'2026' 검색 결과

Process paired-end 16S sequencing reads in QIIME 2 to produce ASVs, distinct sequence variants, and taxonomic assignments. Check input files, primer settings, and read retention while preserving artifacts that record the processing history.

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• Validate paired FASTQ files and sample metadata
• Remove primers and denoise reads with DADA2
• Assign taxonomy using a compatible classifier

Prepare experiments for Ginkgo Cloud Lab by choosing a protocol, organizing required inputs, checking configured pricing, and navigating browser ordering. Covers protein expression, RNA synthesis, stability assays, and setup of measurement methods.

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• Choosing a protein expression and purification protocol
• Preparing inputs for mRNA or circRNA synthesis
• Reviewing stability assays and measurement method setup

Use Dask to process tables, numerical arrays, and file collections in pieces across CPU cores or machines. Helps choose data structures, size memory-friendly chunks, coordinate dependent tasks, and diagnose slow or memory-heavy workflows.

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• Aggregate CSV or Parquet files that exceed available memory
• Process large scientific arrays in chunks
• Clean JSON records and logs before analysis

Retrieve financial data for market and company analysis, including stocks, forex, crypto, financial statements, and economic indicators. Access over 20 years of historical data and more than 50 technical indicators, which summarize price and trading patterns.

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• Collect historical stock prices for analysis
• Compare company financial statements
• Track forex and crypto prices

Carry out an engineering plan through stepwise code changes, dependency impact checks, tests, and focused commits. It also handles small, bounded tasks directly, checking the code relationship index before relying on its results.

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• Implementing an existing engineering plan
• Making a small change across one or two files
• Testing each step before committing

Find personal photos in a local macOS Photos library by album or date, then export selected copies to a chosen folder. Report exported and missing items while preserving originals and existing destination files.

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• Find photos in a specific album
• Search by capture date or date added
• Export copies of selected photos

Set up the OpenViking long-term memory plugin for OpenClaw through conversation. The skill handles installation, configuration, and verification so chat facts can be saved and relevant memories recalled across sessions, using an existing OpenViking server.

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• Add long-term memory to OpenClaw
• Recall saved facts across chat sessions
• Separate memories by assistant or sender

Review an AI agent codebase against ten OWASP ASI security risk areas. Examine tool permissions, input validation, identity checks, audit logs, and other controls, then summarize coverage, gaps, and recommended improvements in a report.

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• Reviewing agent security before production deployment
• Mapping existing controls to ten security risk areas
• Preparing findings for a security review or audit

Analyze Donald Trump’s negotiations, public messaging, and decisions using frameworks drawn from public records. Compare possible next moves with probabilities, confidence levels, and unknown factors, or switch to roleplay to simulate his responses in a given situation.

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• Interpreting negotiation demands and threats
• Comparing possible next moves with confidence levels
• Examining public statements and media messaging

Plan X content, improve opening lines and threads, and review account performance using post data. With a focus on AI and technology, the skill supports content reviews, weekly growth plans, and HTML diagnostic reports.

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• Finding topics for AI and technology posts
• Comparing opening lines and planning threads
• Reviewing posts and profile text

Analyze product, organization, international expansion, and hiring decisions through frameworks drawn from 张一鸣’s public statements. Examine information flow, user needs, and long-term tradeoffs to identify underlying problems and opportunities for small-scale validation.

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• Reviewing product ideas against underlying user needs
• Examining information flow and reporting layers
• Planning small tests before international expansion

Compare education and career choices using frameworks drawn from 张雪峰’s public statements. The skill considers family finances, academic results, employment rates, and median salaries to work backward from typical graduate outcomes toward practical options.

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• Comparing majors through typical graduate outcomes
• Choosing schools with family finances in mind
• Evaluating postgraduate study against employment options

Explore career choices, business opportunities, and competing goals using frameworks drawn from Naval Ravikant’s public work. Examine how software or content can multiply effort, identify distinctive knowledge, and clarify what wealth and freedom mean for a decision.

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• Evaluating whether a job can multiply the value of effort
• Exploring distinctive knowledge built through experience
• Sorting competing goals and desires

Examine startup ideas, product demand, writing, and career choices through frameworks drawn from Paul Graham’s essays and interviews. Reframe unclear questions, consider user needs and growth, and use writing and iteration to uncover better directions.

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• Testing startup directions against real user needs
• Reviewing a company through its founders, product, and growth
• Using writing to clarify an unfinished idea

Examine AI product reliability, learning methods, and model limitations through frameworks drawn from Andrej Karpathy’s public statements. Assess the gap between demonstrations and real use, uneven capabilities, and where people should retain control.

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• Assessing AI product reliability beyond a demo
• Planning hands-on study of neural networks
• Examining LLM strengths and failure patterns

Examine product costs, technical plans, and industry assumptions through a framework drawn from Elon Musk’s public record. Compare prices with material costs, question unnecessary requirements, and explore whether to build components internally or outsource them.

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• Reviewing product costs against material costs
• Questioning requirements before automating a process
• Comparing internal production with outsourcing

Explore marketing, publicity, and crisis communication through frameworks derived from Justin Sun’s public statements and actions. The skill examines attention, timing, and messaging, then responds in a forceful persona using verified figures and recognizable events.

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• Analyzing how publicity attracts attention
• Examining crisis communication narratives
• Considering when to join trending topics

Review decisions through Nassim Nicholas Taleb’s thinking about rare, severe losses and who bears their consequences. Identify hidden dependencies, compare potential gains with losses, and examine whether a strategy benefits from disruption or becomes more vulnerable.

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• Examining rare events that could cause irreversible losses
• Checking whether advisers bear the consequences of their advice
• Finding dependencies that make a business fragile

Review YouTube titles, thumbnails, openings, and pacing through a framework drawn from MrBeast’s public statements and other research. Use click-through rates and viewing data to identify weaknesses and develop specific changes to a video’s presentation and structure.

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• Reworking video titles and thumbnails
• Improving the first 30 seconds of a video
• Reviewing scripts for viewer drop-off

Examine AI research directions and safety strategies through thinking models drawn from Ilya Sutskever’s public statements. The skill checks current facts when needed and presents a concise judgment with an everyday analogy.

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• Assessing AI research directions
• Examining model scaling and data limits
• Discussing AI safety strategies

Review security across web apps, APIs, mobile apps, Kubernetes, and AI agents using six OWASP references. Identify risky authentication, access controls, configurations, and prompt handling, then use examples and checklists to plan fixes.

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• Review login flows and access controls
• Check API authorization and data exposure
• Review mobile app storage and communications

Install and configure the memory-tencentdb plugin for OpenClaw to retain and retrieve conversation information. Verify the setup through logs and searches, adjust memory settings, and troubleshoot missing recall or vector search results.

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• Enable long-term memory in OpenClaw
• Adjust recall and retention settings
• Investigate saved memories that cannot be retrieved

Prepare medical device regulatory work for the US FDA. Compare submission routes, organize required documents, review quality management requirements, assess patient data safeguards under HIPAA, and plan device cybersecurity documentation and controls.

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• Compare 510(k), PMA, and De Novo submission routes
• Organize required 510(k) documents and submission milestones
• Review quality documentation against QMSR and ISO 13485:2016

Helps plan and improve an X/Twitter presence through profile reviews, competitor research, tweet and thread drafting, reply strategies, and posting calendars. Includes scripts for content planning and tracking follower growth and engagement trends.

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• Review a profile, bio, and pinned post
• Draft tweets and threads for a specific audience
• Research competitors and plan useful replies