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feat: enhance memory system with tiktoken and improved prompt guidelines

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Add accurate token counting using tiktoken library and significantly enhance
memory update prompts with detailed section guidelines, multilingual support,
and improved fact extraction. Update deep-research skill to be more proactive
for research queries.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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hetao
2026-02-04 20:44:26 +08:00
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commit db0461142e
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skills/public/deep-research/SKILL.md
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---
name: deep-research
description: Use this skill BEFORE any content generation task (PPT, design, articles, images, videos, reports). Provides a systematic methodology for conducting thorough, multi-angle web research to gather comprehensive information.
description: Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Provides systematic multi-angle research methodology instead of single superficial searches. Use this proactively when the user's question needs online information.
---
# Deep Research Skill
@@ -11,11 +11,19 @@ This skill provides a systematic methodology for conducting thorough web researc
## When to Use This Skill
**Always load this skill first when the task involves creating:**
- Presentations (PPT/slides)
- Frontend designs or UI mockups
- Articles, reports, or documentation
- Videos or multimedia content
**Always load this skill when:**
### Research Questions
- User asks "what is X", "explain X", "research X", "investigate X"
- User wants to understand a concept, technology, or topic in depth
- The question requires current, comprehensive information from multiple sources
- A single web search would be insufficient to answer properly
### Content Generation (Pre-research)
- Creating presentations (PPT/slides)
- Creating frontend designs or UI mockups
- Writing articles, reports, or documentation
- Producing videos or multimedia content
- Any content that requires real-world information, examples, or current data
## Core Principle