Monitoring
Logging, metrics, and observability
root-cause-analysis
by kopai-app
Analyze telemetry data for root cause analysis using Kopai CLI. Use when debugging errors, investigating latency issues, tracing request flows across services, or correlating logs with traces.
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.
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.
marketplace-liquidity
by liqiongyu
"Diagnose and improve marketplace liquidity (match rate/fill rate, time-to-match, reliability) by segment. Produces a Marketplace Liquidity Management Pack: liquidity definition + metric tree, fragmentation map, segment scorecard, supply/demand bottleneck diagnosis, experiment backlog, measurement plan, and operating cadence. Use for Growth teams running two-sided marketplaces."
building-a-promotion-case
by liqiongyu
"Build a promotion case and produce a Promotion Case Pack (target role + timeline, ladder mapping, evidence log, impact narrative, manager alignment plan, sponsor/visibility map, submission-ready promo doc). Use for promotion packet, getting promoted, leveling up, career ladder, promotion committee. Category: Career."
cross-functional-collaboration
by liqiongyu
"Lead cross-functional collaboration by producing a Cross-Functional Collaboration Pack (mission charter, stakeholder/incentives map, roles & expectations contract, operating cadence, decision log, conflict + credit norms). Use for cross-functional collaboration, working with engineering, working with design, reducing execution friction."
evaluating-candidates
by liqiongyu
"Make an evidence-based hiring decision and produce a Candidate Evaluation Decision Pack (criteria + scorecard, signal log, work sample/trial plan + rubric, reference check script + summary, decision memo). Use for candidate evaluation, hiring decisions, reference checks, work samples/take-homes, and hiring bar calibration. Category: Hiring & Teams."
career-transitions
by liqiongyu
"Plan and execute a career transition and produce a Career Transition Pack (progress metric + push/pull map, target archetypes, option scorecard, opportunity pipeline + outreach scripts, skills plan, 4–12 week experiment plan). Use for career change, career pivot, career transition, switching roles. Category: Career."
new-relic
by BagelHole
Configure New Relic observability platform for infrastructure and application monitoring. Set up APM agents, create dashboards, configure alerts, and implement distributed tracing. Use when implementing full-stack observability with New Relic One.
prometheus-grafana
by BagelHole
Set up metrics collection and visualization with Prometheus and Grafana. Configure scrape targets, create PromQL queries, build dashboards, and implement alerting. Use when implementing monitoring, metrics collection, or visualization for applications and infrastructure.
logging
by florianbuetow
This skill should be used when the user asks to "check for logging issues", "analyze security logging", "find missing audit logs", "check for log injection", "audit monitoring configuration", or mentions "logging", "audit trail", "log injection", "monitoring", or "alerting" in a security context. Maps to OWASP Top 10 2021 A09: Security Logging and Monitoring Failures.
data-flows
by florianbuetow
This skill should be used when the user asks to "map data flows", "trace data through the system", "show how data moves", "identify trust boundaries", "find where data is encrypted or decrypted", "map PII flows", or "trace input to storage". Also triggers when the user asks about data transformation pipelines, where sensitive data is processed, or how user input reaches databases or external services.
repudiation
by florianbuetow
This skill should be used when the user asks to "check for repudiation", "analyze audit logging", "find logging gaps", or mentions "repudiation" or "non-repudiation" in a security context. Maps to STRIDE category R.
pywayne-adb-logcat-reader
by 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.
pywayne-maths
by wangyendt
Mathematical utility functions for factorization, digit counting, and large integer multiplication using Karatsuba algorithm. Use when solving number theory problems, computing factors, counting digit occurrences, or performing optimized large integer multiplication.
pywayne-bin-cmdlogger
by 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.
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".
joko-moltbook
by oyi77
Queue-driven Moltbook posting agent with deduplication and monitoring
git
by LdotJdot
"Git operations via shell. Use when: commit, push, pull, branch, status, diff, log, or other git commands. Use exec to run git."
testing-dags
by necatiarslan
Complex DAG testing workflows with debugging and fixing cycles. Use for multi-step testing requests like "test this dag and fix it if it fails", "test and debug", "run the pipeline and troubleshoot issues".
airflow
by necatiarslan
Manages Apache Airflow operations including listing, running, and debugging DAGs, viewing logs, and checking server status using the VS Code extension tools.
tracing-upstream-lineage
by necatiarslan
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.
pm-roadmap
by majesticlabs-dev
Use when planning product roadmaps with Now/Next/Later horizons. Not for feature prioritization (use pm-prioritization).
pmf-validation
by majesticlabs-dev
Validate product-market fit through assumption testing, customer discovery, and MVP strategy.