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 81 of 105
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cv-lap-hard-negative-miningSkillMonitoring & ops
Use linear assignment problem (LAP/lapjv) on a score matrix to select globally optimal hard-negative pairs for metric learning
Ready to connect★ 61
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cv-learned-distance-metricSkillMonitoring & ops
Trainable nonlinear distance metric that transforms (v1-v2) and (v1-v2)^2 through a linear layer before computing squared norm
Ready to connect★ 61
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cv-levenshtein-distance-metricSkillMonitoring & ops
Evaluates image-to-sequence models using mean Levenshtein edit distance between predicted and ground-truth strings.
Ready to connect★ 61
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cv-middle-mip-std-volume-projectionSkillMonitoring & ops
Compress a 3D medical volume into a 3-channel 2D image by stacking the middle slice, the max-intensity projection across depth, and the per-pixel std across depth — a poor-man's volumetric encoding that lets any pretrained 3-channel 2D CNN ingest a whole series in a single forward pass
Ready to connect★ 61
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cv-multi-scale-patch-training-pyramidSkillMonitoring & ops
Generate count-regression training patches at a geometric pyramid of image scales (0.9^k) so one CNN handles within- and between-image object-size variation without explicit anchors
Ready to connect★ 61
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cv-separable-temporal-spectral-cnnSkillMonitoring & ops
2D CNN with asymmetric kernels — temporal convolutions (Nx1) then spectral convolutions (1xM) — to decouple time and feature extraction
Ready to connect★ 61
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monitoring-specialistSkillMonitoring & ops
System monitoring, alerting, and observability implementation
Ready to connect★ 61
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oss-debug-ciSkillMonitoring & ops
Debug CI failures in unfamiliar repo pipelines. Reads CI configs, fetches failure logs, classifies the failure type, and guides the user through diagnosing and fixing the issue. Use when CI fails on your PR in an OSS repo, when you don't understand a CI error, or when debugging GitHub Actions/Circle
Ready to connect★ 61
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scoringSkillMonitoring & ops
Quantitative scoring framework for measuring audit quality with objective metrics to evaluate performance, track improvement over time, and identify areas needing attention. Use when benchmarking audit thoroughness, comparing engagement quality, or building quality gates into CI pipelines.
Ready to connect★ 61
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syncfusion-maui-radial-gaugeSkillMonitoring & ops
Implements Syncfusion .NET MAUI Radial Gauge (SfRadialGauge) components. Use when working with radial gauges, circular gauges, speedometers, temperature monitors, meter gauges, or circular data visualization in .NET MAUI applications. This skill covers installation, axis configuration, ranges, point
Ready to connect★ 61
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a-b-testingSkillMonitoring & ops
Design statistically sound GTM experiments for copy, channels, landing pages, sequencing, pricing, and funnel conversion. Produces hypothesis, sample-size logic, success metrics, test plan, analysis method, and scale/stop/kill recommendation. Use when planning A/B tests, split tests, or experiment r
Ready to connect★ 60
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backtestSkillMonitoring & ops
Use when tasks need vectorized strategy execution, portfolio weighting, portfolio-level filters, transaction cost helpers, exit A/B analysis, overlay metrics, or multi-strategy return blending.
Ready to connect★ 60
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board-meeting-prepSkillMonitoring & ops
Board meeting preparation for B2B SaaS founders. Use when preparing quarterly board meetings, building board decks, selecting metrics to present, crafting narrative, managing board relationships, or handling difficult board conversations (down rounds, missed targets, CEO transitions).
Ready to connect★ 60
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case-study-builderSkillMonitoring & ops
Create customer case studies in sales-ready format — Challenge→Solution→Results structure, before/after metrics, quote integration, two-length formats (1-page summary + full version). Use when creating case studies, customer success stories, proof content, or sales collateral. Triggers on: "case stu
Ready to connect★ 60
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churn-predictionSkillMonitoring & ops
Lets your agent spot customers likely to cancel by analyzing their behavior and engagement patterns.
