监控
日志、指标与可观测性
observability-and-instrumentation
MGallo-Code
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.
state-manager
biruk741
Manages the .hackathon/ state directory. Handles reading state, validating document schemas, checking phase status, and maintaining the changelog. Automatically invoked by other hackathon-pilot skills as a utility. Also use directly when you need to check or manipulate project state, fix corrupted state files, or manually transition phases.
debugging-strategies
TriNgo0108
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.
komorebi-docs
quantmind-br
Komorebi - A tiling window manager for Windows 10/11 that extends Microsoft's Desktop Window Manager. Use when configuring komorebi tiling layouts, managing windows/workspaces/monitors via komorebic CLI, setting up whkd/AutoHotkey hotkeys, customizing borders/animations/transparency, writing window rules, or troubleshooting komorebi issues. Keywords: komorebi, komorebic, tiling-window-manager, windows, workspace, layout, focus, move, stack, monitor, border, animation, whkd, autohotkey, configuration, padding, rules, floating, multi-monitor, status-bar.
buildgit
gclayburg
Jenkins CI/CD build pipeline monitor. Check build status, push and monitor builds, follow builds in real-time. Use when the user asks about CI/CD status, build results, wants to push code and monitor the Jenkins build, or asks if CI is passing. Triggers include "check build", "build status", "is CI passing", "is the build green", "push and watch", "push and monitor", "what failed in CI", "why did the build fail", "follow the build", "watch the build", "trigger a build", "run the build".
nl-monitor
stromy-org
"Recurring monitoring and alert product for Dutch parliamentary and legislative activity. Watches a defined topic/dossier/actor matrix over weekly windows and produces a weekly briefing: breaking alerts, dossier-status, forward agenda. Use whenever the user wants a topic or dossier set monitored on a cadence, asks for a weekly brief, asks 'what changed', wants a threshold alert on a watched dossier, or wants a re-runnable digest. Not for: single-dossier passage forecasting (→ nl-dossier-tracker); 6-36 month foresight (→ nl-horizon-scan); toezeggingen delivery tracking (→ nl-accountability); contradiction hunting (→ nl-tensions); a one-off pull-up-and-summarise on a named dossier with no recurring cadence (→ nl-gov-data)."
systematic-debugging
vilin1927
Four-phase debugging methodology with root cause analysis. Use when investigating bugs, fixing test failures, or troubleshooting unexpected behavior. Emphasizes NO FIXES WITHOUT ROOT CAUSE FIRST.
Cross-Site Scripting and HTML Injection Testing
jcastillotx
This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection vulnerabilities", "steal cookies via XSS", or "bypass content security policies". It provides comprehensive techniques for detecting, exploiting, and understanding XSS and HTML injection attack vectors in web applications.
decision-log
taika-izumi
"重要な意思決定をADR（Architecture Decision Record）として記録・管理する。設計判断、プロセス決定、スコープ決定、方針決定を構造化して記録する。意思決定を検出した瞬間に呼ぶこと。実行中の他スキルの完了を待ってはならない。"
troubleshooting
Tzeusy
Diagnose smart-home device connectivity, battery, firmware, and command issues.
m13-domain-error
Reidond
"Use when designing domain error handling. Keywords: domain error, error categorization, recovery strategy, retry, fallback, domain error hierarchy, user-facing vs internal errors, error code design, circuit breaker, graceful degradation, resilience, error context, backoff, retry with backoff, error recovery, transient vs permanent error, 领域错误, 错误分类, 恢复策略, 重试, 熔断器, 优雅降级"
monitor-stakeholders
christopheryeo
Scans Gmail for recent emails from tracked stakeholders and presents an executive digest grouped by stakeholder category. Reads each AI workforce member's own Knowledge/Stakeholder_Monitoring.md file to discover who to monitor, then searches Gmail for all matching email addresses. Use this skill whenever the user says "monitor stakeholders", "check stakeholder emails", "stakeholder digest", "stakeholder update", "any emails from stakeholders", or any similar request to review communications from tracked contacts. Also trigger when the user asks about emails from a specific stakeholder group (e.g., "any emails from NKF?", "what did Cap Vista send?") if a stakeholder list exists.
observability-prometheus-configuration
baotoq
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
eve-job-debugging
Incept5
Monitor and debug Eve jobs with CLI follow, logs, wait, and diagnose commands. Use when work is stuck, failing, or you need fast status.
log-driven-debugging
bakrrrrr
"Guides systematic verification-based debugging for JavaScript/TypeScript (Node.js, Bun, browser). Use when: (1) User reports unexpected behavior, errors, or bugs, (2) Need to trace data flow or state changes without assuming root causes, (3) Issue requires identifying exactly where code deviates from expected behavior."
kubernetes
kprsnt2
Kubernetes deployment best practices including resource management, security, and observability.
observability
nbfrodri
Add structured logs, error tracking, health checks, metrics, tracing and alerts. Use for monitoring, production diagnostics and Sentry integration.
eval-frameworks
cuba6112
Evaluation framework patterns for RAG and LLMs, including faithfulness metrics, synthetic dataset generation, and LLM-as-a-judge patterns. Triggers: ragas, deepeval, llm-eval, faithfulness, hallucination-check, synthetic-data.
Dual-Process Reasoning (System 1/2 + Metacognitive Control)
sovr610
This skill should be used when the user asks to "implement dual-process reasoning", "add System 1/2 router", "implement metacognitive control", "add confidence calibration", "implement temperature scaling", "add iterative refinement", "implement convergence detection", "add effort budget", "implement reasoning trace", "add novelty scoring", "implement routing policy", "add System 2 early stopping", "implement calibrated confidence", "add isotonic calibration", "implement GRU reasoning loop", "add selective S2 execution", "implement halt criteria", "add reasoning budget enforcement", "implement route score computation", or mentions dual-process reasoning, System 1/2 routing, metacognitive control, confidence calibration, convergence criteria, or reasoning traces in the cognitive pipeline.
monitor-openapi
janwilmake
Monitor API integration of Parallel. Use when building applications with Parallel Monitor API.
reload
gyumaruya
Restart the current Claude Code session from within tmux. Writes a handoff file, launches a restart script in a new tmux window, which stops the current Claude and resumes with --resume. Triggers: /reload, "reload", "restart", "reboot", "再起動"
laminar-quickstart-trace
lmnr-ai
"Create a minimal Laminar trace demo in minutes with no external LLM calls. Use when a user asks for a Laminar example, a quickstart demo, or wants to see traces appear in the Laminar UI quickly (cloud or self-hosted)."
Neuromodulation + Eligibility Traces (Three-Factor Learning)
sovr610
This skill should be used when the user asks to "implement eligibility traces", "add three-factor learning", "implement neuromodulation", "add DA/ACh/NE/5-HT modulators", "implement STDP eligibility", "add synaptic plasticity", "implement online plasticity", "add reward-modulated learning", "implement trace dynamics", "add Dutch traces", "implement accumulating traces", "add replacing traces", "implement neuromodulatory gate", "add plasticity gain", "implement delayed reward association", "add eligibility decay", "implement spike-based traces", "add rate-based traces", "implement three-factor weight update", "add fast memory adapter", "implement bioplausible learning", or mentions eligibility traces, three-factor learning rules, neuromodulatory signals, STDP-based eligibility, reward-modulated plasticity, DA/ACh/NE/5-HT computation, or online synaptic updates in the cognitive pipeline.
debug-stacktrace
ShotaIuchi
Stack trace and error message analysis. Apply when investigating exceptions, error chains, failure propagation paths, and crash logs to pinpoint failure locations.