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 96 of 105
- View details
scvi-toolsSkillMonitoring & ops
Train official scvi-tools models (scVI/scANVI/totalVI/PeakVI/MultiVI/veloVI) on raw counts after the scRNA gold chain. Use for probabilistic batch integration or those named models. Does not run DestVI/Cell2location. Do not log-normalize before setup_anndata.
Ready to connect
- View details
setup-monitoringSkillMonitoring & ops
Guide for setting up or extending monitoring (metrics, logs, alerts) for a service. Use when the user asks to set up monitoring or add alerts.
Ready to connect
- View details
smarttune-mcpSkillMonitoring & ops
Read-only SmartTune flight log analysis through MCP tools. 10 tools covering CLI parity (platforms, quality, analyze, pid, fft, magfit, sysid, filter, hardware) plus chart generation. Use for agents that do not have exec/shell/write permission, especially customer-support agents handling .bin/.log/.
Ready to connect
- View details
verl-omni-msprobe-dumpSkillMonitoring & ops
Integrates or fixes MSProbe training-inference consistency data collection for verl-omni, generating instrumentation code, sample-correlated logs, and diagnostic launch scripts. Used for rollout and actor data collection in diffusion/omni, and for missing dumps or pairing failures; does not handle r
Ready to connect
- View details
agent-context-budgetSkillMonitoring & ops
Use when an agent task needs bounded context packets, checkpoint-aware compaction, a fresh-session primer, or policy-controlled child results without loading raw logs into the primary session.
Ready to connect
- View details
betaflightSkillMonitoring & ops
Use whenever the user mentions Betaflight, FPV drone firmware, flight-controller config, PID/filter/rates tuning, or blackbox log analysis — or shares a Betaflight artifact: a CLI diff/dump (lines like 'diff all', 'set ', 'feature ', 'resource ') or a .bbl/.bfl blackbox log, even when not named as s
Ready to connect
- View details
connector-hubSkillMonitoring & ops
Passive multi-source ingestion hub. Reads the sources.yaml declarations of each active linked_project, builds a unified registry, and routes each ingestion to the appropriate CLI. Triggers: ingestion sources, multi-source monitoring, connector registry, route a source, connector hub.
Ready to connect
- View details
coordination-agentsSkillMonitoring & ops
[REPLACED by ops-monitor on 2026-06-20] Coordination bus — merged into ops-monitor. Disabled, can be deleted.
Ready to connect
- View details
dispatch-task-monitorSkillMonitoring & ops
[REPLACED by ops-monitor on 2026-06-20] Task Monitor sessions — merged into ops-monitor. Disabled, safe to delete.
Ready to connect
- View details
go-core-idiomsSkillMonitoring & ops
Use when writing or reviewing idiomatic sequential Go — error handling, slog logging, generics, interfaces, style. Not for concurrency (go-concurrency).
Ready to connect
- View details
god-modeSkillMonitoring & ops
TricorderKit's innovation radar and self-improvement engine. Use when the user wants to monitor the state of the art, find recent innovations, "what's new in AI", look for ways to improve TricorderKit or one of its modules, run prioritized tech watch, or feed
Ready to connect
- View details
investig-limites-gemini-antigravitySkillMonitoring & ops
17/06: understand Gemini/Antigravity quota limits + audit/fix your monitoring feeds (back on 17/06).
Ready to connect
- View details
ops-monitorSkillMonitoring & ops
Ops probe /6h (T1/Haiku, caveman full) — FUSION coordination-agents + dispatch-task-monitor: bus check on canal_agents (sense/integration/dispatch/heartbeat) THEN scan Cowork sessions → TASK_MONITOR.md. Often a no-op.
Ready to connect
- View details
php-language-modernSkillMonitoring & ops
Use when writing modern non-framework PHP 8.1-8.5 — property hooks, asymmetric visibility, pipe operator, attributes, enums, readonly. Do NOT use for style (php-standards) or Laravel.
