Can I filter my search by specific dates?

Yes, the system includes an intent classifier that automatically extracts time constraints like 'yesterday', 'last week', or specific dates to filter the search results.

Does Memory Query search across all my projects?

No, memory stores are maintained on a per-project basis. This ensures that the context retrieved is strictly relevant to the current project you are working on.

What happens if the primary search index is unavailable?

The system features a robust fallback chain. If high-tier indices like Hybrid or Vector are offline, it automatically falls back to BM25 or Agentic (TOC navigation) to ensure you still get results.

What is Navigator Mode in this skill?

Navigator Mode is an embedded logic layer that allows Claude to act as an autonomous retrieval agent, checking system capabilities and selecting the best execution strategy for complex queries without extra configuration.

Memory Query

Name: Memory Query
Author: SpillwaveSolutions

bySpillwaveSolutions

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Productivity & Workflow

Queries and retrieves past conversation history from the agent-memory system using intelligent, tier-aware search strategies.

The Memory Query skill empowers Claude to search through historical session data using a sophisticated multi-tier retrieval architecture. By automatically classifying user intent—whether exploring broad topics, finding specific answers, or locating exact references—it ensures accurate context recovery. It features an integrated Navigator Mode for autonomous handling of complex queries, provides full explainability for search results, and utilizes a robust fallback system (Topics, Hybrid, Vector, BM25, and Agentic) to guarantee results even when specific indices are unavailable.

Key Features

01Full search explainability including confidence scores, tiers used, and time filters

02Multi-tier retrieval with automatic fallback chains across five capability layers

03Hierarchical time-based navigation across years, months, weeks, and days

04Embedded Navigator Mode for autonomous handling of complex historical queries

05Intent-based query routing for Explore, Answer, Locate, and Time-boxed searches

064 GitHub stars

Use Cases

01Exploring high-level project themes and recurring patterns across historical data

02Recalling specific implementation details or architectural decisions from previous coding sessions

03Locating specific code identifiers or snippets discussed weeks or months prior

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add spillwavesolutions/agent-memory memory-query

For use in Claude.ai and ChatGPT

Download Skill