PostHogData and databases
Add PostHog Product Analysis Events
instrument-product-analytics
Add PostHog product analysis events to track user behavior.
CATEGORY
Agent Skills: Data and databases
131 skills in force: 64 OpenAI, 23 Google, 20 Microsoft, 7 Neon, 3 Docker, 2 Stripe, 2 Firebase (Google), 2 Cloudflare, 2 Sentry, 2 Shopify, 1 Supabase, 1 MongoDB, 1 Hugging Face, 1 dbt Labs. What is a skill?
Skills in this category
PostHogData and databases
Add metric capture PostHog
instrument-metrics
Add PostHog metric capture to track meters, gauges and histograms.
PostHogData and databases
Analysis of AI citations
analyzing-ai-citations
Answer questions about AI references and Optimization of Response Engines (AEO) in PostHog: if the AI response engines (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) (-) Use when the user asks "are we cited by AI?", "who invites us never to quote?
PostHogData and databases
Diagnosis health experience
diagnosing-experiment-health
Performs diagnostics and a health check on a PostHog experience: its configuration, exposures, results and changes during the race.
PostHogData and databases
Diagnosis IC and merge bottlenecks
diagnosing-ci-and-merge-bottlenecks
Diagnosis CI and the demand for a health pipeline for a GitHub repo with engineering analysis tools Use when you are asked if CI becomes faster or slower, what kind of GitHub Actions work flow is slow or failing, how long do PR take from opening to merging, which open PR failed or waiting for a CI, where a draw request is blocked, what cost a failed test, which team has the most flakiest tests, or this cost of CI for a PR or workflow.Triggers on "engineering analysis", "ICR becomes slower", "low workflow", "ICR is low", "merger time", "cycle time", " Renewal flow", "fail controls", "where is stuck PR<n>"The long pole of IC", "The cost of IC".
PostHogData and databases
Signal Scouting: product mix (by account, product use and billing)
signals-scout-customer-analytics-billing-and-usage
Signals detect the movement Charles's products by account.
PostHogData and databases
Signal Scout: Product-Analytical Behavioural Regressions
signals-scout-product-analytics
Signal detectors for commodity analysis streams — funnels, retention, life cycle, tights and paths.
PostHogData and databases
Signal Scouting: Dashboard anomalies and previews
signals-scout-anomaly-detection
The scouting of the signals that overcome the anomalies in the project's saved ideas — bursts, falls, flat lines and trend breaks.
PostHogData and databases
Signal Scouting: Tool Calls
signals-scout-mcp-tool-calls
Signal Detector for PostHog tool calls Timepieces for tools that need improvement — wide range failure rates, back to action, slow or contextual responses — grouped by proprietary product category, each with a fixed suggestion.
PostHogData and databases
Transforming technical analysis into overviews and subscriptions
turning-engineering-analytics-into-insights
Transforms engineering analysis data (PR and CI) into saved PostHog information, dashboards and subscriptions, and explains how to query data with SQL.
PostHogData and databases
Investigate a metric change
investigate-metric
Diagnose why a product metric has changed (strap, piqué or flat) by orchestrating breakdowns, actors, paths, life cycle, resonon requests and annotations.
PostHogData and databases
Review warehouse suggestions
reviewing-warehouse-suggestions
PostHog reviews warehouse suggestions with one person and acts on them.
PostHogData and databases
Exploration of LLM costs
exploring-llm-costs
Study LLM's PostHog spending — total cost over time, cost per model, supplier, user, trace or custom dimension, token economy and hit cache, and cost regression.
PostHogData and databases
Analysis of signal scout revenues
signals-scout-revenue-analytics
View signals for PostHog revenue analysis.
PostHogData and databases
Creating a fast subscription
creating-ai-subscription
Create a PostHog report generated by AI, program a free text request to run on a cron, with the LLM-synthesized markup delivered to email, Slack, or Microsoft Teams on each tick.
PostHogData and databases
Fivetran migrant
migrating-from-fivetran
Move an user's Fivetran connectors to PostHog data warehouse sources.
PostHogData and databases
Find the first report useful
signals-scout-first-report
It is performed once after the activation of a self-driving vehicle to find a product and a product warehouse that does not lack one and presents a product and a warehouse.
