Monitoratge
Registres, mètriques i observabilitat
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.
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.
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.
speckit-implement-zh
forztf
通过测试与验证为先的方式，按序执行并实现已批准的规范提案。用于实施变更、应用提案、执行规范任务或按已批准计划构建。触发词包括 "speckit-implement", "speckit开发", "开发", "实施" "实现提案", "应用变更", "执行规范", "按顺序完成任务", "构建功能", "开始实施"。
Neovim LSP API Reference
ThePrimeagen
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git
LdotJdot
"Git operations via shell. Use when: commit, push, pull, branch, status, diff, log, or other git commands. Use exec to run git."
writing-product-briefs
bnadlerjr
"Write Product Briefs that align teams on goals before discovery. Use when defining a new product vision, articulating problem statements, creating one-pagers, or crafting north star scenarios. Produces vision documents with thesis/antithesis, target audience, metrics, and narrative scenarios."
insights-deck
mseok
"Generate timestamped Codex insights report and Beamer presentation. Runs $insights, archives HTML, then builds a rhetoric-driven deck from the findings."
session-log
mseok
"Create timestamped progress logs for research sessions. Detects multi-project sessions and creates separate logs per project. Enables continuity between Codex sessions."
monitoring-observability
ahmedasmar
Monitoring and observability strategy, implementation, and troubleshooting. Use for designing metrics/logs/traces systems, setting up Prometheus/Grafana/Loki, creating alerts and dashboards, calculating SLOs and error budgets, analyzing performance issues, and comparing monitoring tools (Datadog, ELK, CloudWatch). Covers the Four Golden Signals, RED/USE methods, OpenTelemetry instrumentation, log aggregation patterns, and distributed tracing.
testing-dags
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
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
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.
two-sigma-ml-at-scale
copyleftdev
Build trading systems in the style of Two Sigma, the systematic investment manager pioneering machine learning at scale. Emphasizes alternative data, distributed computing, feature engineering, and rigorous ML infrastructure. Use when building ML pipelines for alpha research, feature stores, or large-scale backtesting systems.
chaos-engineering-basics
KentoShimizu
"Design and execute controlled chaos experiments to validate resilience assumptions with explicit steady-state metrics, blast-radius limits, and abort rules. Use when reliability claims need evidence before wider rollout; do not use for active incident command or postmortem-only reporting."
tailor-full-time-india-remote-mcp-servers-ai-sre-distributed-systems
anupdavin
Auto-induced behavioral skill for scoring and tailoring Full-Time India Remote - MCP Servers, AI SRE & Distributed Systems job applications (Critic Verified Score: 98/100).
background-task-liveness
igor1309
Use when supervising a long-running background process — a build, test run, CI pipeline, deploy, or data job — and you need to choose what to poll, how often, how to tell a slow run from a wedged one, and how to keep monitor state across a teardown. Triggers on "monitor the build", "is it still running", "the build is hanging", "watch the deploy", "poll CI", "arm a monitor", "wedged", "stalled", "no output for a while", "background task".
clawdtalk-client
team-telnyx
ClawdTalk — Voice calls, SMS, and AI Missions for Clawdbot
monitoring-observability
pluginagentmarketplace
Prometheus, Grafana, logging, alerting, and data pipeline observability
learn
kevinslin
learn from the current session
social-media-content
Svenja-dev
Erstellt plattformoptimierte Social Media Inhalte für LinkedIn, X/Twitter, Discord, Reddit. B2B/MES-Industrie fokussiert.
changelog-generator
Svenja-dev
Automatische Release Notes aus Git Commits. Kategorisiert Commits (Features, Fixes, Breaking Changes), wandelt technische Sprache in kundenfreundliche Beschreibungen um. Aktivieren mit /changelog, /changelog v1.2.0..v1.3.0, oder /changelog --week.