Ready to connect
- View details
prompt-testingSkillMonitoring & ops
Use when comparing two prompt variants, defining quality/efficiency/robustness metrics, or deciding whether to adopt a challenger prompt over a baseline.
Ready to connect
- View details
scistudio-debug-runSkillMonitoring & ops
Use when a workflow run has failed, is stuck, or produced unexpected output, and you need to diagnose the cause. Covers run-status inspection, block-log retrieval, tracing a bad input upstream, common error signatures, and finishing an AI Agent block with finish_ai_block. NOT for designing new workf
Ready to connect
- View details
session-logsSkillMonitoring & ops
Use when the user references an older conversation, parent session, prior reply, missing context, or session JSONL that needs searching with jq or rg.
Ready to connect
- View details
weekly-news-digestSkillMonitoring & ops
Weekly digest Monday 08:00 (T2/Sonnet, caveman lite) — consolidates the week's daily monitoring (Hermes/Codex via canal_agents, _Inbox_Global) + confirmed manga/anime releases
Ready to connect
- View details
ai-observability-engineerSkillMonitoring & ops
Use when a task needs AI-native traces, metrics, logging, and debugging signals for LLM or agent systems in production.
Ready to connect
- View details
cohort-analysisSkillMonitoring & ops
Use when a task needs retention analysis, cohort behavior comparison, activation-metric discovery, or diagnosis of how user groups perform over time.
Ready to connect
- View details
datarobot-external-agent-monitoringSkillMonitoring & ops
Instrument any external or existing AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for monitoring, observability, and governance. Use when the user says "add tracing/observability/monitoring to my agent", wants to instrument an existing agent project in their IDE, wants t
Ready to connect
- View details
dotnet-testing-code-coverage-analysisSkillMonitoring & ops
Complete guide to code coverage analysis. Use when you need to analyze code coverage, generate coverage reports, or set up CI/CD coverage checks. Covers Coverlet setup, report generation, metric interpretation, and cyclomatic complexity integration. Includes Fine Code Coverage, VS Code built-in tool
Ready to connect
- View details
dotnet-testing-test-output-loggingSkillMonitoring & ops
Complete guide to xUnit test output and logging. Use when implementing test output, diagnostic logging, or ILogger alternatives in xUnit tests. Covers ITestOutputHelper injection, the AbstractLogger pattern, and structured output design. Includes implementations of XUnitLogger, CompositeLogger, and
Ready to connect
- View details
error-detectiveSkillMonitoring & ops
Use when a task needs log, exception, or stack-trace analysis to identify the most probable failure source quickly.
Ready to connect
- View details
fortifySkillMonitoring & ops
Systematic ablation study runner. After research:run finds improvements, fortify identifies component candidates from git diff + diary, creates isolated git worktrees per ablation (main repo never modified), runs metric+guard in each worktree, ranks component importance, and optionally generates rev
Ready to connect
- View details
it-ops-orchestratorSkillMonitoring & ops
Use when a task needs coordinated operational planning across infrastructure, incident response, identity, endpoint, and admin workflows.
Ready to connect
- View details
optimizeSkillMonitoring & ops
Optimize a measurable metric with bounded iterations, guardrails, and regression gates.
- View details
performance-monitorSkillMonitoring & ops
Use when a task needs ongoing performance-signal interpretation across build, runtime, or operational metrics before deeper optimization starts.
Ready to connect
- View details
platform-product-managerSkillMonitoring & ops
Use when a task needs platform roadmap, adoption strategy, success metrics, and stakeholder alignment for internal platform work.
Ready to connect
- View details
point-cloud-lidarSkillMonitoring & ops
LiDAR and point cloud processing: PDAL pipelines, LAS/LAZ/COPC handling, ground classification, DTM/DSM/CHM generation, canopy and building metrics, and photogrammetric (SfM) point clouds. Use when the primary input is LAS, LAZ, COPC, LiDAR, or an unstructured 3D point cloud. This skill owns vertica
Ready to connect
Looking for something else?
Monitoring & ops is one category of skills on Ahel. Browse all skills, or open another category above.