Agent skills

Data & Analytics skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
4,693 found
3,4573,504 · page 73 / 98
icse-reproducibilityUse when building the verifiability story of an ICSE research-track paper, covering the open-science policy's sharing-by-default…brycewang-stanfordicse-submissionUse when auditing an ICSE research-track submission for HotCRP readiness, covering the mandatory abstract deadline, the…brycewang-stanfordicsme-camera-readyUse when preparing an accepted IEEE ICSME paper for its IEEE Xplore camera-ready, covering de-anonymization, the IEEEtran…brycewang-stanfordicsme-reproducibilityUse when strengthening IEEE ICSME reproducibility and open-science evidence, covering the data-availability statement…brycewang-stanfordicsme-submissionUse when auditing an IEEE ICSME research-track submission for EasyChair readiness, covering the abstract-then-paper two-step…brycewang-stanfordideal-customer-profileIdentify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs. Use when defining…phurynideogram-data-handlingManage Ideogram generated image assets, metadata tracking, and lifecycle management. Use when implementing image persistence…jeremylongshorewritesideogram-observabilitySet up monitoring, metrics, and alerts for Ideogram integrations. Use when implementing observability for Ideogram operations…jeremylongshorewritesieee-international-conference-on-data-engineeringUse when targeting IEEE International Conference on Data Engineering (ICDE) or deciding whether a computer-science manuscript…brycewang-stanfordieee-international-conference-on-data-miningUse when targeting IEEE International Conference on Data Mining (ICDM) or deciding whether a computer-science manuscript fits…brycewang-stanfordieee-transactions-on-biomedical-engineeringUse when targeting IEEE Transactions on Biomedical Engineering (TBME) or deciding whether a biomedical-engineering methods…brycewang-stanfordieee-transactions-on-medical-imagingUse when targeting IEEE Transactions on Medical Imaging (TMI) or deciding whether a medical-imaging methods manuscript fits this…brycewang-stanfordier-identificationUse when the identification argument is the bottleneck for an International Economic Review (IER) manuscript — structural…brycewang-stanfordier-replication-packageUse when assembling the data/code deposit and proof appendix for an International Economic Review (IER) manuscript under its…brycewang-stanfordier-tables-figuresUse when exhibits in an International Economic Review (IER) manuscript are dense, do not carry the argument, or do not present…brycewang-stanfordihl-058-data-transfer-in-tradeWenn es um Data Transfer In Trade in Internationales Handelsrecht und Lex Mercatoria geht: prüft Frist, Form, Zuständigkeit…Klotzketteihl-091-risk-dashboard-international-tradeWenn es um Risk Dashboard International Trade in Internationales Handelsrecht und Lex Mercatoria geht: prüft Frist, Form…Klotzketteihl-097-vertiefung-01-dashboard-und-naechster-schrittWenn es um Vertiefung 01 Dashboard Und Naechster Schritt in Internationales Handelsrecht und Lex Mercatoria geht: prüft Frist…Klotzketteijcai-artifact-evaluationUse when packaging IJCAI or IJCAI-ECAI code, data, proofs, models, and appendices as reproducibility evidence or supplementary…brycewang-stanfordijcai-experimentsUse when designing or auditing IJCAI or IJCAI-ECAI experiments, baselines, ablations, statistical evidence, hyperparameter…brycewang-stanfordijcai-supplementaryUse when preparing IJCAI or IJCAI-ECAI supplementary material, technical appendices, ZIP files, proofs, derivations, data, source…brycewang-stanfordijoc-data-analysisUse when running and reporting the computational experiments — and assembling the reproducible code/data deposit — for an INFORMS…brycewang-stanfordijoc-rebuttalUse when drafting the response to an INFORMS Journal on Computing (IJOC) decision letter — turning referee objections (especially…brycewang-stanfordimc-artifact-evaluationUse when preparing an ACM IMC artifact for release, covering the artifact-availability declaration, post-acceptance availability…brycewang-stanfordimc-camera-readyUse when preparing an accepted ACM IMC paper for the proceedings, covering systematic de-anonymization, finalizing the Ethics and…brycewang-stanfordimc-reproducibilityUse when strengthening ACM IMC reproducibility and availability evidence, covering the artifact-availability declaration…brycewang-stanfordimc-supplementaryUse when deciding what belongs in an ACM IMC paper body versus its appendix and released artifact, covering the acmart page…brycewang-stanfordimc-workflowUse when planning an ACM IMC campaign end to end, covering the choice between the two annual deadlines, backward planning from…brycewang-stanfordimf-data-api-guideRetrieve IMF economic indicators, exchange rates, and country databrycewang-stanfordimfer-identificationUse when the identification argument is the bottleneck for an IMF Economic Review (IMFER) manuscript — cross-country panel…brycewang-stanfordimfer-replication-packageUse when an IMF Economic Review (IMFER) manuscript's data and code must be packaged for reproducibility — including restricted…brycewang-stanfordiminuit-statistical-fitteriminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihooda5c-aiwritesImplement C++ DEList Doubly Linked ListImplement the member functions for the DEList class and DEItem struct in C++ to create a doubly linked list, adhering to specific…ECNU-ICALKImplement Linear Probing Hash Bucket MethodImplements a method to find a hash bucket using linear probing with wrap-around, handling existing keys and available slots…ECNU-ICALKImplement MoE-Mamba Model for Text GenerationImplement a PyTorch-based MoE-Mamba model featuring an input-dependent selection mechanism and Mixture of Experts (MoE) layer for…ECNU-ICALKImplement MoE-Mamba Text Generation ModelImplement a Mixture-of-Experts (MoE) Mamba model architecture for text generation, including data loading, training loop, and…ECNU-ICALKImplement Priority Queue in Python without Standard LibraryImplement a priority queue data structure in Python using a raw list/array, explicitly avoiding standard library modules like…ECNU-ICALKImplement RAPTOR with Semantic Chunking and MixedBread EmbeddingsImplements a hierarchical document analysis system combining RAPTOR's recursive tree structure with semantic chunking and…ECNU-ICALKincremental-load-setupConfigure incremental load setup operations. Auto-activating skill for Data Pipelines. Triggers on: incremental load setup…jeremylongshorewritesqdrant-indexing-performance-optimizationDiagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes…githubindustrial-brutalist-uiUse when creating raw industrial or tactical telemetry UIs with rigid grids, stark typography, CRT effects, and high-density data.sickn33infinityEnforces a strict input boundary protocol (detect, classify, filter, verify) to ensure untrusted data never reaches business…sickn33infl-047-plattform-analytics-als-beweisWenn es um Influencer-Recht: Plattform Analytics als Beweis in Influencer-Recht geht: zerlegt Ergebnis, Frist, Zuständigkeit…Klotzketteinfl-063-vertragsarchiv-creator-dashboardWenn es um Influencer-Recht: Vertragsarchiv Creator Dashboard in Influencer-Recht geht: zerlegt Ergebnis, Frist, Zuständigkeit…Klotzketteinfographic-generatorGenerate branded infographic specifications from any content or data. Outputs structured layout, copy, data visualization, and…Affitorinline-widgetInline HTML widgets: charts, dashboards, data tables rendered directly in the chat via ShowWidgetginlix-aiInsert S3 Images into Excel from DataFrameGenerate Python code to iterate through S3 keys stored in a pandas DataFrame, fetch the images using boto3, and embed them as…ECNU-ICALKinsightsShow session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. Computes stats from project…rohitg00
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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