GoogleData and databases
Multicloud Analytical Agent (Spark, Knowledge Catalog)
google-cloud-solution-agentic-analytics-spark-knowledge-catalog
A governed, end-to-end synthetic analytical solution around Knowledge Catalog and Apache Spark (Lightning Engine) managed service.
PostHogData and databases
Author of insight alerts
authoring-insight-alerts
The author's insight warns when an SQL or funnel insight crosses a boundary, changes strongly or appears abnormal.
OpenAIData and databases
Accessibility and inclusive viewing
accessibility-and-inclusive-visualization
Make the visualization of data accessible and inclusive.
OpenAIData and databases
Product and business analysis
product-business-analysis
Analyze product or business data to support a decision or recommendation.
OpenAIData and databases
Analyze data quality
analyze-data-quality
Assess whether structured data, query results, dashboards or analytical evidence are reliable enough to be used.
OpenAIData and databases
Overview of earnings
earnings-preview
Use when preparing full pre-remuneration reports with executive summary, wait bar, guidance credibility, KPI dashboard, script, K0, and appeal questions.
NeonData and databases
Calling Models via Neon AI Gateway
neon-ai-gateway
It can be used to call proprietary or open language and embeddings models via a single API and a single Neon identifier, integrated into the project branch and supported by Databricks.
OpenAIData and databases
BCL to FASTя
ngs-bcl-to-fastq
Validate Illumina BCL execute files and sample sheets, demultiplexing plan, review index/UMI/lane choices, perform BCL-to-FASTQ conversion, and interpret demux metrics while facing license/download limits.
NeonData and databases
Best practices Postgres on Neon
neon-postgres
Serves to work the Neon Postgres (Lakebase): a `DATABASE_URL` already there, SQL, schema, inspection or search.
OpenAIData and databases
Jurisdiction
index
Requests for Route Data Analytics plugin and large-scale analysis work at the right targeted workflow.
OpenAIData and databases
Create a data context
create-data-context
Create, update, inspect or repair data analytics semantic layers.
NeonData and databases
Deploy Neon Functions
neon-functions
Neon Functions deploys long-lasting HTTP Node.js functions on a Neon branch, with a public HTTPS URL, a calculation in the same region as the base, and automatic injection of DATABASE URL if the branch has Postgres.
OpenAIData and databases
Designer Metric Pack
metric-pack-designer
Design custom measurement packages for the plugin-eval so that teams can add local evaluation guidelines that issue schema checks and measurements.
OpenAIData and databases
Metric Diagnosis
metric-diagnostics
Diagnose why a metric has changed or differs from the wait.
OpenAIData and databases
Data visualization tests
testing-data-visualizations
Visualization of test data and dashboards.
OpenAIData and databases
Evaluation of comps
comps-valuation
Producing Public Equity Invest the comparable assessment of the company in a report or manual mode.
OpenAIData and databases
Gagneiblyt deep dive
earnings-deep-dive
Use to analyze the revenues of public corporations after the results, advice, transcripts or comments of appeals.
GoogleData and databases
IA and ML integrated into BigQuery
bigquery-ai-ml
When the analysis is to be done in SQL in BigQuery, with the already integrated learning and generative AI functions, this skill helps choose the right function: time series prediction, value prediction, detection of anomalies or ruptures, search for key factors, semantic or vector search, text classification, similarity, summary, translation, model evaluation, semantic filters, causal effect of intervention, correlations, descriptive statistics and distribution patterns, trend or seasonality.
OpenAIData and databases
KPI design
design-kpis
Develop PKI frameworks, metric definitions, targets, guardrails and measurement plans for product or business decisions.
OpenAIData and databases
Notebook Jupyter
jupyter-notebooks
Create, edit or validate reproducible SQL or Python notebooks.
PostHogData and databases
Setting up a data warehouse source
setting-up-a-data-warehouse-source
Guide the user by connecting a new data warehouse source, including databases, SaaS tools and bucket files.
OpenAIData and databases
Post an article on sites
publish-artifact-to-sites
Publish a validated Data Analytics report or dashboard artifact across sites.
OpenAIData and databases
PKI Reports
kpi-reporting
Prepare readings of the TKPC, scorecards, WBR/MBR/QBR updates and executive summaries based on quantitative measures of companies or products; use when reporting status, comparing with targets, explaining validated pilots, and indicating operational implications.
