aim-search
Search memory system with advanced filtering and intent detection
npx skills add majiayu000/claude-skill-registry --skill aim-search-hidden-history-ai-memory --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Search Memory - Advanced Memory Retrieval Search the AI Memory Module using semantic similarity with advanced filtering by collection, type, and intent detection. ## Memory System V2.0 The memory system has 3 collections: - **code-patterns** - HOW things are built (implementation, error_fix, refactor, file_pattern) - **conventions** - WHAT rules to follow (rule, guideline, port, naming, structure) - **discussions** - WHY things were decided (decision, session, blocker, preference, context) ## Usage ```bash # Basic semantic search (searches code-patterns by default) /aim-search "how do I implement authentication" # Search specific collection /aim-search "error handling patterns" --collection conventions # Filter by memory type /aim-search "recent bugs" --type error_fix # Filter by multiple types /aim-search "code patterns" --type implementation,refactor # Use intent detection with cascading search /aim-search "how do I implement auth" --intent how # Limit results /aim-search "database patterns" --limit 10 # Hide decay scores /aim-search "authentication" --no-decay ``` ## Options - `--collection <name>` - Target specific collection (code-patterns, conventions, discussions) - `--typ
- Memory System V2.0
- Usage
- Options
- Memory Types by Collection
- code-patterns
- conventions
- discussions
- Intent Detection
- Output Format
- Score Interpretation
- Decay Formula
- Examples
- Python Implementation Reference
- Technical Details
Basic semantic search (searches code-patterns by default) Search specific collection Filter by memory type Filter by multiple types Use intent detection with cascading search Limit results Hide decay scores Find implementation examples in current project Find shared conventions across all projects Find specific error fixes
What does the aim-search skill do?
Search memory system with advanced filtering and intent detection
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill aim-search-hidden-history-ai-memory --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.