Research & Search

majiayu000 Bundle

Use when building a personal productivity or operating system for a CEO, founder, or executive - when user mentions annual reviews, personal OS, life planning, goal setting systems, executive coaching frameworks, Bill Campbell / Trillion Dollar Coach, startup failure patterns, Good to Great / Level 5 Leadership, Buy Back Your Time, E-Myth / work ON not IN your business, or Customer Development / Steve Blank / get out of the building

majiayu000 Bundle

Patterns for thesis writing, dissertations, research papers, literature reviews, and scholarly work.

majiayu000 Bundle

Updates job schema and adapters with any new hook events the platform supports. Use after research to extend DeepWork's hook system.

majiayu000 Bundle

Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.

majiayu000 Bundle

Comprehensive Firebase development guidance covering project setup, feature development, debugging, and validation. Auto-detects intent and routes to specialized sub-skills. Patterns extracted from production projects.

majiayu000 Bundle

[52] EXECUTE. Three-stage refactoring workflow: (1) iterative research of refactor/modularization options, (2) plan + risk/edge-case analysis + Scope150 validation, then implement with tests after user confirmation, and (3) apply Scout105 cleanup protocol. Use when asked to refactor, modularize, or restructure code safely.

majiayu000 Bundle

Rigorous statistical analysis guidance for interpreting and reporting research findings in cardiology content.

majiayu000 Bundle

Create new skills when existing ones don't cover the task. Analyze unique requirements, build framework (Frame → Research → Plan → Execute), integrate risks, and declare new skill. Use when facing novel problems that existing skills can't address.

majiayu000 Bundle

[22] UNDERSTAND. Deep research from all sources — internal (code, git, logs) AND external (web, docs, best practices). Use when choosing libraries, investigating solutions, understanding legal/technical questions, comparing approaches, or anytime you need comprehensive knowledge from both project context and world knowledge. Triggers on "research", "investigate", "find best approach", "what do others do", "compare options", or complex questions requiring multiple sources.

majiayu000 Bundle

Use when user references architecture principles, at start of fresh conversation with design work, before creating any requirements/design/implementation documents, or when reviewing for compliance - grounds problem framing and solution making in all 9 principle categories using citation-manager to extract full context

majiayu000 Bundle

[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes. Use when the task requires investigation, root-cause analysis, or mapping unknown areas. Always maintain a research log file that captures findings, hypotheses, and next branches; use web.run when external verification is needed.

majiayu000 Bundle

Central dispatcher for the canvas/state render fleet. Routes intent to a specialist (`/mycelium:diamond-render`, `/mycelium:ost-render`, `/mycelium:cycle-render`) OR lists what's renderable. Cross-cutting views spanning multiple canvases (opp→sol→cycle traceability, confidence-over-time, cluster-graduation-flow) are research-gated and NOT emitted by default. See `${CLAUDE_PLUGIN_ROOT}/engine/render-conventions.md` for shared conventions.

majiayu000 Bundle

Quick capture for thoughts, observations, or ideas during research sessions. Use when the user types /note or wants to capture a quick thought without context-switching. Logs timestamped notes to activity.md. Supports both explicit /note command and natural language like "make a note" or "jot down".

majiayu000 Bundle

This skill should be used when polishing academic research paper text for grammar, clarity, fluency, and natural phrasing. Specifically designed for non-native English speakers writing for top-tier computer science conferences.

majiayu000 Bundle

Analyze Sentry error monitoring data through read-only API queries to inspect issues, summarize production errors, retrieve event details, and assess application health. Uses a bundled Python script for deterministic API calls with pagination, retry logic, and automatic PII redaction. Trigger when the user asks to investigate Sentry issues, list recent errors, check issue frequency, retrieve event stack traces, or summarize error trends for a project. Requires SENTRY_AUTH_TOKEN environment variable with read-only scopes.

majiayu000 Bundle

AI assistant framework for building unique, authentic portfolio websites from scratch. Guides agents through research, design, and implementation phases.

majiayu000 Bundle

Multi-source comprehensive research using perplexity-researcher, claude-researcher, and gemini-researcher agents. Three modes - Quick (3 agents), Standard (9 agents), Extensive (24 agents with be-creative skill). USE WHEN user says 'do research', 'quick research', 'extensive research', 'find information about', 'investigate', 'analyze trends', 'current events', or any research-related request.

