self-reflection
Continuous self-improvement through structured reflection and memory
senior-data-engineer
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues.
senior-data-scientist
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.
seo-competitor-analysis
Deep SEO competitor analysis — keyword mapping, backlink profiling, content strategy audit, SERP share analysis, and technical SEO comparison. Use when user asks to 'analyze competitor SEO', 'competitor keyword analysis', 'backlink comparison', 'SEO competitive intelligence', 'competitor content strategy', or 'SEO gap analysis'.
seo-strategy
Build and execute an SEO strategy for organic search traffic. Use when planning keyword targeting, optimizing content for search engines, building backlinks, improving site structure, or troubleshooting SEO issues. Covers keyword research, on-page SEO, technical SEO basics, link building, and tracking rankings. Trigger on "SEO", "search engine optimization", "rank on Google", "keyword research", "SEO strategy", "organic traffic", "improve search rankings", "SEO for [my site/business]".
seq-wrangler
Sequence QC, alignment, and BAM processing. Wraps FastQC, BWA/Bowtie2, SAMtools for automated read-to-BAM pipelines.
serp-analysis
Analyze Google SERP (Search Engine Results Pages) — featured snippets, PAA (People Also Ask), AI Overview, knowledge panels, local packs. Detect AI Overview trigger conditions and optimize content to be cited by AI. Use when user asks to 'analyze SERP', 'check search results', 'AI Overview analysis', 'featured snippet optimization', 'PAA research', or 'how to get cited by Google AI'.
session-logs
Search and analyze your own session logs (older/parent conversations) using jq.
setting-okrs-goals
Help users set effective OKRs and goals. Use when someone is creating quarterly objectives, defining key results, setting team goals, planning annual targets, or struggling with goal alignment across their organization.
shell-expert
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ship-tauri-python-sidecar
Build and release Tauri apps with a Python sidecar. Use for WebView shells, PyInstaller bundles, version sync, installers, CI releases, lifecycle bugs, signing, or updates.
show-today
Priority tasks for today — checks live sources (email, calendar) before showing stale CSV data
showcase-video-builder
Build polished showcase and demo videos from screenshots, avatars, and text overlays using ffmpeg. Use when creating demo reels, hackathon presentations, product walkthroughs, or social media video content from static assets. Requires ffmpeg.
shrimp-coach
训练垂直领域 agent 的教练型 skill,用于按宪章、手册和复盘机制持续提升 agent 能力。
silicon-performance-reviewer
Quarterly Silicon Agent performance evaluation with ByteDance-style calibration, forced distribution ranking, dual-track (technical/management) assessment, and automated score calculation. Includes real evaluation forms, calibration meeting scripts, and PIP templates.
skill-amazon-ads
Amazon Ads API v3 skill for OpenClaw agents. List profiles, manage Sponsored Products campaigns, view budgets and performance. Works with any advertiser account.
skill-config-checker
扫描本地所有 skills,检测需要配置的 API keys、tokens、secrets 等,生成配置需求清单和操作指南。
skill-security-audit
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skill-security-auditor
Scan and audit AI agent skills for security risks before installation. Produces a
skills-search
Search skills.sh registry from CLI. Find and discover agent skills from the skills.sh ecosystem.
social-media-poster
社媒内容自动发布 - 支持多平台内容一键发布、定时推送、效果追踪。适用于自媒体、运营,品牌方。
software-architecture-design
Designs system structure across monolith/microservices/serverless. Use when structuring systems, scaling, decomposing monoliths, or choosing patterns.
Condition-Based Waiting
Replace arbitrary timeouts with condition polling for reliable async tests
Defense-in-Depth Validation
Validate at every layer data passes through to make bugs impossible
Root Cause Tracing
Systematically trace bugs backward through call stack to find original trigger
Subagent-Driven Development
Execute implementation plan by dispatching fresh subagent for each task, with code review between tasks
Systematic Debugging
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.
Test-Driven Development (TDD)
Write the test first, watch it fail, write minimal code to pass
Testing Anti-Patterns
Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.
Tracing Knowledge Lineages
Understand how ideas evolved over time to find old solutions for new problems and avoid repeating past failures
Using Git Worktrees
Create isolated git worktrees with smart directory selection and safety verification
Verification Before Completion
Run verification commands and confirm output before claiming success
spin-selling
Master the consultative sales methodology trusted by enterprise sales teams worldwide. Use Neil Rackham's research-backed question sequence to uncover needs and close complex deals. Use when: **Complex B2B sales** with long sales cycles; **High-value deals** requiring multiple stakeholders; **Solution selling** where discovery is critical; **Enterprise sales** with sophisticated buyers; **Consultative positioning** to differentiate from competitors
sql-optimization
Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.
sre-reliability-governance
为服务或平台设计可审查的可靠性治理方案,覆盖用户旅程 SLI/SLO、错误预算政策、容量模型、依赖与故障域、韧性和恢复、事故准备、变更风险分级及验证门。用于新服务上线前可靠性评审、重大架构或迁移设计、SLO/错误预算建立与复核、容量和灾备规划、事故准备度检查;不用于直接排障、部署、修改监控或操作生产系统。
ssh-manager
专业 SSH 连接管理工具。处理 Tailscale SSH、主机密钥、代理绕过、远程命令执行等操作。
static-code-analysis
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receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
kubernetes-specialist
Use when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, define network isolation rules, debug pod crashes, analyze resource limits, inspect container logs, or right-size workloads. Use for Helm charts, RBAC policies, NetworkPolicies, storage configuration, performance optimization, GitOps pipelines, and multi-cluster management.
raffle-winner-picker
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.
slack-gif-creator
Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".
metrics-review
Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden spike or drop, comparing performance against targets, or turning raw numbers into a scorecard with recommended actions.
redis-inspect
Inspect Redis cache keys, values, and TTLs for debugging. Supports both main cache and system cache. Use for debugging cache issues, checking cached values, and monitoring cache state. Read-only by default.
incident-response-incident-response
Use when working with incident response incident response
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
architecture-decision
Evaluate architecture options, document trade-offs, and write decision records. Use for ADRs, pattern selection, technology choices, or technical-debt decisions.
architecture-patterns
Software architecture patterns and best practices
article-material-collect
上层编排 Skill,通过 **Brave Search 发现 → 智能选择浏览器截图** 完成结构化素材采集。
article-to-infographic
长文/测评文章 → 知识视觉笔记套图(3-5张)。自动提炼核心逻辑、规划分镜、生成高阶图像Prompt(4模块结构)。支持手写笔记/思维导图/架构图/对比矩阵四种风格。Use when: 文章转知识笔记、知识笔记图片、思维导图、视觉笔记、长文转图、知识卡片、文章可视化、article to infographic、knowledge note。Output: 中文摘要 + 纯英文生图Prompt。Pair with vectronode-image/relay-image-gen to generate final images.
author-agent-suite
Create or audit an Agent Markdown suite. Use when defining AGENTS.md, identity, behavior, tools, reusable Skills, instruction precedence, safety boundaries, or loading rules.
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