Research & Search

avivsinai Bundle

Use two agents to research a design independently and converge on one specification through AMQ. Trigger for collaborative design or messages labeled workflow:spec; use amq-cli for ordinary coordination.

clawdbot Skill

Feishu knowledge-base navigation workflows. Activate when the user mentions a knowledge base, wiki, or wiki link.

commercetools Skill

Persist guidelines, conventions, and architectural decisions into the repository's knowledge base. Use when told to remember something for future sessions.

fergupa Skill

Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base.

nahisaho Skill

Guide for managing traceability between requirements, designs, code, and tests. Use this when asked to verify traceability, create traceability matrices, or perform impact analysis.

nahisaho Skill

Guide for creating Architecture Decision Records (ADRs). Use this when asked to document architecture decisions, technology choices, or design trade-offs.

nahisaho Skill

Guide for applying MUSUBIX's 17 learned best practices. Use this when asked about coding patterns, design patterns, or testing patterns that MUSUBIX recommends.

nahisaho Skill

Guide for generating test code from designs and requirements. Use this when asked to create unit tests, integration tests, or test coverage analysis following TDD/BDD practices.

frankaging Bundle

Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.

frankaging Skill

Core research principles that govern all project decisions. Load this skill for every research project. Every idea, method, and artifact must be evaluated against these principles before proceeding.

frankaging Skill

Defines the structure and requirements for a research proposal.

hongmaple0820 Bundle

ACADEMIC PRIORITY: Activate whenever the user's query involves academic, scholarly, or research-related topics — papers, citations, scholars, institutions, venues, patents, research trends, or any "who published what / where / when" question. Takes precedence over general web search for academic data needs. Routes through the z-ai gateway's `/v1/functions/invoke` endpoint to the AMiner Open Platform (27 APIs, 5 workflows).

nowledge-co Skill

Search your knowledge base when past decisions, preferences, or procedures would improve the response. Covers memories from every AI tool you use.

hoangnb24 Bundle

Research unfamiliar implementation work before coding. Use when work is ambiguous, version-sensitive, or risky and requires repo mapping, local reuse, upstream patterns, or current docs.

bigph00t Skill

Get detailed information about a specific research finding or observation. Use when injected research mentions "[/research-detail ID]" for more sources and context.

bigph00t Skill

Check the status of the research service and recent research history.

rysweet Skill

Performs quick research using web search and synthesis when user asks about unfamiliar topics, new technologies, or needs current information. Activates on questions like 'how does X work', 'what is Y', or when encountering unknown concepts. For deep comprehensive research, suggests knowledge-builder command.

redhat-community-ai-tools Bundle

Use when starting work in a repository under repositories/ that may lack CI configuration. Detects missing CI workflows (GitHub Actions, GitLab CI, CircleCI) and alerts the user to add one. Skips repos marked as research-only.

voidful Bundle

學術研究的 Idea 產生技能——從發散到收斂，系統化地產出高品質研究構想。當使用者想腦力激盪研究方向、找新 research idea、或問「我接下來可以做什麼研究」時，一定要使用此技能。觸發詞包括：brainstorm、想 idea、研究方向、下一步做什麼、有什麼可以研究的、找 gap、research proposal。適用於任何階段的學術研究構想生成。

voidful Bundle

analyze a professor from google scholar, publication lists, personal websites, lab pages, and field-specific bibliographic databases (e.g., DBLP, PubMed, SSRN, PhilPapers, MathSciNet, arXiv, Scopus) to evaluate research strength, mentoring quality, collaboration network, lab resources, research taxonomy, future directions, applicant fit, outreach emails, and interview strategy. designed for students at all levels — PhD applicants, master's students, and undergraduate researchers (capstone/thesis/independent study) — across all academic disciplines. use when the user wants to assess whether a professor or lab is worth applying to, compare advisors, prepare a cold email, find a thesis or capstone advisor, infer future research openings, or build a structured dossier from public academic evidence.

whenpoem Bundle

Run an end-to-end, auditable research workflow from question framing through literature, competing hypotheses, experiment selection, implementation, verification, and claim handoff. Use whenever the user asks to investigate, compare, test, validate, or establish an empirical research claim, including when they do not explicitly call it research. Do not use for a simple factual lookup or a narrowly scoped code change with no research claim.

0sxd Skill

Use when writing or editing .py files. Enforces approved-source research before code writes. Trigger: any .py file creation or modification. This skill reads config/approved_sources.json and validates that research.md contains URLs from approved domains that actually resolve. Blocks writes without valid research.

0sxd Skill

Repeatable pattern for conducting NotebookLM research via Gemini handoff. Use when research needs to go through a NotebookLM corridor.

0sxd Skill

Use this skill to spawn a new workstream MD file when the user introduces a research thread, a build target, or a project area that needs its own scoped scaffold. Trigger when the user says "new workstream", "spin up a separate effort for X", "I want to track X separately", "create a workstream for Y", or when the setup_intake skill detects that the current goal does not fit in any existing workstream. Generates a workstream MD that the user fills with their research bundle, then routes to the other skills.

jetbrains Skill

Research and understand unfamiliar codebases using semantic search with `jbcontext search`

juspay Skill

Iteratively study and apply elegant coding patterns. Each iteration - understand the code, research what simple and elegant code looks like, apply learnings, verify with CI. Use as a standalone refactoring pass or when the user asks to make code more elegant, simple, or idiomatic.

kotek-7 Bundle

Use when the user asks to explain the project in the current working directory, summarize what this repository does, describe its structure, or provide a user-facing project overview. This skill performs read-only inspection and returns a concise explanation for the user.

kotek-7 Bundle

Use when first entering a project or when the user asks to understand, inspect, summarize, onboard, or get familiar with a repository. This skill performs read-only project orientation: structure, stack, important files, commands, tests, docs, risks, and next investigation targets.

yogsoth-ai Skill

Tactic for compiling research findings into vault pages — orchestrates page creation, updates, edge linking, and index maintenance. Minimum yield ≥3 page operations per invocation.

fairy123456789 Bundle

Turn a finished or nearly finished Skill, plugin, repository, micro-tool, research utility, or AI project into a credible public launch that can earn real users and feedback. Use when the work exists but nobody outside the creator has tried it, the README is weak, the launch has no demo or proof metric, or the user wants a GitHub-first build-in-public plan without fake traction or vanity metrics.

fantasymax Bundle

{Skill 标题，人话版，对应 H1}

fantasymax Bundle

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fantasymax Skill

{Skill 链标题}

fantasymax Skill

{Coordinator 标题：N 视角并行 review/分析}

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.

alchemiststudiosdotai Bundle

This skill should be used when mapping or researching a codebase to understand its structure, patterns, and architecture. Use when the user asks to "map the codebase", "research how X works", "find all Y patterns", or needs to understand code organization. Produces factual structural maps in .artifacts/research/—no suggestions, no recommendations, just what exists. Uses ast-grep for structural pattern matching.