Why is it recommended to use the hive-mind:retrieval agent?

The retrieval agent is specifically tuned to handle the multi-step search, cross-referencing, and 'archaeology' workflow required to find the most relevant context efficiently.

Can it find decisions that weren't explicitly documented?

Yes, it is specifically designed to find 'implicit decisions' by analyzing thinking blocks and code changes that reveal a choice was made even if it wasn't discussed in a user message.

What sources does this skill analyze?

It searches through indexed Claude session logs (including user messages, assistant replies, and thinking blocks) as well as git logs to provide a complete picture of project evolution.

How does the retrieval skill differ from standard search?

Unlike standard search which might summarize, this skill focuses on 'memory archaeology'—bringing back direct, uninterpreted quotes and timestamps from the history to let the original artifacts speak for themselves.

Project History Retrieval

Name: Project History Retrieval
Author: Crazytieguy

byCrazytieguy

0•

生産性とワークフロー

Excavates project history and session archives to recover specific decisions, preferences, and technical context through direct citation.

Project History Retrieval acts as a specialized memory layer for Claude, enabling 'memory archaeology' to uncover relevant artifacts from past interactions and git history. It is designed to find direct quotes, timestamps, and specific context from previous sessions, prioritizing user messages and thinking blocks to establish a factual basis for current work. By cross-referencing CLI-indexed session history with git commits, it helps developers avoid repeating past mistakes, recalls architectural decisions, and maintains consistency with established user preferences without requiring repetitive explanations.

主な機能

01Direct citation of user messages, assistant responses, and internal reasoning

020 GitHub stars

03Automated indexing via the hive-mind CLI for fast context recovery

04Deep session history search across archived interactions

05Comprehensive discovery of both explicit and implicit project decisions

06Git history cross-referencing to correlate code changes with discussions

ユースケース

01Maintaining alignment with established user preferences and coding styles across long-term projects

02Recalling the specific rationale behind architectural choices made in previous sessions

03Identifying past debugging patterns and failed approaches to avoid redundant work

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add crazytieguy/alignment-hive retrieval

For use in Claude.ai and ChatGPT

Download Skill