Monitoring & ops skills.
3,144 monitoring & ops skills, including lark-okr, run-train and agent-eval, are listed on Ahel today. Each one has a page of its own that says what it does and whether Ahel can serve it in Claude, Claude Code, ChatGPT, Codex and Cursor.
Category: Monitoring & ops
3,144 results · page 100 of 105
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worktree-managerSkillMonitoring & ops
Lets your agent create, check, sync, and clean up git worktrees for parallel development branches.
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architecture-pattern-inventorySkillMonitoring & ops
Use when: mapping a repository architecture and generating or refreshing a reusable architecture pattern inventory package with selective context, concept cards, dependency rules, testing alignment, and observability alignment.
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causal-designSkillMonitoring & ops
Triage a causal question to the identification strategy the data can support, then hand off to the owning method skill. Owns the selection-on-observables branch (overlap, doubly robust estimation, double ML, causal forests, policy learning, sensitivity analysis), plain panel fixed effects, and the i
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ce-demo-reelSkillMonitoring & ops
Capture a visual demo reel (GIF, terminal recording, screenshots) for PR descriptions. Use when shipping UI changes, CLI features, or any work with observable behavior that benefits from visual proof. Also use when asked to add a demo, record a GIF, screenshot a feature, show what changed visually,
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ci-logsSkillMonitoring & ops
Analyze CI logs from ci.aztec-labs.com. Use this instead of WebFetch for CI URLs.
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codexkit-a-b-test-plannerSkillMonitoring & ops
Design rigorous A/B test plans with hypothesis, sample size calculation, Minimum Detectable Effect (MDE), randomization strategy, and decision rules. Includes guardrail metrics and rollout playbook. Use when planning product experiments, conversion optimization, or data-driven feature decisions.
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codexkit-change-management-planSkillMonitoring & ops
Build change management plans using ADKAR and Kotter's 8-Step framework. Covers stakeholder readiness, communication plans, training schedules, resistance management, and adoption metrics. Use when rolling out new systems, reorganizations, or process changes that affect people.
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codexkit-dashboard-kpi-designerSkillMonitoring & ops
Design KPI dashboards with SMART metrics, visualization selection, alert thresholds, and refresh cadence. Covers leading vs lagging indicators, data dictionary, and stakeholder-specific views. Use when building operational dashboards, executive scorecards, or team performance views.
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codexkit-data-story-builderSkillMonitoring & ops
Turn business data, KPI movement, or experiment results into a clear narrative using the what-so what-now what structure, audience calibration, and action-oriented insight. Use when leaders need a data-backed brief, dashboard storyline, or metric interpretation. Do not use for raw statistical modeli
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codexkit-decision-logSkillMonitoring & ops
Record and track organizational decisions using the RAPID framework. Captures decision context, options analysis, RAPID roles, risk assessment, and communication plan. Use when making cross-functional decisions, documenting governance choices, or building an auditable decision trail.
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codexkit-incident-postmortemSkillMonitoring & ops
Write blameless incident postmortems following Google SRE methodology. Covers timeline reconstruction, root cause analysis (5 Whys), impact assessment, and action items with owners. Use after production incidents, outages, or significant bugs to prevent recurrence.
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codexkit-kanban-flow-analyzerSkillMonitoring & ops
Analyze Kanban flow metrics to identify bottlenecks and improve team throughput. Covers Cycle Time, Throughput, WIP, and Flow Efficiency using Little's Law and Theory of Constraints. Use when a team wants to optimize delivery flow or improve predictability. Do not use for sprint-based Scrum planning
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codexkit-ops-kpi-packagerSkillMonitoring & ops
Format recurring KPI snapshots, exception flags, and owner follow-ups for weekly operations reviews. Use when the work is routine packaging of operational metrics and exceptions. Do not use for root cause analysis, process redesign, or full performance diagnosis.
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codexkit-pmbok8-earned-valueSkillMonitoring & ops
Calculate and interpret Earned Value Management (EVM) metrics per PMBOK 8 Measurement Performance Domain. Compute SPI, CPI, EAC, ETC, TCPI, and generate variance narratives with corrective action recommendations. Use during project execution to assess schedule and cost performance.
