Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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learning
Compounding knowledge across projects and teams. Captures, searches, and promotes institutional learnings via tiered backends (local/qmd/agent-fs).
desplega-ai/ai-toolbox 20
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implementing
Plan implementation skill. Executes approved technical plans phase by phase with verification checkpoints.
desplega-ai/ai-toolbox 20
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questioning
One-shot question answering using the research process. Answers inline without generating documents, then offers handoff to brainstorm or research.
desplega-ai/ai-toolbox 20
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verifying
Post-implementation plan verification. Cross-references plans against actual changes for completeness and accuracy.
desplega-ai/ai-toolbox 20
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researching
Comprehensive codebase research skill. Documents codebase as-is by spawning parallel sub-agents and synthesizing findings into research documents.
desplega-ai/ai-toolbox 20
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qa
Functional validation skill. Captures test evidence (screenshots, recordings, links) and produces QA reports in thoughts/*/qa/.
desplega-ai/ai-toolbox 20
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brain-expert
Personal knowledge management expert for the brain CLI. Use when users want to capture notes, search their knowledge base, or manage their second brain.
desplega-ai/ai-toolbox 20
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swarm-expert
Multi-agent coordination expert for agent-swarm MCP. Use when the user asks about swarm coordination, delegating tasks to agents, checking swarm status, agent messaging, or managing multi-agent workflows.
desplega-ai/ai-toolbox 20
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remarkable-expert
reMarkable tablet expert. Use when users want to list, download, or upload files to their reMarkable tablet.
desplega-ai/ai-toolbox 20
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process-review
Process review comments in a file after user finishes reviewing in file-review GUI. Extracts HTML comment markers, guides Claude through addressing each comment interactively, and removes resolved markers.
desplega-ai/ai-toolbox 20
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file-review-install
Install the file-review tool. Use when user needs to install file-review on a new machine or asks how to set it up.
desplega-ai/ai-toolbox 20
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file-review
File review tool — launch GUI, process comments, or install. Use when user mentions file-review, reviewing files, leaving comments, or processing review comments.
desplega-ai/ai-toolbox 20
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gitsite-content-manager
自动管理 GitSite 静态网站生成器项目的 blogs、books 和 pages 内容。当用户需要创建博客文章、书籍章节、书籍或静态页面时使用此 skill。该 skill 会自动创建正确的目录结构、生成带有完整 frontmatter 的 Markdown 模板文件，并提供内容管理的 Python 脚本。适用于使用 GitSite CLI 构建的静态网站项目。
Orangon/Learning2Peak
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notebooklm-ppt-designer
国际一流PPT设计架构师，将内容素材（讲稿/主题词/大纲）转化为可直接执行的PPT设计方案。适用于：(1) 根据演讲稿生成PPT设计提示词，(2) 将主题词扩展为完整PPT设计方案，(3) 为内容大纲选择最佳视觉形式，(4) 生成符合品牌视觉规范的设计参数，(5) 输出Gamma Pro等工具可用的生成指令。当用户提及"PPT设计"、"演示文稿"、"幻灯片"、"presentation"、"slides"、"设计方案"、"NotebookLM"、"Gamma"、"Keynote风格"等关键词时触发。
Orangon/Learning2Peak
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playwright-browser
Use when capturing screenshots, automating browser interactions, or scraping web content. Covers Playwright Python API for page navigation, screenshots, element selection, form filling, and waiting strategies.
FunnelEnvy/agents_webinar_demos 1
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bq-query-optimization
Use when writing BigQuery queries, optimizing query performance, analyzing execution plans, or avoiding common SQL gotchas. Covers parameterized queries, UDFs, scripting, window functions (QUALIFY, ROW_NUMBER, RANK, LEAD/LAG), JSON functions, ARRAY/STRUCT operations, BigQuery-specific features (EXCEPT, REPLACE, SAFE_*), CTE re-execution issues, NOT IN with NULLs, DML performance, Standard vs Legacy SQL, and performance best practices.
FunnelEnvy/agents_webinar_demos 1
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n8n-workflow
Use when creating, deploying, or managing N8N workflows. Automatically uses N8N_HOST and N8N_API_KEY from environment.
FunnelEnvy/agents_webinar_demos 1
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gcp-bq-data-loading
Use when loading data into BigQuery from CSV, JSON, Avro, Parquet files, Cloud Storage, or local files. Covers bq load command, source formats, schema detection, incremental loading, and handling parsing errors.
FunnelEnvy/agents_webinar_demos 1
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gcp-cli-gotchas
Use when encountering gcloud or bq CLI formatting errors, quote escaping issues, command substitution problems, or when debugging CLI commands. Provides solutions for backtick usage, heredoc syntax, timestamp filters, parameter escaping, and multiline command formatting.
FunnelEnvy/agents_webinar_demos 1
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gcp-bq-table-management
Use when creating BigQuery tables, implementing partitioning or clustering, managing table schemas, or optimizing table structure. Covers time-based partitioning, range partitioning, clustering strategies, DDL commands, and table configuration.
FunnelEnvy/agents_webinar_demos 1
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hubspot-crm
Use when syncing contacts or lists to HubSpot CRM. Automatically uses HUBSPOT_API_TOKEN from environment.
FunnelEnvy/agents_webinar_demos 1
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codex-qa
Use OpenAI Codex CLI to answer questions about code, analyze files, or perform read-only codebase exploration. Invoke this skill when the user asks to use Codex, wants a second opinion from another AI agent, or wants to compare Claude's answer with Codex's response.
FunnelEnvy/agents_webinar_demos 1
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gemini-qa
Use Google Gemini CLI to answer questions about code, analyze files, or perform codebase exploration. Invoke this skill when the user asks to use Gemini, wants a second opinion from another AI, or wants to compare Claude's answer with Gemini's response.
FunnelEnvy/agents_webinar_demos 1
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gcp-bq-data-export
Use when exporting BigQuery data to Cloud Storage, extracting tables to CSV, JSON, Avro, or Parquet formats, or using EXPORT DATA statements. Covers bq extract command, format options, compression, and wildcard exports.
FunnelEnvy/agents_webinar_demos 1