监控
日志、指标与可观测性
session-end
lukeslp
End development sessions by committing work, running checkpoint orchestrator, and updating recommendations.
avnu
avnu-labs
Integrate avnu SDK for Starknet DeFi: token swaps with best-price routing, DCA recurring buys, native staking, gasless transactions via paymaster, and market data. Use when building Starknet trading, DEX aggregation, or DeFi automation features.
dev-terminal
parkerhancock
Terminal/PTY automation with persistent sessions. Use to run and interact with TUI applications, debug terminal apps, automate CLI workflows, or any terminal interaction. Trigger phrases include "run the TUI", "start the app", "debug the terminal", "interact with", "send keys", "what's on screen".
hybrid-cloud-networking
Krosebrook
Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.
antidote-threat-handler
starwreckntx
Detect and respond to ideological drift, sycophantic patterns, and alignment threats using the Antidote Protocol.
git-history-analyzer
carmandale
Performs archaeological analysis of git history to trace code evolution, identify contributors, and understand why code patterns exist. Use when you need historical context for code changes.
error-diagnostics-smart-debug
liuchiawei
"Use when working with error diagnostics smart debug"
ab-test-setup
fefogarcia
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
python-log-expert
StrayDragon
Expert guidance for Python logging libraries including structlog, standard logging, and log analysis. Use when working with Python logs, troubleshooting logging issues, implementing logging best practices, or analyzing structlog source code implementation. Includes complete structlog source code in source/structlog/ for deep implementation analysis. Requires structlog package.
Frontier of Understanding (NCTs)
Coowoolf
Before setting outcome goals, identify your understanding level. If you don't know the levers, set a learning goal, not a revenue goal. Don't commit to outcomes you can't control.
pricing-strategy
fefogarcia
"When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy."
deno-debugger
willkelly
Interactive debugger for Deno/TypeScript applications using the V8 Inspector Protocol. This skill should be used when investigating issues in Deno applications, including memory leaks, performance bottlenecks, race conditions, crashes, or any runtime behavior that requires step-by-step debugging, heap analysis, or CPU profiling. Provides CDP client tools, heap/CPU analyzers, and investigation tracking.
ai-teammate-model
Coowoolf
Use when designing AI agent products, defining roadmaps for agentic workflows, or evaluating how to evolve AI from passive tool to proactive partner in software development
absolute-volume-framework
Coowoolf
Use in power-law businesses like platforms or VC, when conversion rate optimization shrinks your funnel, or when efficiency metrics block potential outlier winners
infra-cost
jforksy
Analyze and optimize cloud infrastructure costs, identify waste, and track spend efficiency
data-analyst
mmcmedia
Analyze data structures, define metrics, KPIs, and reporting requirements for business dashboards and analytics systems. Use when McKinzie needs to understand what data to track, how to measure performance, or what should be displayed on dashboards across her content sites, Etsy shops, and business portfolio.
observability-patterns
mindmorass
Observability patterns for metrics, logs, and traces. Use when implementing monitoring, setting up Prometheus/Grafana, configuring logging pipelines, implementing distributed tracing, or designing alerting systems.
creative-chronicle-log
starwreckntx
Document creative decisions and protocol evolution in structured chronicle format.
brainstorming
liuchiawei
Use this skill before any creative or constructive work (features, components, architecture, behavior changes, or functionality). This skill transforms vague ideas into validated designs through disciplined, incremental reasoning and collaboration.
deno-sandbox
donjo
Use when building features that execute untrusted user code, AI-generated code, or need isolated code execution environments
pii-sanitizer
jorgealves
Detects and redacts Personally Identifiable Information (PII) like emails, phone numbers, and credit cards. Use when cleaning logs, datasets, or communications to comply with GDPR/CCPA privacy standards.
error-diagnostics-error-analysis
liuchiawei
"You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions."
data-pipelines
AlexanderStephenThompson
ETL patterns, orchestration, and data pipeline architecture
shortening-feedback-loops
Coowoolf
Use when decisions seem to require years to evaluate, when hiding behind long-term vision to avoid accountability, or when struggling to learn from venture/product bets in real-time