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 94 of 105
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correlate-observability-signalsSkillMonitoring & ops
Unify metrics, logs, and traces for cohesive debugging. Implement exemplars for log-to-trace linking, build unified dashboards using RED/USE methods, and enable rapid root cause analysis across observability signals. Use when investigating complex incidents spanning multiple systems, reducing mean t
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create-spatial-visualizationSkillMonitoring & ops
Create interactive maps, elevation profiles, and spatial visualizations from GPX tracks, waypoints, or route data using R (sf, leaflet, tmap) or Observable (D3, deck.gl). Covers data import, coordinate system handling, map styling, and export to HTML or image formats. Use when visualizing a planned
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defend-colonySkillMonitoring & ops
Implement layered collective defense using alarm signaling, role mobilization, and proportional response. Covers threat detection, alert propagation, immune response patterns, escalation tiers, and post-incident recovery for distributed systems and organizations. Use when designing defense-in-depth
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define-slo-sli-slaSkillMonitoring & ops
Establish Service Level Objectives (SLO), Service Level Indicators (SLI), and Service Level Agreements (SLA) with error budget tracking, burn rate alerts, and automated reporting using Prometheus and tools like Sloth or Pyrra. Use when defining reliability targets for customer-facing services, balan
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design-on-call-rotationSkillMonitoring & ops
Design sustainable on-call rotations with balanced schedules, clear escalation policies, fatigue management, and handoff procedures. Minimize burnout while maintaining incident response coverage. Use when setting up on-call for the first time, scaling a team from 2-3 to 5+ engineers, addressing on-c
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design-training-programSkillMonitoring & ops
Design a GxP training programme covering training needs analysis by role, curriculum design (regulatory awareness, system-specific, data integrity), competency assessment criteria, training record retention, and retraining triggers for SOP revisions and incidents. Use when a new validated system req
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detect-anomalies-aiopsSkillMonitoring & ops
Implement AI-powered anomaly detection for operational metrics using time series analysis (Isolation Forest, Prophet, LSTM), alert correlation, and root cause analysis. Reduce alert fatigue by intelligently identifying true anomalies in system metrics, logs, and traces. Use when operations teams are
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fix-ci-failuresSkillMonitoring & ops
Investigate and fix CI failures on a pull request. Use when CI checks fail on a PR branch — covers finding the PR, identifying failed checks, downloading logs and artifacts, extracting the failure cause, and iterating on a fix. Requires the `gh` CLI.
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history-evolveSkillMonitoring & ops
Evolve skills from vcli session history. Use when: (1) user says "根據歷史進化技能" / "evolve skills from history" / "覆盤技能", (2) after a debugging session to capture what went wrong, (3) periodic skill maintenance to close knowledge gaps revealed by real usage. Reads cmd.jsonl + per-session SKILL logs, find
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homeassistant-energy-managementSkillMonitoring & ops
Guidance for using correct energy and power metrics in Home Assistant energy features
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layout-rulesSkillMonitoring & ops
A battle-tested avoid-list of 39 structural and interaction defect classes for tool/dashboard UIs (structure, footers/metrics, tables, color/contrast, URL state, JS traps, accessibility/touch, i18n/theming, de-slop), distilled from a real build/audit cycle. Use when designing, building, or reviewing
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open-targetsSkillMonitoring & ops
Query the Open Targets Platform GraphQL API for target-disease associations, genetic and clinical evidence, tractability and safety liabilities, target prioritisation metrics, known drugs and mechanisms of action, and disease ontology. Use this skill for target identification and validation, target-
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otelSkillMonitoring & ops
OpenTelemetry instrumentation for the Copilot Chat extension — covers the four agent execution paths, the IOTelService abstraction, span/metric/event conventions, and the relationship between code and the user/developer monitoring docs. Use when adding/changing OTel spans, metrics, or events; instru
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sim-measureSkillMonitoring & ops
Extract waveform measurements from Virtuoso simulation results. Use when measuring voltage, current, gm, gm/Id, bandwidth, settling time, or any simulation metric.
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style-migrate-enhanceSkillMonitoring & ops
High-throughput migration waves converting priority parent CSL 1.0 styles to Citum with repeatable before/after metrics and migration-engine gap recommendations. Fidelity is the hard gate; exact parity is diagnostic for dependent styles.
