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camnations5

Five-scorer ensemble CAMS assessment pipeline for a single nation across multiple years.

Skill by KaliBond

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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/kalibond-camnations5

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

Five-scorer ensemble CAMS assessment pipeline for a single nation across multiple years. Runs cams-scorer five times independently under an identical prompt, averages raw Coherence/Capacity/Stress/Abstraction at the node-year level, then runs cams-calc once on the mean scores. Outputs a long-format ensemble-mean CSV plus a companion envelope CSV capturing inter-scorer variance. Use this skill — even proactively — whenever the user says "CAMNATIONS5", "camnations5", "/camnations5", "/camsnations5", "camsnations5", "five-scorer CAMS", "ensemble CAMS", or asks for a scorer-robust, uncertainty-aware, or publication-ready version of a CAMNATIONS run. Does not replace camnations (v1); coexists with it.

Use cases: spreadsheets, data, agent-building

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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/camnations5

What's inside

Skill name
camnations5
Description
Five-scorer ensemble CAMS assessment pipeline for a single nation across multiple years. Runs cams-scorer five times independently under an identical prompt, averages raw Coherence/Capacity/Stress/Abstraction at the node-year level, then runs cams-calc once on the mean scores. Outputs a long-format ensemble-mean CSV plus a companion envelope CSV capturing inter-scorer variance. Use this skill — even proactively — whenever the user says "CAMNATIONS5", "camnations5", "/camnations5", "/camsnations5", "camsnations5", "five-scorer CAMS", "ensemble CAMS", or asks for a scorer-robust, uncertainty-aware, or publication-ready version of a CAMNATIONS run. Does not replace camnations (v1); coexists with it.
License
unknown
Instructions
102 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

More from KaliBond/CAMSCAN

Signals

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Last commit (this folder)
May 31, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/KaliBond/CAMSCAN
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

camnations5 skill. Agent Mart. https://agentmart.dev/skills/kalibond-camnations5 (last updated 2026-10-24)