# 竹鸿安全 (@竹鸿安全) on wechat

- id: koinon:creator:wechat_竹鸿安全
- url: https://koinonlink.com/kol/wechat/%E7%AB%B9%E9%B8%BF%E5%AE%89%E5%85%A8
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 竹鸿安全
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E7%AB%B9%E9%B8%BF%E5%AE%89%E5%85%A8
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 8
- verified: false
- size_tier: nano

## Engagement
- status: not_measurable_on_platform
- status_note: This platform publishes no follower count, so an engagement RATE has no denominator here. No amount of further collection can produce one — it is a property of the platform, not a gap in our data.
- 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: security
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: 全栈AI安全框架部署, 资产挖掘链路, OWASP安全蓝图, MCP工具投毒攻击, Agent网络安全攻防

## Audience (inferred)
- status: present
- description: Cybersecurity professionals, especially those involved in penetration testing and AI security tool usage
- roles: dev
- seniority: practitioner
- pain_points: Deploying and integrating open-source AI security frameworks, Building a complete asset discovery pipeline across the entire network, Defending against emerging AI attacks like MCP tool poisoning, Practical application of Agent-based cybersecurity offensive and defensive operations
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: platform_default
- 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
- [wechat_竹鸿安全#965ec2b5] 第54篇 全栈Ai · 开源AI安全辅助框架Pentest-Copilot部署 (https://weixin.sogou.com/weixin?type=1&query=%E7%AB%B9%E9%B8%BF%E5%AE%89%E5%85%A8)
- [wechat_竹鸿安全#4bc4a3cb] 第58篇 全栈AI 全网最全资产挖掘完整链路
- [wechat_竹鸿安全#35eb3395] 第63篇 全栈AI · OWASP 发布全新安全蓝图
- [wechat_竹鸿安全#98b9b51f] 第59篇 全栈AI MCP工具投毒攻击
- [wechat_竹鸿安全#18d86e22] 第66篇 AI全栈 · agent网络安全与攻防介绍
- [wechat_竹鸿安全#546389dc] 第64篇 全栈Ai · AI威胁 - 对抗性提示注入
- [wechat_竹鸿安全#db346977] 第76篇 AI全栈 · 安全AI系统开发指南
- [wechat_竹鸿安全#bb59d3ba] 第74篇 AI全栈 · 静态分析工具Joern原理分析及0Day漏洞挖掘_

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=9, 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=9, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=9, 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=9, method=Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, not a measurement. — 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=9, method=llm_partner_fit_classifier + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=9, method=platform_profile

## Freshness
- profile_checked_days_ago: 9
- content_analysed_days_ago: 9
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 2
- 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=wechat_%E7%AB%B9%E9%B8%BF%E5%AE%89%E5%85%A8
- Request removal: https://koinonlink.com/claim?k=wechat_%E7%AB%B9%E9%B8%BF%E5%AE%89%E5%85%A8
- Terms: https://koinonlink.com/for-ai