k-means-clustering
Multi-surface K-means clustering with Python surface for iterative centroid optimization and SQLite surface for cluster persistence and member assignment…
Skill by SpectreDeath
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/spectredeath-k-means-clustering
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: testing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/k-means-clustering
Tools it pre-approves 14
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
-readwriteeditbashglobgrepcodebase_searchtasksequentialthinking_sequentialthinkingwebfetchwebsearch
Show 2 more
questionsuggest
What's inside
- Skill name
k-means-clustering- Description
- Multi-surface K-means clustering with Python surface for iterative centroid optimization and SQLite surface for cluster persistence and member assignment tracking. Supports configurable K and convergence testing.
- License
- unknown
- Compatibility
- UNIVERSAL
- Allowed tools
- -, read, -, write, -, edit, -, bash, -, glob, -, grep, -, codebase_search, -, task, -, sequentialthinking_sequentialthinking, -, webfetch, -, websearch, -, question, -, suggest
- Instructions
- 88 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Jun 13, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/SpectreDeath/Em-Cubed
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
k-means-clustering skill. Agent Mart. https://agentmart.dev/skills/spectredeath-k-means-clustering (last updated 2026-10-24)