Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Monitoring & ops
2,391 results · page 32 of 80
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graph-loopSkillMonitoring & ops
TDD iteration loop across 4 environments (local Kind, custom HyperShift, CI Kind, CI HyperShift) with test matrix tracking and log analysis
Ready to connect★ 301
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rca:ciSkillMonitoring & ops
Root cause analysis from CI logs - systematic investigation when only CI output is available
Ready to connect★ 301
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always-compareSkillMonitoring & ops
Never present a metric or number in isolation; anchor every number to a comparison (prior period, benchmark, or another segment) or state that none is available. Use every time you show a number: rates, counts, revenue, averages, query results, chart labels, summary stats. Trigger on output containi
Ready to connect★ 298
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analyst-coreSkillMonitoring & ops
Operating rules for every data analysis. Apply for ANY data-analysis intent: "analyze", "investigate", "why did X change", "compare", "report on", "dashboard", "metrics", "funnel", "retention", "revenue", "conversion", "trend", "segment", "forecast", "how are we doing", "dig into", "break down", or
Ready to connect★ 298
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forecastSkillMonitoring & ops
Generate time-series forecasts and projections for metrics over future time periods. Use this skill whenever the user asks about future values, predictions, or projections — phrases like "what will X look like next month?", "forecast DAU for Q2", "project revenue", "estimate future growth", "what sh
Ready to connect★ 298
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goal-trackerSkillMonitoring & ops
Track long-term goals with milestones, daily logging, and accountability. Use when users want to set goals, log daily progress, update milestones, generate weekly summaries, or view an HTML dashboard of their goal progress.
Ready to connect★ 298
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log-correctionSkillMonitoring & ops
Record analyst mistakes, fixes, and reusable learnings so future analyses never repeat an error. Fires automatically when the user corrects work ("actually it's Y", "that's wrong") or teaches a rule ("always use X", "never include test users", "remember that our fiscal year starts in February"), and
Ready to connect★ 298
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mllm-evalSkillMonitoring & ops
Design or audit a model-agnostic evaluation harness for an LLM or multimodal LLM on a clinical task (radiology report generation, visual question answering, clinical text extraction/classification) — the adjudicated reference standard, clinical-efficacy metrics (RadGraph-F1 / CheXbert-F1 beyond BLEU
Ready to connect★ 297
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monitor-evalsSkillMonitoring & ops
Review evaluation history, distinguish system, data, suite, and evaluator changes, and apply an operating response. Use for regressions, eval monitoring, release gates, or trend questions.
Ready to connect★ 298
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question-framingSkillMonitoring & ops
Structure analytical questions with the Question Ladder (Goal, Decision, Metric, Hypothesis), then fill the 7-field Analysis Design Spec, before touching data. Trigger on "analyze", "investigate", "look into", "why did", "what's happening with", "what happened with", "figure out", "explore", "deep d
Ready to connect★ 298
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question-routerSkillMonitoring & ops
Classify every analytical request (anything about data, metrics, trends, segments, funnels, revenue, retention, experiments, or "why did X change") into complexity levels L1-L5 and route it before any analytical workflow starts, including follow-ups mid-analysis and chart requests. Simple lookups ge
Ready to connect★ 298
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review-paperSkillMonitoring & ops
Scaffold and draft medical/AI literature reviews (narrative, scoping PRISMA-ScR, or systematic). Asks for the spine axis, builds a 7-part skeleton with a required Intro scope/non-overlap block, a summary-table stub, an evaluation-metrics critique subsection, and reporting-guideline wiring. Reuses th
Ready to connect★ 297
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board-deck-generatorSkillMonitoring & ops
Generates professional board meeting presentation content (board-deck.md) with executive summary, financials, product updates, GTM metrics, team/hiring, strategic decisions, and appendix. Supports early-stage, growth-stage, and pre-IPO formats. Use when preparing board meeting materials, quarterly b
Ready to connect★ 291
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churn-autopsySkillMonitoring & ops
Post-mortem analysis when a client churns. Takes client history, engagement data, support tickets, usage logs, and exit feedback to produce a comprehensive churn autopsy with root cause classification, timeline of decline, and preventive measures.
Ready to connect★ 291
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client-health-dashboardSkillMonitoring & ops
Generates a comprehensive client health overview across all accounts. Reads CRM data, support tickets, usage metrics, billing, and engagement logs. Calculates health scores, trend direction, and RAG status per client. Outputs a sorted risk report with recommended actions.
