Monitoring
Logging, metrics, and observability
mdp
by varunpandey0502
Manage file-based projects using markdown. Create, list, update, and delete issues and milestones stored as markdown files with YAML frontmatter. Use when users want to track tasks, manage projects, create issues, update statuses, or work with milestones. Triggers on "create issue", "list issues", "update status", "track task", "project management", "milestone progress".
lipton-mutation-testing
by copyleftdev
Evaluate test quality in the style of Richard Lipton, father of mutation testing. Emphasizes injecting small faults (mutants) to measure test effectiveness, the competent programmer hypothesis, and the coupling effect. Use when assessing test suite quality, improving test coverage, or building mutation testing tools.
langfuse-trace-view
by neuradex
View Langfuse trace details. Use when checking specific trace input/output, debugging LLM calls, or analyzing costs.
ideate
by biruk741
Structured brainstorming and idea development for hackathon projects. Guides the team through problem definition, solution framing, demo visualization, and scope scoping. Use when the team needs to develop, refine, or evaluate a hackathon project idea. Also use when someone says "let's brainstorm", "what should we build", "help me think through this idea", or needs to evaluate multiple competing ideas.
portal-query-evm-logs
by subsquid-labs
Construct SQD Portal Stream API queries for EVM event logs. Track token transfers, DeFi events, and on-chain activity using indexed topic filters.
log-work
by j-roche-dev
Log session work to the personal planner — updates checklist and daily log (~30 sec)
mcp-grafana
by janjaszczak
Query dashboards/logs/alerts to support incident analysis and regressions. Use when troubleshooting involves observability, incidents, latency, error rates.
monitor
by Sytex
Read-only infrastructure monitoring. Use when user asks about pod status, deployments, CPU, memory, restarts, 502 errors, slowness, cluster health, or wants to check if environments are running correctly.
state-manager
by 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
by 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
by 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
by 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".
systematic-debugging
by 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
by 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.
monitor-stakeholders
by 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.
eve-job-debugging
by 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
by 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
by kprsnt2
Kubernetes deployment best practices including resource management, security, and observability.
eval-frameworks
by 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)
by 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
by janwilmake
Monitor API integration of Parallel. Use when building applications with Parallel Monitor API.
data-science-interactive-apps
by legout
"Interactive web apps for data science: Streamlit, Panel, and Gradio. Use for prototyping ML models, creating data exploration dashboards, and sharing insights with non-technical stakeholders."
reload
by 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
by 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)."