Complete architecture reference for the A3 insurance platform — file locations, data flow, conventions, microservice map, and fullstack patterns
日本語の概要は準備中です。原文の説明を表示しています。
Conduct Fundamental Rights Impact Assessments (FRIA) for high-risk AI systems as required by EU AI Act Article 27. Use when (1) deployers of high-risk AI systems (Annex III) need to assess fundamental rights impacts before first use, (2) public bodies or private entities providing public services are deploying AI systems, (3) credit scoring or insurance risk assessment AI systems are being deployed (Annex III 5b, 5c), (4) evaluating impact on natural persons' fundamental rights (dignity, liberty, privacy, data protection, non-discrimination, children's rights, etc.), or (5) creating EU AI Act Article 27 compliance documentation with market surveillance notification.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
A Fundamental Rights Impact Assessment (FRIA) is a mandatory evaluation required by EU AI Act Article 27 for certain deployers of high-risk AI systems. It identifies risks to fundamental rights of individuals or groups and establishes mitigation measures.
┌─────────────────────────────────────────────────────────────────┐
│ FRIA REQUIREMENT FLOW │
├─────────────────────────────────────────────────────────────────┤
│ │
│ High-Risk AI System (Annex III) │
│ │ │
│ ▼ │
│ ┌─────────────────────────────────────────────┐ │
│ │ Is deployer one of the following? │ │
│ │ • Body governed by public law │ │
│ │ • Private entity providing public services │ │
│ │ • Credit/insurance deployer (Art 5(b),(c)) │ │
│ └─────────────────────────────────────────────┘ │
│ │ │
│ YES │ NO ──► FRIA not mandatory │
│ ▼ │
│ ┌─────────────────────────────────────────────┐ │
│ │ CONDUCT FRIA BEFORE FIRST USE │ │
│ │ • Identify affected persons/groups │ │
│ │ • Identify specific risks to rights │ │
│ │ • Determine mitigation measures │ │
│ │ • Notify market surveillance authority │ │
│ └─────────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
| Deployer Type | Description | FRIA Required |
|---|---|---|
| Public Bodies | Bodies governed by public law | ✅ Yes |
| Public Service Providers | Private entities providing public services (education, healthcare, social services, housing, justice) | ✅ Yes |
| Credit Scoring Deployers | Using AI to evaluate creditworthiness (except fraud detection) - Annex III 5(b) | ✅ Yes |
| Insurance Risk Assessment | Using AI for life/health insurance risk assessment and pricing - Annex III 5(c) | ✅ Yes |
| Other Deployers | Not in above categories | ❌ Optional |
| Category | Ref. | Description |
|---|---|---|
| Biometrics | 1(a) | Remote biometric identification systems |
| Biometrics | 1(b) | Biometric categorisation by sensitive attributes |
| Biometrics | 1(c) | Emotion recognition systems |
| Education | 3(a) | Access/admission to educational institutions |
| Education | 3(b) | Evaluation of learning outcomes |
| Education | 3(c) | Assessing appropriate education level |
| Education | 3(d) | Monitoring prohibited student behaviour during tests |
| Employment | 4(a) | Recruitment, job advertisements, filtering applications |
| Employment | 4(b) | Decisions on work terms, promotion, termination, task allocation |
| Essential Services | 5(a) | Eligibility for public assistance benefits |
| Essential Services | 5(b) | Creditworthiness and credit scoring |
| Essential Services | 5(c) | Life and health insurance risk assessment |
| Essential Services | 5(d) | Emergency call classification and dispatch |
