 78
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 12
- 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_parsluci
- Request removal: https://koinonlink.com/claim?k=x_parsluci
- Terms: https://koinonlink.com/for-ai