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compare-evaluation-protocols

Build a protocol-difference matrix and estimate which differences can materially change measured performance.

Skill by yogsoth-ai

IndexedApache-2.0★ 505
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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.

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About

Build a protocol-difference matrix and estimate which differences can materially change measured performance.

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/compare-evaluation-protocols

What's inside

Skill name
compare-evaluation-protocols
Description
Build a protocol-difference matrix and estimate which differences can materially change measured performance.
License
Apache-2.0
Instructions
43 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# compare-evaluation-protocols

## Purpose

Build a protocol-difference matrix and estimate which differences can materially change measured performance.

## Input contract

```yaml
required: [protocol_records, metric_schema, comparison_target]
optional: [paired_results, sensitivity_assumptions]
constraints: [differences require explicit protocol fields and a comparable outcome]
```

## Procedure

1. Extract protocol elements into a normalized comparison schema.
2. Align datasets, populations, metrics, baselines, and evaluation conditions.
3. Mark differences and assess their plausible performance effect.
4. Separate observed effects from unresolved protocol confounding.

## Output contract

```yaml
produces: [protocol_difference_matrix, materiality_assessment, confounding_notes, comparability_judgment]
delta_fields: [findings, evidence_updates, uncertainties, open_questions]
```

## Quality gates

- The compared metric and target are held constant or explicitly qualified.
- Missing protocol fields remain visible.

## Failure and counterexamples

Do not attribute score differences to method quality when protocol differences are unmeasured.

## Provenance map

- `resolved: knowledge-acquisition-evaluation-protocol-comparison`

From yogsoth-ai/de-anthropocentric-research-engine, Apache-2.0.

More from yogsoth-ai/de-anthropocentric-research-engine

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Stars
505
Forks
43
Open issues
1
Last commit (this folder)
Sep 23, 2026 (1 month ago)
Last release
Oct 23, 2026 (7 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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compare-evaluation-protocols skill. Agent Mart. https://agentmart.dev/skills/yogsoth-ai-compare-evaluation-protocols (last updated 2026-10-24)