evaluation-framework SKILL.md skillA
evaluation-framework from athola/claude-night-market is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add athola/claude-night-market/evaluation-framework@git:20261028.7246d08Pins git:20261028.7246d08 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- athola/claude-night-market
- Path
plugins/leyline/skills/evaluation-framework/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261028.7246d08, committed Oct 28, 2026
- First version recorded
- May 6, 2026
- Size
- 5,436 bytes
- Repository stars
- 348
- License
- MIT
Provides weighted scoring, rubrics, and decision-threshold patterns. Use when designing quality gates, evaluation systems, or decision frameworks.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Evaluation Framework
## Overview
A generic framework for weighted scoring and threshold-based decision making. Provides reusable patterns for evaluating any artifact against configurable criteria with consistent scoring methodology.
This framework abstracts the common pattern of: define criteria → assign weights → score against criteria → apply thresholds → make decisions.
## When To Use
- Implementing quality gates or evaluation rubrics
- Building scoring systems for artifacts, proposals, or submissions
- Need consistent evaluation methodology across different domains
- Want threshold-based automated decision making
- Creating assessment tools with weighted criteria
## When NOT To Use
- Simple pass/fail without scoring needs
## Core Pattern
### 1. Define Criteria
```yaml
criteria:
- name: criterion_name
weight: 0.30 # 30% of total score
description: What this measures
scoring_guide:
90-100: Exceptional
70-89: Strong
50-69: Acceptable
30-49: Weak
0-29: Poor
```
**Verification:** Run the command with `--help` flag to verify availability.
### 2. Score Each Criterion
```python
scores = {
…Read the whole file at its exact version.
How to install
mdr add athola/claude-night-market/evaluation-framework@sha256:f237452a08daa718The line at the top of this page pins the label git:20261028.7246d08, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3eow3sl6er3x6nla)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between May 6, 2026 and Oct 28, 2026, about one every 29 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.7246d08 latest | 2026-10-28 | 7246d08 | 5,436 B | A | view · diff |
| git:20261021.ba0363b | 2026-10-21 | ba0363b | 5,453 B | A | view · diff |
| git:20260902.4a35d69 | 2026-09-02 | 4a35d69 | 5,014 B | A | view · diff |
| git:20260521.6f5c7d9 | 2026-05-21 | 6f5c7d9 | 5,705 B | A | view · diff |
| git:20260508.c09f147 | 2026-05-08 | c09f147 | 5,654 B | A | view · diff |
| v1.9.5 | 2026-05-07 | 29eb49d | 5,669 B | A | view · diff |
| v1.9.4 | 2026-05-06 | 55fecfb | 5,669 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5436 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
athola/claude-night-market · 348 stars · license MIT · pushed 2026-11-05 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_3eow3sl6er3x6nla GET https://markdownregistry.com/api/v1/resolve?ref=athola/claude-night-market/evaluation-framework GET https://markdownregistry.com/api/v1/blob/f237452a08daa71864ed5b5cfe5563e90585e66ea1e2e989e69fedc671749a58
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