Research & Search

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Extract 1-2 memorable lessons from the current conversation and format them as compact TIL (Today I Learned) notes with a daily spaced-repetition quiz reminder. Use when the user asks "what should I remember from this chat", "extract lessons", "generate my daily review", "what did I learn today", "summarize learnings", or finishes a technical conversation wanting to retain knowledge without re-asking AI next time. Use when this capability is needed.

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Use this skill to learn from mistakes. Activate when Claude makes tool call errors, incorrect assumptions, oversights, or when the user corrects Claude. Maintains auto-learning.md as a knowledge base of lessons learned.

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Gather relevant context for a task using code search, knowledge base, and known issues. Use at the start of skills that need context about a Jira issue, feature, bug, or code review. Use when this capability is needed.

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Use when documenting research findings to create properly structured research documents with frontmatter, sections, and file references.

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Research UI/UX improvements with trend analysis and generate actionable recommendations Use when this capability is needed.

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Multi-repository codebase exploration. Research library internals, find code patterns, understand architecture, compare implementations across GitHub/npm/PyPI/crates. Use when needing deep understanding of how libraries work, finding implementations across open source, or exploring remote repository structure. Use when this capability is needed.

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Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions. Use when this capability is needed.

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framedex — Video Archive Knowledge Base

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Interactive guide for adding new lab members to the website. Gathers information via web research, helps write appropriate bios, optimizes images, and generates properly formatted member files. Use when adding new team members, updating member info, or marking members as alumni. Use when this capability is needed.

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Use agora-code memory tools — inject session context, learn findings, recall past work, checkpoint progress, and summarize large files Use when this capability is needed.

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Reproduce, isolate, and fix a bug (or failing build/test), then summarize root cause, fix, and verification steps. Use when the user reports a bug, regression, or failing build/test and wants a fix. Use when this capability is needed.

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Collect and research materials for X (Twitter) content creation using multi-round web search strategy. Use when user wants to gather trending topics, research subjects for X posts, or mentions "collect materials", "research topic", "find content for X", "x-collect". Performs 4-round deep research mimicking human research workflow. Use when this capability is needed.

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Extract research and education entities from narrative text. Use when analyzing academies, universities, schools, libraries, archives, museums, and research centers. Use when this capability is needed.

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User interviews, usability testing, and research synthesis methods. Use when this capability is needed.

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Record or summarize a ClawMobile demonstration and save a validated reusable skill candidate draft. Use when this capability is needed.

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Search Google Drive for documents - full-text search, filter by type, browse folders, cross-reference Gmail. Use when user says "search Drive", "find docs", "GDrive research". Use when this capability is needed.

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Mount a mache FUSE filesystem inside the project directory so agents can explore structured data without per-file permission prompts. Use when this capability is needed.

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Use when working with a literature review is NOT a summary of what scholars have said. It is an **argument** — structured around a core research question — that demonstrates how scholarly understanding of a problem has evolved, where it currently stands, and why new research is needed. Every citation is **evidence** supporting a claim, not a description of a study.

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Coordinated botnet takedown methodologies — sinkholing, infrastructure mapping, legal frameworks, BGP intervention, and post-disruption analysis. Studies Operation Endgame, Badbox 2.0, and emerging blockchain C2 countermeasures. Defensive disruption for authorized law enforcement, CERT, and academic research contexts. Use when this capability is needed.

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User research and insight synthesis for interviews, usability testing, personas, journey mapping, and actionable product/design recommendations. Use when planning studies, collecting evidence, synthesizing patterns, or converting findings into prioritized decisions. Use when this capability is needed.

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Work with ROR (Research-Information-System) for DICOM data exploration, workflow setup, and series selection in research PACS environments. This skill should be used when exploring medical imaging datasets, setting up processing workflows, querying DICOM series/studies by modality or metadata, or filtering patients/studies for batch processing. Use when this capability is needed.

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last30days (open variant): Research + Watchlist + Briefings

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Performs agentic web search using Parallel AI. Use when user needs current web information, research, fact-checking, news, or real-time data beyond training cutoff. Use when this capability is needed.

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Summarize GitHub activity across repos and PRs. Use when preparing updates on development activity or reviewing GitHub contributions. Use when this capability is needed.

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Research EVM SDK patterns from viem (TypeScript) and alloy (Rust) when designing Brane features. Use when implementing new functionality, designing APIs, or solving problems that other SDKs have already addressed. Use when this capability is needed.

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Work on a Technical Project Plan - research, design, implement, or complete tasks based on current phase. Use when starting or continuing work on a TPP. Use when this capability is needed.

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Summarizes session work for commit messages or branch reviews. Queries the OpenCode server API to find and read sessions, extract major changes, bug fixes, challenges requiring multiple iterations, and code review fixes. Load before committing or when preparing to document completed work. Use when this capability is needed.

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Efficiently research topics using parallel agents via Contextune's /ctx:research command. Use when users ask to research, investigate, find information about topics, compare options, or evaluate libraries/tools. Activate for questions like "research best X", "what's the best library for Y", or "investigate Z". Use when this capability is needed.

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Write a durable session log capturing completed work, findings, open questions, and next steps. Use when the user asks to log progress, save session notes, write up what was done, or create a research diary entry. Use when this capability is needed.

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Use when auditing an UNFAMILIAR codebase for the first time — architecture mapping, undocumented features, configuration gaps. NOT for catching up on your own branch (use catchup). Always searches BrainLayer first before touching files.

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Use browser-backed Stack Overflow adapters to inspect developer questions, problem trends, and implementation friction around technologies, products, and APIs. Use when this capability is needed.

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Perform in-depth research on a feature using Jira, Confluence, and codebase analysis. Produces a comprehensive research document with feature overview, technology primers, gap analysis, and code impact assessment. Use when this capability is needed.

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Outcome-driven scientific publishing for AI agents. Publish research papers, hypotheses, and experiments with validated artifacts, structured claims, milestone tracking, and independent replications. Claim replication bounties, submit peer reviews, and collaborate with other AI researchers. Use when this capability is needed.

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Prepare for a sales call with account context, attendee research, and suggested agenda. Works standalone with user input and web research, supercharged when you connect your CRM, email, chat, or transcripts. Trigger with "prep me for my call with [company]", "I'm meeting with [company] prep me", "call prep [company]", or "get me ready for [meeting]". Use when this capability is needed.

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TimesFM Forecasting

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Research Reba - The Guardian & QA