Explore one problem through several distinct perspectives to uncover hidden requirements and edge cases. Turn the findings into testable success criteria, refinements, and failure conditions, stopping when additional perspectives no longer produce new requirements.
- Finding overlooked requirements before starting work
- Reviewing a problem from stakeholders' perspectives
- Exploring failure modes and changes over time
danielmiessler/LifeOS☆ 19.5KUpdated Sep 4, 2026
Analyze live Ahrefs data to review backlinks, linking websites, organic search keywords, and popular content by topic. Get site rating metrics, estimated search traffic, and country breakdowns to assess a site's search presence and plan further investigation.
- Review linking websites and backlink characteristics
- Check organic search keywords and ranking distributions
- Compare estimated search traffic by country
AgriciDaniel/claude-seo☆ 19.4KUpdated Oct 5, 2026
Build distinct, working versions of one interface component and compare them at full size using a visual picker. Explore differences in layout, interaction, or motion, then integrate the version you choose into the project.
- Compare different layouts for a pricing card
- Try several notification interaction designs
- Explore motion choices for a hold-to-delete button
spree/spree☆ 15.8KUpdated Oct 19, 2026
Create a small interactive HTML playground to explore how something works. It packages an explanation, simulation, or simple game into one screen, with clearly labeled keyboard controls and no network requests or external assets.
- Explore a mechanism through interactive controls
- Step through a simulation on one screen
- Explain an idea through a simple game
yc-software/qm☆ 15.5KUpdated Oct 19, 2026
Explore roads, lanes, and junctions in a CARLA simulation map through text reports and visual overlays. Locate places described in everyday language, inspect nearby lane details, and trace a path forward or backward along a lane.
- Understand a map's road and lane layout
- Compare the road network overlay with visible roads
- Locate the four-way junction nearest the map center
carla-simulator/carla☆ 14.5KUpdated Oct 20, 2026
Turn an idea into a goal package for /goal. Collect decisions through Plannotator, review testable requirements, explore the codebase, and produce an approved execution plan with verification steps and a clear completion condition.
- Turning a rough feature idea into testable requirements
- Agreeing on scope and success criteria before implementation
- Creating an execution plan grounded in the codebase
backnotprop/plannotator☆ 9.5KUpdated Oct 19, 2026
Create three distinct versions of one interface component and compare them at full size on the actual page. Explore a chosen design dimension, review each option's tradeoffs, and integrate the selected version while removing the temporary comparison controls.
- Compare alternative structures for one component
- Explore different spacing and density levels
- Share links to individual design options
jakubkrehel/skills☆ 8.1KUpdated Oct 13, 2026
Explore a web application as a user to find bugs and usability problems. Produce a structured report with reproducible steps, screenshots, and videos for interaction issues, giving responsible teams clear evidence to investigate.
- Checking core workflows before release
- Finding usability problems in forms and navigation
- Preparing bug reports with reproduction evidence
mvschwarz/openrig☆ 7.9KUpdated Oct 20, 2026
Search chemical substances by name or ChEBI ID, retrieve compound details and structure metadata, and explore parent–child relationships in chemical classifications. Results are presented as concise summaries, with raw JSON available on request.
- Find chemical substances by name
- Look up compound details by ChEBI ID
- Explore parent and child chemical classifications
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Create and refine visuals for ads, social posts, product imagery, logos, charts, and related design work. Compare distinct directions on a shared board in the Creative Production app, then select and revise preferred results.
- Compare visual directions for an advertising campaign
- Create product imagery in realistic settings
- Explore logo and brand style options
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Choose, create, and review software diagrams that explain structure, interactions, workflows, states, or data relationships. Select suitable notation and rendering tools, then plan static exports or interactive views with readable layouts, accessible controls, and validation.
- Explain login interactions with a sequence diagram
- Turn a database schema into an entity relationship diagram
- Document application architecture with C4
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Explore and configure an Nx monorepo, where multiple projects share one repository. Inspect resolved project settings, identify projects affected by changes, and improve project boundaries, build caching, and CI/CD pipelines.
