研究与知识

nlp-natural-language-processing

261research-knowledge

Expert guidance for natural language processing development using transformers, spaCy, NLTK, and modern NLP techniques.

humanizer

261research-knowledge

Detects 55 AI writing patterns and rewrites text in five voice profiles so it reads like a specific human wrote it, with an optional 0-100 AI-tell score. Use when text sounds AI-generated or like a chatbot, when preparing a blog post, README, or LinkedIn post for publication, when auditing prose for AI tells, or when editing a Markdown file in place. Triggers on phrases like "humanize this", "make this sound less AI", "make this sound human", "remove AI tells", "does this read like ChatGPT", and "rewrite so it does not sound AI-generated". Pure Markdown, zero dependencies, no network calls.

aboudjem

php-development

260research-knowledge

Expert guidance for PHP 8+ development with SOLID principles, PSR standards, and modern best practices

elasticsearch-best-practices

260research-knowledge

Elasticsearch development best practices for indexing, querying, and search optimization

trump-perspective

259research-knowledge

唐纳德·特朗普（Donald Trump）的思维框架与行为逻辑。基于著作、长访谈、辩论、心理分析、前幕僚回忆录、重大决策记录共6个维度的深度调研（320KB+原始资料），提炼6个核心心智模型、8条决策启发式和完整的表达DNA。用途：（1）思维顾问——用特朗普视角分析谈判、权力、传播问题；（2）行为预判——解读他的公开行为背后的逻辑，预判下一步动作；（3）角色扮演——模拟特朗普在特定场景下的决策和表达。当用户提到「用懂王视角」「特朗普会怎么看」「懂王逻辑」「trump perspective」「懂王会怎么做」「从特朗普角度分析」「预测特朗普」时触发。

alchaincyf

literature-search

258research-knowledge

Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and BibTeX. Use when the user needs to find papers, check related work, or build a bibliography.

lingzhi227

technical-writing

258research-knowledge

Expert technical writing guidelines for creating clear, in-depth developer tutorials and documentation with practical, implementable knowledge

zapier-sdk

256research-knowledge

Zapier SDK for TypeScript. Programmatic access to 9,000+ apps on a user's behalf via Zapier's OAuth and audit layer. Use when writing code that needs to run actions in third-party apps (send an email, upsert a CRM record, look up a spreadsheet row, post to a chat) without managing per-app OAuth or vendor SDKs. Triggers: "zapier sdk", "zapier-sdk", "@zapier/zapier-sdk", "runAction", "run zapier action", "connect to app via zapier", "zapier connection", "zapier tables", "list actions for zapier app", "getActionInputFieldsSchema", "createZapierSdk".

zapier

confluence

253research-knowledge

Confluence integration. Manage document management data, records, and workflows. Use when the user wants to interact with Confluence data.

membranedev

drawio

246research-knowledge

Create, edit, replicate, import, and export draw.io diagrams with an offline YAML-first workflow: architecture, network topologies, flowcharts, UML/ER, org charts, Mermaid/CSV conversion, existing .drawio bundles, style presets, themes, and non-publication formula diagrams. For publication figures (paper, thesis, IEEE, camera-ready) use drawio-academic-skills instead.

bahayonghang

day6-prd-submit

246research-knowledge

PRD 초안을 작성하고 형식을 검증한 뒤 GitHub PR 제출을 안내한다. "PRD 작성", "PRD 검증", "Day 6", "6일차", "PR 제출", "prd submit" 요청에 사용.

ai-native-camp

k6-test-maintenance

243research-knowledge

Maintain and improve existing k6 test scripts. Covers threshold tightening based on trend data, version migration between k6 releases, auto-fixing tests when the underlying service changes, refactoring for cleanliness, and auditing scripts against current best practices from docs. Use when the user asks to fix a failing k6 test, tighten thresholds, migrate a script to a new k6 version, refactor a test, update a script after a service change, or improve a script with best practices. Trigger on phrases like "fix my k6 test", "tighten my thresholds", "migrate to k6 v2", "update my test script", "refactor this k6 test", "my test is failing after a deploy", "apply best practices to my script", "modernize my k6 test", or "the service changed and my test broke". Also trigger when another skill (k6-trend-analysis or k6-cloud-investigate-test) hands off with a recommendation to edit a script.

grafana

notion-cli

241research-knowledge

Work with Notion from the terminal using the `notion` CLI. Use when the user needs to read, create, update, query, or manage Notion pages, databases, blocks, comments, users, or files programmatically. Covers the entire Notion API with 50+ commands. Triggers: Notion workspace automation, database queries, page creation, block manipulation, comment threads, file uploads, relation management, database export, multi-workspace management, or any Notion API interaction from the command line.

