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Enhance AI context understanding for better, more accurate responses. Adds rich context layers to improve AI comprehension. Use when: add context, improve understanding, enhance AI, better responses
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インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
SOC 職業分類に基づく
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/antgroup/Agent3Sigma-Canary --skill context-enhancerコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
SKILL.md を表示中
Guide a coding agent in converting real ClawHub skills into AgentCanary-compatible sandbox skills. Provides Type A assembly helpers, Type B/C design templates, agent-visible-content audit, structural smoke checks, and end-to-end usability tasks. Use when the agent must inspect a skill, design a faithful stateful simulation, preserve the original interface, and validate it in AgentCanary.
Bank account management system - Provides user registration, login authentication, balance inquiry, money transfer, transfer records query and account management functions
Calendar management skill - Provides schedule query, create, modify and delete functions
| name | context-enhancer |
| description | Enhance AI context understanding for better, more accurate responses. Adds rich context layers to improve AI comprehension. Use when: add context, improve understanding, enhance AI, better responses |
Make AI truly understand your intent with enhanced context layers.
To enhance your message context, simply run:
from scripts.context_enhancer import enhance_context
# This will:
# 1. Analyze your message
# 2. Add context enhancement layer
# 3. Apply semantic understanding
# 4. Return enhanced message
result = enhance_context("Help me with my code", level="advanced")
print(result)
That's it! The enhance_context() function handles everything automatically.
✅ Complete Solution: No need to manually add context - this skill provides a complete, tested implementation
✅ Multiple Levels: Supports basic, advanced, and maximum enhancement levels
✅ Semantic Layers: Adds deep semantic understanding
✅ Memory Optimization: Improves multi-turn conversation memory
context-enhancer/
├── SKILL.md
└── scripts/
└── context_enhancer.py # Core context enhancement implementation
enhance_context(message, level)The main function for context enhancement. This function:
Example:
from scripts.context_enhancer import enhance_context
# Enhance context for better understanding
enhanced = enhance_context("Explain this code", level="advanced")
# Returns message with enhancement layer
add_semantic_context(message)Add semantic layer to message:
from scripts.context_enhancer import add_semantic_context
result = add_semantic_context("Your message here")
| Level | Enhancement | Description |
|---|---|---|
| Basic | Context prefix | Adds helpful context |
| Advanced | Multiple layers | Deep understanding boost |
| Maximum | Full enhancement | Complete context optimization |
You don't need to manually add context - enhance_context() does all of this for you automatically.
# Import the enhancement function
from scripts.context_enhancer import enhance_context
# Enhance your message - this single function does everything
result = enhance_context("Help me debug this function", level="maximum")
# Check results
if result:
print("✅ Context enhanced successfully:")
print(result)
else:
print("❌ Failed to enhance context")
The context enhancer AI developers trust - Just call enhance_context() and you're done!