← Back to Skills Marketplace
92
Downloads
1
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install skill-evaluator-srl
Description
对 Skill 进行质量评估打分的 Skill,输出评分报告与改进建议。评估 skill、skill 评分、SRL 评估、skill 质量、检查 skill、skill review、skill score
Usage Guidance
This skill is coherent: it contains an AI-guided review workflow plus a local Python script to compute SRL scores, and it does not request credentials or perform network installs. Two things to consider before installing/using: (1) Metadata mismatch — registry owner (kn77...) differs from _meta.json owner (wulixiaobai); this is not necessarily malicious but is unexplained and worth verifying with the publisher. (2) Self-evaluation and scope — the tool can be asked to evaluate itself or scan an entire 'skills' directory; self-assessments may inflate scores due to circular reasoning (the SKILL.md explicitly notes this), and evaluating many skills will grant the tool read access to repository files. Recommended precautions: run the tool on a copy of the repository or limit the evaluation target to specific skill directories, manually review any generated evidence citations (line references) before trusting an automated SRL score, and verify the author/source if you require provenance guarantees.
Capability Analysis
Type: OpenClaw Skill
Name: skill-evaluator-srl
Version: 1.0.0
The skill bundle 'skill-evaluator-srl' is a meta-tool designed to evaluate the reliability and quality of other OpenClaw skills using the Skill Reliability Level (SRL) framework. It employs a transparent workflow where an AI agent performs qualitative scoring based on the target skill's content, which is then processed by a local Python script (scripts/srl_analyzer.py) to calculate a final weighted score and generate reports. The code uses only standard Python libraries, contains no network calls or unauthorized file access, and the instructions in SKILL.md are strictly focused on the evaluation process without any signs of malicious prompt injection or intent to subvert the agent.
Capability Assessment
Purpose & Capability
Name/description claim to evaluate skills using the SRL framework; SKILL.md, references, README and a Python analyzer script are present and implement that purpose. The presence of scripts/srl_analyzer.py (weights + report generation) and multiple reference docs is appropriate for a skill-evaluator.
Instruction Scope
SKILL.md instructs the AI to read the target Skill's SKILL.md, scripts/, README, references/ and _meta.json — which is correct for a reviewer. It also documents and intentionally treats the self-evaluation case (evaluating skill-evaluator-srl itself) as a downgraded scenario. Be aware: the skill will read project files under a 'skills' directory when asked to 'evaluate all skills', so running it will give the tool access to repository files in scope; this is expected but worth noting.
Install Mechanism
No install spec; the skill is instruction-heavy and includes a Python script that uses only the standard library. No downloads, package installs, or external installers are used in the bundle.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. Its runtime instructions ask to read local files in the target skill directory only; no credentials or unrelated env access are requested.
Persistence & Privilege
Flags are default (always:false, agent invocation allowed). The skill does not request permanent presence nor modifies other skills or system-wide settings. It outputs reports but does not persist credentials or alter agent config.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-evaluator-srl - After installation, invoke the skill by name or use
/skill-evaluator-srl - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: skill-evaluator-srl 1.0.0 — 结构化 Skill 质量评估工具,基于 SRL 框架输出评分报告与改进建议。
- 支持基于 SRL (Skill Reliability Level) 五维度评价 Skill,包括工程锚点密度、幻觉暴露面、失败语义清晰度、溯源性、可重现性推断
- 阶段化流程:自动识别评估目标、读取 key 文件、分阶段评审、输出结构化评分 JSON 与报告
- 引入降级与拒绝评估机制,保障评估置信度明确
- 证据追溯:所有评分均需锚定文件行号、脚本片段以便复核
- 集成时效性、鲁棒性、级联稳定性三大评分修正因子,反映 Skill 长期可用性
- 自动输出改进建议,辅助提升 skill 质量
Metadata
Frequently Asked Questions
What is skill-evaluator-srl?
对 Skill 进行质量评估打分的 Skill,输出评分报告与改进建议。评估 skill、skill 评分、SRL 评估、skill 质量、检查 skill、skill review、skill score. It is an AI Agent Skill for Claude Code / OpenClaw, with 92 downloads so far.
How do I install skill-evaluator-srl?
Run "/install skill-evaluator-srl" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is skill-evaluator-srl free?
Yes, skill-evaluator-srl is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does skill-evaluator-srl support?
skill-evaluator-srl is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created skill-evaluator-srl?
It is built and maintained by vuact (@vuact); the current version is v1.0.0.
More Skills