Helps configure and troubleshoot Linux networks, including firewalls, routing, and DNS, which translates domain names into addresses. Covers traffic capture, isolated test networks, WireGuard VPN setup, and TCP tuning across physical servers, virtual machines, and containers.
- Investigating connectivity and DNS failures
- Reviewing firewall rules and port forwarding
- Configuring routes based on traffic source
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Adapt large language models to specific tasks using LoRA and QLoRA, methods that train a small set of added parameters. Get guidance on preparing examples, choosing training settings, evaluating outputs, and saving or merging trained adapters.
- Adapting models to specialized terminology and output formats
- Planning training with limited GPU memory
- Preparing instruction-response datasets
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Guides machine learning work from data preparation and model training to evaluation and production monitoring. Covers PyTorch, scikit-learn, experiment tracking, and reproducible workflows so teams can compare models and maintain them after deployment.
- Build a baseline model for comparison
- Review data preparation for evaluation leakage
- Track experiments and reproduce training runs
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Build Next.js applications with App Router, the app directory routing system. Get guidance on server rendering, data fetching, caching, API endpoints, and deployment settings, including loading states and image optimization for responsive page experiences.
- Designing pages and shared layouts with App Router
- Configuring data caching and revalidation
- Implementing forms and API endpoints
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Extract and analyze PDF text, tables, form values, and document properties while preserving their structure. Produce summaries, compare documents, or organize selected data as CSV or JSON, with uncertain extraction results clearly identified.
- Summarize long PDFs by section
- Extract invoice details into CSV or JSON
- Compare multiple PDFs by topic
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Review code for security risks, logic bugs, and performance problems. Receive specific feedback explaining the affected lines or patterns, why they matter, and how to fix them, with required changes separated from optional improvements.
- Reviewing code changes before merging a pull request
- Checking input validation, access controls, and secret handling
- Finding inefficient queries and blocking operations
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Plan, deploy, and manage AWS infrastructure across computing, storage, networking, and serverless services. Get guidance on access permissions, backups, auditing, and cost management using AWS CLI and tools that define infrastructure in code.
- Plan configurations for EC2, S3, and Lambda
- Review IAM permissions and network access
- Identify unused resources and review costs
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Improve PostgreSQL queries and database design by examining execution plans and choosing indexes for actual access patterns. Get guidance on large tables, JSONB data, connection pooling, and maintenance while accounting for write overhead and memory use.
- Investigating slow queries with execution plans
- Choosing indexes for search patterns
- Designing partitions for time-series data
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Plan presentations around the audience’s questions and a clear recommendation. Get guidance on slide structure, readable visuals, charts, speaker notes, and timed rehearsal for executive presentations, technical talks, and investor pitches.
- Structuring presentations for executives or investors
- Simplifying slides with too much information
- Preparing speaker notes and slide transitions
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Helps write and review Nginx configurations for websites and APIs. Covers forwarding requests to application servers, distributing traffic, HTTPS settings, caching, compression, and logs to support performance tuning and investigation of slow responses.
- Forward API requests to application servers
- Distribute traffic and handle backend failures
- Review HTTPS settings and access restrictions
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Plan compliance work for SOC 2, GDPR, HIPAA, and PCI-DSS by connecting requirements to technical safeguards, responsible teams, policies, and audit evidence. Get practical guidance for ongoing operations and audit preparation.
- Planning a SOC 2 compliance program
- Designing personal data retention and deletion rules
- Organizing audit evidence and access reviews
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Design consistent API specifications with OpenAPI 3.0 and 3.1. Define requests, responses, authentication, and reusable data structures, then guide specification checks, documentation, and generation of client libraries or starter server code.
- Define an API contract before implementation
- Standardize authentication and error responses
- Check API specifications in CI
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Helps design and evaluate prompts for more reliable AI responses. Covers clear instructions, input-output examples, task breakdown, and structured formats such as JSON, with guidance on comparing quality, cost, and response time across models.
- Clarify ambiguous instructions for an AI task
- Specify JSON output using schemas and examples
- Break complex tasks into connected prompts
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Research prospective customers from public sources, add company and contact details, score their fit, and merge duplicate records. Organize the findings into prioritized lead lists with source information, using CSV, JSON, or Markdown tables.
- Find companies matching an ideal customer profile
- Add funding and hiring details to lead records
- Score prospects to set sales priorities
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Plan and carry out research by refining questions, improving searches, evaluating sources, and checking claims across independent references. Turn findings into cited reports that explain the evidence, conflicting views, confidence levels, and remaining gaps.
- Comparing options using multiple sources
- Checking source reliability and conflicting claims
- Writing research reports with citations
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Helps design and provision Microsoft Azure infrastructure using az CLI and Bicep configuration files. Covers choosing application hosting services, managing identities and secrets, designing networks, setting up monitoring, and organizing resources for cost management.
- Define repeatable infrastructure with Bicep
- Choose hosting services for web apps and containers
- Design identity permissions and secret storage
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Organize Confluence team wikis and project documentation with clear page hierarchies, labels, and templates. Use macros, built-in content tools, to assemble indexes and reports, with REST API guidance for creating and updating pages.
- Reorganizing a team wiki
- Building an index of decisions and runbooks
- Standardizing recurring meeting notes
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Build and maintain Elasticsearch search and analytics systems with guidance on queries, field types, and aggregations. Plan index migrations, automate data retention, diagnose cluster allocation problems, and investigate slow searches.
- Designing full-text search and autocomplete
- Aggregating logs and time-series data
- Planning index migrations and data retention
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Draft and revise professional emails with a clear purpose, suitable tone, and explicit next steps. Shape subject lines, status updates, decision requests, and difficult messages around the recipient’s relationship, needs, and response deadline.
- Turn project progress into a concise status email
- Request a decision with options and a deadline
- Explain delays or rejections with care
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Design MongoDB data structures around how data is accessed, write queries, and build staged data transformations for aggregation. Review indexes and query execution statistics to identify performance issues and choose suitable approaches for related or time-series data.
- Choosing between embedded and referenced data
- Writing search queries and aggregation pipelines
- Reviewing slow queries and index usage
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Plan software projects with guidance on short development cycles called sprints, effort estimates, risk management, and stakeholder updates. Clarify responsibilities, coordinate dependencies, and set realistic goals based on the team's capacity.
- Planning sprints around team capacity
- Organizing project risks and mitigation plans
- Clarifying responsibilities across teams
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Design service monitoring with Prometheus, write PromQL queries to analyze metrics, and build Grafana dashboards. Configure actionable alerts and manage metric labels so monitoring stays useful as the volume of collected data grows.
- Monitor service latency, traffic, and errors
- Review PromQL queries and precomputed metrics
- Group related alerts and filter brief spikes
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Automate website searches, logins, form entry, and price comparisons using Playwright, a browser automation tool. Provides workflows for locating page elements, checking results, and recovering from navigation errors or missing elements.
- Comparing product prices across online stores
- Filling and submitting web forms
- Logging in and checking the result
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026
Plan and operate Google Cloud Platform infrastructure using services such as Cloud Run and GKE, Google's managed Kubernetes service. Get guidance on deployment, access permissions, networking, monitoring, and cost controls for the system's requirements.
- Planning an API with Cloud Run and Cloud SQL
- Reviewing GKE access permissions
- Designing event processing with Pub/Sub
RightNow-AI/openfang☆ 18.2KUpdated Jul 2, 2026