| Law Enforcement | 6(a) | Assessing risk of becoming victim of crime |
| Law Enforcement | 6(b) | Polygraphs and similar tools |
| Law Enforcement | 6(c) | Evaluating reliability of evidence |
| Law Enforcement | 6(d) | Assessing offending/re-offending risk |
| Law Enforcement | 6(e) | Profiling during criminal investigation |
| Migration/Asylum | 7(a) | Polygraphs by public authorities |
| Migration/Asylum | 7(b) | Risk assessment for migration/security/health |
| Migration/Asylum | 7(c) | Examining asylum/visa/residence applications |
| Migration/Asylum | 7(d) | Identifying natural persons in migration context |
| Justice/Democracy | 8(a) | Assisting judicial authorities |
| Justice/Democracy | 8(b) | Influencing elections or voting behaviour |
| Right | Charter Article | Assessment Focus |
|---|---|---|
| Human Dignity | Art. 1 | Respect for inherent worth, no degrading treatment |
| Right to Liberty and Security | Art. 6 | Freedom from arbitrary detention/restriction |
| Respect for Private and Family Life | Art. 7 | Privacy in home, family, communications |
| Protection of Personal Data | Art. 8 | Data processing lawfulness, purpose limitation, accuracy |
| Freedom of Expression and Information | Art. 11 | Receive/impart information without interference |
| Non-discrimination | Art. 21 | No discrimination based on protected characteristics |
| Rights of the Child | Art. 24 | Best interests of child, protection, wellbeing |
| Rights of the Elderly | Art. 25 | Dignity, independence, participation |
| Integration of Persons with Disabilities | Art. 26 | Independence, integration, participation |
| Workers' Rights | Arts. 27-32 | Working conditions, fair treatment, collective rights |
| Right to an Effective Remedy | Art. 47 | Access to justice, fair trial |
SEVERITY
Low Medium High
┌─────────┬─────────┬─────────┐
High │ MEDIUM │ HIGH │CRITICAL │
├─────────┼─────────┼─────────┤
LIKELIHOOD Med│ LOW │ MEDIUM │ HIGH │
├─────────┼─────────┼─────────┤
Low │MINIMAL │ LOW │ MEDIUM │
└─────────┴─────────┴─────────┘
| Level | Description | Indicators |
|---|---|---|
| High | Very likely to occur | History of similar issues, inherent system design risk, vulnerable population |
| Medium | Possible under certain conditions | Conditional triggers, partial safeguards |
| Low | Unlikely but possible | Strong safeguards, low exposure |
| Level | Description | Indicators |
|---|---|---|
| High | Significant harm | Major discrimination, denial of essential services, irreversible impact |
| Medium | Moderate harm | Partial rights restriction, recoverable harm, limited scope |
| Low | Minor harm | Inconvenience, easily remedied, small impact |
# Fundamental Rights Impact Assessment
## 1. Deployer Information
| Field | Information |
|-------|-------------|
| Organization Name | [Name] |
| Organization Type | ☐ Public Body ☐ Public Service Provider ☐ Credit/Insurance ☐ Other |
| Contact Person | [Name, Title, Email] |
| Assessment Date | [Date] |
| Next Review Date | [Date] |
## 2. AI System Information
| Field | Information |
|-------|-------------|
| AI System Name | [Name] |
| Provider | [Provider Name] |
| Annex III Category | [e.g., 4(a) - Recruitment] |
| Intended Purpose | [Description] |
| Deployment Context | [Where and how used] |
| Period of Use | [Start date, frequency] |
## 3. Affected Persons and Groups
### 3.1 Categories of Natural Persons
| Category | Number Affected | Vulnerability Level |
|----------|-----------------|---------------------|
| [e.g., Job applicants] | [Estimate] | ☐ High ☐ Medium ☐ Low |
