retrieval

Retrieve exact quotes with timestamps from session and git history.

11|2|Updated Dec 24, 2025

Search Tags:#retrieval #hive-mind #timestamps #git-history #quotes #session-history

Ready to run

npx skills add https://github.com/Crazytieguy/alignment-hive --skill retrieval-crazytieguy

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: retrieval
Source: https://github.com/Crazytieguy/alignment-hive/tree/main/plugins/hive-mind/skills/retrieval
Command: npx skills add https://github.com/Crazytieguy/alignment-hive --skill retrieval-crazytieguy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables exact quotation retrieval from historical sessions to preserve original context without interpretation.

Core Features & Use Cases

Direct quotes with timestamps: Pull verbatim user and assistant messages across sessions with precise timestamps.
Cross-session context: Aggregate quotes from multiple sessions and git history for thorough context reconstruction.
No interpretation: Returns quotes as-is; avoids analysis unless requested.

Quick Start

Request verbatim quotes with timestamps from the current and past sessions using the hive-mind retrieval agent.

Frequently Asked Questions about retrieval

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I retrieve exact quotes from session history with timestamps?▼

To retrieve exact quotes from session history, you can request verbatim user and assistant messages across sessions. The tool returns quotes with precise timestamps and mentions the source without adding analysis or summarization.

Can I search git history and past sessions to reconstruct context?▼

Yes, you can search across git history and multiple sessions to reconstruct context. It gathers artifacts from user messages, assistant responses, and git history, returning exact quotes to preserve original context without interpretation.

Does the session history retrieval provide analysis or summaries of past conversations?▼

Session history retrieval does not provide analysis or summaries. It returns exact quotes as-is from user and assistant messages, avoiding interpretation unless explicitly requested, to ensure accurate audit and context reconstruction.

What is the best way to pull verbatim messages across multiple sessions for an audit?▼

The best way to pull verbatim messages for an audit is using a hive-mind retrieval agent. It aggregates direct quotes with timestamps from multiple sessions and git history, providing source mentions for thorough context reconstruction.

Are there limitations when using a quote-focused retrieval for context reconstruction?▼

A limitation of quote-focused retrieval is that it strictly avoids analysis or summarization. It only returns verbatim quotes with timestamps and source mentions, meaning you must manually interpret the aggregated session and git history artifacts.