Capture a public webpage through Latchshot and save a local PNG, JPEG, or PDF. Use viewport images, full-page screenshots, or website thumbnails for reports, visual checks, archives, and social previews.
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Review and refine source-code comments and documentation attached to functions or other declarations. The skill removes redundant explanations, checks outdated TODOs, and preserves concise, evidence-based reasons and constraints that maintainers cannot readily infer from the code.
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Prepare repository contributions by checking existing guidelines, related issues, branch naming rules, commit formats, and pull request templates. Organize changes into logical commits and assemble submissions that follow the project's documented contribution process.
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Rank problems and proposed fixes using four scored criteria: expected benefit, implementation cost, deployment ease, and risk. The skill produces a sorted priority table with scoring rationales and explains why the top three items should come first.
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Create a Microsoft 365 Copilot agent that connects to external systems through MCP, a protocol for accessing tools and data. Generate project configuration, select available functions, configure authentication, and follow provisioning and testing steps.
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Simplify Java methods and constructors by removing unused or redundant parameters. The skill adjusts definitions and internal calls, preserves existing functionality, and returns complete Java 17 code with comments explaining each removed parameter.
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Move GitHub labels and Project V2 field values into organization-wide issue fields, structured properties shared across repositories. Review mappings and conflicts before migration, preserve existing values, and optionally remove migrated labels.
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Generate an MCP server, a service exposing tools to AI agents, and a Power Platform custom connector for Copilot Studio. Outputs include connector definitions, authentication settings, request handling, individual tools, and deployment configuration.
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Write and refine Javadoc comments for Java types and members. Apply consistent summaries and tags for parameters, return values, exceptions, inherited behavior, code examples, version information, and deprecated members with suggested alternatives.
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Create a structured review after a production incident, focusing on systems and processes without blaming individuals. Reconstruct events, quantify impact, investigate causes, and document specific follow-up actions with named owners and deadlines.
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Integrate external services by finding supported APIs and SDKs, the libraries used to call them. Use context-matic to check authentication, data definitions, and available methods, then guide implementation and record completed integration milestones.
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Build Helidon 4 applications on Java 21 or later with guidance for SE and MP. Apply practical patterns for HTTP endpoints, database access, configuration, testing, and security while accounting for API changes from Helidon 3.
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Clarify how a product differs from competitors and test whether buyers value that difference. The skill guides competitor messaging reviews, assessments of hard-to-copy strengths, wording comparisons, and a phased rollout of validated positioning.
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Design a partner program by defining value for your company, partners, and shared customers. Provides frameworks for partner tiers, phased pilots, joint marketing, and build-versus-partner decisions, with explicit measures for expanding or ending a partnership.
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Prevent recurring coding-agent mistakes by turning repository evidence into specific instructions, automated checks, regression tests, and failure records. Also checks whether guidance has become outdated and documents changes, verification results, and follow-up work in an adoption report.
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Plan programs that help developers adopt an API or platform. Compare open and curated ecosystems, map the developer journey, and organize documentation, community support, partnerships, and student programs around actual product usage.
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Create a Kotlin MCP server, which connects AI agents to external tools, using the official SDK. Generate a Gradle project with tool implementations, input validation, configuration, basic tests, and setup documentation.
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Design meeting schedules, weekly metric reports, and quarterly planning for growing companies. Clarify who makes decisions, assign owners to priorities, and structure written updates so teams can coordinate work and reserve meetings for issues needing discussion.
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Add boxes, arrows, labels, and color-coded highlights to screenshots and diagrams using Pillow. Includes automatic label placement, detection of changed image regions, and guidance for timing annotations in animated GIF demonstrations.
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Resize images, convert formats, create thumbnails, and inspect dimensions and metadata with ImageMagick. Process individual files or batches, selecting images by size or file type and preserving their proportions when resizing.
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Help junior developers and AI newcomers understand code through guided questions and progressive hints. Support debugging, concept learning, and critical review of AI-generated code so learners can explain their reasoning and work toward solutions themselves.
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Turn internal meeting transcripts or notes into concise minutes that emphasize decisions and next steps. Record attendees, decision reasons, assigned actions with deadlines, unresolved issues, and references in a consistent format for team follow-up.
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Consolidate established lessons from domain memory files into reusable agent instructions. Review proposed additions before merging, preserve details while reducing duplication, and remove merged entries from the memory file afterward.
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Plan pricing for APIs, SaaS, and developer tools using customer value and service costs. Compare pricing models, define free tier limits, structure enterprise offers, and assess when and how to raise prices.
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