@yezhaowang888-stack

huimai-session-logs enables searching and analyzing conversation history across session jsonl files using jq and ripgrep, supporting keyword search, cost tracking, and message filtering by role.

sharpagent-skill-contract is a schema-driven scaffolding tool for generating and validating SharpAgent-compliant skills. it defines a machine-readable contract format covering reads, writes, preconditions, trust levels, and calibration modes, then provides three workflows: scaffold, validate, and package.

sharpagent-memory-system implements a 6-layer memory hierarchy with dream processing for agent consolidation, archiving, and forgetting. includes tfidf semantic search and chinese tokenization but lacks concrete implementation detail for integration.

huimai-self-improving logs errors, corrections, and insights to markdown files for continuous learning. learnings can be reviewed before tasks and promoted to project memory when broadly applicable.

huimai-doc-process handles document format conversion (docx/pdf/txt/md/html), ppt generation across four templates (business/academic/conference/minimal), and document summarization with contract analysis. actual procedural steps missing.

career-development-assistant covers vocational guidance across job intro, certification prep, policy explanation, and employment support. operates in knowledge-base and api-extended modes. targets vocational students and early-career workers.

homework grading skill for chinese schools that uses ocr to scan student work, maps errors to curriculum standards, and generates knowledge mastery reports by role. references external data models but lacks actionable workflow steps.

huimai-translate offers offline multi-language translation (chinese, english, japanese, korean) across paragraph, sentence, and document modes with claimed format preservation and terminology consistency, but lacks executable procedure definition.

huimai-japan-korea-policy queries japan meti and korean tariff authority regulations covering k-reach, k-ics, j-moss certifications. intended for traders navigating dual compliance systems before clearance.

policy-india queries indian tariffs and trade regulations by product name or hs code. lacks procedural rigor, missing decision logic, failure modes, and concrete step-by-step instructions. disclaimer notes data is public reference only.

policy-japan-korea queries japan and korea tariffs, regulations, and investment policy via hs codes or product names. lacks procedural rigor, decision logic, and concrete failure handling. suitable for reference only.

policy-brazil claims to query brazilian tariffs and trade regulations via product name or hs code, but omits concrete procedural steps, decision logic, and failure handling. the skill.md reads as marketing copy rather than executable specification.

huimai-china-policy-query wraps tariff and regulatory lookups for chinese market entry, but lacks actionable procedure steps, decision logic, and explicit output contracts. the skill reads as a marketing sheet rather than an executable specification.

policy-africa queries african tariff policy and trade regulations by product name or hs code. lacks procedural detail, decision logic, and failure handling. primarily marketing copy with minimal actionable instruction.

huimai-brazil-policy targets brazil trade compliance queries covering tariffs, anvisa medical device certification, and inpi intellectual property tracking. lacks actionable procedure detail and concrete input/output contracts.

huimai-southeast-asia-policy provides lookup access to six southeast asian countries' tax codes, certifications, and market entry rules via natural language queries. lacks actionable procedures and decision logic.

huimai-github-auto monitors github repositories for pr status, ci failures, and issue tracking, filtering notifications to surface actionable items. requires token setup and acknowledges some operational limits.

huimai-india-policy covers indian bis certification, dgft trade policy, and gst tax rates via conversational lookup. lacks actionable procedure definitions and decision logic despite framing around rapid policy change.

huimai-discord-automation provides discord server management via auto-replies, role assignment, channel cleanup, and keyword filtering. lacks actionable procedures and concrete decision trees.

huimai-academic-research describes research methodology frameworks and data analysis guidance without defining how to invoke it, trigger conditions, or actionable decision points. positioning is consulting-service marketing rather than executable skill definition.

huimai-europe-anz-policy advertises multi-language policy lookup for northern europe and anz regions, but lacks concrete workflow definition, trigger examples, procedural steps, and error handling.

africa provides policy lookup and market analysis for african nations using deepseek v4, with configurable data sources and multilingual support. actual workflow steps, error handling, and concrete usage patterns are absent.

huimai-usa-policy claims to query us market policies and regulations via a three-layer agent architecture, but lacks concrete intents, actionable procedures, and specified failure handling.

github-auto claims to automate repository, pr, and issue management without api keys, but provides no actual procedures, trigger phrases, or implementation details beyond installation instructions.

基于DeepSeek v4技术，支持PDF、Word、Excel等格式文档的智能解析、信息提取、内容分析和格式转换，准确率达99%。

提供美国市场政策、法规及投资环境的智能查询和分析，支持多语言和数据源灵活配置。

长文档、合同、文章扔进来，自动抽骨架。20+种摘要模板，合同拆条款、论文抓结论、报告列数据。

中国中小学教师教学能力动态评估系统。基于学生学业数据（来自 homework-grading-assessment skill）生成同年级班级间学业对比图及教师教学能力评估图。触发场景：(1)生成同年级不同班级学业情况动态对比图 (2)生成单科教师教学能力评估与同科教师横向对比 (3)按角色分级管理教师数据查看权...

中国高考升学规划助手。提供新高考选科指导、志愿填报建议、院校专业查询、录取分数线参考、高考政策解读。适用于高中生、家长和教师进行升学规划。支持家用（纯知识库）和商用（API扩展）双模式。触发器：用户提出高考/选科/志愿/录取/分数线相关问题时使用。

学术研究全流程助手。提供论文写作指导、文献检索方法、学术工具推荐、期刊投稿指南、学术会议信息、科研项目管理等。适用于大学生、研究生和科研人员的学术工作辅助。支持家用（知识库）和商用（API扩展）双模式。触发器：用户提出论文/文献/期刊/投稿/学术/科研相关问题时使用。

基于惠迈校准框架的高考升学规划专家，三级校准+裂变定价+温情模式

上传长文档/文章/PDF/合同，自动生成结构化摘要、关键条款提取、执行清单。支持20+种摘要格式。安装即用，无需API Key。

Web search and content extraction using Tavily Search/Extract/Research APIs (Bearer auth). Use when you need web results (general/news/finance), date/topic/d...

查美国对XX产品的最新关税政策/税率变化/豁免条款。无需API Key，安装即用。

基于惠迈智能体架构，智能查询并分析北欧及澳新加地区市场政策、法规与投资环境，支持多语言与多数据源配置。无需API Key，安装即用。

基于惠迈智能体架构，提供东南亚主要国家的实时市场政策查询、法规分析及投资环境评估服务。无需API Key，安装即用。

提供基于惠迈智能体架构的中国市场政策、法规、投资环境的智能查询和分析。支持中文、英文等多种语言。无需API Key，安装即用。

论文结构模板、引用规范、写作技巧——从开题到终稿全程陪伴。

SharpAgent Engineering Lifecycle — 6-phase engineering pipeline: Spec → Plan → Build → Verify → Review → Ship. Embedding five-factor review, calibration fram...

SharpAgent Intelligence Monitor — Multi-track parallel intelligence aggregation system. Auto-collects from RSS/arXiv/GitHub/36kr, 3D dynamic scoring, five-fa...

SharpAgent Self-Evolving Loop — An automated 'Think→Do→Learn' cycle. Fuses the Self-Improving Agent's reflection mechanism with the autoresearch experimental...

SharpAgent Content Safety Engine — Pluggable multi-jurisdiction content policy enforcer. Blocks, flags, or passes content based on loaded rule sets. Supports...