Monitoring

Analytics

by omer-metin

logging-best-practices

by neondatabase

Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics

stock_analysis

by robinspt

Analyze A-share watchlist symbols, update daily K-line data, run monitor, and report status through the TickFlow Assist plugin.

tracing-upstream-lineage

by astronomer

Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data origins.

database-administrator

by nahisaho

Copilot agent that assists with database operations, performance tuning, backup/recovery, monitoring, and high availability configuration Trigger terms: database administration, DBA, database tuning, performance tuning, backup recovery, high availability, database monitoring, query optimization, index optimization Use when: User requests involve database administrator tasks.

loki-logging

by BagelHole

Configure Grafana Loki for log aggregation and analysis. Set up Promtail for log collection, write LogQL queries, and integrate with Grafana for visualization. Use when implementing lightweight log aggregation, especially in Kubernetes environments.

alerting-oncall

by BagelHole

Set up alerting rules, configure on-call rotations, and manage incident response workflows. Integrate with PagerDuty, Opsgenie, or Grafana OnCall for alert routing and escalation. Use when implementing alerting strategies and on-call management for production systems.

elk-stack

by BagelHole

Deploy and manage the ELK Stack (Elasticsearch, Logstash, Kibana) for log aggregation and analysis. Configure log pipelines, create visualizations, and implement log-based monitoring. Use when centralizing logs, implementing search functionality, or building log analytics platforms.

datadog-cli

by softaworks

Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.

lesson-learned

by softaworks

"Analyze recent code changes via git history and extract software engineering lessons. Use when the user asks 'what is the lesson here?', 'what can I learn from this?', 'engineering takeaway', 'what did I just learn?', 'reflect on this code', or wants to extract principles from recent work."

crash-debugging

by conorluddy

Crash log analysis, symbolication, and debugging workflows for iOS apps. Use when investigating app crashes, analyzing crash reports, symbolicating stack traces, or identifying root causes. Covers crash log retrieval, symbolication with dSYM files, stack trace analysis, and common crash patterns.

Trackio - Experiment Tracking for ML Training

by patchy631

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

pricing

by whawkinsiv

"Use this skill when the user needs to set pricing, design pricing tiers, choose value metrics, or test price changes. Covers pricing psychology, tier design, anchoring, self-selection mechanisms, and monetization strategy for SaaS."

monitor

by whawkinsiv

"Use this skill when the user needs to set up production monitoring, track app health, configure error alerts, or respond to incidents. Covers error tracking, uptime monitoring, performance metrics, and incident response for SaaS applications."

server-management

by vudovn

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

8bit-docs-patterns

by TheOrcDev

Create documentation with gaming-specific examples, retro styling, and 8-bit terminology. Apply when documenting gaming blocks, RPG components, or retro-styled UI elements.

log-analyzer

by zrt-ai-lab

全维度日志分析技能。自动识别日志类型（Java应用/MySQL Binlog/Nginx/Trace/告警），提取关键实体（IP、thread_id、trace_id、用户、表名等），进行根因定位、告警分析、异常洞察。支持100M+大文件。触发词：分析日志、日志排查、根因定位、告警分析、异常分析。

aws-collector-tool

by xuiltul

AWSインフラ情報収集ツール。ECS状態・CloudWatchログ・メトリクスを取得する。 Use when: ECS稼働確認、CloudWatchでエラーログ調査、メトリクス取得、AWSリソース監視が必要なとき。

product-architecture

by yannickYamo

Structure what you're building and why now. Use when organizing products into capability blocks, creating bet backlogs, building roadmaps, or writing solution briefs. Part of the Modern Product Operating Model collection.

datadog

by BagelHole

Implement Datadog monitoring and APM for infrastructure and applications. Configure agents, create dashboards, set up alerts, and implement distributed tracing. Use when implementing enterprise monitoring, APM, or unified observability platforms.

debug-tools

by adeonir

Iterative debugging workflow with confidence scoring and strategic log injection. Five phases: investigate, inject logs, propose fix, verify, cleanup. Use when: debugging unexpected behavior, silent errors, intermittent failures, or issues requiring runtime data. Triggers on "debug", "fix bug", "investigate", "trace issue", "add debug logs", "cleanup debug logs".

astronomy-and-astrophysics-expert

by sandraschi

Expert guidance across solar physics, planetary science, stellar evolution, cosmology, and observational techniques with 2025 mission data

growth

by whawkinsiv

"Use this skill when the user needs to design a product-led growth strategy, build viral loops, improve activation metrics, or reduce churn. Covers PLG funnels, activation metrics, viral mechanics, retention strategies, and growth systems."

trace

by ReinaMacCredy

Show agent execution timeline and performance summary