菜单
Build and maintain AI-accessible knowledge bases for projects
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。
基于 SOC 职业分类
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| name | Knowledge Base Builder |
| slug | knowledge-base-builder |
| description | Build and maintain AI-accessible knowledge bases for projects |
| category | meta |
| complexity | complex |
| version | 1.0.0 |
| author | ID8Labs |
| triggers | ["build knowledge base","create knowledge base","knowledge base builder","organize knowledge","structure knowledge"] |
| tags | ["knowledge-management","documentation","memory"] |
The Knowledge Base Builder skill helps you create, structure, and maintain knowledge bases that AI agents can effectively query and utilize. It transforms scattered information—from project documentation to tribal knowledge—into organized, accessible knowledge that improves AI performance and team productivity.
This skill guides you through knowledge extraction, organization, structuring, and maintenance. It understands different knowledge formats (documentation, code comments, decision logs, schemas), helps you choose appropriate storage (markdown files, knowledge graphs, databases), and ensures knowledge remains current and useful.
Use this skill when starting new projects, onboarding AI to complex systems, preserving institutional knowledge, or improving AI agent effectiveness through better context.
| Action | Command/Trigger |
|---|---|
| Build new knowledge base | "Build knowledge base for [project]" |
| Extract from codebase | "Extract knowledge from codebase" |
| Organize project docs | "Organize project knowledge" |
| Create knowledge graph | "Create knowledge graph for [domain]" |
| Update knowledge base | "Update knowledge base with [new info]" |
| Audit knowledge | "Audit knowledge base health" |
| Structure documentation | "Structure documentation for [project]" |
Start with Purpose: Define what the knowledge base should accomplish
Structure for Discovery: Make information findable
Write for AI and Humans: Both will consume this
Keep It Current: Stale knowledge is worse than no knowledge
Make It Accessible: Knowledge must be reachable
Use Multiple Formats: Different knowledge needs different formats
Preserve Context: Don't just document "what", document "why"
Link Generously: Connect related concepts
/docs
/README.md # Project overview
/ARCHITECTURE.md # System design
/DECISIONS.md # ADRs (Architecture Decision Records)
/PIPELINE_STATUS.md # Current project state
/CONTRIBUTING.md # Development guide
/API.md # API reference
/DATABASE.md # Schema documentation
/DEPLOYMENT.md # Deployment guide
/TROUBLESHOOTING.md # Common issues
/guides/ # How-to guides
/getting-started.md
/development-workflow.md
/testing.md
/reference/ # Technical reference
/components.md
/utilities.md
/configurations.md
/decisions/ # Detailed ADRs
/001-framework-choice.md
/002-state-management.md
# Architecture
## Overview
[High-level system description]
## System Components
- **Component 1**: [Purpose and responsibility]
- **Component 2**: [Purpose and responsibility]
## Data Flow
[How data moves through the system]
## Key Design Decisions
1. **[Decision]**: [Rationale]
2. **[Decision]**: [Rationale]
## Technology Stack
- Frontend: [Technologies]
- Backend: [Technologies]
- Database: [Technologies]
- Infrastructure: [Technologies]
## Integration Points
- [External service 1]: [How we integrate]
- [External service 2]: [How we integrate]
## Security Considerations
[Security architecture and patterns]
## Scalability & Performance
[How system scales, performance characteristics]
# Architecture Decision Records
## ADR-001: [Decision Title]
**Date**: YYYY-MM-DD
**Status**: Accepted | Proposed | Deprecated
**Context**:
[What is the issue we're trying to solve?]
**Decision**:
[What we decided to do]
**Consequences**:
- Positive: [Benefits]
- Negative: [Trade-offs]
- Neutral: [Other impacts]
**Alternatives Considered**:
1. [Alternative 1]: [Why rejected]
2. [Alternative 2]: [Why rejected]
---
## ADR-002: [Next Decision]
[...]
# [Component Name]
## Purpose
[What this component does and why it exists]
## Location
`/path/to/component`
## Dependencies
- [Dependency 1]: [Why needed]
- [Dependency 2]: [Why needed]
## API
### Functions
- `functionName(params)`: [Description]
### Types
\`\`\`typescript
interface ComponentProps {
// ...
}
\`\`\`
## Usage
\`\`\`typescript
// Example usage
\`\`\`
## Related Components
- [Component A]: [Relationship]
- [Component B]: [Relationship]
## Known Issues
- [Issue 1]: [Workaround]
Project
- name
- description
- status (active, maintenance, deprecated)
- tech_stack
Component
- name
- type (service, module, function)
- location (file path)
- purpose
- status
Person
- name
- role
- expertise_areas
- current_focus
Decision
- title
- date
- status
- context
- choice
- rationale
Process
- name
- type (workflow, procedure, standard)
- steps
- triggers
- outputs
Dependency
- name
- version
- purpose
- critical (boolean)
Project --depends_on--> Dependency
Project --contains--> Component
Component --uses--> Component
Component --implements--> Decision
Person --owns--> Component
Person --made--> Decision
Decision --supersedes--> Decision
Component --documented_in--> Document
Process --governs--> Component
// Create entities
await memory.create_entities({
entities: [
{
name: "id8labs-app",
entityType: "Project",
observations: [
"Next.js 14+ application",
"Uses Supabase for backend",
"Deployed on Vercel",
"Monorepo structure"
]
},
{
name: "authentication-module",
entityType: "Component",
observations: [
"Located in /src/features/auth",
"Handles user authentication via Supabase Auth",
"Supports magic link and OAuth",
"Implements RLS policies"
]
}
]
});
// Create relationships
await memory.create_relations({
relations: [
{
from: "id8labs-app",
to: "authentication-module",
relationType: "contains"
},
{
from: "authentication-module",
to: "Supabase Auth",
relationType: "uses"
}
]
});
Good knowledge base entries should:
| Tool | Best For | Format |
|---|---|---|
| Markdown files | Human-readable docs | .md files in repo |
| Memory MCP | AI-accessible relationships | Knowledge graph |
| Code comments | Implementation context | JSDoc, inline comments |
| OpenAPI/GraphQL | API contracts | YAML/JSON schemas |
| Mermaid | Visual diagrams | Diagram-as-code |
| Notion | Collaborative docs | Rich text, databases |