Process mass spectrometry data using scripts for format conversion, signal cleanup, peak detection, and quantification across samples. Prepare protein and metabolite analyses with identification filtering, candidate annotations, data tables, and plots.
- Inspect, convert, and preprocess mass spectrometry files
- Build quantitative tables across multiple samples
- Find metabolite candidates from accurate mass
K-Dense-AI/scientific-agent-skills☆ 53.6KUpdated Oct 19, 2026
Clean and compare tandem mass spectra, measurements used to study molecular fragments, with matchms. Standardize metadata, filter peaks, search reference libraries, and export ranked candidate matches with similarity scores and matched-peak counts.
- Clean MS/MS spectra and standardize metadata
- Search reference libraries for compound candidates
- Compare spectra using similarity scores and matched peaks
K-Dense-AI/scientific-agent-skills☆ 53.6KUpdated Oct 19, 2026
Build Java applications that store and manage records in Azure Table Storage or Cosmos DB Table API. It guides creating tables, adding and updating records, filtering queries, and grouping changes into transactions that succeed or fail together.
- Implement product record creation, updates, and deletion
- Filter records and retrieve only the required fields
- Update records together within the same partition
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 6, 2026
Write Python code to manage settings in Azure App Configuration. Covers reading, updating, filtering, and locking settings, managing feature flags that switch features on or off, and creating snapshots of configuration values.
- Read and update shared application settings from Python
- Separate development and production values with labels
- Manage feature flags that enable or disable features
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 19, 2026
Build search features with Algolia using guidance on search indexes, data organized for searching, React InstantSearch, and relevance tuning. Use it when implementing autocomplete, filtering by attributes, or results that update as users type.
- Add Algolia search to a site or app
- Build search interfaces with React InstantSearch
- Plan autocomplete and attribute-based filters
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 21, 2026
Design recommendation and ranking systems that select the best items for a user or situation. Organize retrieval, enrichment, filtering, scoring, selection, and background actions into six stages, then generate a runnable scaffold for your chosen stack.
- Designing a personalized content feed
- Reranking retrieved passages for RAG
- Prioritizing suggested tasks
wshobson/agents☆ 41.5KUpdated Oct 20, 2026
Review DAX formulas, the expressions used for calculations in Power BI, and propose clearer, more maintainable alternatives. Identify repeated calculations, costly filtering, and error-handling issues, then explain changes and recommend ways to test them.
- Reviewing slow calculations in Power BI reports
- Making complex DAX formulas easier to read
- Improving division and blank-value handling
github/awesome-copilot☆ 40.3KUpdated Oct 15, 2026
Turn a screen recording of repetitive work into automation scripts. The skill reconstructs the workflow, proposes options suited to installed tools, and helps build and test the chosen approach while preserving human review steps.
- Automating repeated report downloads and spreadsheet filtering
- Turning file sorting and renaming into scripts
- Reducing repetitive transfers between applications
github/awesome-copilot☆ 40.3KUpdated Oct 21, 2026
Find installation steps, configuration guidance, and command examples for Alibaba Cloud CLI using local Chinese documentation. The skill checks its quick reference or relevant documentation pages before suggesting commands, parameters, and options.
- Look up installation and configuration steps
- Check commands for querying ECS instances
- Find output filtering and pagination options
agentscope-ai/QwenPaw☆ 35.9KUpdated Oct 21, 2026
Configure advanced Microsoft Defender protections on Windows, including rules that block risky behavior, protected folders, network filtering, and exploit defenses. Use audit modes to assess application impact, then deploy policies and monitor detections across an organization.
- Strengthening Windows endpoint protection
- Assessing ASR rules in audit mode
- Configuring ransomware protection for folders
mukul975/Anthropic-Cybersecurity-Skills☆ 34.8KUpdated Aug 31, 2026
Set up a local web search server using Bright Data SERP API and unfancy-search. Retrieve results from multiple engines, optionally expand queries with AI, and receive combined rankings with duplicates removed and results grouped by domain.
- Adding web search to a Claude Code agent
- Researching a topic through multiple related queries
- Filtering searches by region or domain
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Build searches with Qdrant that find similar content and filter results by attributes. The skill covers document retrieval for AI answers, vector storage, memory optimization, and distributed deployment for larger collections.
- Building document retrieval for AI answers
- Combining similarity search with category or date filters
- Reducing memory use for large vector collections
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Query documents and conversations stored in cognee to retrieve answers, supporting passages, or context for an AI model. This skill guides search method selection, source filtering, result interpretation, and troubleshooting empty or unexpected results.