| [e.g., Employees] | [Estimate] | ☐ High ☐ Medium ☐ Low |
### 3.2 Vulnerable Groups Identification
- [ ] Children
- [ ] Elderly persons
- [ ] Persons with disabilities
- [ ] Economically disadvantaged
- [ ] Minorities
- [ ] Other: [Specify]
## 4. Fundamental Rights Risk Assessment
### 4.1 Human Dignity
| Question | Response |
|----------|----------|
| Does the system treat individuals with inherent worth? | ☐ Yes ☐ No ☐ Partial |
| Risk of degrading or humiliating treatment? | ☐ High ☐ Medium ☐ Low ☐ None |
| Assessment Notes | [Notes] |
### 4.2 Right to Liberty and Security
| Question | Response |
|----------|----------|
| Could the system restrict freedom of movement? | ☐ Yes ☐ No ☐ Partial |
| Risk of arbitrary restrictions? | ☐ High ☐ Medium ☐ Low ☐ None |
| Assessment Notes | [Notes] |
### 4.3 Respect for Private and Family Life
| Question | Response |
|----------|----------|
| Does the system process private information? | ☐ Yes ☐ No ☐ Partial |
| Risk of privacy intrusion? | ☐ High ☐ Medium ☐ Low ☐ None |
| Assessment Notes | [Notes] |
### 4.4 Protection of Personal Data
| Question | Response |
|----------|----------|
| Is there a lawful basis for data processing? | ☐ Yes ☐ No ☐ TBD |
| DPIA conducted? | ☐ Yes ☐ No ☐ In Progress |
| Risk of unlawful processing? | ☐ High ☐ Medium ☐ Low ☐ None |
| Assessment Notes | [Notes] |
### 4.5 Freedom of Expression and Information
| Question | Response |
|----------|----------|
| Could the system chill free expression? | ☐ Yes ☐ No ☐ Partial |
| Risk of information restriction? | ☐ High ☐ Medium ☐ Low ☐ None |
| Assessment Notes | [Notes] |
### 4.6 Non-discrimination
| Question | Response |
|----------|----------|
| Has bias testing been conducted? | ☐ Yes ☐ No ☐ In Progress |
| Protected characteristics affected? | [List] |
| Risk of discriminatory outcomes? | ☐ High ☐ Medium ☐ Low ☐ None |
| Assessment Notes | [Notes] |
## 5. Risk Summary
| Fundamental Right | Likelihood | Severity | Risk Level | Priority |
|-------------------|------------|----------|------------|----------|
| Human Dignity | [H/M/L] | [H/M/L] | [Risk] | [1-5] |
| Liberty and Security | [H/M/L] | [H/M/L] | [Risk] | [1-5] |
| Private/Family Life | [H/M/L] | [H/M/L] | [Risk] | [1-5] |
| Personal Data | [H/M/L] | [H/M/L] | [Risk] | [1-5] |
| Expression/Information | [H/M/L] | [H/M/L] | [Risk] | [1-5] |
| Non-discrimination | [H/M/L] | [H/M/L] | [Risk] | [1-5] |
## 6. Mitigation Measures
### 6.1 Technical Measures
| Risk Addressed | Measure | Implementation Status | Owner |
|----------------|---------|----------------------|-------|
| [Risk] | [Measure] | ☐ Planned ☐ In Progress ☐ Complete | [Name] |
### 6.2 Organizational Measures
| Risk Addressed | Measure | Implementation Status | Owner |
|----------------|---------|----------------------|-------|
| [Risk] | [Measure] | ☐ Planned ☐ In Progress ☐ Complete | [Name] |
### 6.3 Human Oversight Arrangements
- [ ] Human review before AI decision
- [ ] Human override capability
- [ ] Designated oversight personnel
- [ ] Training provided
- [ ] Other: [Specify]
### 6.4 Complaint Handling and Redress
- [ ] Complaint mechanism established
- [ ] Contact point designated
- [ ] Response timeline defined: [X] days
- [ ] Escalation procedure documented
- [ ] Remediation process defined
## 7. Documentation and Monitoring
### 7.1 Update Triggers
FRIA must be updated when:
- [ ] Significant changes to AI system
- [ ] Changes to deployment context
- [ ] New affected groups identified
- [ ] New risks identified
- [ ] Regulatory changes
### 7.2 Review Schedule
| Review Type | Frequency | Next Review Date |