OpenAIData and databases
Gathering the business context
gather-business-context
Collect the business context from connected or provided sources so that the announcement Downstream analysis begins with the right framework.
OpenAIData and databases
AI Neural Reconstruction Physical Router (NuRec)
physical-ai-neural-reconstruction
Router for NVIDIA NuRec/NRE: USDZ rendering, NCore conversion, 3DGS, gRPC sim sensor, PhysicalAI HF data sets.
OpenAIData and databases
SCRNA childcare QC
scrna-seq-qc
Process, control, annotate and visualize single cell or mononucleate RNA-seq data sets on a tissue and species scale.
OpenAIData and databases
Visualization strategy and critical
visualization-strategy-and-critique
Choose, expose, criticize and explain data visualizations.
PostHogData and databases
Suggest data imports
suggesting-data-imports
Use when requesting revenue, payments, subscriptions, billing, CRM offers, support tickets, advertising expenses, production database tables, bucket Having a file or local file downloads.
PostHogData and databases
Synchronization of migrant self-managed tables
syncing-migrated-self-managed-tables
Enable synchronization for warehouse tables that PostHog Conseil has moved from self-managed tables to managed sources (Amazon S3, Google Cloud Storage, Azure Blob, Cloudflare R2 or File Download).
OpenAIData and databases
Tailor Portfolio Risk Management
portfolio-risk-management
Use the size of public equity investment positions, the search for equity hedges or the development of an integrated risk plan in positions and hedges based on a thesis rated in shares.
OpenAIData and databases
Three.js and WebGL Data Visualization
threejs-data-visualization
Fast data visualization by Render WebGL with three.js, WebGL raw, deck.gl, luma.gl, PixiJS, Sigma.js, Plotly WebGL traces, ECharts GL, CesiumJS, Babylon.js, or related GPU libraries.
OpenAIData and databases
Data visualisation
visualize-data
Design, build, revise, or AQ charts and quantitative figures.
OpenAIData and databases
Statistical visualisation and uncertainty
statistical-and-uncertainty-visualization
Develop statistically honest and uncertain visualizations.
NeonData and databases
Overview of Neon
neon
Presents Neon as a set of primitive backgrounds around Lakebase Postgres: authentication, object storage, functions, AI gateway and real-time queries, all instantaneous, plug-in and server-free.
NeonData and databases
Build an agent platform on Neon
neon-postgres-agent-platforms
Used to design and operate a platform of agents or creators of multi-lease applications on Neon.
PostHogData and databases
Subscription management
managing-subscriptions
Create and manage PostHog subscriptions programmed for insightful snapshots, dashboard snapshots and AI quick reports.
StripeData and databases
Identify a provider via Stripe Directory
stripe-directory
Identify providers, merchants, organizations, platforms, API or services, and find out how to pay, make a donation, subscribe, book, provide or integrate.
StripeData and databases
Provide services with Stripe Projects
stripe-projects
Stripe Projects provides third party services (bases, authentication, hosting, cache, analytics, IA, observability) via a CLI Stripe plugin and retrieves the keys.
PostHogData and databases
Signal Scout: Workflow
signals-scout-workflows
Signal detector for PostHog workflows.
Firebase (Google)Data and databases
Design and manage Cloud Firestore
firebase-firestore
The skill installs, interrogates and configures Cloud Firestore databases (Standard or Enterprise editions): modeling, security rules, index, and SDK (Web, Admin, Python, iOS, Android, Fluter).
GoogleData and databases
Translate Snowflake dbt models to BigQuery
dbt-sf-to-bq-translator
Translation of dbt SQL models written for Snowflake into a normalized BigQuery SQL.
NeonData and databases
Configure Neon Auth
neon-auth
To add authentication to a new application, with Neon Auth (better Auth managed): login, users and sessions that connect with the database, ID routing, registration, reset, OTP e-mail, magical links, organizations, OTP phone, OAuth, OAuth server for MCP or third party clients, access keys, MFA and trust domains.
PostHogData and databases
Filtering and measuring robot traffic
filtering-bot-traffic
Identify, measure and exclude bot / ramper / AI agent traffic in PostHog web and product analysis using traffic classification surface (isLikelyBot / getTraffic functionsHogQL type and $virt * virtual properties).
