# がんちゃん | AI活用術 (@leapai0909) on tiktok

- id: koinon:creator:tiktok_leapai0909
- url: https://koinonlink.com/kol/tiktok/leapai0909
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: leapai0909
- platform_url: https://www.tiktok.com/@leapai0909
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 36032
- following: 1
- posts_total: 10
- posts_observed: 5
- verified: false
- size_tier: koc

## 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Claude Codeのデザイン編集・自動生成, Seedanceの動画生成機能進化, Manusのデータ管理と削除リスク, AIエージェントのオートモード活用, 生成AIの業務効率化事例

## Audience (inferred)
- status: present
- description: Japanese practitioners using AI agents and generative AI tools to boost work efficiency, especially those interested in Claude Code and AI video generation
- roles: automation
- seniority: practitioner
- pain_points: Keeping up with frequent AI tool updates and new features, Risk of data loss and the hassle of backups, Limitations on video length due to subscription plans, The limits of manual verification tasks and the need for automation
- posts_analysed: 16
- confidence: 0.6

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

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 51
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [tiktok_leapai0909#f64de588] ダブルクリックで直せる／Claude Codeのデザイン編集 出てきたアートボードは、ダブルクリックで文字もフォントサイズも直せます。 コードを書く前に案を選べるので、作ってからの作り直しが減ります。 #ClaudeCode #Anthropic #AIエーェント #生成AI #AI活用 #仕事効率化 #バイブコーディング (https://www.tiktok.com/@leapai0909)
- [tiktok_leapai0909#63b25a50] original sound - leapai0909
- [tiktok_leapai0909#f2511a93] Check out 岩田 侑城 | AI社員で業務を自動化’s video! #TikTok >
- [tiktok_leapai0909#bd19c40f] 指示は1回だけ／会社概要が5案出てきた 自社ホームページのリポジトリで「会社概要ページの修正パターンを5つ」と頼んだ結果です。 5分ほどで5パターンのアートボードが出てきました。 #ClaudeCode #Anthropic #AIエージェント #生成AI #AI活用 #仕事効率化 #バイブコーディング
- [tiktok_leapai0909#8cd0c73a] /designが登場／Claude Codeでデザインができる Claude Code に新しいスキル「/design」が追加されました。 UI の案をアートボードとして出して、そのまま見ながら調整できます。 #ClaudeCode #Anthropic #AIエージェント #生成AI #AI活用 #仕事効率化 #バイブコーディング
- [tiktok_leapai0909#af9ede3a] 実演同じ指示で比べた／オートとマニュアルの差 同じプロンプトを2つのターミナルに入れて、オートモードとマニュアルモードを並べました。 マニュアルが確認で止まっている間に、オートはどんどん先へ進みます。 #ClaudeCode #Anthropic #AIエージェント #生成AI #AI活用 #仕事効率化 #バイブコーディング
- [tiktok_leapai0909#f1ff7b69] 13.6%しか止められない／人の確認はもう限界だった Claude Codeの既定が「オート」に変わった理由を、公式が出した数

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=69, 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=61, 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=69, 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=69, method=platform_profile

## Freshness
- profile_checked_days_ago: 69
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 7
- 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=tiktok_leapai0909
- Request removal: https://koinonlink.com/claim?k=tiktok_leapai0909
- Terms: https://koinonlink.com/for-ai