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stolz-benchmark

Admit or reject paired STOLZ efficiency evidence.

Skill by Sergey360

IndexedMIT★ 4
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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/sergey360-stolz-benchmark

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

Admit or reject paired STOLZ efficiency evidence. Use to compare baseline and optimized runs.

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 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/stolz-benchmark

What's inside

Skill name
stolz-benchmark
Description
Admit or reject paired STOLZ efficiency evidence. Use to compare baseline and optimized runs.
License
MIT
Instructions
14 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • outcome-gates.md · references/

SKILL.md (first lines)

# Benchmark Evidence

Use for a paired efficiency claim, not general tests or an unmeasured estimate.
Both routes must pass verification and match the required outcome on the same
versioned fixture. Fewer tokens never compensate for lower quality.

Load [outcome-gate rules](references/outcome-gates.md) when evaluating a record
or adding a collector. The reference includes available local checks.

Done: return an admission decision with raw evidence locations and the measured
scope, or withhold the claim with a concrete rejection reason. Synthetic units
and source bytes are not provider token telemetry.

From Sergey360/stolz-ai, MIT.

More from Sergey360/stolz-ai

Signals

Stars
4
Forks
0
Open issues
0
Last commit (this folder)
Sep 15, 2026 (1 month ago)
Last release
Oct 13, 2026 (15 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/Sergey360/stolz-ai
Website
github.com/Sergey360/stolz-ai
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from Sergey360

Cite this page

stolz-benchmark skill. Agent Mart. https://agentmart.dev/skills/sergey360-stolz-benchmark (last updated 2026-10-24)