Research & Search
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
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tomevault-io Bundle Experiment Log Summarizersummarize machine learning experiment logs in chinese when the input includes training logs, eval results, hyperparameter changes, user notes, or multiple runs and the user needs a grounded experiment summary, error analysis, best configuration recap, or a weekly update ready abstract. Use when this capability is needed.
- tomevault-io Bundle Networkx
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships. Use when this capability is needed.
- tomevault-io Bundle Create Briefing
Create shareable briefing documents from sessions, research, or learnings. Use when this capability is needed.
- tomevault-io Bundle Doodledood Codex Workflow Web Research
**User request**: $ARGUMENTS
- tomevault-io Bundle Learning Goal
Guide the learner through a structured goal-setting exercise grounded in research on Mental Contrasting with Implementation Intentions (MCII). The exercise helps developers set concrete learning goals, visualize meaningful outcomes, anticipate realistic obstacles, and build if-then plans to overcome them. Use when this capability is needed.
- tomevault-io Bundle Research To Practice
Use when applying academic research to practical workflows, optimizing existing processes based on papers, or extracting actionable insights from research
- tomevault-io Bundle Kata Research Phase
Research how to implement a phase standalone, investigating implementation approaches before planning, or re-researching after planning is complete. Triggers include "research phase", "investigate phase", "how to implement", "research implementation", and "phase research". Use when this capability is needed.
- tomevault-io Bundle Agentworkers Skills Research Summarizer
研究摘要工具
- tomevault-io Bundle Alphalab Ustc Researchclaw Researchclaw
Research Taste Profile
- tomevault-io Bundle Research Paper
Enterprise-grade autonomous research paper generation skill for AI coding agents — full papers, literature reviews, theses, whitepapers, surveys, policy briefs — with rigorous methodology, statistical validation, multi-style citations (Harvard / APA / IEEE / MLA / Chicago / Nature / arXiv-numeric), and rich visualizations. Activates on slash commands (`/research`, `/paper`, `/literature-review`, `/whitepaper`, `/thesis`, `/survey`, `/policy`) and on natural-language academic-writing requests. Runtime-neutral — works with Claude Code, OpenCode, Cursor, Cline, Codex, Aider, Amp, Antigravity, and 50+ agents via the `npx skills` installer. Use when this capability is needed.
- tomevault-io Bundle Quick Brown Foxxx Myai AI Edge Research
AI Edge Research
- tomevault-io Bundle Manuscript Writing
Structure academic research papers using IMRaD format. Use when writing research manuscripts, organizing paper sections, drafting abstracts, or constructing titles. Works well with human-writing and scientific-style skills. Use when this capability is needed.
- tomevault-io Bundle Knowledge Status
Show what's indexed in the neo-research knowledge store — sources, chunk counts, file sizes. Use when the user asks what docs are available, what's been indexed, or wants a status check before searching. Use when this capability is needed.
- tomevault-io Bundle Adr Write
Write ADR document from discovered candidates with GitHub context research Use when this capability is needed.
- tomevault-io Bundle Numerai Example Scripts Numerai Research
Numerai Research
- tomevault-io Bundle Earnings Analyst Master
Comprehensive earnings call analyst skill that orchestrates all Octagon earnings analysis skills. Use when analyzing earnings calls, extracting management insights, tracking guidance, and creating earnings-focused research reports. Use when this capability is needed.
- tomevault-io Bundle Designing Experiments
Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply. Use when this capability is needed.
- tomevault-io Bundle Bididi Badidi Deep Research Git Workflow
Git Commit Messages (Conventional Commits)
- tomevault-io Bundle Bityoungjae Marketplace Research Storage
Research Storage Skill
- tomevault-io Bundle Bradautomates Head Of Content X Research
X/Twitter Research
- tomevault-io Bundle Inquiry Collector
Collects and consolidates research outputs from Phase 1 inquiry agents Use when this capability is needed.
- tomevault-io Bundle Summarize Conversation Thread
Summarize GitHub issue/PR threads into key decisions, action items, and next steps Use when this capability is needed.
- tomevault-io Bundle Daymade Claude Code Skills Deep Research
Deep Research
- tomevault-io Bundle Hoodcat2255 Hoodcat Harness Deepresearch
Deep Research
- tomevault-io Bundle Sandy Skill Builder
Create custom skills for Sandy - reusable workflows, templates, and procedures. Use when you want to create a new skill for ADHD management, productivity, research, coding, or any repetitive task. Skills are stored in soul/data/skills/custom/ and can be activated on demand. Use when this capability is needed.
- tomevault-io Bundle Knowledge Base
How to extend the project knowledge base. Where knowledge lives, what goes where, and how to add new information. Use when documenting learnings, creating skills, or improving existing docs. Use when this capability is needed.
- tomevault-io Bundle Linkedin Post
Write a LinkedIn post based on research findings or a given topic. Use this skill when asked to create LinkedIn content, professional posts, or thought leadership pieces. Use when this capability is needed.
- tomevault-io Bundle Task Use Research Context Strategy
Use for domain rules and business-flow research with source evidence; not for low-level code tracing Use when this capability is needed.
- tomevault-io Bundle Petekp Claude Code Setup Deep Research
Deep Research
- tomevault-io Bundle Encode Repo Serena
Systematically populate the Forgetful knowledge base using Serena's LSP-powered Use when this capability is needed.
- tomevault-io Bundle Research Plan Implement
Use when working with a structured workflow for AI-assisted development using research, planning, and systematic implementation phases. Users refer to this skill as RPI, rpi or Research Plan Implement.
- tomevault-io Bundle Copilot Delegate
Delegate GitHub operations and research tasks to Copilot CLI to preserve Claude Code session limits. Automatically activates when detecting GitHub keywords (issue, PR, repo, commit) or research needs (compare, research, lookup, best practices). Offloads heavy operations to Copilot subprocess and returns compressed results only. Use when this capability is needed.
- tomevault-io Bundle Ctxarchitect
Systematic architecture analysis following Understand → Research → Specify → Decompose → Plan workflow. Use for system design, solution evaluation, build vs buy decisions, and task decomposition. Activate when users say "design", "architect", "break down", "best approach", or "should I build". Use when this capability is needed.
- tomevault-io Bundle Signalcompose Claude Tools Kiro Research
Kiro Research Skill
- tomevault-io Bundle Insight Synthesis
Transform raw research into actionable insights that inform design decisions. Use during Define phase after completing research. Use when this capability is needed.
- tomevault-io Bundle Summarize Transcripts
Generate AI summaries for downloaded YouTube transcripts. Use when you want to add summaries to existing transcript files, batch process transcripts for summarization, summarize a channel's videos, generate frontmatter summaries, or when the user mentions summarize, AI summaries, OpenRouter, or transcript metadata. Use when this capability is needed.
Frequently asked questions
What are Research & Search agent skills?
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Which Research & Search skills are most installed?
Popular Research & Search skills on SkillMD right now include experiment-log-summarizer, networkx, create-briefing. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Research & Search skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.