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 dfm-review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。
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/.
基于 SOC 职业分类
正在显示 SKILL.md
| name | dfm-review |
| description | Skill for design for manufacturing review and optimization |
| allowed-tools | ["Read","Write","Glob","Grep","Bash"] |
| metadata | {"specialization":"mechanical-engineering","domain":"science","category":"design-development","priority":"medium","phase":7,"tools-libraries":["CAD systems","Manufacturing databases","Cost estimation tools"]} |
| 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 DFM Review skill provides capabilities for systematic design for manufacturing review and optimization, enabling cost-effective and producible mechanical designs.
1. Minimize part count
2. Use standard components
3. Design for ease of fabrication
4. Design for ease of assembly
5. Design for ease of service
6. Consider process capabilities
7. Minimize secondary operations
| Process | Key DFM Considerations |
|---|---|
| Machining | Access, fixturing, tool reach |
| Casting | Draft, wall thickness, gates/risers |
| Injection molding | Draft, undercuts, sink marks |
| Sheet metal | Bend radius, hole-to-edge, grain |
| Welding | Access, joint design, distortion |
| Assembly | Part orientation, fastener access |
Holes:
- Standard drill sizes preferred
- L/D ratio < 5 for drills
- Flat bottoms require end mill
- Provide drill point clearance
Pockets:
- Corner radius = tool radius
- Max depth < 4x tool diameter
- Provide tool access
Threads:
- Standard thread sizes
- Depth 1.5-2x diameter sufficient
- Provide thread relief
Wall thickness:
- Minimum 1-2 mm for steel
- Consider deflection during machining
| Dimension Type | Typical Capability |
|---|---|
| Linear (milling) | +/- 0.025 mm |
| Linear (turning) | +/- 0.013 mm |
| Hole diameter | +/- 0.013 mm |
| Surface finish | Ra 1.6-3.2 um |
| Flatness | 0.025 mm/100 mm |
Draft angles:
- External: 1-3 degrees minimum
- Internal: 2-5 degrees
- Deep pockets: increase draft
Wall thickness:
- Minimum: 3-5 mm (sand casting)
- Minimum: 2-3 mm (die casting)
- Uniform thickness preferred
- Gradual transitions
Radii:
- Internal corners: R > 3 mm
- External corners: R > 1 mm
- Avoid sharp transitions
| Material | Shrinkage % |
|---|---|
| Aluminum | 1.2-1.5 |
| Steel | 1.5-2.0 |
| Cast iron | 0.8-1.2 |
| Bronze | 1.0-1.5 |
Wall thickness:
- Uniform 1.5-4 mm
- Transitions < 25% thickness change
- Avoid thick sections (sink marks)
Draft:
- 0.5-1 degree per side minimum
- Textured surfaces: add 1 degree per 0.025 mm depth
Ribs:
- Thickness: 50-75% of wall
- Height: < 3x wall thickness
- Spacing: > 2x wall thickness
Bosses:
- Wall: 50-75% of base wall
- Height: < 2x diameter
- Add gussets for strength
Minimum bend radius:
- Soft materials: 0.5x thickness
- Hard materials: 1-2x thickness
- With grain: smaller radius OK
- Against grain: larger radius
Minimum flange:
- Flange > 4x thickness
- Flange > 3 mm practical minimum
Hole-to-bend:
- Distance > 2x thickness + bend radius
- Prevents hole distortion
Minimum hole size:
- Round: 1x material thickness
- Square/rectangle: 0.8x thickness
Minimum edge distance:
- 2x material thickness minimum
- Prevents edge deformation
Minimum hole spacing:
- 2x material thickness minimum
Manufacturing cost components:
1. Material cost
- Raw material
- Scrap/waste
- Special materials
2. Labor cost
- Setup time
- Run time
- Inspection time
3. Equipment cost
- Machine time
- Tooling amortization
4. Overhead
- Facility
- Support functions
| Area | Opportunity |
|---|---|
| Material | Standard grades, near-net-shape |
| Features | Eliminate unnecessary features |
| Tolerances | Relax to process capability |
| Finish | Specify only where needed |
| Operations | Combine or eliminate steps |
| Assembly | Reduce part count, use snap fits |
Before specifying tight tolerances:
1. Verify functional requirement
2. Check assembly chain
3. Confirm process capability
4. Consider inspection cost
5. Evaluate statistical tolerance
| Tolerance Class | Relative Cost |
|---|---|
| Standard (+/- 0.5 mm) | 1x |
| Precision (+/- 0.1 mm) | 2-3x |
| Close (+/- 0.025 mm) | 5-10x |
| Very close (+/- 0.01 mm) | 10-20x |
{
"design_data": {
"cad_model": "file reference",
"drawings": "array of references",
"material": "string"
},
"manufacturing_context": {
"target_process": "machining|casting|molding|sheet_metal|additive",
"production_volume": "prototype|low|medium|high",
"target_cost": "number (optional)"
},
"supplier_constraints": {
"preferred_suppliers": "array",
"equipment_limitations": "array"
}
}
{
"dfm_assessment": {
"overall_rating": "good|acceptable|needs_improvement",
"manufacturability_score": "number (1-10)"
},
"issues": [
{
"feature": "string",
"issue": "string",
"severity": "critical|major|minor",
"recommendation": "string",
"cost_impact": "string"
}
],
"cost_analysis": {
"material_cost": "number",
"labor_cost": "number",
"tooling_cost": "number",
"total_unit_cost":