Research & Search

knockoutez Skill

Local-first multi-step research with question decomposition, parallel search, structured briefs, cross-references, and gap analysis. Use when the user needs comprehensive analysis, comparison reports, literature reviews, or says "research", "compare X vs Y", "deep dive", "thorough analysis", "find everything about". Returns a structured `brief` with `topics`, `highlights`, `key_findings`, `sections.overview.cross_references`, `sections.comparison`, `sections.gaps`.

kogakure Skill

Searches all Claude Code sessions of the current day and produces a short German bullet list summary of all tasks completed, grouped by project or repository. Invoke whenever the user says "was habe ich heute gemacht", "Tagesrückblick", "daily summary", "heute erledigt", "summarize today's work", "show today's sessions", "what did I do today", "kurze Zusammenfassung heute", or asks for any daily recap of work done across sessions.

kogakure Skill

Summarize the current week from the Obsidian Zettelkasten daily notes. Reads all daily notes for the current calendar week (Monday through today) from the 06 Daily/ folder and produces a structured German-language summary of the most important things done: completed tasks, sport, learning, social events, media consumed, and highlights. Use whenever the user asks for a weekly review, weekly summary, "was habe ich diese Woche gemacht", "Wochenrückblick", "weekly recap", or wants to see what happened this week.

optima-cityu Bundle

Reflective Evolution (ReEvo) method skill. USE WHEN the user explicitly requests ReEvo / Reflective Evolution, or wants evolution with reflection mechanisms that summarize failure lessons and inject them into the next generation.

swarmclawai Skill

Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI. Use when asked to summarize a link, article, video, or file, or to transcribe a YouTube video.

spillwavesolutions Skill

After tick-hour, read .source.jsonl, apply the host-switch filter, write summary and saliency. Edition A (host CLI) or B (API key). Does not touch the snapshot.

thirdwatch-dev Skill

Use when you need to scrape e-commerce product data — titles, brands, prices, MRP/list price, discounts, ratings, variants/sizes, availability, images, and product URLs — from online storefronts and marketplaces. Covers Amazon, Flipkart, AliExpress, Myntra, Nykaa, Meesho, Snapdeal, Noon, AJIO, FirstCry, Tata Cliq, and any Shopify store. For price monitoring / MAP enforcement, catalog building, competitor price tracking, and dropshipping product research. Triggers on "scrape products", "price monitoring", "product catalog", "competitor prices", "MAP", "track prices", "build a product database", "compare prices across stores".

notfolder Skill

要件定義書または変更要件定義書の出力後に、外部連携システムの詳細調査を行い、要件との整合性を確認するスキル。 「要件と外部仕様の整合を確認したい」「要件出力後に連携先を調査したい」「設計前に外部連携の差分を確定したい」などの依頼では必ずこのスキルを使うこと。 isdd-requirements / isdd-change-req の後段として実行し、整合確認結果を設計に引き継ぐ。

hankunpeng Bundle

Downloads YouTube subtitles and summarizes the video content using Gemini models while filtering out sponsor promotions. Use when the user asks to summarize, analyze, or get details from a YouTube URL.

huangjia2019 Skill

When you need to analyze and summarize collected tech articles

hughyau Bundle

Draft a CV/graphics conference paper section by section using outline-first writing — list the thinking down to sentence granularity in the user's own language first, then produce English prose. Ships LaTeX skeleton templates with real published examples (PVNet, Deep Snake, Neural Body, ManhattanSDF, DreamBooth) for abstract, introduction, technical-challenge framing, method, experiments, related work, conclusion and title, plus a fully worked four-granularity outline and the 11-step order the sections get written in. Use whenever the user is writing or planning any part of a paper, asks how to introduce a technical challenge or motivate a module, wants help with the paper's story, or asks which section to write next — and reach for it before writing any English paragraph, since drafting prose before the outline is the single most common cause of unfixable structure. Boundaries: deadline tracking and the submission schedule belong to research-project; if the text already exists and the complaint is that it re

hughyau Bundle

Find, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims in real retrieved sources, avoiding fabricated citations, handling retractions, and calibrating confidence to evidence strength.

