Inspect CPU, memory, disk, and accelerator information alongside container and scheduler limits. Produce a JSON snapshot with identifying details removed and conservative worker and memory estimates for planning local workloads, without running stress tests.
- Choosing worker counts before a large local job
- Checking CPU and memory limits inside a container
- Comparing resource snapshots before and after changes
K-Dense-AI/scientific-agent-skills☆ 53.2KUpdated Oct 19, 2026
Develop a research question, search and verify literature, and combine findings into an academic report. Modes also support guided research discussions, claim checking, paper comparisons, and systematic reviews with optional meta-analysis, which statistically combines study results.
- Clarify a research direction through guided questions
- Search literature and compare findings across sources
- Check specific claims against supporting sources
Imbad0202/academic-research-skills☆ 53.2KUpdated Oct 18, 2026
Understand and extend GitNexus taint analysis, which tracks data from input sources to potentially dangerous operations. Use its implementation guidance to investigate missed or incorrect findings, add detection models, and validate analysis changes.
- Investigating missed or incorrect data-flow findings
- Adding input sources, dangerous operations, or sanitizers
- Reviewing analysis that follows data across functions
abhigyanpatwari/GitNexus☆ 48KUpdated Oct 20, 2026
Access and test protected Vercel deployments with agent-browser using an existing Vercel identity and a short-lived authentication token. Keep deployment protection enabled while diagnosing login redirects, environment access mismatches, and application authentication errors.
- Testing a protected Preview deployment
- Diagnosing Vercel login redirects and protection errors
- Identifying access rules needed for Production testing
vercel-labs/agent-browser☆ 44.3KUpdated Oct 20, 2026
Investigate suspicious domains, scams, impersonation, and malicious activity using public sources. Preserve source details, check leads against independent evidence, and prepare a threat intelligence handoff that records confidence, verification status, and remaining gaps.
- Check public phishing reports for a suspicious domain
- Investigate scam or impersonation leads from public posts
- Prepare verified evidence for a security investigation
zhaoxuya520/reverse-skill☆ 42.8KUpdated Sep 22, 2026
Create courses grounded in verified external facts, including recent developments, market data, product details, and scientific findings. It researches sources, records which evidence supports each claim, and carries those findings and uncertainties into page plans and content.
- Creating a course about recent events or industry developments
- Building lessons around verified market or policy data
- Teaching product details or scientific findings with sources
THU-MAIC/OpenMAIC☆ 41.1KUpdated Oct 20, 2026
Use OpenViking through OpenClaw to manage long-term memories, search archived conversations, and find imported resources or Agent Skills. Inspect recall traces to understand search results and recover full tool outputs stored outside the conversation.
- Recall past preferences and decisions
- Find exact commands in archived conversations
- Import and search documents or Agent Skills
volcengine/OpenViking☆ 40.4KUpdated Oct 20, 2026
Convert a research paper into structured files covering its problem, claims, concepts, experiments, and figure or table evidence. Validate the generated directory, ingest it into OpenViking, and check that the target resource was created.
- Import a paper PDF into OpenViking
- Organize a paper's claims and experimental evidence
- Preserve figures and tables as evidence files
volcengine/OpenViking☆ 40.4KUpdated Oct 20, 2026
Check an MCP server before release through a real client session. Compare available features with source code and documentation, test invalid requests and installation, and produce a verdict backed by reproducible commands and responses.
- Checking an MCP server before release
- Comparing live features with source code and documentation
- Testing invalid requests and error responses
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Analyze local documents or public web pages and produce a Word report with source screenshots beside each factual claim. Yellow highlights identify the supporting passages so readers can visually check the analysis against the original.
- Review an analysis alongside its source passages
- Analyze Word documents or PDFs with visual evidence
- Turn a public web page analysis into a Word report
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Check factual claims in AI responses by extracting statements, searching for supporting or conflicting sources, and reviewing common error patterns. Receive a linked report that highlights uncertainties and helps people verify the evidence themselves.
- Check statistics and citations in an AI-generated report
- Add ongoing factual checks to a conversation
- Review legal explanations against linked sources
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Assess potential data breach impact by reviewing sensitive data and its movement through a codebase. Produce an inventory, exposure rankings, financial estimates, and prioritized safeguards, distinguishing legal source figures from planning estimates.