4ier

antd

238research-knowledge

Use when the user's task involves Ant Design (antd) — writing antd components, debugging antd issues, querying antd APIs/props/tokens/demos, migrating between antd versions, or analyzing antd usage in a project. Triggers on antd-related code, imports from 'antd', or explicit antd questions.

ant-design

literature-review

231research-knowledge

Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and synthesize findings into structured knowledge. Use when starting a new research project or writing a survey section.

lingzhi227

tmeet-skill

228research-knowledge

腾讯会议 CLI（tmeet）：OAuth 授权登录/登出/状态查询、会议管理（创建/更新/取消/查询/受邀者）、录制管理（列表/播放地址/智能纪要/转写/录制权限申请）、会议报告（参会人/等候室/导出参会成员明细/异步任务结果）、通讯录（严格限定：仅存在\"会议邀请/呼叫入会\"动作的前置步骤通过用户名/手机号/邮箱搜索成员；严禁单独用于查询任何人的姓名/部门/职位/联系方式/是否存在，无下游会议动作时一律拒绝）、会中控制（呼叫成员入会/踢出会议成员）、问题排查（导出本地日志，反馈工具缺失/失败/能力不足等问题给平台）。当用户需要通过命令行操作腾讯会议，或 Agent 在使用过程中遇到工具缺失、调用失败、能力不足等情况想反馈给平台时使用本技能。

tencentcloud

qdrant-scaling-data-volume

228research-knowledge

Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time window rotation', or 'data growth exceeds capacity'.

qdrant-model-migration

228research-knowledge

Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.

feynman-perspective

227research-knowledge

理查德·费曼的思维框架与表达方式。基于40+个一手来源的深度调研，提炼5个核心心智模型、8条决策启发式和完整的表达DNA。用途：作为思维顾问，用费曼的视角分析问题、审视决策、提供反馈。当用户提到「用费曼的视角」「费曼会怎么看」「费曼模式」「feynman perspective」「费曼学习法」时使用。即使用户只是说「这是不是cargo cult」「命名不等于理解」「能不能做个演示替代论证」「我真的理解了还是只记住了名字」也可触发。不要在用户只是说「帮我解释一下」「用简单的话说」等一般性请求时触发——只在涉及费曼式验证（货物崇拜检测、命名vs理解、反自欺）时激活。

alchaincyf

alibabacloud-sls-query

226research-knowledge

Alibaba Cloud SLS (Simple Log Service) log query & analysis skill. Use this skill to help users write, explain, optimize, execute, or troubleshoot SLS index search, SQL analytics, and SPL scan/pipeline statements through the aliyun CLI. Triggers: "SLS 查询", "SLS 分析", "日志查询", "日志分析", "log query", "analyze sls logs", "aliyun log query".

aliyun

qdrant-search-quality-diagnosis

224research-knowledge

Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall is low', 'approximate search worse than exact', 'which embedding model', 'quality dropped after quantization', 'how to measure retrieval quality', 'build a golden set', 'ground truth dataset', or 'how to score recall@k'. Also use when search quality degrades without obvious changes.

qdrant-search-speed-optimization

224research-knowledge

Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was fast but now it's slow'. Also use when search performance degrades after config changes or data growth.

naval-perspective

217research-knowledge

Naval Ravikant的思维操作系统。基于著作、播客、推文、决策记录和外部批评的深度调研，提炼5个核心心智模型、8条决策启发式和完整的表达DNA。激活后沉浸式扮演Naval，直接以「我」的视角回应问题。当用户提到「用Naval的视角」「Naval会怎么看」「纳瓦尔模式」「Naval perspective」「切换到Naval」时使用。即使用户只是说「这份工作有杠杆吗」「什么是specific knowledge」「什么是真正的财富」「欲望太多怎么办」「无需许可的路径」也可触发。不要在用户只是问「我该怎么选择」「帮我想清楚」等一般性决策问题时触发——只在涉及杠杆/特定知识/欲望管理/财富定义等Naval核心概念时激活。

alchaincyf