Axiomata Skill Evaluator En — Axiomata 技能 Evaluator En

Axiomata 技能 Evaluator v3.0

Universal, impersonal 技能 质量 evaluator for OpenClaw 代理s.

信息 Value Version 3.0.0 Type Self-contAIned evaluation 系统 Evaluation Dual (Axioma 5-Dim + ISO 25010) Tar获取 70+ (Axioma), 90%+ (ISO 25010)

• Purpose and Scope

Objective

Provide complete 技能 质量 evaluation using dual evaluation 系统:

Axioma 5-Dimension 框架 (100 points) ISO 25010 Structural 框架 (13 automated 检查s) De签名 Principles SELF-CONTAINED + UNIVERSAL + IMPERSONAL

Principle Description Self-contAIned All 工具s bundled in 技能 directory Universal Works for any OpenClaw 代理 Impersonal No 代理-specific references When to Use Trigger Action Evaluate 技能 运行 dual evaluation Pre-publish 检查 运行 full evaluation 流水线 Improve 技能 Analyze 报告 and fix issues 技能 审计 运行 complete 审计 检查 质量 运行 automated 检查s

• Dual Evaluation 系统

╔═══════════════════════════════════════════════════════════╗ ║ DUAL EVALUATION ARCHITECTURE ║ ╠═══════════════════════════════════════════════════════════╣ ║ ║ ║ ┌─────────────────────────────────────────────────┐ ║ ║ │ 1. Axioma 5-Dim Evaluation (100 pts) │ ║ ║ │ │ ║ ║ │ Dimensions: │ ║ ║ │ ├─ Structure → 20% │ ║ ║ │ ├─ Clarity → 20% │ ║ ║ │ ├─ Completeness → 20% │ ║ ║ │ ├─ Consistency → 20% │ ║ ║ │ └─ Functionality → 20% │ ║ ║ │ │ ║ ║ │ Tar获取: 70+ score │ ║ ║ └─────────────────────────────────────────────────┘ ║ ║ ↓ ║ ║ ┌─────────────────────────────────────────────────┐ ║ ║ │ 2. ISO 25010 Structural (13 检查s) │ ║ ║ │ │ ║ ║ │ Categories: 8 categories, 25 standards │ ║ ║ │ Automated 检查s: 13 tests │ ║ ║ │ │ ║ ║ │ Tar获取: 90%+ (12/13 检查s passing) │ ║ ║ └─────────────────────────────────────────────────┘ ║ ║ ║ ╚═══════════════════════════════════════════════════════════╝

Evaluation Flow [输入] 技能 to evaluate ↓ Phase 1: Axioma 5-Dim Evaluation ↓ Phase 2: ISO 25010 Structural 检查s ↓ [输出] 质量 报告 + recommendations

• Bundled 工具s

File 系统 Purpose evaluator.py Axioma 5-Dim 5-dimension evaluation, bundled eval-技能.py ISO 25010 Automated structural 检查s, bundled 工具 Paths EVAL_PATH="<技能-directory>/scripts/" 技能_PATH="<技能-to-evaluate>"

# Axioma 5-Dim evaluation python3 ${EVAL_PATH}evaluator.py <技能_PATH> --verbose

# ISO 25010 检查s python3 ${EVAL_PATH}eval-技能.py <技能_PATH> --verbose

• Axioma 5-Dimension Evaluation

4.1 Dimension Breakdown Dimension Max Tar获取 What it 检查s Structure 20 14+ Header, sections, 格式化ting, metadata Clarity 20 14+ Description, commands, examples, constrAInts Completeness 20 14+ 工具s, prerequisites, errors, edge cases Consistency 20 14+ Naming, 格式化, structure, style Functionality 20 14+ Valid commands, documented 输出s 4.2 Score Thresholds Score 状态 Action 90-100 EXCELLENT Ready for production 70-89 GOOD Minor improvements possible 50-69 NEEDS_WORK Major improvements needed <50 POOR 签名ificant rewrite required

• ISO 25010 Structural 检查s

5.1 Automated 检查s (13 total) Category 检查s What it verifies Structure 6 Frontmatter, header, sections, 格式化ting Trigger 2 Description length, trigger 上下文s Documentation 3 Body length, references, linked docs Scripts 2 Python 解析, no external deps 5.2 Pass Threshold 结果 Meaning 13/13 Perfect structural score 11-12/13 Acceptable, minor 警告s <11/13 Needs structural improvement

• Command Reference

6.1 Axioma 5-Dim Evaluation # Basic evaluation python3 <技能-directory>/scripts/evaluator.py <技能-path>

# Verbose 输出 python3 <技能-directory>/scripts/evaluator.py <技能-path> --verbose

# With auto-improvement suggestions python3 <技能-directory>/scripts/evaluator.py <技能-path> --verbose --improve

# JSON 输出 python3 <技能-directory>/scripts/evaluator.py <技能-path> --json

6.2 ISO 25010 检查s # Basic ISO 检查 python3 <技能-directory>/scripts/eval-技能.py <技能-path>

# Verbose 输出 python3 <技能-directory>/scripts/eval-技能.py <技能-path> --verbose

# JSON 输出 python3 <技能-directory>/scripts/eval-技能.py <技能-path> --json

6.3 Evaluate All 技能s # Evaluate all 技能s in parent directory python3 <技能-directory>/scripts/evaluator.py --all

# Verbose all python3 <技能-dir