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sync-readmeSkillMonitoring & ops
Fix drift between the root README.md and its sources of truth — the marketing hero tagline (apps/marketing/src/i18n.ts), the workspace layout (apps/* + packages/*), and the generated metrics badge block (code health, test coverage, permissions, license, and verified product promises). Use when `pnpm
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target-safetySkillMonitoring & ops
Assemble the human genetic evidence for and against a target before a programme commits to it — the evidence class that most improves the odds of surviving clinical development. Use this skill to pull gnomAD constraint metrics (LOEUF, pLI, observed/expected) that show whether loss of function is tol
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troubleshootSkillMonitoring & ops
Investigate unexpected behavior in the current Copilot CLI agent session by analyzing its event log. Use when the user asks why something happened, why a request was slow, why a tool was or was not used, or why instructions/skills/agents did not load.
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build-error-analyzerSkillMonitoring & ops
This skill should be used when the user asks to "分析构建错误", "analyze build errors", "查看编译错误", "检查构建日志", "诊断链接错误", "fix build errors", "resolve compilation errors", "分析 last_error.log", "extract build error", "分析SDK的编译错误", "分析 SDK 编译错误", "analyze SDK build errors", "check SDK errors", "诊断 sdk 编译错误", or
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experiment-runnerSkillMonitoring & ops
Implement and execute approved research Experiment, Tuning, or Design Cards with reproducible logs, metrics, environment, and artifacts. Use for bounded coding, debugging, and runs; not for changing claims, priorities, budgets, or the Research Spine.
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export-review-proofSkillMonitoring & ops
Export reviewable proof (screenshots, flows, logs) for Glassbox ground-truth review. Use this after implementing a change whose visible/behavioral/runtime effect should be reviewed — e.g. a UI change, a multi-step flow, or a computed result that needs evidence. Produces a version:2 manifest reviewab
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log-coverage-analyzerSkillMonitoring & ops
Analyze code repository logging coverage to ensure all function branches have LOGE/LOGI logs and identify high-frequency log risks. Supports multiple programming languages (C++, Java, Python, JavaScript, etc.)
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ohos-dev-arkui-v1-v2-migrationSkillMonitoring & ops
Use when migrating OpenHarmony/HarmonyOS ArkUI state management from V1 (@Component, @State/@Prop/@Link/@Provide/@Consume/@Watch/@Observed) to V2 (@ComponentV2, @Local/@Param/@Event/@Provider/@Consumer/@Monitor/@ObservedV2/@Trace), or assessing migration feasibility. Trigger phrases include "迁移V1到V2
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ohos-issue-graphics-sysfreeze-analysisSkillMonitoring & ops
Use when analyzing OpenHarmony sysfreeze/appfreeze logs to diagnose process freeze and thread blocking issues. Triggers on SERVICE_BLOCK, THREAD_BLOCK_6S, IPC deadlock, task queue blocking, or when user requests sysfreeze/process stuck analysis.
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openharmony-buildSkillMonitoring & ops
Use for OpenHarmony build execution and diagnosis, including 编译OpenHarmony/完整代码/测试/SDK/host/最小模拟器/全量模拟器/部件独立编译/测试列表, plus full product builds, targeted component/test builds, fast rebuilds, hb independent builds, and build.log failure analysis.
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openharmony-ciSkillMonitoring & ops
Use when investigating OpenHarmony PR CI status from `openharmony_ci` comments, DCP event IDs, build labels, artifact links, or CI log URLs.
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psy-ana-reviewerSkillMonitoring & ops
Audit a behavioral-data analysis plan or R/Python script without modifying it. Use for statistical-method review, reproducibility review, publication readiness, seeds, exclusion logging, effect sizes, multiple-comparison correction, assumptions, sensitivity analyses, figures, session information, an
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unity-playmode-testingSkillMonitoring & ops
Supports Unity Play Mode control, input simulation, UI automation, and visual verification. Integrates test execution, screenshot/video capture, and console log checking. Use when: starting Play Mode, input simulation, UI clicks, screenshots, video recording, test execution
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aif-fixSkillMonitoring & ops
Fix a bug or problem. Supports fix-now or plan-first; no args executes FIX_PLAN.md. When a regression check is needed, reproduce first, then implement and rerun it. Adds logging and suggests extra coverage.
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