Monitoring
Logging, metrics, and observability
gromacs-protein-analysis
by CharlesHahn
"蛋白质分子动力学模拟分析的流程知识指南。当 Agent 需要执行某个分析但不清楚具体流程时调用。涵盖九种核心分析的完整工作流：(1) PBC 修正 - 消除周期性边界伪影，居中蛋白质/配体；(2) RMSD 分析 - 测量结构稳定性和模拟收敛性；(3) RMSF 分析 - 评估每个残基的灵活性；(4) 回转半径分析 - 评估蛋白质紧密性和折叠状态；(5) SASA 分析 - 研究溶剂可及性和表面性质；(6) DCCM 分析 - 动态互相关矩阵，研究原子间相关运动；(7) RDCM 分析 - 残基距离接触矩阵，分析残基间空间关系；(8) PCA 分析 - 主成分分析，识别集体运动和构象变化；(9) FEL 分析 - 自由能景观映射，使用 RMSD/Gyrate 或 PCA 作为反应坐标。包含分析间的依赖关系说明（如 FEL 依赖 PCA 或 RMSD/Gyrate 结果）。"
ab-test-setup
by VladimirBrejcha
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.
audit-log
by melodic-software
View audit log entries for all component types (skills, commands, agents, hooks, etc.) to monitor audit health and track coverage
risk-analysis
by melodic-software
Risk analysis using risk registers, probability/impact matrices, and mitigation planning. Identifies, assesses, and manages project, business, and technical risks with structured response strategies.
commit-push-sync
by yulonglin
This skill should be used when the user asks to "commit and push", "commit push", "sync changes", "push changes", "commit and sync", or "update remote". Handles the full workflow of committing changes, pulling with rebase, and pushing to remote.
analyze-code
by doodledood
Deep code analysis using consultant agent. Identifies technical debt, risks, and improvement opportunities.
solo-retro
by fortunto2
Post-pipeline retrospective — parse logs, score process quality, find waste patterns, suggest skill/script patches. Use after pipeline completes or when user says "retro", "evaluate pipeline", "what went wrong", "pipeline review", "check pipeline logs".
prompt-engineering
by doodledood
'Craft or update LLM prompts from first principles. Use when creating new prompts, updating existing ones, or reviewing prompt structure. Ensures prompts define WHAT and WHY, not HOW.'
define-x-strategy
by doodledood
'Creates personalized X/Twitter growth strategy through guided interview. Based on algorithm-derived principles (exposure equation, phase model). Use when asked about X growth, Twitter strategy, building audience, or social media presence.'
decide
by doodledood
'Personal decision advisor for QUALITY over speed. Exhaustive discovery, option finding, sequential elimination, structured analysis. Use for investments, purchases, career, life decisions. Surfaces hidden factors, tracks eliminations with reasons, confident recommendations. Triggers: help me decide, should I, which should I choose, compare options, what should I do, weighing options.'
promote-on-x
by doodledood
'Promote a product by finding high-signal posts on X and crafting value-first replies. Uses Claude in Chrome for browser interaction and writing plugin for human-quality prose. Triggers: promote on twitter, promote on x, post replies on x, social media promotion.'
typo3-security
by dirnbauer
Security hardening checklist and best practices for TYPO3 v13/v14 installations, covering configuration, file permissions, and common vulnerabilities. Use when working with security, hardening, permissions, authentication, vulnerabilities.
golang-observability-opentelemetry
by bobmatnyc
"Instrumenting Go applications with OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with slog"
gplay-rollout-management
by tamtom
Staged rollout orchestration and monitoring for Google Play releases. Use when implementing gradual release strategies.
opentelemetry
by bobmatnyc
"OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting"
contract-management
by kishorkukreja
When the user wants to manage supplier contracts, negotiate terms, track compliance, or optimize contract performance. Also use when the user mentions "contract lifecycle," "contract negotiation," "SLA management," "contract compliance," "renewal management," "terms and conditions," "pricing clauses," or "contract analytics." For supplier selection, see supplier-selection. For spend analysis, see spend-analysis.
Root Cause Tracing
by bobmatnyc
Systematically trace bugs backward through call stack to find original trigger
astronomy-and-astrophysics-expert
by sandraschi
Expert guidance across solar physics, planetary science, stellar evolution, cosmology, and observational techniques with 2025 mission data
refactoring-advisor
by armanzeroeight
Provides refactoring recommendations and step-by-step improvement plans. Use when planning refactoring, improving code structure, or reducing technical debt.
quantification-metrics-processfeature-name
by vamseeachanta
'Sub-skill of quantification-metrics: [Process/Feature Name] (+1).'
dspy
by vamseeachanta
Compile prompts into self-improving pipelines with signatures, modules, optimizers, and programmatic prompt engineering
bash-cli-framework
by vamseeachanta
Universal bash CLI patterns for colors, logging, headers, and error handling
dspy-5-evaluation-and-metrics
by vamseeachanta
'Sub-skill of dspy: 5. Evaluation and Metrics (+1).'
code-history
by 2ykwang
"Trace git history of specific code — find when functions, patterns, or files were added, modified, or removed, and explain the intent behind each change."