# へあらぼ@AI FUSION中 (@hairlabo_t) on x

- id: koinon:creator:x_hairlabo_t
- url: https://koinonlink.com/kol/x/hairlabo_t
- schema_version: 1.4

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

## Reach
- followers: 583
- following: 196
- posts_total: 3673
- posts_observed: 1
- posts_per_day: 0.644
- account_age_days: 5700
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00858
- best_post_interactions: 5
- 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: ComfyUI+本地模型图像生成性能测试, Codex Agent编排与子代理配置, 多模型特性对比与使用场景划分, AI自动化业务流程（库存、定价）, 本地LLM与API集成可行性
- bio: 長野の山奥で髪の毛をいじりながら中古品売ってます♪
『釣る時に泳いでくる魚しか獲物はない』
2020/9/10 法人設立
2022/3 月商ミリオン達成🎉
2022/10 買取事業開始
2023/6 月商ダブルミリオン達成㊗
2024/6 月商250万達成
親密性 | 慎重さ | 分析思考 | 調和性 | 最上志向

## Audience (inferred)
- status: present
- description: AI practitioners and enthusiasts focused on building local LLMs, ComfyUI-based image generation, and Codex-style agent orchestration systems
- roles: automation
- seniority: practitioner
- pain_points: Complex configuration for orchestrating multi-model agents like Codex, requiring repeated trial and error, Browser use and Computer use features fail to work properly under Windows environment, Difficulty in selecting models and managing costs, struggling to balance performance against per-call expenses, Inability to step away from the computer during AI task execution, disrupting daily workflows
- posts_analysed: 20
- confidence: 0.6

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

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 57
- 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_hairlabo_t#88239c98] Anima-Turbo＋ComfyUIをRTX 4080でテストしました🚀 🖼️ 1024×1024 ⏱️ 生成時間：約5.6秒 📊 GPU使用率：平均41％／最大99％ 💾 最大VRAM：約8.1GB ⚡ GPU電気代：約0.006円／枚 運用コストは安そう、グラボは高い https://t.co/kqxS8bnHEG (https://twitter.com/hairlabo_t/status/2072801636322578550)
- [x_hairlabo_t#532cdafe] こんな感じー🌝 https://t.co/FRhTpPuufQ
- [x_hairlabo_t#83a900d3] ローカルLLMで画像生成出来た。 API的な使い方もできるみたい。 プログラムに組み込み可能のようです・・・ RTX4080 ソルーさん（@solu_BookSet）御購入、御検討下さいwww https://t.co/pvpGSnzJ3d
- [x_hairlabo_t#17714ff8] コイツとAIの相性はやばいよ🤩 https://t.co/q3TisOHJms
- [x_hairlabo_t#712bbf56] Codexのオーケストレーション設定、やっと完成！🎉 メインはSol xhigh 🧠 作業内容を判断し、必要に応じて他のモデルへ仕事を振り分ける構成です。 特に大変だったのがLuna Maxの設定🌙 試行錯誤と検証を重ね、最終的にCustom Agentとして導入できました！ AIを使う環境から、 AIチームに仕事を任せる環境へ🚀
- [x_hairlabo_t#f03fbf33] ちょっと無料でサービスが過ぎますよ😆 ラインナップがいいですね。「悪役令嬢が何とか」「転生したら何とかだった」とか無くてよかった😉
- [x_hairlabo_t#726c4c29] 100ドル勢になります😆 https://t.co/wOlV2EBluv
- [x_hairlabo_t#a33b0197] Codexでサブエージェントを使ってモデルを変更する設定出来ました！頭のいいモデルがメインでメインがサブに仕事させるイメージ😀

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=76, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 8
- 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_hairlabo_t
- Request removal: https://koinonlink.com/claim?k=x_hairlabo_t
- Terms: https://koinonlink.com/for-ai