| name | rag-project-remember |
| description | Store project-specific knowledge into the project-level LightRAG knowledge graph |
| version | 1.0.0 |
| model | sonnet |
| triggers | ["/rag-project-remember","remember this for the project","save project context"] |
RAG Project Remember — Store to Project Knowledge Graph
Store project-specific knowledge — architecture decisions, conventions, dependencies, and requirements — into the project-level LightRAG graph.
Formatting rules
Format each entry as:
[TYPE] Title — YYYY-MM-DD
What: Brief description
Why: The reasoning or constraint behind it
Files: Relevant file paths (if applicable)
Entry types
| Type | Use for |
|---|
ARCHITECTURE | System design choices, component structure, data flow |
CONVENTION | Coding standards, naming patterns, file organization rules |
DECISION | Technology choices, library selections, approach decisions |
DEPENDENCY | External services, APIs, packages, version constraints |
CONFIG | Environment setup, build config, deployment settings |
REQUIREMENT | Business rules, constraints, acceptance criteria |
INSIGHT | Performance findings, gotchas, non-obvious behaviors |
How to store
node -e "
const BASE = 'http://YOUR_LIGHTRAG_HOST:YOUR_PROJECT_PORT';
const API_KEY = process.env.LIGHTRAG_API_KEY || 'YOUR_API_KEY';
(async () => {
const res = await fetch(BASE + '/documents/text', {
method: 'POST',
headers: {
'Content-Type': 'application/json',
'X-API-Key': API_KEY
},
body: JSON.stringify({
file_source: '[TYPE] Title — YYYY-MM-DD',
text: 'Full content here with What/Why/Files structure'
})
});
console.log('Status:', res.status);
})();
"
After inserting
- Confirm to the user: "Stored to project memory: [TYPE] Title"
- Do NOT dump the raw API response
When NOT to use this
Use /rag-remember (personal graph) instead for:
- User preferences — working style, tool preferences, communication style
- Cross-project knowledge — things that apply to all projects
- Personal context — roles, responsibilities, machine config
- People info — contacts, working relationships
This skill is for things specific to the current project that wouldn't be relevant elsewhere.
Infrastructure
- Server:
YOUR_LIGHTRAG_HOST:YOUR_PROJECT_PORT
- Auth: X-API-Key header (auth-enabled mode)
- Env var:
LIGHTRAG_API_KEY
