Jeden Skill in Manus ausführen
mit einem Klick

Jeden Skill in Manus mit einem Klick ausführen

memory-query

Sterne1

Forks0

Aktualisiert23. Februar 2026 um 22:08

This skill should be used when the user asks to "search memories", "find in memory", "what do I remember about X", "recall past decisions", "check memory for X", or needs guidance on constructing memory queries. Covers: MCP tool usage patterns, memory type selection (episodic/semantic/procedural/working), scope selection (session/project/user), importance scoring, and retrieval strategies (BM25, graph, hybrid).

Installation

Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.

In Manus ausführen

Quelle

baladithyab

baladithyab/engram

GitHub-Repository öffnen Creator-Repositorys ansehen

Download

In Manus ausführen

Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

SoftwareentwicklerInformatik- und Mathematikberufe·SOC 15-1252

SKILL.md

readonly

name	memory-query
description	This skill should be used when the user asks to "search memories", "find in memory", "what do I remember about X", "recall past decisions", "check memory for X", or needs guidance on constructing memory queries. Covers: MCP tool usage patterns, memory type selection (episodic/semantic/procedural/working), scope selection (session/project/user), importance scoring, and retrieval strategies (BM25, graph, hybrid).
version	0.1.0

Memory Query Patterns

Available MCP Tools

store_memory — create a memory (content, type, scope, tags, importance)
recall_memories — search by text query with BM25 full-text search
forget_memory — soft-delete a memory
get_memory_status — connection and count stats
promote_memory — move memory to higher scope

Memory Types

Type	Use For	Examples
`episodic`	Events, conversations, experiences	"Fixed auth bug by adding token refresh"
`semantic`	Facts, knowledge, concepts	"This project uses PostgreSQL 16 with pgvector"
`procedural`	Skills, patterns, how-tos	"To deploy, run `cdk deploy --all` from infra/"
`working`	Temporary task context	"Currently investigating the CORS issue on /api/users"

Memory Scopes

Scope	Persists	Use For
`session`	This conversation only	Working context, temporary notes
`project`	Across sessions in this project	Codebase knowledge, conventions
`user`	Across all projects	Personal preferences, cross-project patterns

Query Strategies

Broad search: recall_memories(query: "authentication") — finds all auth-related memories
Scoped search: recall_memories(query: "test patterns", scope: "project") — project-specific
Typed search: recall_memories(query: "how to deploy", memory_type: "procedural") — skills only

Mehr aus diesem Repository

gleiches Repository

surrealql-reference

baladithyab/engram

Use this skill when you need to write SurrealQL queries or schema definitions. Triggers on: "SurrealQL", "SurrealDB query", "surql", "DEFINE", "SELECT FROM", "CREATE TABLE", "RELATE", "full-text search", "vector search", "HNSW", "graph traversal", "computed field", "memory strength decay", "knowledge graph", "edge queries", "record link", "UPSERT", "BM25", "search operator", "@1@", "SPLIT", "FETCH". Use this skill to understand exact SurrealQL syntax for the surrealdb-memory plugin.

2026-02-261

surrealql

baladithyab/engram

This skill should be used when writing SurrealQL queries for SurrealDB 3.0, modifying the engram schema, or debugging SurrealQL errors. Triggers on: "SurrealQL", "surql", "SurrealDB query", "schema change", "DEFINE TABLE", "DEFINE FIELD", "DEFINE INDEX", "UPSERT", "RELATE", or any SurrealDB DDL.

2026-02-261

memory-admin

baladithyab/engram

This skill should be used when the user asks to "manage memory", "consolidate memories", "promote memories", "archive old memories", "check memory health", "prune knowledge graph", "switch deployment mode", "export memory", or needs guidance on memory lifecycle management. Covers: consolidation pipeline, promotion criteria, archival, knowledge graph maintenance, deployment mode switching, memory diagnostics, and troubleshooting.

2026-02-251

name	memory-query
description	This skill should be used when the user asks to "search memories", "find in memory", "what do I remember about X", "recall past decisions", "check memory for X", or needs guidance on constructing memory queries. Covers: MCP tool usage patterns, memory type selection (episodic/semantic/procedural/working), scope selection (session/project/user), importance scoring, and retrieval strategies (BM25, graph, hybrid).
version	0.1.0

Memory Query Patterns

Available MCP Tools

store_memory — create a memory (content, type, scope, tags, importance)
recall_memories — search by text query with BM25 full-text search
forget_memory — soft-delete a memory
get_memory_status — connection and count stats
promote_memory — move memory to higher scope

Memory Types

Type	Use For	Examples
`episodic`	Events, conversations, experiences	"Fixed auth bug by adding token refresh"
`semantic`	Facts, knowledge, concepts	"This project uses PostgreSQL 16 with pgvector"
`procedural`	Skills, patterns, how-tos	"To deploy, run `cdk deploy --all` from infra/"
`working`	Temporary task context	"Currently investigating the CORS issue on /api/users"

Memory Scopes

Scope	Persists	Use For
`session`	This conversation only	Working context, temporary notes
`project`	Across sessions in this project	Codebase knowledge, conventions
`user`	Across all projects	Personal preferences, cross-project patterns

Query Strategies

Broad search: recall_memories(query: "authentication") — finds all auth-related memories
Scoped search: recall_memories(query: "test patterns", scope: "project") — project-specific
Typed search: recall_memories(query: "how to deploy", memory_type: "procedural") — skills only