knowledge-locator
Spatial indexing and retrieval system for finding information within memory palaces using multi-modal search. Triggers: knowledge search, find information, locate concept, recall, spatial query, cross-reference, discovery, memory retrieval, pr review search, past decisions, review patterns Use when: searching for stored knowledge, cross-referencing concepts, discovering connections, retrieving from palaces, finding past PR decisions DO NOT use when: creating new palace structures - use memory-palace-architect. DO NOT use when: processing new external resources - use knowledge-intake. Consult this skill when searching or navigating stored knowledge.
$ 설치
git clone https://github.com/athola/claude-night-market /tmp/claude-night-market && cp -r /tmp/claude-night-market/plugins/memory-palace/skills/knowledge-locator ~/.claude/skills/claude-night-market// tip: Run this command in your terminal to install the skill
name: knowledge-locator description: | Spatial indexing and retrieval system for finding information within memory palaces using multi-modal search.
Triggers: knowledge search, find information, locate concept, recall, spatial query, cross-reference, discovery, memory retrieval, pr review search, past decisions, review patterns
Use when: searching for stored knowledge, cross-referencing concepts, discovering connections, retrieving from palaces, finding past PR decisions
DO NOT use when: creating new palace structures - use memory-palace-architect. DO NOT use when: processing new external resources - use knowledge-intake.
Consult this skill when searching or navigating stored knowledge. category: navigation tags: [retrieval, search, indexing, recall, spatial-memory, pr-review] dependencies: [memory-palace-architect, review-chamber] scripts: [palace_manager.py] usage_patterns: [search, cross-reference, discovery, review-search] complexity: intermediate estimated_tokens: 500
Knowledge Locator
A spatial indexing and retrieval system for finding information within and across memory palaces. Enables multi-modal search using spatial, semantic, sensory, and associative queries.
What It Is
The Knowledge Locator provides efficient information retrieval across your memory palace network by:
- Building and maintaining spatial indices for fast lookup
- Supporting multiple search modalities (spatial, semantic, sensory)
- Mapping cross-references between palaces
- Tracking access patterns for optimization
Quick Start
Search Palaces
python scripts/palace_manager.py search "authentication" --type semantic
List All Palaces
python scripts/palace_manager.py list
When to Use
- Finding specific concepts within one or more memory palaces
- Cross-referencing information across different palaces
- Discovering connections between stored information
- Finding information using partial or contextual queries
- Analyzing access patterns for palace optimization
Search Modalities
| Mode | Description | Best For |
|---|---|---|
| Spatial | Query by location path | "Find concepts in the Workshop" |
| Semantic | Search by meaning/keywords | "Find authentication-related items" |
| Sensory | Locate by sensory attributes | "Blue-colored concepts" |
| Associative | Follow connection chains | "Related to OAuth" |
| Temporal | Find by creation/access date | "Recently accessed" |
Core Workflow
- Build Index - Create spatial index of all palaces
- Optimize Search - Configure search strategies and heuristics
- Map Cross-References - Identify inter-palace connections
- Test Retrieval - Validate search accuracy and speed
- Analyze Patterns - Track and optimize based on usage
Target Metrics
- Retrieval latency: ≤ 150ms cached, ≤ 500ms cold
- Top-3 accuracy: ≥ 90% for semantic queries
- Robustness: ≥ 80% success with incomplete queries
Detailed Resources
- Index Structure: See
modules/index-structure.md - Search Strategies: See
modules/search-strategies.md - Cross-Reference Mapping: See
modules/cross-references.md
PR Review Search
Search the review chamber within project palaces for past decisions and patterns.
Quick Commands
# Search review chamber by query
python scripts/palace_manager.py search "authentication" \
--palace <project_id> \
--room review-chamber
# List entries in specific room
python scripts/palace_manager.py list-reviews \
--palace <project_id> \
--room decisions
# Find by tags
python scripts/palace_manager.py search-reviews \
--tags security,api \
--since 2025-01-01
Review Chamber Rooms
| Room | Content | Example Query |
|---|---|---|
decisions/ | Architectural choices | "JWT vs sessions" |
patterns/ | Recurring solutions | "error handling pattern" |
standards/ | Quality conventions | "API error format" |
lessons/ | Post-mortems | "outage learnings" |
Context-Aware Surfacing
When starting work in a code area, surface relevant review knowledge:
# When in auth/ directory
python scripts/palace_manager.py context-search auth/
# Returns:
# - Past decisions about authentication
# - Known patterns in this area
# - Relevant standards to follow
Integration
Works with:
memory-palace-architect- Indexes palaces created by architectsession-palace-builder- Searches session-specific palacesdigital-garden-cultivator- Finds garden content and linksreview-chamber- Searches PR review knowledge in project palaces
Repository