majiayu000 Bundle

Use when implementing from a plan or spec path, a clear build request, or a single settled ticket. Single-unit executor with two caller modes: orchestrated (stops after implementation and local verification, returns a structured result) and standalone (delegates finalization to review-and-ship). Never commits, pushes, or opens a PR. Don't use for open-ended debugging (use debug), exploration, or read-only research.

majiayu000 Bundle

Use gh CLI for all GitHub operations - issues, PRs, file content, and repository info

majiayu000 Bundle

Structured literature search + synthesis with citation extraction, thematic clustering, and gap identification. Use when user says "find papers on X", "do a lit review", "what's the literature on...", "summarize what we know about...", "where's the gap in this field", "review recent work on Y". Produces a written review with BibTeX-ready citations. Uses WebSearch/WebFetch for recent work.

majiayu000 Bundle

Search the web, platforms, and datasets. Use when asked to search, find, look up, research, or discover information from the web, YouTube, Amazon, eBay, news, academic sources, or any online platform.

majiayu000 Bundle

Analyze a subject from five perspectives with assumption tracking and weighting. Use after research to examine all angles before critique.

majiayu000 Bundle

Search and retrieve scholarly metadata from the OpenAlex API — a free, open catalog of 270M+ works, 90M+ authors, and 100K+ sources. Use this skill whenever the user wants to query OpenAlex for works, authors, institutions, sources, topics, publishers, or funders. Trigger on phrases like "search OpenAlex for X", "find papers in OpenAlex", "OpenAlex works by author Y", "get institution metadata from OpenAlex", "look up this DOI in OpenAlex", "how many works does institution X have in OpenAlex", or any request that specifically involves the OpenAlex API or database. Also trigger when the user pastes an OpenAlex ID (like W1234567890 or A5023888391) or mentions OpenAlex by name in any research context. This skill complements the semantic-scholar skill — use OpenAlex when the user asks for it specifically, when they need institution/funder/topic data that Semantic Scholar doesn't cover, or when they want open-access filtering and aggregation features unique to OpenAlex.

majiayu000 Bundle

Gathers intelligence from public sources. Use when searching for usernames, geolocating images, investigating social media, analyzing domains, or solving information gathering challenges.

majiayu000 Bundle

Market validation engine for ID8Labs. Transforms raw ideas into validated (or invalidated) opportunities through systematic research. Returns BUILD/PIVOT/KILL verdicts with evidence.

majiayu000 Bundle

Research a task, problem, bug, or feature by exploring the codebase. Use when starting new work, encountering bugs, or needing to understand how existing implementation relates to a task. Triggers on "research", "investigate", "look into", or requests to understand implementation before making changes.

majiayu000 Bundle

Comprehensive research with cited sources. Use for complex research that should be verified and persist.

majiayu000 Bundle

This skill should be used when the user asks to "use the oracle" or "ask the oracle" for deep research, analysis, or architectural questions. The oracle excels at multi-source research combining codebase exploration and web searches, then synthesizing findings into actionable answers. Use for complex questions requiring investigation across multiple sources, architectural analysis, refactoring plans, debugging mysteries, and code reviews.

majiayu000 Bundle

Orchestrate phase planning with research, planning, and verification loop

majiayu000 Bundle

Use when research direction needs assessment, critical knowledge gaps must be identified, or priorities must be recommended based on impact, dependencies, and effort (especially at project milestones or when scope questions arise)

majiayu000 Bundle

Manage GitHub issues using gh CLI - create, list, view, update, close, and assign issues. Use when working with GitHub issues, bug tracking, or project management tasks.

majiayu000 Bundle

Comprehensive workflow for managing Linear issues. Use when creating, grooming, or working on Linear issues. Handles research-driven issue creation, project matching, feature decomposition into parallelizable sub-tasks, and execution with automatic state management. Proactively helps when user mentions Linear tickets or planning work.

majiayu000 Bundle

Research topics by verifying actual source content. Use when asked to research or study links and documentation.

majiayu000 Bundle

Use Exa AI for neural search, content retrieval, and automated deep research. Requires EXA_API_KEY.

majiayu000 Bundle

Write technical blog posts with source code analysis OR doc-driven research. Use when user wants to explain system internals, architecture, implementation details, or technical concepts with citations.

majiayu000 Bundle

Manages the founder's market understanding — running initial market research, updating findings, and answering questions about market size, customer segments, buying behavior, pricing benchmarks, and industry trends. Use when the conversation touches market size (TAM/SAM/SOM), who the buyers are and how they make decisions, what people typically pay, industry tailwinds or headwinds, or when the founder wants to understand the broader landscape their idea sits in.