How does the skill rank search results?

Results are ranked using a weighted score that prioritizes matches in the title and tags, while also applying bonuses for recency and importance levels.

What kind of queries can I run with the search skill?

You can perform simple keyword searches or use advanced structured filters such as tag:, type:, file:, and importance: to find specific documentation cards.

Can I find deprecated information with this skill?

By default, deprecated cards are excluded from results to keep information current, but you can view them by explicitly adding status:deprecated to your query.

What is the difference between a card and an event in the search results?

Cards represent curated knowledge like decisions or runbooks, while events are automated logs of session activities. The skill prioritizes cards and only searches events if few card matches are found.

Does this search my entire source code repository?

No, it specifically targets the .claude/memory directory, which houses curated knowledge cards and auto-captured session events rather than the entire codebase.

Session Memory Search

Name: Session Memory Search
Author: TeamSPWK

byTeamSPWK

0•

학습 및 문서화

Searches team knowledge cards and session events using keywords and structured attribute filters.

The Session Memory Search skill provides a powerful interface for querying a project's collective intelligence stored within the .claude/memory directory. It allows developers to instantly retrieve technical decisions, 'gotchas,' runbooks, and historical session events using a sophisticated weighted search algorithm. By supporting structured filters for tags, file paths, and importance levels, this skill ensures that critical project context and institutional knowledge are always accessible, reducing duplicate efforts and speeding up developer onboarding within the Claude Code environment.

주요 기능

01Dual-layer searching across curated knowledge cards and raw session event logs

02Clear, formatted output providing TL;DR summaries and direct file references

03Recency and importance-based scoring to surface the most critical information first

040 GitHub stars

05Structured filtering by tags, card type, file association, and importance

06Weighted search algorithm prioritizing titles and tags for higher relevance

사용 사례

01Searching through past session events to understand the context of previous implementation changes

02Locating specific architectural 'gotchas' or constraints related to a specific source file

03Retrieving project-specific runbooks and onboarding guides for new team members

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add teamspwk/claude-session-memory search

For use in Claude.ai and ChatGPT

주요 기능

01Dual-layer searching across curated knowledge cards and raw session event logs

02Clear, formatted output providing TL;DR summaries and direct file references

03Recency and importance-based scoring to surface the most critical information first

040 GitHub stars

05Structured filtering by tags, card type, file association, and importance

06Weighted search algorithm prioritizing titles and tags for higher relevance

사용 사례

01Searching through past session events to understand the context of previous implementation changes

02Locating specific architectural 'gotchas' or constraints related to a specific source file

03Retrieving project-specific runbooks and onboarding guides for new team members