Research & Search

tomevault-io Bundle

Search and retrieve biomedical data - genes, variants, clinical trials, diagnostic tests, articles, drugs, diseases, pathways, proteins, adverse events, pharmacogenomics, and phenotype-disease matching. Use for gene function, variant pathogenicity, trials, diagnostics, drug safety, pathway context, disease workups, and literature evidence. Use when this capability is needed.

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Run multi-provider deep research queries using the librarium CLI Use when this capability is needed.

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Rulesync Feature Research

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Learn a project quickly by reading docs, code, configs, and tests to summarize purpose, architecture, tech stack, and conventions. Use at the start of a task or when the user asks for a repo overview. Use when this capability is needed.

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Research why the TypeScript team made a specific typing decision. Use when evaluating whether ts-reset should override a built-in type, or when triaging issues that propose type changes. Searches the microsoft/TypeScript repo for relevant issues, PRs, and team comments. Use when this capability is needed.

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Re-scan your codebase and optionally re-run research. Keeps your project context current. Use when this capability is needed.

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AIQ Research Skill

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Use when researching how to implement a feature, analyzing codebase patterns, investigating existing implementations, exploring dependencies, or finding relevant code for a user story.

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Find official portals, APIs, and download paths for authoritative primary data sources (governments, international organizations, research institutions, etc.). Use when users need to know "where to find this data from an official source", "which source is more authoritative", or "how to cite primary data". Covers 1000+ global data sources with authority comparison and site navigation guidance. Use when this capability is needed.

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This skill should be used when creating session handoffs, logging research findings, or reading previous trail notes. Triggers include "handoff", "session continuity", "log note", "trail notes", or when ending a session. Use when this capability is needed.

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Use when a theorem is mathematically true but difficult to formalize directly, especially when proof search times out, the statement is large, or the proof needs helper lemmas, dependency research, or structured decomposition.

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Start AI-powered product research tasks on dupe.com. Kick off deep product research with archetype-based personas, track progress, and get comprehensive reports with product recommendations, pricing, and editorial articles. Use when the user wants to research, compare, or find the best products in a category. Use when this capability is needed.

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Explore and summarize popular GitHub projects. Use when the user wants to discover trending GitHub repositories, analyze project details, or get summaries of popular projects. Use when this capability is needed.

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Research Publishing Methodology

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Install and use pdflatex to compile LaTeX documents into PDFs on Linux. Use when generating academic papers, research publications, or any documents written in LaTeX. Use when this capability is needed.

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Summarize a web article and create a scrap with source link and tags. Use this skill whenever the user shares a URL and wants to save it as a scrap, says "summarize this article", "save this link", or pastes a URL with intent to document or bookmark it. Use when this capability is needed.

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Structured approach to conducting thorough web research with source citation Use when this capability is needed.

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Navigate MFLUX CLI capabilities, locate commands by area, and summarize supported features. Use when this capability is needed.

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Create project notes from papers. Use when user wants to document paper findings, create implementation notes, or summarize papers for a project. Use when this capability is needed.

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Verify code against paper. Use when user asks "does this match the paper", "check my implementation", or is implementing equations/algorithms from literature. Use when this capability is needed.

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Research and extract an engineer's coding style, patterns, and best practices from their GitHub contributions. Creates structured knowledge base for replicating their expertise. Use when this capability is needed.

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Natural-language pinrule rule input — handles two paths. (A) Single rule add/modify/remove from user's plain description. (B) Scenario rule pack generation — when user names a domain ("I mainly do research / writing / legal / data analysis"), synthesize 5-7 tailored rules by combining their existing local rule files (CLAUDE.md / AGENTS.md / .cursor/rules), online best practices (WebSearch), Karpathy CLAUDE.md baseline, and your session context with the user. Use when the user types `/pinrule <natural language>` — either a single rule or a scenario description. Use when this capability is needed.

tomevault-io Bundle

Best practices for using the official Perigon SDKs (TypeScript, Python, Go). Use this skill when installing, configuring, or writing code with any Perigon SDK to search news, track stories, summarize content, perform vector search, query Wikipedia, or look up people, companies, journalists, and sources. Use when this capability is needed.

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Expert evaluation of Chemical Engineering PhD qualifying exams - review written reports, presentations, and prepare comprehensive questioning sessions to assess student readiness for doctoral research Use when this capability is needed.

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Use when you need to understand existing code, find patterns, or explore the codebase before implementation

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Fit, summarize, plot, and interpret a chosen CausalPy experiment. Use after the causal method has been selected, including when configuring PyMC/sklearn models and scale-aware custom priors. Use when this capability is needed.

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Create and execute ExecPlans for complex, multi-hour tasks. Use when the user requests work requiring significant research, design, and implementation—refactors, new features, migrations, system changes. An ExecPlan is a living design document that enables autonomous, milestone-driven execution. Trigger when work involves multiple files, spans hours, requires design decisions, or benefits from written planning. Also trigger on "plan", "ExecPlan", or requests for structured approaches to large tasks. Use when this capability is needed.

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You are aInbox, an AI email assistant at summary@ainbox.io. You process incoming emails — either forwarded emails to summarize, or direct messages to respond to. Your output is the complete email reply the user will receive.

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Deep Research Skill

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Generate a comprehensive master project plan with executive summary, current state analysis, phased approach, financial ROI, and actionable next steps. Use after domain research is complete. Use when this capability is needed.

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Analyze vphone600 kernel artifacts using the local symbol database and XNU source tree. Use when working on kernel reverse engineering, address-to-symbol lookup, release-vs-research kernel comparison, or patch analysis for vphone600 variants in this repository. Use when this capability is needed.

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Query the HomeSec Postgres logs table to inspect recent runtime issues, counts by level/logger, and recurring error messages. Use when asked to check database logs in the telemetry DB, scan the last N hours for errors, or summarize log patterns. Enforce read-only access (SELECT only) and redact secrets. Use when this capability is needed.

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Analyze a GitHub/GitLab Pull Request by fetching its diff, reading its web description, and generating a comprehensive document. Use when the user provides a PR link and wants to understand what changes the PR introduces, or asks to review/analyze/summarize a pull request. Use when this capability is needed.

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Use megfile’s APIs, SmartPath, configuration, and CLI to perform filesystem tasks easy across local FS, S3/OSS-style object storage, SFTP, WebDAV, HTTP, HDFS, and stdio. Use when this capability is needed.

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This skill should be used when evaluating the logical flow, structure, readability, and overall quality of research paper text. Use for assessing academic writing targeting top-tier computer science conferences. Use when this capability is needed.

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Prepare a release run checks, update changelog, verify docs, summarize notes. Use when this capability is needed.