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Nm Leyline Evaluation Framework

by athola · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
86
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0
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1
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1
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Install in OpenClaw
/install nm-leyline-evaluation-framework
Description
Patterns for building evaluation and scoring systems, quality gates, rubrics, and decision frameworks. Use for any scored assessment
Usage Guidance
This skill is documentation-only: it provides templates and code examples for building scoring/threshold systems and does not require credentials or install anything. Before using it in an automated agent: (1) review and adapt the example commands/tests—the SKILL.md includes generic 'run --help' and 'pytest -v' checks but no bundled binaries or tests; (2) if you intend to automate decisions based on these thresholds, validate them with historical data and add veto/safety checks to avoid unwanted automated actions; (3) the agent may call this skill autonomously (normal default), so ensure decision rules and escalation paths are explicit and safe for your environment.
Capability Analysis
Type: OpenClaw Skill Name: nm-leyline-evaluation-framework Version: 1.0.0 The bundle provides a comprehensive framework for evaluation, scoring, and decision-making, including documentation and examples for weighted criteria and thresholds. While SKILL.md contains repetitive 'Verification' instructions suggesting the agent run commands like 'pytest' or check '--help' flags, these appear to be artifacts of the porting process from the 'claude-night-market/leyline' project rather than malicious prompt injections. There is no evidence of data exfiltration, unauthorized execution, or persistence mechanisms in any of the files.
Capability Assessment
Purpose & Capability
Name, description, and included modules (scoring-patterns, decision-thresholds) match: the skill is an authoring/reference framework for scoring and thresholds and does not request unrelated capabilities or credentials.
Instruction Scope
SKILL.md contains only patterns, examples, and pseudocode; it does not instruct the agent to read files, call external endpoints, or access secrets. Minor inconsistency: many examples include verification steps like 'Run the command with --help' or 'Run pytest -v', but no concrete command, tests, or dependencies are provided in the package—this appears to be template text for consumers rather than active instructions to access system resources.
Install Mechanism
No install spec or code files are present (instruction-only). Nothing is downloaded or written to disk by the skill itself.
Credentials
The skill declares no required environment variables, credentials, or config paths. The content contains no references to hidden tokens or unrelated service credentials.
Persistence & Privilege
Skill is not always-on and is user-invocable. It does not request elevated persistence or modify other skills or system settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install nm-leyline-evaluation-framework
  3. After installation, invoke the skill by name or use /nm-leyline-evaluation-framework
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the evaluation-framework skill. - Provides reusable patterns for building evaluation and scoring systems, including quality gates, rubrics, and decision frameworks. - Supports defining weighted criteria, consistent scoring methodologies, and configurable decision thresholds. - Includes example workflows and integration guidance for applying the framework across various assessment use cases.
Metadata
Slug nm-leyline-evaluation-framework
Version 1.0.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is Nm Leyline Evaluation Framework?

Patterns for building evaluation and scoring systems, quality gates, rubrics, and decision frameworks. Use for any scored assessment. It is an AI Agent Skill for Claude Code / OpenClaw, with 86 downloads so far.

How do I install Nm Leyline Evaluation Framework?

Run "/install nm-leyline-evaluation-framework" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Nm Leyline Evaluation Framework free?

Yes, Nm Leyline Evaluation Framework is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Nm Leyline Evaluation Framework support?

Nm Leyline Evaluation Framework is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Nm Leyline Evaluation Framework?

It is built and maintained by athola (@athola); the current version is v1.0.0.

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