“alignment”的搜索结果

Build safety checks for LLM prompts and responses using Meta's LlamaGuard moderation model. Classify potentially harmful content, block flagged messages, serve checks through an API, and integrate them with NeMo Guardrails.

中文简介正在准备中。当前显示英语简介。

• Checking prompts before sending them to an LLM
• Filtering responses before displaying them
• Building a moderation API

Configure safety checks for LLM applications with NeMo Guardrails. Covers attempts to bypass safety rules, input and output validation, masking personal information, and checking factual claims through programmable rules and integrations.

中文简介正在准备中。当前显示英语简介。

• Detecting instructions that try to bypass safety rules
• Masking personal information before processing
• Adding factual checks to generated answers

Write, review, and upgrade Effect v4 code for Composio CLI and its related packages. It guides service definitions, typed errors, command APIs, and version alignment, checking unfamiliar APIs against source files and installed type definitions.

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• Implementing and reviewing Effect v4 code
• Defining services and typed error recovery
• Checking effect/cli APIs

Manage complex software and SaaS projects by assessing schedules, budgets, quality, risks, and team capacity. Compare priorities across projects, identify resource constraints, and turn portfolio analysis into executive reports with recommendations for decisions and follow-up.

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• Review progress and health across multiple projects
• Assess risks and prioritize response actions
• Rebalance staffing based on team capacity

Build quarterly product plans by translating company goals into product and team OKRs, meaning objectives with measurable results. Generate linked goal hierarchies, check alignment across teams, and review how responsibilities are distributed.

中文简介正在准备中。当前显示英语简介。

• Drafting quarterly product goals
• Translating company goals into team OKRs
• Reviewing conflicts and gaps between team goals

Read, create, and review PDFs with checks of both content and appearance. Uses Python tools for document generation and text extraction, then inspects rendered page images for spacing, alignment, and readability.

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• Create a PDF with consistent formatting
• Extract text from an existing PDF
• Check tables and text for layout problems

Write, revise, and review beads user documentation using consistent terminology, explanations, diagrams, and navigation. Follow project rules for generated pages and release alignment, with checks for links, freshness, and documentation consistency.

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• Write user guides with consistent beads terminology
• Simplify confusing explanations with diagrams and examples
• Reorganize pages, navigation, links, and redirects

Compare feature ideas by expected impact, required effort, uncertainty, and fit with product goals. Get five ranked recommendations, with reasons for each choice, trade-offs, and explanations of which ideas should receive lower priority.

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• Ranking a backlog of feature ideas
• Choosing the scope of the next development cycle
• Comparing opportunities using customer importance and satisfaction

Organize customer feature requests into themes and rank the top three against product goals, customer value, effort, and risk. For each recommendation, explain the underlying need, possible alternatives, uncertain assumptions, and simple ways to test them.

中文简介正在准备中。当前显示英语简介。

• Grouping customer requests into themes
• Selecting the top three requests for product goals
• Considering alternatives to requested features

Review game interface specifications, HUD designs for information shown during play, and shared interaction rules before implementation. Check completeness, accessibility, and consistency with game design documents, then receive a verdict with specific issues and missing review inputs.

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• Checking a screen specification before implementation
• Reviewing HUD information and display priorities
• Checking consistency across shared interaction patterns

Maintain existing tests for Walkontable, Handsontable's table rendering engine. The skill explains its separate test commands and covers frozen rows and columns, visible area calculations, scroll alignment, and pitfalls that can hide failures or produce misleading results.

中文简介正在准备中。当前显示英语简介。

• Maintaining existing Walkontable rendering tests
• Checking frozen rows and columns during scrolling
• Testing visible areas after container resizing

Reviews Google Cloud spending and resource usage to identify waste, recommend suitable resource sizes, compare discount options, and establish ongoing cost management using the cost optimization guidance in the Google Cloud Well-Architected Framework.

