Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
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Review a diff for clarity and safe simplifications, then optionally apply low-risk fixes.
Find which APIs of a project's pinned Python dependencies changed after the model's training cutoff, where the code uses them, and write short AGENTS.md or CLAUDE.md notes.
Plan or restructure website hierarchy, navigation, URL patterns, breadcrumbs, and internal linking. Use when mapping pages, sections, and site structure, but not for XML sitemap...
Prove a data/AI/agent workflow end to end on a tiny sample, find cheap wins, then scale in cost-gated steps within budget.
Pre-install review framework for AI agent skills: inspect complete content, permissions, dependencies and suspicious behavior before activation.
Validate Claude Code skills against the agentskills specification. Catches structural, semantic, and naming issues before users do.
Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
Create and review reusable skill drafts with bundled Python scaffolding, basic frontmatter validation and ZIP packaging helpers. Use for skill authoring and packaging; verify...
Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, using an illustrative custom hook architecture and concise progressive disclosure...
Skill gap register: employee, skill area, current against required level, gap severity and recommended training. Use for capability planning.
Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards. Use when improving a skill with multiple quality issues, iterating on a...
Validate and install explicitly selected local skill trees into a workspace, with full-tree Claude registration, backups and ZIP packaging.
Preview conservative tool-name translations and copy complete local skill bundles for manual adaptation to Google Antigravity.
Analyze Rails apps and provide upgrade assessments
Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their...
Scan agent skills for security issues before adoption. Detects prompt injection, malicious code, excessive permissions, secret exposure, and supply chain risks.
Audit an Agent Skill, MCP server, connector, or desktop extension before installation by tracing code, dependencies, permissions, credentials, data flow, and irreversible actions.
Convert approved documentation, repositories, or PDFs into an agent skill using the Skill Seekers workflow, then review the generated content.
Auditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e relatorios de saude.