用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/a5c-ai/babysitter --skill requirements-flowdown命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
Reference for querying the Atlas knowledge graph through its MCP tools — the SECONDARY enrichment/comparison layer that adds best-practice context to systems you have ALREADY scanned from your real sources (`az`, repos, dirs). Use when you need to look up nodes, edges, kinds, clusters, stats, or wiki pages in Atlas to compare against your real inventory. (atlas graph, query atlas, atlas mcp, search the graph, graph neighbors, atlas record, atlas kinds, enrichment layer)
Atlas turns your STATED NEED into a real systems atlas by SCANNING your actual sources (Azure via `az`, git repos, local dirs) and process/data mining them, THEN enriching against the Atlas knowledge graph. Use this skill when asked to inventory/map your real systems, scan your cloud + repos + directories, mine the real processes or data they contain, or collect their real constraints/gotchas. (atlas, scan my systems, inventory our azure account, map my repos, real systems atlas, process mining, data mining, collect nuances, system discovery)
This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md files in repos", "research external skills", "find workflow patterns", "survey the skill landscape", "what skills exist out there", or wants to investigate public repositories for extractable processes, babysitter plugins, and reusable procedural insights. Searches GitHub for SKILL.md files, classifies repos by archetype, and maintains structured research under docs/reference-repos/.
正在显示 SKILL.md
| name | requirements-flowdown |
| description | Skill for systematic requirements capture, decomposition, and traceability |
| allowed-tools | ["Read","Write","Glob","Grep","Bash"] |
| metadata | {"specialization":"mechanical-engineering","domain":"science","category":"design-development","priority":"medium","phase":7,"tools-libraries":["IBM DOORS","Jama Connect","Polarion"]} |
| graph | {"domains":["domain:mechanical-engineering"],"skillAreas":["skill-area:physics-simulation","skill-area:mathematical-reasoning","skill-area:motion-planning"],"roles":["role:systems-integration-engineer","role:research-engineer"]} |
The Requirements Flow-Down skill provides systematic capabilities for capturing, decomposing, and tracing requirements throughout the mechanical design process, ensuring design intent is properly communicated and verified.
Level 1: Stakeholder Requirements
- What the customer/user needs
- High-level, solution-independent
- Source: Customer specifications, standards
Level 2: System Requirements
- What the system must do
- Allocated from stakeholder requirements
- Source: System engineering
Level 3: Subsystem Requirements
- What each subsystem must do
- Allocated from system requirements
- Source: Architecture trade studies
Level 4: Component Requirements
- What each component must do
- Allocated from subsystem requirements
- Source: Detailed design
| Type | Description | Example |
|---|---|---|
| Functional | What the system does | "Shall lift 500 kg" |
| Performance | How well it performs | "Lifting time < 30 sec" |
| Interface | Connections to other systems | "Shall mate with Type A connector" |
| Environmental | Operating conditions | "Shall operate at -40 to +85 C" |
| Physical | Size, weight, shape | "Shall weigh < 25 kg" |
| Reliability | Failure characteristics | "MTBF > 10,000 hours" |
| Maintainability | Service characteristics | "Shall be serviceable in field" |
| Safety | Hazard prevention | "Shall prevent pinch points" |
Each requirement should have:
- Unique identifier (REQ-XXX-XXXX)
- Requirement text (shall statement)
- Rationale (why needed)
- Source (parent requirement or stakeholder)
- Priority (must have, should have, nice to have)
- Verification method (analysis, test, inspection, demo)
- Owner (responsible engineer)
- Status (draft, approved, verified)
Good requirement characteristics (SMART):
- Specific: Unambiguous and clear
- Measurable: Quantifiable acceptance criteria
- Achievable: Technically feasible
- Relevant: Traces to stakeholder need
- Traceable: Links up and down hierarchy
Bad: "The system shall be easy to use"
Good: "The system shall be operable by one person
without tools within 5 minutes of training"
Parse Parent Requirement
Allocate to Children
Derive Supporting Requirements
Parent: "System shall weigh < 100 kg"
Children:
- Structure: < 40 kg (40%)
- Mechanism: < 25 kg (25%)
- Electronics: < 15 kg (15%)
- Cabling: < 10 kg (10%)
- Margin: 10 kg (10%)
Requirements Verification Matrix (RVM):
| Req ID | Requirement Text | Source | Verification Method | Evidence |
|--------|------------------|--------|---------------------|----------|
| REQ-001 | Shall lift 500 kg | SRS-001 | Test | Test Report TR-001 |
| REQ-002 | Shall operate at -40C | SRS-002 | Test | Test Report TR-002 |
| REQ-003 | Shall weigh < 25 kg | SRS-003 | Inspection | FAI-001 |
| Method | Application | Evidence |
|---|---|---|
| Analysis | Calculations, simulations | Analysis report |
| Test | Physical testing | Test report |
| Inspection | Visual/dimensional check | Inspection report |
| Demonstration | Functional demo | Demo record |
Mechanical standards flow-down:
1. Identify applicable standards (contract, regulatory)
2. Extract applicable requirements from standards
3. Create derived requirements with standard reference
4. Track compliance through verification
| Domain | Standards |
|---|---|
| Structural | ASME BPVC, AWS D1.1, AISC |
| Materials | ASTM, SAE AMS, MMPDS |
| Drawing | ASME Y14.5, ASME Y14.100 |
| Quality | ISO 9001, AS9100 |
| Safety | OSHA, ANSI, ISO 13849 |
| Environmental | MIL-STD-810, IEC 60068 |
1. Change request submitted
2. Impact assessment
- Technical impact
- Cost impact
- Schedule impact
- Downstream requirements
3. Review and approval
4. Implementation
5. Verification of change
6. Update traceability
{
"source_documents": {
"customer_spec": "string",
"applicable_standards": "array",
"interface_documents": "array"
},
"system_context": {
"system_name": "string",
"subsystems": "array",
"interfaces": "array"
},
"requirement_level": "stakeholder|system|subsystem|component"
}
{
"requirements_set": [
{
"id": "string",
"text": "string",
"type": "functional|performance|interface|environmental|physical",
"source": "string",
"parent": "string",
"verification_method": "analysis|test|inspection|demonstration",
"owner": "string",
"priority": "must|should|nice",
"status": "draft|approved|verified"
}
],
"traceability_matrix": {
"upward": "matrix of parent links",
"downward": "matrix of child links",
"verification"