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codexkit-risk-registerSkillMonitoring & ops
Build and maintain a project Risk Register per PMBOK 8 Risk Performance Domain. Identify risks, assess probability and impact, define response strategies, and track residual risk. Use throughout the project lifecycle — not just at planning. Do not use for operational incident response or security vu
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codexkit-root-cause-analyzerSkillMonitoring & ops
Conduct structured root cause analysis using Ishikawa (Fishbone), 5 Whys, and Pareto methods. Suitable for production incidents, quality defects, customer complaints, and recurring operational problems. Use when problems recur or when initial fixes do not resolve the issue. Do not use for one-time,
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codexkit-sandop-facilitatorSkillMonitoring & ops
Facilitate monthly S&OP or integrated business planning cycles by aligning demand, supply, inventory, capacity, and executive decisions with a standard meeting rhythm and decision log. Use when operations teams need a demand review, supply review, pre-S&OP reconciliation, or executive S&OP pack. Do
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craft-issueSkillMonitoring & ops
Use when creating, refining, or managing requirement-stage PM issues, OR when turning a raw symptom report, bug, regression, or production incident whose root cause is not yet established into an issue. Triggers include "요구사항 티켓 만들어", "티켓 정리", "이 요구사항 이슈로", "티켓 써줘", "이 버그/증상 원인 파악해서 티켓", "장애/이슈 원인 찾
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dashboard-designSkillMonitoring & ops
Visual design and layout for Grafana dashboards — panel hierarchy, type selection, color/threshold design, and iterative screenshot-based refinement.
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debug-e2eSkillMonitoring & ops
Interactive debugging for failed e2e tests. Orchestrates the debugging session but delegates log reading to subagents to keep the main conversation clean. Use for ping-pong debugging sessions where you want to form and test hypotheses together with the user.
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diag-k8s-pod-crashloopSkillMonitoring & ops
End-to-end troubleshooting for K8s Pod CrashLoopBackOff. Walks through kubectl describe → events → logs → restart policy → resource limits → liveness/readiness probes → image pull → configmap/secret mounts to pinpoint the root cause and output fix recommendations.
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dispatch-specSkillMonitoring & ops
Use when: validating or designing an Arcanum dispatch route that chains sigils, spells, owner capabilities, handoffs, gates, observability, techniques, and optional boundary/evidence contracts.
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fitness-nutritionSkillMonitoring & ops
Workout planning, macros, and body metrics via wger/USDA.
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monitor-prSkillMonitoring & ops
Monitor a PR on a ~10-minute loop and drive it to green and conflict-free — watch CI, dispatch fixers for failures (new commits, never amend), and resolve base conflicts (rebase by default, merge if the branch already merged the base). Stop and report when the PR is green with no conflicts.
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monitoring-authoringSkillMonitoring & ops
Author monitoring resources: PrometheusRules, ServiceMonitors, PodMonitors, AlertmanagerConfig, Silence CRs, and canary-checker health checks.
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observability-derivationSkillMonitoring & ops
Derive a typed metric-obligation inventory from a DomainSpec spec's aspect docs (the doc->metrics rule method).
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observed-invocation-loopSkillMonitoring & ops
Observed Invocation Loop wraps Arcanum-managed skill, sigil, and spell invocations with a guaranteed post-run observability handoff. It turns each managed invocation into a safe invocation envelope, appends exactly one telemetry signal, updates reflection counters, and routes to reflection when conf
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research-evidence-harnessSkillMonitoring & ops
Use when: converting research protocols into validated run schemas, JSONL fixture checks, objective/metric calculations, result summaries, and claim-adjudication readiness without running or overclaiming live experiments.
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sessionsSkillMonitoring & ops
Browse and manage Codex session history. List recent sessions, view session details, and navigate session logs.
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sigil-developmentSkillMonitoring & ops
Use when: creating, revising, observing, reflecting on, or iterating a sigil through the governed sigil lifecycle. Includes subagent-based observability and telemetry generation.
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