Research & Search

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Academic Figure Generation

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Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix. Use when this capability is needed.

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Transform research ideas into actionable experiments with hypotheses, iteration rewards, and completion criteria. Use when brainstorming experiments, designing research plans, converting vague ideas into structured plans, or needing fast feedback signals for implementation. Triggers on phrases like "brainstorm experiments", "design an experiment", "what should I test", "turn this idea into an experiment", or "help me plan research". Use when this capability is needed.

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Westlaw Deep Research

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Guided pattern and bug creation with interactive prompts and automatic quality validation. Use this skill when you need to create patterns, document solutions, add KB entries, document bug fixes, save solutions, or create knowledge base entries. Helps users create high-quality KB entries with proper structure, scoring, and categorization. Provides improvement suggestions for entries below quality thresholds. Use when this capability is needed.

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Event Sourcing knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Event Sourcing architecture audits. Use when this capability is needed.

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Outbox Pattern knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for transactional outbox, polling publisher, and reliable messaging audits. Use when this capability is needed.

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Use when developing or debugging open-accounting - covers multi-tenant architecture, testing strategy (especially E2E for demo interface), and layer responsibilities. Activate for feature work, bug fixes, test writing, or demo mode issues.

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PACT Prepare Research

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Use when the user asks to find supervisors, match professors, search for supervisors, or identify professors for a PhD or other research degree. Based on the shared application profile and user preferences, identify potential supervisors, evaluate research fit, and recommend priorities.

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Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees. Use when this capability is needed.

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This document encodes the project context, recurring patterns, and conventions needed to ship code, triage issues, and respond to users effectively. It is the entry point to the broader knowledge base in `references/`. Use when this capability is needed.

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Check whether a project, tool, library, or product idea has already been built before the user invests time in it. Find existing solutions, extract standard patterns, benchmark the user's angle against prior art, and deliver a clear verdict (build / fork / contribute / use existing / investigate why it failed). Use this skill whenever the user describes something they're thinking of building, making, shipping, launching, or coding — especially phrases like "I want to build…", "I'm thinking of making…", "should I build X…", "is there already a…", "my idea is…", or when the user is scoping a new side project, startup, library, or tool. Trigger even if the user doesn't explicitly ask for prior art research — if they're about to build something, they should check first. Use when this capability is needed.

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In Codex interactive mode, call delegate_autopilot automatically for multi-step or cross-cutting requests (including research-only), otherwise work normally. Use when this capability is needed.

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Skill Creator

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Researches authoritative U.S. government sources, national plans, and policy initiatives to build the national importance argument for an EB-2 NIW petition. Compiles a quotable source document matched to the petitioner's background. Use when this capability is needed.

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Deep Research Skill

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Creation specialist that builds and modifies Cursor customization artifacts (SKILL.md, .mdc rules) based on detailed specifications from the orchestrator. Applies creation skills autonomously — executes creation tasks only, does not research or review. Internal worker delegated to by tsh-cursor-orchestrator — not for direct user invocation. Use when this capability is needed.

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Content Research Writer

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Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback Use when this capability is needed.

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Use Unpaywall API to find free full-text versions of paywalled papers Use when this capability is needed.

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Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts. Use when this capability is needed.

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Search academic paper repositories (arXiv, Semantic Scholar) for scholarly articles in physics, mathematics, computer science, quantitative biology, AI/ML, and related fields Use when this capability is needed.

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This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research". Use when this capability is needed.

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Align Python version and repo-declared dependencies (requirements.txt / environment.yml) before installing packages for NLP research code reproduction. Use when this capability is needed.

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Fetch and summarize GitHub PR feedback for bootstrap-qcow2 (issue comments, review comments, and reviews) using Bootstrap::GitHubUtils, to manually check for new review notes after someone completes a PR review. Use when this capability is needed.

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Expert in procedural compliance for expropriation forms including form-specific checklists (statutory authority, legal descriptions, service requirements, compensation breakdowns, signature requirements) and common defects database. Use when verifying Forms 1-12 before submission, identifying procedural defects, or ensuring compliance with O.Reg. 363/90. Key terms include procedural compliance, statutory authority citation, service requirements, dual signing officers, common defects Use when this capability is needed.

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Use Perplexity Sonar API for real-time, citation-backed answers. Ideal for up-to-date information and quick synthesis. Requires PERPLEXITY_API_KEY Use when this capability is needed.

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Synthesize findings from multiple research sources into coherent insights. Use when combining data from different sub-agents or research threads. Use when this capability is needed.

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Summarizes the content of a GitHub issue, pull request (PR), or notification, providing a concise overview of the main points and key details. ALWAYS use the skill when asked to summarize an issue, PR, or notification. Use when this capability is needed.

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Generates AI-authored code reading guides from a project or module. Invoke when user asks to read code, summarize architecture, and write a guide document.

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Draft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan. Use when this capability is needed.

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Construct precise, internally consistent counterfactual scenarios where Use when this capability is needed.

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Search for academic literature, empirical evidence, and scholarly research using the Dimensions database. Use when seeking research papers to support product decisions, find empirical studies, conduct literature reviews, explore funding patterns, validate hypotheses with academic sources, or discover research trends. Supports publications, grants, patents, clinical trials, and researcher profiles. Triggers on requests for "academic evidence", "empirical research", "find studies", "literature search", or "research to support decisions". Use when this capability is needed.

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Guidelines for documenting research findings and investigation results. Use when writing content about discoveries, analysis, and recommendations from code analysis, API testing, or other research. Use when this capability is needed.

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Create GitHub Issue knowledge entries. TRIGGERS - share knowledge, document solution, create how-to, add to knowledge base. Use when this capability is needed.