- Searching selected datasets or conversation sessions
- Retrieving supporting passages or model context
- Choosing a search method for a question
topoteretes/cognee☆ 32.6KUpdated Oct 21, 2026
Find Gmail messages with attachments, retrieve the attached files, and upload them to a chosen Google Drive folder. The workflow includes filtering messages by sender and checking message details before downloading.
- Save attachments from a specific sender
- Store emailed documents in a chosen Drive folder
- Find messages with attachments and inspect their details
googleworkspace/cli☆ 31.8KUpdated Oct 7, 2026
Route data analysis, large-file processing, and web retrieval through context-mode tools, returning only relevant results to the conversation. This helps preserve the context window, the limited amount of information an AI can work with at once.
- Counting or filtering large datasets
- Retrieving relevant information from web pages
- Collecting and searching results from multiple commands
mksglu/context-mode☆ 31.6KUpdated Oct 21, 2026
Assess detected security events by checking false positives, assigning incident types and severity levels, and identifying escalation routes. Guide initial response and forensic evidence collection, including records of who collected, held, and transferred each evidence item.
- Classifying security alerts during initial response
- Checking false positives before escalation
- Planning evidence collection and custody records
alirezarezvani/claude-skills☆ 28.5KUpdated Aug 30, 2026
Investigate OpenSEO production errors in Cloudflare Workers Observability. Count worker invocations accurately, compare periods and deployment versions, and filter previously investigated noise to focus analysis on errors that need attention.
- Investigating a spike in production errors
- Counting out-of-memory events and worker failures
- Comparing error rates across periods or deployments
every-app/open-seo☆ 24.4KUpdated Oct 20, 2026
Write Python for n8n Code nodes to transform, filter, aggregate, and validate workflow data. Get guidance on reading input items, returning the required JSON structure, using standard library modules, and avoiding common errors within n8n's Python execution modes.
- Transforming and filtering data in n8n with Python
- Calculating totals and basic statistics
- Extracting and validating text with regular expressions
czlonkowski/n8n-mcp☆ 23.1KUpdated Oct 21, 2026
Write JavaScript for n8n Code nodes to aggregate, filter, and transform workflow data. Guidance covers data access, output formats, execution modes, common errors, and performance choices when processing large numbers of records.
- Aggregating and deduplicating multiple records
- Transforming complex API responses
- Fixing data access and return format errors
czlonkowski/n8n-mcp☆ 23.1KUpdated Oct 21, 2026
Work with Handsontable row and column positions by distinguishing source data, displayed order, and rendered cells. It guides index conversion and helps investigate misplaced data when sorting, filtering, hiding, or moving rows and columns.
- Investigating misplaced rows or columns
- Converting between source and displayed indexes
- Combining filters with manual column movement
handsontable/handsontable☆ 22.1KUpdated Oct 22, 2026
Official · GoogleFreeSummary Design hybrid search on AlloyDB by combining meaning-based search, keywords, and SQL filters. Turn requirements into architecture diagrams, database setup scripts, deployment guidance, and validation plans for search applications on Google Cloud.
- Designing product search with meaning-based matching and attribute filters
- Planning result reranking and AI quality checks
- Preparing AlloyDB and Cloud Run deployment guidance
google/skills☆ 21.5KUpdated Oct 21, 2026
Official · GoogleFreeSummary Turn plain-language requests into Cloud Logging queries for Google Cloud. Generate service-specific filters to find errors, investigate issues, or review audit logs using LQL, the language used to search these logs.
- Finding recent error logs
- Filtering logs for a specific Google Cloud service
- Investigating who changed or accessed a resource
google/skills☆ 21.5KUpdated Oct 21, 2026
Create or improve unit tests for Apache ShardingSphere classes. Cover the target class’s behavior and affected branches, verify explicitly requested coverage goals, and consolidate suitable scenarios into parameterized tests, which run the same checks with different inputs.
- Add missing unit tests for a target class
- Verify an explicitly requested coverage target
- Consolidate suitable tests with different input data
apache/shardingsphere☆ 20.8KUpdated Oct 21, 2026
Find concrete LifeOS improvements in Anthropic updates, practitioner examples, and internal reflections. Check each candidate against the current setup, previous decisions, and compatibility, then present actionable recommendations tied to specific files or components.
- Checking Anthropic updates for LifeOS improvements
- Finding improvements in internal reflections
- Researching a candidate feature in more detail
danielmiessler/LifeOS☆ 19.5KUpdated Sep 4, 2026