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

2,353 results · page 25 of 79

  • odoo-migration-copilotSkillMonitoring & ops

    Plan and de-risk an Odoo version upgrade (16→17→18→19/20) using odoo-mcp's migration workbench — audit custom addons, classify upgrade-log failures into a worklist, resolve model renames, and preview JSON-2 payloads for the XML-RPC sunset. Use when the user mentions upgrading/migrating Odoo versions

    Ready to connect★ 408

    github.com/erpipe-org/mcp-odoo408 stars

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  • admet_geneticSkillMonitoring & ops

    ADMET-guided genetic molecule optimization workflow from seed SMILES; use when the agent needs to build or run an RDKit/SA-Score/ADMET-AI GA pipeline for molecule optimization, enforce molecule lineage logs, render optimization-history HTML dashboards, and write candidate triage reports.

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • bio-alignment-validationSkillMonitoring & ops

    Validate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics. Use when verifying alignment data quality before variant calling or quantification.

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • bio-clinical-biostatistics-survival-analysisSkillMonitoring & ops

    Performs time-to-event analysis for clinical trials including Cox proportional hazards regression with PH diagnostics, restricted mean survival time (RMST) under non-PH, competing risks via Fine-Gray vs cause-specific Cox, weighted log-rank and MaxCombo for non-proportional hazards, recurrent events

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • bio-pose-validationSkillMonitoring & ops

    Validates docked / generated protein-ligand poses using PoseBusters physical-validity tests, strain energy quantification, geometric checks (planarity, vdW overlap, bond/angle distortion), and pose-energy reasonableness. Use when QC-ing docking results, comparing classical vs ML docking outputs, or

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • bio-similarity-searchingSkillMonitoring & ops

    Performs molecular similarity searching using Tanimoto, Tversky, Dice, and cosine coefficients on bit/count fingerprints with explicit choice rules for symmetric vs asymmetric measures, scaffold-hopping vs lead-optimization regimes, activity-cliff diagnosis, and large-library nearest-neighbor method

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • catalyst_sar_screeningSkillMonitoring & ops

    HARD-LOCKED Catalyst-Design-Agent FAIRChem UMA (uma-s-1p1, oc20) SAC SAR screening for dissolution potential / adsorption / overpotential. Always call run_pipeline with the user's metals/metrics into a fresh workdir and present ONLY that run's result["deliverables"]. FORBIDDEN to return committed de

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • convex-cron-jobsSkillMonitoring & ops

    Scheduled function patterns for background tasks including interval scheduling, cron expressions, job monitoring, retry strategies, and best practices for long-running tasks

    Ready to connect★ 404

    github.com/waynesutton/convexskills404 stars

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  • evaluate-modelSkillMonitoring & ops

    Evaluate binary classification or regression models with confusion-matrix metrics, tie-aware ROC AUC, regression errors, and deterministic bootstrap confidence intervals; emphasizes held-out data, uncertainty, baselines, and subgroup checks.

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • mapstageSkillMonitoring & ops

    MapStage live tuner for map/globe projection, satellite, hypsometric relief, 3D terrain, region isolate, CSS color grade, and JSON presets.

    Ready to connect★ 404

    github.com/hopechen067/china-antique-maplibre278 stars

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  • protein-mutation-enhancementSkillMonitoring & ops

    Deterministic protein gain-of-function mutation workflow: build single, double, and higher-order mutant libraries; merge ESM sequence-effect scores, structure metrics from ESMFold-class models, property/function scores; rank candidates; and decide whether to stop or start the next design round.

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • rfdiffusionSkillMonitoring & ops

    Generate de novo protein backbones with RFdiffusion for protein-target binders, hotspot-conditioned interfaces, motif scaffolding, partial diffusion, or symmetric assemblies. Use this skill when a design workflow needs reproducible RFdiffusion contigs, residue mappings, checkpoints, seeds, batch exe

    Ready to connect★ 404

    github.com/pku-yuangroup/openai4s381 stars

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  • update-changelogSkillMonitoring & ops

    Update the Unreleased section of CHANGELOG.md based on current changes. No-op if CHANGELOG.md does not exist. Use when the user asks to \"update changelog\", \"add to changelog\", \"update the changelog\", \"changelog entry\", \"add changelog entry\", or \"log this change\".

    Ready to connect★ 402

    github.com/tobihagemann/turbo402 stars

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  • ai-intelligence-investigatorSkillMonitoring & ops

    In-depth A-share intelligence investigation and analysis tool, supporting A-share intelligence investigation, competitive analysis, public opinion monitoring, background checks on individuals, and cross-verification of information, generating structured investigation reports. Use when the user needs

    Ready to connect★ 399

    github.com/redfox-data/redfox-community399 stars

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  • douyin-ai-feedSkillMonitoring & ops

    AI Douyin feed — automatically scans Douyin AI-related content daily, filters the hottest items by engagement (likes/shares/comments), intelligently clusters them to generate a beautiful HTML daily report with cover images, metrics, and daily subscription support. Use when the user asks for an AI Do

    Ready to connect★ 399

    github.com/redfox-data/redfox-community399 stars

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  • gzh-astock-topSkillMonitoring & ops

    Tool for A-share WeChat official account influencers. Enter a date to get 30 top A-share influencer accounts along with their metrics (average reads, Red Fox Index, etc.), plus each account's latest article and its stats. Use when the user mentions "A股公众号", "股市大V", "A股账号", "股票公众号榜单", or "A股公众号大V".

