gds-explorer
OfficialOrient spheres, map patterns, and uncover archetypes.
Authorhypertopos
Version1.0.0
Installs0
System Documentation
What problem does it solve?
GDS explorer helps AI agents quickly orient themselves in unfamiliar geometric spheres by summarizing entity lines, identifying patterns, and outlining population structure to guide deeper investigation.
Core Features & Use Cases
- Orientation workflow: sphere_overview, get_sphere_info, and find_clusters to reveal patterns, anomalies, and archetypes.
- Profiling and segmentation: profile raw dimensions, assess clustering results, and segment populations for targeted analysis.
- Guidance for next steps: map subpopulations, compare groups, and determine which specialist skill to hand off to for ground truth validation.
Quick Start
Run the orientation workflow on a target sphere by invoking sphere_overview(detail="summary"), get_sphere_info(), and find_clusters to identify archetypes, then hand off to the appropriate skill for deeper investigation.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: gds-explorer Download link: https://github.com/hypertopos/hypertopos-skills/archive/main.zip#gds-explorer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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