监控
日志、指标与可观测性
pywayne-adb-logcat-reader
wangyendt
Android device logcat reader for real-time log monitoring. Use when working with pywayne.adb.logcat_reader module to read Android device logs via adb logcat command, supporting both C++ backend (faster) and Python backend (subprocess) with generator-style output for streaming logs.
wicked-garden-platform-health
mikeparcewski
System health overview from discovered observability sources. Aggregates errors, performance metrics, and SLO status across services. Correlates with deployments and code changes. Use for proactive health monitoring and post-deployment validation. Use when: checking aggregated system health, validating a post-deployment state, correlating production status with recent changes, "how is production", "check system health", or any former /wicked-garden:platform:health invocation. NOT for plugin-level diagnostics (use the observability sub-skill) or distributed tracing (use the platform domain skill's traces action).
pywayne-bin-cmdlogger
wangyendt
Execute commands with full I/O logging. Use when users need to record the complete execution of a command including stdin, stdout, and stderr to a log file while maintaining real-time console output. Triggered by requests to log, record, monitor, or trace command execution, especially for builds, long-running scripts, debugging sessions, or CI/CD processes.
wicked-garden-platform-errors
mikeparcewski
Use when investigating a production error spike or pattern across services — aggregates errors from discovered tracking sources, correlates with deployments, and assesses user impact. NOT for general observability (use platform/observability) or tracing latency (use the platform:traces command).
wicked-garden-engineering-debugging
mikeparcewski
Systematic debugging and root cause analysis for investigating errors, diagnosing complex issues, and performance profiling. Use when: "debug this error", "why is this failing", "root cause analysis", "fix this bug", "investigate crash", "stack trace", "not working"
commit
Donngi
コミット規約に沿ったコミットを作成する（変更の分類・分割も自動判断）。ユーザーが「コミットして」「変更をコミット」「/commit」などと言った場合に使用。Conventional Commitsを基本とした規約に従い、適切なtype/scope/subjectを自動生成。複数の論理単位に分割すべき変更は自動判断して複数コミットに分割する。
Lint Hunter
udapy
Debugging compiler errors and tracing lifetimes.
log-analysis
DoubleslashSE
Log parsing techniques and analysis methodologies for infrastructure troubleshooting. Use when retrieving, parsing, or analyzing logs from any platform.
douyin-live
haoanlan
"抖音直播间常驻监控 + 自动报告。后台守护进程持续运行，自动检测开播/下播，下播后生成分析报告并通过飞书推送"
ceo-advisor
ovachiever
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.
dspy-gepa-reflective
OmidZamani
This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mentions "GEPA optimizer", "LLM reflection", "execution trajectories", "agentic systems optimization", or needs to optimize complex multi-step agents using textual feedback on execution traces.
dspy-finetune-bootstrap
OmidZamani
This skill should be used when the user asks to "fine-tune a DSPy model", "distill a program into weights", "use BootstrapFinetune", "create a student model", "reduce inference costs with fine-tuning", mentions "model distillation", "teacher-student training", or wants to deploy a DSPy program as fine-tuned weights for production efficiency.
logging-best-practices
nbbaier
Use before implementing logs in a medium to large scale production system.
dspy-miprov2-optimizer
OmidZamani
This skill should be used when the user asks to "optimize a DSPy program", "use MIPROv2", "tune instructions and demos", "get best DSPy performance", "run Bayesian optimization", mentions "state-of-the-art DSPy optimizer", "joint instruction tuning", or needs maximum performance from a DSPy program with substantial training data (200+ examples).
dspy-debugging-observability
OmidZamani
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow with DSPy", mentions "inspect_history", "custom callbacks", "observability", "production monitoring", "cost tracking", or needs to debug, trace, and monitor DSPy applications in development and production.
dspy-evaluation-suite
OmidZamani
This skill should be used when the user asks to "evaluate a DSPy program", "test my DSPy module", "measure performance", "create evaluation metrics", "use answer_exact_match or SemanticF1", mentions "Evaluate class", "comparing programs", "establishing baselines", or needs to systematically test and measure DSPy program quality with custom or built-in metrics.
dspy-bootstrap-fewshot
OmidZamani
This skill should be used when the user asks to "bootstrap few-shot examples", "generate demonstrations", "use BootstrapFewShot", "optimize with limited data", "create training demos automatically", mentions "teacher model for few-shot", "10-50 training examples", or wants automatic demonstration generation for a DSPy program without extensive compute.
refactoring-advisor
armanzeroeight
Provides refactoring recommendations and step-by-step improvement plans. Use when planning refactoring, improving code structure, or reducing technical debt.
infrastructure-monitor
armanzeroeight
Set up monitoring, logging, and alerting for infrastructure and applications. Use when implementing observability, creating dashboards, or configuring alerts.
aws-cost-optimizer
armanzeroeight
Analyze and optimize AWS costs with recommendations for Reserved Instances, right-sizing, and resource cleanup. Use when reducing AWS spending, analyzing costs, or optimizing cloud infrastructure expenses.
Incident runbook
LinuxDevil
The incident-response playbook - severity triage, signal correlation, the remediation risk tiers and how to close out an incident. Load during a live incident for the full procedure.
springboot-patterns
Ashfaqbs
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
java-coding-standards
Ashfaqbs
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
gsap-sequencing
Bbeierle12
Complex GSAP timelines including labels, callbacks, nested timelines, and position parameters. Use when orchestrating multi-step animations, building animation sequences, or creating coordinated motion. Essential for cinematic animations and complex UI choreography.