Ready to connect★ 291
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compliance-checkerSkillMonitoring & ops
Audits a codebase or business process for regulatory compliance across GDPR, HIPAA, SOC2, CCPA, and PCI-DSS. Scans for PII handling, data retention, encryption, access controls, audit logging, consent management, and data transfer issues. Generates a structured compliance report with findings, gap a
Ready to connect★ 291
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customer-journey-mapperSkillMonitoring & ops
Maps the full customer journey from first touch to advocacy. Generates a comprehensive customer-journey.md with all stages, touchpoints, emotions, pain points, opportunities, Mermaid diagrams, and metrics. Use when mapping customer experience, designing onboarding flows, identifying churn risks, or
Ready to connect★ 291
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injury-report-trackerSkillMonitoring & ops
Monitor injury news across leagues. Fantasy impact analysis, backup player analysis, return timeline estimates.
Ready to connect★ 291
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intent-signal-aggregatorSkillMonitoring & ops
Monitor buyer intent signals across the web including job postings, tech changes, funding rounds, and leadership changes. Alerts when prospects show buying signals and prioritizes "hot" accounts. Use for timing-based prospecting.
Ready to connect★ 291
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investor-update-writerSkillMonitoring & ops
Generates monthly/quarterly investor updates. Takes KPIs, milestones, challenges, financials. Writes professional investor-update.md with highlights, metrics dashboard, product updates, team news, financial summary, upcoming milestones, asks. Multiple tones from seed-stage casual to Series B formal.
Ready to connect★ 291
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mvp-case-builderSkillMonitoring & ops
Construct statistical arguments for MVP/awards. Narrative framing, comparison to past winners, advanced metrics, counter-arguments.
Ready to connect★ 291
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okr-generatorSkillMonitoring & ops
Generates structured OKR plans (Objectives and Key Results) for teams and companies following Google/Intel methodology. Takes company goals, team function, quarter, and current metrics to produce a comprehensive okr-plan.md with objectives, key results, scoring criteria, alignment mapping, tracking
Ready to connect★ 291
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player-comparison-toolSkillMonitoring & ops
Side-by-side stat comparisons with context. Adjust for era, pace of play, league differences. Advanced metrics explained in plain English.
Ready to connect★ 291
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analyze-job-history-irisSkillMonitoring & ops
Run the Iris harbor job-history analyzer (scripts/iris/analyze_iris_harbor_job.py) on a datagen/eval job and read its JSON sidecar for trustworthy throughput / preemption / productive-trial stats. Use whenever a status check needs REAL metrics (gen tok/s, cycles, non_empty rate, harbor exceptions) i
Ready to connect★ 291
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crud-archive-runSkillMonitoring & ops
Durably ARCHIVE everything informative from a finished run / experiment before it's cleaned up or its cluster artifacts age out — ALL Harbor trace_jobs (raw per-trial traces), ALL ray logs, ALL stdout/stderr (incl. vLLM/serving logs), and wandb. Pack-rat by design: if it's potentially informative, k
Ready to connect★ 291
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datagen-launch-irisSkillMonitoring & ops
Launch, monitor, and manually clean up a trajectory-generation (datagen) job on Marin's Iris TPU cluster via the OpenThoughts-Agent entrypoint. Use when asked to start, watch, rescue, or kill a datagen/tracegen run on Iris.
Ready to connect★ 291
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eval-agentic-launch-irisSkillMonitoring & ops
Launch, monitor, and manually clean up an eval job on Marin's Iris TPU or CoreWeave H100x8 GPU cluster via the OpenThoughts-Agent entrypoint. Use when asked to start, watch, or kill a model evaluation (evalchemy / agent-harness benchmarks) on Iris.
Ready to connect★ 291
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monitor-cron-sweepSkillMonitoring & ops
Produce a comprehensive cross-cluster job-status update for a recurring N-hourly cluster sweep. Gather squeue/sacct on each cluster (validating against false-drain), bucket every active + recently-terminated job by type (RL / SFT / datagen / eval / catch-all), pull each type's signals, render them i
Ready to connect★ 291
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monitor-cron-sweep-irisSkillMonitoring & ops
The PROCEDURE for one every-3-hours Iris job-status sweep — primarily the marin TPU datagen/eval jobs ("iris" here = the marin TPU cluster), plus CoreWeave GPU-RL as monitor-only. Query both clusters, run the harbor analyzer on each active TPU datagen/eval job, classify every job (datagen / eval / o
Ready to connect★ 291
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monitor-job-tablesSkillMonitoring & ops
Format HPC job-status reports as box-drawing tables, bucketed by job type (RL · SFT · Datagen · Eval · Catch-all), with the right metric columns, signal thresholds, and red-flags per bucket. Use whenever reporting active/recently-terminated job status — during a cron sweep, an ad-hoc "how are my job
Ready to connect★ 291
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
53,462 of the 53,895 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.