slm-recall

Solid

Search 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

View on GitHub

Quality Score: 91/100

Stars 20%
75
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

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