slm-recall
SolidSearch SuperLocalMemory for relevant facts, decisions, and past context. Use when the user asks to recall, search, find, or retrieve stored information. Invokes 5-channel retrieval with LightGBM reranking via MCP.
AI & Automation 181 stars
24 forks Updated today AGPL-3.0
Install
Quality Score: 91/100
Stars 20%
Recency 20%
Frontmatter 20%
Documentation 15%
Issue Health 10%
License 10%
Description 5%
Skill Content
# SuperLocalMemory: Recall
Search and retrieve memories using semantic similarity, knowledge graph relationships, and full-text search.
## Usage
```bash
slm recall "<query>" [--limit N] [--min-score 0.0-1.0] [--tags tag1,tag2] [--project name]
```
## Examples
### Example 1: Basic Search
```bash
slm recall "FastAPI"
```
**Output:**
```
🔍 Search Results (3 found)
[ID: 42] Score: 0.85
We use FastAPI for REST APIs
Tags: python, backend, api
Project: myapp
Created: 2026-02-05 14:23
[ID: 38] Score: 0.72
FastAPI is faster than Flask for high-throughput APIs
Tags: performance, python
Project: default
Created: 2026-02-01 09:15
[ID: 29] Score: 0.68
Async endpoints in FastAPI improve concurrency
Tags: async, fastapi, python
Project: myapp
Created: 2026-01-28 11:42
```
### Example 2: Limited Results
```bash
slm recall "authentication" --limit 3
```
**Returns:** Top 3 most relevant results
### Example 3: Minimum Relevance Score
```bash
slm recall "React hooks" --min-score 0.7
```
**Only returns results with relevance score ≥ 0.7**
### Example 4: Filter by Tags
```bash
slm recall "database" --tags postgresql,performance
```
**Only searches memories tagged with specified tags**
### Example 5: Filter by Project
```bash
slm recall "API design" --project myapp
```
**Only searches memories in specified project**
## Arguments
| Argument | Type | Required | Default | Description |
|----------|------|----------|---------|-------------|
| `<query>` | string | Yes | - | Search qu...
Details
- Author
- qualixar
- Repository
- qualixar/superlocalmemory
- Created
- 4 months ago
- Last Updated
- today
- Language
- Python
- License
- AGPL-3.0
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
AI & Automation Solid
slm-remember
Save content to SuperLocalMemory with intelligent indexing and knowledge graph integration. Use when the user wants to remember information, save context, store coding decisions, or persist knowledge for future sessions. Automatically indexes, graphs, and learns patterns.
181 Updated today
qualixar AI & Automation Solid
superlocalmemory
AI agent memory with mathematical foundations. Store, recall, search, and manage memories locally with zero cloud dependency.
181 Updated today
qualixar AI & Automation Listed
recall
Query the memory system for relevant learnings from past sessions
3,809 Updated 4 months ago
parcadei