    Ready to connect★ 399

    github.com/redfox-data/redfox-community399 stars

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  • wechat-account-analyzerSkillMonitoring & ops

    A WeChat Official Account diagnostic tool that scores any official account across four dimensions (content health, user activity, core content metrics, and operational compliance), benchmarks against industry averages, and outputs actionable optimization recommendations.

    Ready to connect★ 399

    github.com/redfox-data/redfox-community399 stars

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  • wechat-channels-ai-feedSkillMonitoring & ops

    AI Channels feed — automatically scans Channels for AI-related content daily, filters the hottest items by engagement (likes/shares/comments), and intelligently clusters them into a polished HTML daily report with cover images, metrics, and daily subscription support. Use when the user needs an AI C

    Ready to connect★ 399

    github.com/redfox-data/redfox-community399 stars

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  • agentsop-observability-setupSkillMonitoring & ops

    Enhancement-overlay skill — the DECISION + WIRING layer for LM observability that the single-backend skills [[langsmith]], [[phoenix]], [[mlflow]] do NOT cover. Each of those installs one backend; none of them help you DECIDE which backend fits your stack/scale/budget, nor give you a one-line autolo

    Ready to connect★ 398

    github.com/agentsope/skillalchemy398 stars

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  • agentsop-prompt-compilationSkillMonitoring & ops

    The compile-readiness gate for prompt auto-optimization. Decide whether you have earned the right to run an optimizer (DSPy MIPROv2 / GEPA / BootstrapFewShot) before spending compute. Two preconditions only — a real metric, and enough examples for the optimizer you picked. Garbage metric in, garbage

    Ready to connect★ 398

    github.com/agentsope/skillalchemy398 stars

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  • agentsop-regression-gateSkillMonitoring & ops

    Build a held-out eval set, run it on every prompt/model change, and block regressions in CI. An LM change is a code change — gate it with a test suite (eval set + metric + threshold). Cross-framework SOP not surfaced by any single base skill.

    Ready to connect★ 398

    github.com/agentsope/skillalchemy398 stars

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  • expo-observeSkillMonitoring & ops

    Lets your agent add Expo app metrics tracking and query performance summaries for your project.

    Ready to connect★ 397

    github.com/sediman-agent/openskynet395 stars

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  • growth-funnelSkillMonitoring & ops

    When the user wants to plan growth using the AARRR framework, diagnose growth bottlenecks, or map actions across the customer lifecycle. Also use when the user mentions "growth funnel," "AARRR," "pirate metrics," "acquisition activation retention," "customer lifecycle metrics," or "growth framework.

    Ready to connect★ 397

    github.com/sediman-agent/openskynet395 stars

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  • huggingface-trackioSkillMonitoring & ops

    Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization, alerts with webhooks, HF Space syncing, and JSON output f

    Ready to connect★ 397

    github.com/sediman-agent/openskynet395 stars

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  • checkSkillMonitoring & ops

    Check the running app, CLI, or server against the active spec's done-when criteria and capture observable pass or fail evidence without editing code. Use for /check, proving behavior before completion, or verifying the real result beyond builds and tests.

    Ready to connect★ 395

    github.com/aiblueprinthq/ai-blueprint355 stars

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  • Convex Agents Usage TrackingSkillMonitoring & ops

    Tracks LLM token consumption and usage metrics for billing, monitoring, and optimization. Use this to log token usage, calculate costs, generate invoices, and understand which agents or users consume the most resources.

    Ready to connect★ 394

    github.com/microck/ordinary-claude-skills395 stars

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  • distributed-tracingSkillMonitoring & ops

    Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.

    Ready to connect★ 394

    github.com/microck/ordinary-claude-skills395 stars

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  • rpcSkillMonitoring & ops

    Use when the user needs raw blockchain JSON-RPC access — contract reads (eth_call), native balances, blocks, transactions, logs, gas estimates, or any chain-native RPC method across 40 chains. One endpoint per chain via BlockRun's Tatum-backed gateway, $0.0030 per call, no node, no API key. Prefer b

    Ready to connect★ 395

    github.com/blockrunai/blockrun-mcp393 stars

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  • compareSkillMonitoring & ops

    Same-epoch comparison of training runs across wandb, neptune, tensorboard, or mlflow. Aligns runs at the student's current step (never current-vs-final-of-baseline) and separates proxy metrics from downstream targets. Use when the user asks to compare runs, check if a run is improving, track lag aga

    Ready to connect★ 391

    github.com/fcakyon/phd-skills394 stars

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  • launchSkillMonitoring & ops

    Pre-flight checklist for long-running ML training jobs covering config diff, run naming, path verification, monitoring setup, and restart-cleanup. Use when the user asks to launch, kick off, start, restart, or kill a training run, or mentions launching a multi-hour or multi-day GPU job (python train

    Ready to connect★ 391

    github.com/fcakyon/phd-skills394 stars

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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.

52,524 of the 52,958 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.

See how to connect your AI