hughyau Bundle

Design experiments that decide something, and diagnose failing ones by driving from surface symptom to root technical cause before changing anything. Treats improving a method as SGD on the idea, where the root-cause analysis IS the gradient — so it outputs a ranked candidate-cause table with a falsifying experiment for each, never a list of things to try, and ships a fully worked example diagnosis to show the granularity. Also covers minimum-viable exploratory design (binary feasibility criterion, one-day version), what comparison/ablation/demo experiments a paper needs, and which harder data to push to. Use whenever the user reports bad results, a method that doesn't work, metrics dropping after a change, asks what to run next, or asks which ablations a paper needs — and use it BEFORE proposing hyperparameter tweaks, because an unverified guess about the cause is a random gradient that burns a whole cycle. 中文触发：实验不work、效果不好、掉点了、做什么实验、实验设计、消融、ablation、baseline、调不出来、为什么不收敛、要不要试试调参、做什么demo。

hughyau Skill

Entry point and router for pengsida's research methodology (CV/graphics, CCF 优博). Carries the lifecycle map, the five decision rules that override defaults when they conflict, the anti-pattern table, and routing to the six methodology skills and the five bundled execution skills. Load this first when the request spans stages, when it is unclear where in the lifecycle the user is, or when the user asks you to implement or pursue an idea with no evidence it cleared the novelty gate — those are exactly the requests that look narrow from outside and cost months when mis-scoped. When the request unambiguously names one stage — a failing experiment, a paragraph that reads badly, a rebuttal to write — go straight to that skill instead; routing through here would add a hop without adding a decision. 中文触发：科研流程、研究方法论、怎么做科研、做一篇论文、科研卡住了、不知道该干什么、这个项目该怎么推进。

human-agent-society Bundle

Research the problem domain before coding. Web search for techniques, save raw sources, write structured findings, update the index.

human-agent-society Bundle

Organize the shared notes directory when it becomes hard to navigate. Restructure within research/ and experiments/, deduplicate, update index.md.

kelegele Skill

统一的市场与用户研究入口：市场面收集市场趋势、行业报告并识别机会（TAM-SAM-SOM）；用户面进行用户访谈、调研与画像创建。当用户需要市场研究、行业分析、趋势识别、市场规模分析，或需要了解用户需求、创建用户画像、进行用户访谈，或说"X 市场发生了什么"、"用户想要什么"、"用户研究"时使用。即使没有明确说"市场研究"或"用户研究"，当用户正在研究某个市场或行业，或试图理解用户行为、需求与痛点时也应激活。 Also triggers on: market research, what is happening in the X market, market sizing, what do users want, user research.

lancetw Bundle

Invoke for ANY personal Bible devotion or scripture meditation request. This is a daily quiet time (QT) guide — use it whenever the user wants spiritual reflection on a Bible passage, NOT academic analysis. Common signals: asking for today's reading, wanting guided devotion, seeking stillness with scripture, mentioning a personal reading plan, or using terms like 靈修、靈糧、默想、嗎哪、 QT、quiet time、devotional. Even short or casual requests like just saying "QT" or "今天讀什麼" should trigger this skill. Delivers a first-century Jewish perspective devotional for mainstream Christians. Depends on bible-buddy skill. EXCLUDE: theological scholarship, academic exegesis, verse-by-verse analysis, sermon/teaching prep, translation comparison, comparative religion essays, or original-language research tasks — those belong to bible-buddy or bible-fact-check.

liwanlei Skill

按模块归纳需求知识点。从测试用例逆向提取功能点、业务规则、边界条件、异常场景。

loonghao Skill

Fetch GitHub Pull Request diffs, metadata, and CI status using the gh CLI. Summarise changes, check review status, and post structured review comments.