Ready to connect★ 60
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churn-preventionSkillMonitoring & ops
Build churn prevention systems — early warning signal detection, customer health scoring, re-engagement campaigns, risk tier routing, and champion departure monitoring. Use when reducing churn, building retention systems, detecting at-risk customers, or designing proactive customer success workflows
Ready to connect★ 60
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deliverability-monitoringSkillMonitoring & ops
Monitor outbound deliverability health across domains, inboxes, DNS, bounces, spam placement, reply rates, and reputation signals. Produces alert thresholds, dashboard spec, weekly QA checklist, and remediation playbook. Use when inboxing drops, bounce rates rise, campaigns underperform, or new infr
Ready to connect★ 60
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doc-commentsSkillMonitoring & ops
Use this skill whenever writing or editing Rust `//`, `///`, or `//!` comments in Biome, including comments added incidentally and end-user rustdoc inside lint/assist declarations. For lint/assist rustdoc, also load lint-rule-development for content requirements. Do not use for formatter handling of
Ready to connect★ 56
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frontend-testing-strategySkillMonitoring & ops
Write unit and E2E tests for Grafana frontend code (React/TypeScript, any package or feature area) to the conventions this repo expects. Use when adding, backfilling, or reviewing frontend tests; when a test only asserts "it rendered" or "it's defined"; when reviewing AI-generated tests for slop; or
Ready to connect★ 56
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gtm-metricsSkillMonitoring & ops
Build a GTM metrics system for SaaS: funnel conversion, pipeline velocity, win rates, CAC, payback, NRR, sales efficiency, growth accounting, and executive dashboards. Use when creating metrics dashboards, board reports, revenue reviews, operating cadence, or diagnosing growth constraints.
Ready to connect★ 60
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kafka-dlq-reviewSkillMonitoring & ops
Review dead letter queue implementations for completeness using the Lenses MCP server. Checks DLQ topic existence, configuration, monitoring, metadata preservation, retry logic, reprocessing paths and connector DLQ alignment. Use when user says "review dead letter queues", "check DLQ setup", "DLQ au
Ready to connect★ 60
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leadmagic-job-changeSkillMonitoring & ops
Use LeadMagic job-change signals for pipeline intelligence — champion tracking, account risk alerts, new-role outreach, replacement mapping, and CRM routing. Use when monitoring career moves or building trigger-based sales plays.
Ready to connect★ 60
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omarchySkillMonitoring & ops
REQUIRED for end-user customization of Linux desktop, window manager, or system config. Use when editing ~/.config/hypr/, ~/.config/omarchy/, ~/.config/alacritty/, ~/.config/foot/, ~/.config/kitty/, or ~/.config/ghostty/. Triggers: Hyprland, window rules, animations, keybindings, monitors, gaps, bor
Ready to connect★ 56
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panel-testing-strategySkillMonitoring & ops
Write unit and E2E tests for Grafana visualization panels and viz utilities to the conventions this repo expects. Use when adding, backfilling, or reviewing tests for panels (barchart, timeseries, table, xychart, heatmap, canvas, etc.), grafana-ui viz components (Table, uPlot, VizLegend, VizTooltip)
Ready to connect★ 56
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prioritizeSkillMonitoring & ops
Identify what to work on next. Reconciles candidate work against already-merged code BEFORE ranking, so stale/shipped ideas are dropped. Use when asked what to work on next, how to prioritize the backlog, or to triage ideas/tasks/incidents into a ranked shortlist.
Ready to connect★ 60
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quant-analysisSkillMonitoring & ops
Quantitative finance analysis including portfolio optimization, risk modeling, and time series econometrics using jupyter_execute
Ready to connect★ 60
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rustfs-logging-governanceSkillMonitoring & ops
Add or review RustFS `tracing` events with the repository field shape, level policy, privacy boundaries, and guardrails. Use when a change adds or edits a tracing macro/instrumentation site or the logging guardrail script.
Ready to connect★ 56
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saas-metrics-calculatorSkillMonitoring & ops
Calculate and interpret SaaS metrics for founders: MRR, ARR, NRR, GRR, churn, CAC payback, LTV:CAC, burn multiple, Rule of 40, cohort retention, and scenario models. Use when building investor updates, dashboards, board materials, pricing decisions, or growth diagnostics.
Ready to connect★ 60
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security-assessmentsSkillMonitoring & ops
Security assessment and vendor risk management for B2B SaaS — penetration testing, vulnerability scanning, bug bounty programs, security questionnaires (VSAQ/SIG/CAIQ), incident response planning, disaster recovery, and passing enterprise security reviews. Use when responding to vendor security asse
Ready to connect★ 60
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soc2-complianceSkillMonitoring & ops
Achieve SOC2 Type II compliance for SaaS companies — readiness assessment, control implementation, auditor selection, evidence collection, and ongoing monitoring. Use when preparing for SOC2, responding to enterprise security questionnaires, or building a compliance program. Triggers on: "SOC2", "SO
Ready to connect★ 60
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