- Inventory sensitive data before a security review
- Trace where customer data could leak
- Estimate breach impact and costs for planning
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Analyze Azure infrastructure definitions, deployed resources, usage metrics, and pricing to identify cost reductions. Rank recommendations by savings, risk, and effort, then create individual GitHub issues and a coordinating EPIC issue after user approval.
- Finding Azure resources with oversized service tiers
- Comparing storage and database cost reduction options
- Prioritizing savings by risk and implementation effort
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Design Azure infrastructure from plain language or visualize existing resources as interactive diagrams. Refine the architecture through conversation, then generate Bicep infrastructure code, review it, and validate changes before deployment.
- Designing a new Azure architecture
- Visualizing existing Azure resources
- Planning cost or security changes
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Analyze AWS infrastructure definitions, deployed resources, usage metrics, and actual costs to identify savings opportunities. Rank recommendations by savings, risk, and effort, then create individual GitHub issues and a coordinating issue after approval.
- Identify underused AWS resources
- Estimate monthly savings from configuration changes
- Prioritize cost reductions by risk and implementation effort
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Ask plain-language questions about AWS resources, settings, and costs, and receive readable tables using read-only AWS CLI commands. Inspect services and filter results by region, state, or tags without creating, changing, or deleting resources.
- Listing running EC2 instances
- Checking S3 encryption and public access settings
- Finding unattached EBS volumes
github/awesome-copilot☆ 40.2KUpdated Oct 20, 2026
Find relevant QwenPaw documentation and source files for questions about setup, configuration, skills, memory, and other features. It maps question keywords to likely file paths so the agent can read and verify the right material.
- Find documentation for installation or configuration questions
- Locate source files related to skills or memory
- Identify where to investigate errors or CLI behavior
agentscope-ai/QwenPaw☆ 35.9KUpdated Oct 20, 2026
Investigate domains, IP addresses, and certificates linked to suspected attackers using public sources. This skill guides passive research and relationship mapping to support phishing investigations, external exposure reviews, and threat intelligence reports.
- Investigating infrastructure linked to a phishing campaign
- Adding public evidence to threat actor profiles
- Reviewing an organization's external exposure
mukul975/Anthropic-Cybersecurity-Skills☆ 34.8KUpdated Aug 31, 2026
Connect a company SQL database, support ticket exports, and documents in cognee, linking shared people, teams, and projects so questions about ownership, decisions, and ongoing work can draw on several sources together.
- Finding owners across company databases, tickets, and documents
- Tracing decisions across multiple company sources
- Checking who is handling a support issue
topoteretes/cognee☆ 32.6KUpdated Oct 20, 2026
Choose where new GBrain pages belong by their main subject rather than file format or source. Follow a filing decision tree, check existing pages, and receive a suggested path with a clear reason for the placement.
- Choosing a directory for a new knowledge page
- Checking subject-based placement for PDFs or email content
- Finding existing coverage before adding a page
garrytan/gbrain☆ 31KUpdated Oct 20, 2026
When a user corrects a factual error, trace it through stored knowledge, memory, identity settings, and fact records. Fix the underlying source, check related records where needed, and report the cause, changes, and safeguards against recurrence.
- Tracing the source of a repeated factual error
- Correcting mistaken facts about people or companies
- Updating outdated information and related records
garrytan/gbrain☆ 31KUpdated Oct 20, 2026
Audit citations across stored knowledge pages, fix formatting problems, and flag claims without sources. For X posts missing links, use the host's API integration to find matching posts and add verified URLs, with counts of fixes and unresolved gaps.
- Standardizing citation formats across knowledge pages
- Finding claims that lack sources
- Restoring missing links to X posts
garrytan/gbrain☆ 31KUpdated Oct 20, 2026
Extract figures and fields from emails, websites, and APIs into source-linked tracking tables. Configurable recipes guide collection, preserve original material, and check duplicates for records such as investor updates, expenses, and company metrics.
- Track financial metrics from investor update emails
- Collect expenses from receipt emails
- Maintain a table of company updates
garrytan/gbrain☆ 31KUpdated Oct 20, 2026
Research customer questions using available internal documents, account history, support records, and public sources. Produce a brief with an answer, source references, confidence level, unresolved questions, and recommended next steps before drafting a customer response.
- Check product capabilities before answering a customer
- Find previous bug reports and known workarounds
- Review what a specific customer was told before
anthropics/knowledge-work-plugins☆ 30.7KUpdated Oct 20, 2026