yaron9 Skill

AI深度研究助手。对任何主题进行迭代式深度研究，结合搜索引擎、网页抓取和大语言模型生成详细研究报告。触发词：深度研究、调研、research。

zhanlincui Bundle

Use when a career request may require choosing, sequencing, or resuming one or more Career OS skills across profile, project, story, resume, target research, interview preparation, practice, live support, or debrief.

zhanlincui Bundle

Use when turning an internship, job, project, product, research effort, competition, community initiative, repository, document set, or case into an evidence-backed project dossier for career use.

zhanlincui Bundle

Use when analyzing a specific job description, company, team, product, interview opportunity, or role fit before tailoring career materials or preparing for interviews.

engsimsoft Skill

Глубокий поиск информации в интернете. Загрузи этот skill для сложного исследования или когда нужно проверить много источников.

engsimsoft Skill

Чтение и анализ публичных Telegram-каналов. Загружай перед работой с readTelegramChannel: анализ канала, сравнение каналов, поиск по контенту, обзор последних постов.

mustafayilmazart Skill

Feature geliştirme için Plan-Research-Plan framework'ü. Codebase analizi, pattern araştırma, güven skoru, blueprint oluşturma ve uygulama döngüsü. /generate-prp ve /execute-prp komutlarıyla çalışır.

mustafayilmazart Skill

Context Engineering ve PRP (Plan-Research-Plan) sistemi. Feature geliştirme öncesi kapsamlı bağlam hazırlığı yapar. INITIAL.md ile feature spec, PRP ile implementation blueprint, examples ile pattern referansı sağlar. Büyük özelliklerde ve yeni projelerde kullan.

m1nga Bundle

Ming's automatic thinking-partner mode for ambiguous framing, open exploration, trade-off analysis, or decisions where misreading the need would materially change direction. Trigger semantically when the primary deliverable is better understanding, option-building, or judgment, even if Ming does not name the skill. Do not use it as a global wrapper for fact research, execution/building, artifact review or diagnosis, summarization, extraction, translation, monitoring, or status work with a clear target. For mixed requests, apply it only to the unresolved decision fork, then continue with the relevant research, execution, or review workflow in the same task. Never ask Ming to decide whether this skill should be invoked.

makerjackie Bundle

Use when collecting or analyzing Xiaohongshu / 小红书 notes from a creator profile, board, or note links, especially when the user wants Chrome login-state collection, stable /explore/{noteId} URLs, Get笔记 import, web_content extraction, transcript cleanup, or a synthesized knowledge base from many notes.

mattmireles Skill

Plan external research for Gemma, Hugging Face, PEFT, PyTorch MPS, multimodal processors, or training behavior when current authoritative knowledge is required.

luisurrutia Bundle

Summarize recent development activity

lukehle Skill

Decompose a question or validate an existing breakdown into branches that are mutually exclusive and collectively exhaustive - issue trees with evidence-coded leaves, kill-test prioritization, and a testability check per branch. Use before dispatching quorum miners, when reviewing a spec or plan for completeness, or whenever coverage matters more than speed. Trigger on "break this down", "is this complete", "MECE", "issue tree", "what are we missing", "decompose the question", "structure the problem". Do NOT use for creative brainstorming, narrative writing, or early exploratory research - premature structure kills those.

lukehle Skill

Verified research - delegating the mining to a research capability, then running verification and judging over its output rather than duplicating the search. Covers source verification, the citation-resolves check, distinguishing consensus from repetition, and reporting confidence honestly. Trigger on "research", "what's the landscape", "find out about", "is this claim true", "verify these sources", "literature review", "market scan", "check this research".

qinghonglin Skill

Deep extraction of all verifiable claims from a research paper. Actively proposes implicit claims, splits compound statements, and flags cross-reference inconsistencies.

qinghonglin Skill

Web-search validation of citation and novelty claims from check_claim.json. Checks whether cited facts are accurate and novelty claims ("first", "pioneering") hold against published literature.