中文简介正在准备中。当前显示英语简介。

• Reviewing Google Cloud spending by team or project
• Finding idle resources and oversized instances
• Comparing CUDs, SUDs, and Spot VMs

Compare a page with search results to identify mismatches in page type, content, and user needs. Receive alignment scores, assessments for different audience profiles, prioritized improvements, and optional outlines of current and proposed page layouts.

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• Investigate rankings affected by search intent mismatches
• Compare a page format with top search results
• Assess clarity and trust for different audience profiles

Turn a paper outline and research narrative into a section-by-section LaTeX draft. Incorporate figures and verified bibliography entries, adapt formatting to the target venue, and review clarity, evidence alignment, and consistency across sections.

中文简介正在准备中。当前显示英语简介。

• Draft a LaTeX paper from an existing outline
• Prepare formatting and citations for a target venue
• Review consistency between claims, evidence, and proofs

Use Meta's Prompt Guard to detect malicious instructions in user prompts and external data. This skill guides input filtering, batch checks for retrieved documents, detection threshold adjustments, and splitting long text for inspection.

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• Detecting attempts to override an LLM's instructions
• Checking API responses for embedded malicious instructions
• Batch screening documents retrieved for RAG

Guide large language model training with OpenRLHF using human preference feedback. Covers training method selection, distributed GPU setup, reward model training, and memory tuning, with examples for PPO, GRPO, and DPO.

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• Choosing a training method for human preference alignment
• Setting up distributed training across multiple GPUs
• Training a reward model before PPO

Add safety checks to LLM applications with NeMo Guardrails. This skill guides input and output validation, detection of attempts to bypass safety rules, personal information masking, and checks for unsupported or inaccurate answers.

中文简介正在准备中。当前显示英语简介。

• Detect attempts to bypass an AI app's safety rules
• Mask personal information before processing
• Add fact-checking to generated answers

Build safety checks for LLM prompts and responses using Meta's LlamaGuard. This skill covers content classification, batch moderation, serving a moderation API, and connecting checks to NeMo Guardrails.

中文简介正在准备中。当前显示英语简介。

• Screening user prompts before sending them to an LLM
• Checking generated responses before displaying them
• Building an API for content safety checks

Guides large language model reinforcement learning with miles, including MoE models that route work to specialized components. Covers low-precision training, matching training and inference behavior, and accelerating training response generation with draft models.

中文简介正在准备中。当前显示英语简介。

• Setting up reinforcement learning for large MoE models
• Configuring FP8 or INT4 training
• Checking consistency between training and inference

Prepare five-scene prompts and parameter tables for product videos featuring a digital presenter in InfiniteTalk. Specify timed movements, check character consistency, and plan audio and image preparation for a 25-second vertical video.

中文简介正在准备中。当前显示英语简介。

• Plan a five-scene product recommendation video
• Create prompts for price comparisons or promotions
• Check character consistency, movement, and audio alignment

Process Excel workbooks by saving Python scripts to files and running them through the shell. Covers multiple sheets, data transformations, formulas, formatting, and error reporting for complex spreadsheet tasks.

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• Transform revenue data and save a processed Excel workbook
• Apply calculations across multiple worksheets
• Format report headers with colors and alignment

Check deliverables before marking a task complete. Review the requested file format, confirm every reference file was used, and compare the result with the original request to catch omissions and work that misses the goal.

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• Checking deliverables before submission
• Reviewing coverage of multiple reference files
• Verifying requested output formats

Organize audio production into checked stages, from beat timing to mixing and ZIP packaging. Generate and verify each stem, a separate audio part, then check processed files before combining them into a master track.

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• Generate and verify audio parts one at a time
• Plan song sections from BPM and beat counts
• Package a master track and separate audio parts

Produce audio in separate stems, meaning individual instrument tracks, and verify each output as you go. Align track lengths with silence, loops, or crossfades, then apply effects, mix a master, and package the files.

中文简介正在准备中。当前显示英语简介。

• Align instrument tracks to a reference audio file
• Choose how to extend tracks that are too short
• Verify audio properties after generation and effects