# Taiki Yoshikawa (@tyoshikawa1106) on x

- id: koinon:creator:x_tyoshikawa1106
- url: https://koinonlink.com/kol/x/tyoshikawa1106
- schema_version: 1.4

## Identity
- platform: x
- handle: tyoshikawa1106
- platform_url: https://twitter.com/tyoshikawa1106
- website: https://www.salesforce.com/trailblazer/tyoshikawa1106
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2219
- following: 980
- posts_total: 48909
- posts_observed: 8
- posts_per_day: 8.513
- account_age_days: 5745
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0027
- best_post_interactions: 6
- 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: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Salesforce development with AI, MCP server configuration for Salesforce, Salesforce DX and headless CRM, Integration of ChatGPT and AI agents with Salesforce, LWC development using AI coding tools
- bio: Salesforce MVP HOF | 14x Salesforce Certified | Dev & Admin | Trailhead Ranger & Agentblazer Legend’26

## Audience (inferred)
- status: present
- description: Salesforce developers and admins, especially those exploring AI integration and headless CRM architectures
- roles: dev
- seniority: practitioner
- pain_points: Struggling to set up and configure MCP servers for Salesforce and AI tool integration, Finding it difficult to connect Salesforce with external AI models like ChatGPT using proper API and authentication work, Lacking clear, step-by-step guides for implementing AI agents and rules in Salesforce DX projects
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 62
- authenticity_basis: engagement_observed
- credibility_score: 62
- 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_tyoshikawa1106#948aaf72] Salesforce + @claude + ChatGPT. The Future of CRM Is Headless. https://t.co/Fg8rf5Kz5A @YouTubeより (https://twitter.com/tyoshikawa1106/status/2073289957675040805)
- [x_tyoshikawa1106#fa8c2efc] はてなブログに投稿しました SFDC：Salesforce開発リポジトリのGitHub Pages設定 - tyoshikawa1106のブログ https://t.co/Go8AsxLzDu
- [x_tyoshikawa1106#bc2db165] はてなブログに投稿しました SFDC：Salesforce開発リポジトリのGitHubブランチ保護設定 - tyoshikawa1106のブログ https://t.co/nQFg1mvnKb
- [x_tyoshikawa1106#ed86b221] はてなブログに投稿しました SFDC：MCP サーバー設定でSalesforceとChatGPTの接続に関する調査メモ - tyoshikawa1106のブログ https://t.co/W0veohFvZZ
- [x_tyoshikawa1106#21a79482] はてなブログに投稿しました SFDC：MCP サーバーの設定を行いPostmanとの接続を試してみました - tyoshikawa1106のブログ https://t.co/ceThoM1Zc5
- [x_tyoshikawa1106#70989d92] はてなブログに投稿しました SFDC：CodexでLWCのVibeコーディングを試してみました - tyoshikawa1106のブログ https://t.co/Lb2IwFR0zs
- [x_tyoshikawa1106#007337b5] はてなブログに投稿しました SFDC：Salesforce DXプロジェクト開発とAIエージェントのルールの設定方法 - tyoshikawa1106のブログ https://t.co/wEOGeO54gY
- [x_tyoshikawa1106#e40d3f76] いい天気☀️ https://t.co/cfCIQWIh9q

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, 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=80, 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: 80
- audience_updated_days_ago: 20

## 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=x_tyoshikawa1106
- Request removal: https://koinonlink.com/claim?k=x_tyoshikawa1106
- Terms: https://koinonlink.com/for-ai