|-------------|-----------|------------------|
| Regular Review | [Annual/Semi-annual] | [Date] |
| Triggered Review | As needed | N/A |
## 8. Sign-off
| Role | Name | Date | Signature |
|------|------|------|-----------|
| FRIA Lead | | | |
| DPO | | | |
| Legal/Compliance | | | |
| Authorized Signatory | | | |
## 9. Market Surveillance Notification
- [ ] Notification sent to market surveillance authority
- [ ] Date sent: [Date]
- [ ] Authority: [Name]
- [ ] Reference number: [Number]
The FRIA may complement an existing Data Protection Impact Assessment (DPIA) under:
If a DPIA has been conducted, the FRIA should:
Inputs from:
ai-risk-classification skill → Annex III category determinationdata-classification skill → Data processing contextOutputs to:
hitl-design skill → Human oversight requirementsLast Updated: 2026-01-10 EU AI Act Reference: Article 27, Annex III Source: FRIA_questionnaire.xlsx
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Complete architecture reference for the A3 insurance platform — file locations, data flow, conventions, microservice map, and fullstack patterns
日本語の概要は準備中です。原文の説明を表示しています。
Drafts U.S. commercial real estate access and indemnity (right-of-entry) agreements for pre-closing due diligence. Covers license grants, non-invasive vs invasive testing gates, insurance/endorsement requirements, indemnity with discovery carve-outs, restoration and lien remedies, confidentiality, and anti-indemnity guardrails. Trigger: access agreement, right of entry, due diligence access, Phase I/II, invasive testing, pre-PSA site inspection.
日本語の概要は準備中です。原文の説明を表示しています。
当用户需要对意外险投保问卷进行专业、结构化的核保审查,提取职业类别、工作环境、作业内容、危险活动参与情况、交通出行习惯、特殊工作暴露及其他可能影响意外险承保判断的高风险信息,并生成适合意外险核保、补问流转和风险分层处理的结构化分析结果时使用本 skill。
日本語の概要は準備中です。原文の説明を表示しています。
Inspect, schema, and fill true AcroForm PDFs using sciClaw's pdf_form_inspect, pdf_form_schema, and pdf_form_fill tools. Use when: (1) checking whether a PDF is a real fillable AcroForm, (2) listing form field names, types, and choices, (3) filling a supported form from structured values, (4) preparing reviewable insurance, legal, administrative, or clinical form drafts, (5) reporting skipped fields or unused input keys after a fill. Do not use for scanned PDFs, OCR tasks, or XFA-only forms.
日本語の概要は準備中です。原文の説明を表示しています。
Guide actuarial analysis for insurance pricing. TRIGGERS - Use when user needs help with actuarial-analysis related tasks.
日本語の概要は準備中です。原文の説明を表示しています。
Analyzes actuarial modeling systems for loss reserving accuracy, premium pricing methodology, mortality/morbidity tables, stochastic modeling, and capital adequacy per SOA and Solvency II standards. USE THIS SKILL WHEN: - You need to review or audit actuarial models (reserving, pricing, capital) - Someone asks about loss triangle analysis or reserve adequacy - You are evaluating IBNR calculations, chain ladder methods, or Bornhuetter-Ferguson - A project involves insurance pricing, GLM rating models, or ratemaking - You need to assess Solvency II SCR calculations or RBC compliance - Someone mentions actuarial opinions, ASOP compliance, or SOA standards - You are reviewing stochastic models, ESG configurations, or DFA frameworks - A codebase uses actuarial libraries (chainladder, lifetables, ChainLadder R package) TRIGGER PHRASES: "actuarial", "loss reserving", "IBNR", "chain ladder", "premium pricing", "mortality table", "Solvency II", "capital adequacy", "ratemaking", "GLM pricing", "risk-based capital", "reserve analysis", "actuarial opinion"
日本語の概要は準備中です。原文の説明を表示しています。