# 𝕏Caliber (@XCaliber) on x

- id: koinon:creator:x_xcaliber
- url: https://koinonlink.com/kol/x/XCaliber
- schema_version: 1.4

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

## Reach
- followers: 6868
- following: 940
- posts_total: 13106
- posts_observed: 3
- posts_per_day: 7.146
- account_age_days: 1834
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00451
- best_post_interactions: 31
- 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: 0.96
- category_source: derived_from_recent_content
- topics: Seedance AI video software, Anime story animation generation, Prompt engineering for AI video, Testing new AI video models, Custom GPT tools for animation workflows
- bio: Your Friendly Problem Solver and AI Animation Guy. Made my own AI Video Gen Software.

## Audience (inferred)
- status: present
- description: AI video generation enthusiasts and indie creators making anime-style animations with custom tools
- roles: content
- seniority: practitioner
- pain_points: High cost of running advanced AI video models, Difficulty optimizing prompts and image references for consistent results, Limited access timelines for new AI video tools, Lack of specialized GPTs or workflows for anime animation pipelines
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 81
- authenticity_basis: engagement_observed
- credibility_score: 81
- 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_xcaliber#3a4ec8da] 🚨 Seedance 2.5 is NOW LIVE on https://t.co/G85ykejcUz 🚨 https://t.co/OvGLG3XHAr (https://twitter.com/XCaliber/status/2071339000783343692)
- [x_xcaliber#b5fc063a] Bring Your Anime Stories to Life https://t.co/ZdCCLklhlR
- [x_xcaliber#b080e8b5] POV: You walk into a bar full of Elf girls https://t.co/BtKsgLe8UG
- [x_xcaliber#c1e01f56] No One Else is Doing it, So I Guess I Will... I Built a GPT Specifically for Seedance 2.5 Now, you can feed it your prompts + image references, and it will optimize them for you based on Dreamina's own Prompt and User guides for SD 2.5. (Can't do Video References; but the Titan A
- [x_xcaliber#887079ff] 🚨 BREAKING: I Just Tested Seedance 2.5 🚨 It's Insane... And VERY Expensive. I also know exactly when you'll have access. I'll tell you everything here... 🧵 https://t.co/ejVEyKP8VS
- [x_xcaliber#f4ebc435] Bolby LOVES Crashing Parties! https://t.co/XnUXA0Br

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, 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: 77

## AI retrieval
- indexing_requests: 9
- 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_xcaliber
- Request removal: https://koinonlink.com/claim?k=x_xcaliber
- Terms: https://koinonlink.com/for-ai