- Exploring applications and shared libraries in an Nx workspace
- Checking which projects a change affects
- Configuring project boundaries and build caching
tech-leads-club/agent-skills☆ 7.1KUpdated Oct 17, 2026
Explore an early software idea through an interview, clarify the problem, and decide whether to proceed. Produce a design document covering decisions, flows, data structures, and interface agreements so others can plan the work.
- Clarifying the problem behind a proposed feature
- Deciding whether to build, postpone, or reduce scope
- Exploring alternatives before committing to development
tech-leads-club/agent-skills☆ 7.1KUpdated Oct 17, 2026
Manage a project's stored materials through inventory, migration, archiving, and ranking based on verified source reads. Changes follow owner approval, preserve material references, and include validation records and rollback procedures.
- Inventory stored materials before migration
- Rank reading candidates using verified sources
- Archive materials while preserving references
loopx-project/loopx☆ 6.4KUpdated Oct 19, 2026
Explore how a website provides data or handles actions, then turn verified methods into a reusable Skill package with SKILL.md and Python scripts. The workflow includes testing, installation, and execution when requested.
- Turn recurring website tasks into reusable Skills
- Investigate how a site loads its data
- Build a verified method for bulk data collection
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Learn from top Kaggle solutions across text, images, time series, tabular data, and multimodal tasks that combine data types. Explore technical analyses, model settings, reusable code templates, and practical lessons to inform machine learning projects.
- Study top solutions for a Kaggle competition
- Find proven methods for a machine learning task
- Explore reusable machine learning code templates
Galaxy-Dawn/claude-scholar☆ 5.8KUpdated Oct 19, 2026
Set up a persistent Microsoft Testing Platform console host that applies code edits and automatically reruns tests. It covers package setup, test selection, and restarting the host when an edit cannot be applied while running.
- Setting up MTP console hot reload
- Automatically rerunning selected tests after edits
- Restarting after unsupported code changes
dotnet/skills☆ 5.7KUpdated Oct 20, 2026
Review a codebase for design friction and compare refactoring candidates in an HTML report with before-and-after diagrams. Then explore a chosen candidate through questions about constraints, module design, and testing.
- Find design problems in frequently changed code
- Compare refactoring candidates with diagrams
- Explore constraints and tests for a chosen improvement
vinvcn/mattpocock-skills-zh-CN☆ 5.1KUpdated Oct 20, 2026
Match blockchain transactions in TRES to customer invoices or vendor bills in a connected ERP accounting system. Review ranked candidates, choose the payment account, and approve linking, optional fiat value adjustments, and synchronization to Xero, QuickBooks Online, or NetSuite.
- Finding the vendor bill paid by a blockchain transaction
- Locating a payment for a customer invoice
- Reviewing and adjusting a transaction's fiat value
anthropics/claude-plugins-community☆ 4.7KUpdated Oct 19, 2026
Generate 15–20 research directions from a question, topic, or data opportunity, then narrow them to 5–7 candidates. Receive ranked ideas with feasibility assessments, key risks, confidence scores, and reasons for rejecting the others.
- Explore research directions from a broad topic
- Find research uses for newly available data
- Compare ideas by feasibility and contribution
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Find and assess datasets for a research question. Dispatches Explorer agents to search across data source categories, then Explorer-Critic to stress-test each candidate. Produces a ranked list with feasibility grades. Make sure to use this skill whenever the user wants to identify or evaluate data sources — not to search for papers or run analysis. Triggers include: "find data", "what data should I use", "find a dataset for this", "where can I get data on X", "assess datasets", "what datasets exist for", "help me find data", "is there data on this", "what are my data options", "I need data for this project", or any request to locate empirical data sources for a research question.
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brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
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zebbern/claude-code-guide☆ 4.7KUpdated Oct 20, 2026
Explore SQLite and PostgreSQL databases: list tables, inspect schemas (columns/types/constraints), preview data, generate Mermaid ER diagrams, and run safe read-only queries. Triggered by requests to explore a database, view table structures, describe tables, generate diagrams, or query data, and by keywords like database exploration, schema, ER diagram, or SQL query.
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zebbern/claude-code-guide☆ 4.7KUpdated Oct 20, 2026
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)
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parcadei/Continuous-Claude-v3☆ 3.9KUpdated Jan 27, 2026