CloudflareData and databases
Analytical flux with Cloudflare Basin
basin
Builds and troubleshoots basic analytical streams (Pipelines, Catalog, SQL): streaming data to Iceberg tables on R2, catalog management, queries.
CloudflareData and databases
Durable logs with Cloudflare K2
k2
Cloudflare K2 (and K2 Streams) is a sustainable newspaper designed to decouple producers and consumers from events.
GoogleData and databases
User-defined functions in BigQuery
bigquery-udfs
To create, deploy or troubleshoot an user-defined function or a remote function in BigQuery, this skill helps choose the right type: SQL UDF (scalar or model), JavaScript UDF, Python UDF (with or without connection), or remote function exposed by Cloud Run Endpoint.
PostHogData and databases
Asking the data from the web
querying-canvas-data
Get PostHog data into a canvas correctly: the host-injected Use every time a canvas displays metrics, graphs, tables, or PostHog data, or GitHub or server data, or send analytical events.
GoogleData and databases
Recommendations for Managed Airflow
managed-airflow-recommendations
The Apache Airflow managed service (MSAA, formerly Cloud Composer) has here a guide of recommendations: creation, configuration, setting, dimensioning, health of the system, and ways to avoid load restarts.
GoogleData and databases
Translate SQL to BigQuery
bigquery-migration-sql-translator
This skill relies on the BigQuery migration service (BQMS) and its MCP server to translate queries, DDL schematics and procedures stored from inherited dialects — Teradata, Oracle, Redshift, Snowflake, SparkSQL, HiveQL — to BigQuery's GoogleSQL.
PostHogData and databases
Creating a parameter
creating-an-endpoint
Create a PostHog parameter with the correct form at the first Act — covers the choice of query type, name conventions, what to expose as variables (hogQL name code vs ABOUT insight ventilation), data freshness seconds, and the opportunity to materialize on the first day.
PostHogData and databases
Final performance diagnosis
diagnosing-endpoint-performance
Diagnose why a PostHog parameter is slow or expensive and propose a concrete correction: hit the TTL cache, activate theearliest materialization, restructure the variables or rewrite the query.
PostHogData and databases
Working with Self-Research
working-with-autoresearch
Use PostHog Autoresearch, predictive models driven by agents: ask "who will do X in the next few days N?", let an agent form a model, then mark people every day in a person's property and events Use when an user wants to predict churn, activity, return, functionality adoption, conversion or any event or action per person; create or validate a model from a model; start training or scoring now; read the quality of the model (beyond the CSA achieved, lifting, calibration, probability segments, coverage); leading training with suggestions; acting on predictions with cohorts, feature flags, workflows or SQL; or diagnosing a model that does not form, score everyone or lodge.Trigger on "self-search", "predictive model", "propensity score", "head prediction", "susceptible to convert", "which will make X", "predicted p", "self-research prediction", "realization of the CSA", "champion model".
PostHogData and databases
Audit of the Health Data Warehouse
auditing-warehouse-view-health
Verify the health of the materialized views of a PostHog project (recorded issues) — find each missed materialization and report unused or materialized views that cost storage and calculation.
PostHogData and databases
Analysis of funnel correlation
analyzing-funnel-correlation
Find the features of equipment development for equipment development.
GoogleData and databases
Data science architecture with AI agents
google-cloud-solution-agentic-ai-data-science-workflow
Designing an "agentic" multi-product data science architecture on Google Cloud, with already defined practices: analytical or learning based on agents, not a simple batch pipeline.
PostHogData and databases
Configuring a Custom REST Source
setting-up-a-custom-rest-source
Connect an arbitrary REST to the PostHog data warehouse as a custom source by creating a JSON manifest, without code by source.
PostHogData and databases
Progressive Synchronization Configuration
tuning-incremental-sync-config
Change the synchronization configuration of an existing Data Remote Software — switch sync type, choose a different incremental field field, set primary key columns, choose cdc table mode, or change sync frequency.
GoogleData and databases
Lakehouse open multicloud with AI agents
google-cloud-solution-agentic-ai-borderless-data-lakehouse
Design of an open "borderless" lakehouse, based on Lakehouse for Apache Iceberg and BigQuery data agents: multi-cloud storage (Cloud Storage, Amazon S3, Azure Blob), ingestion, d'IA service subsystems, Cross-Cloud Interconnect, and deployment of agents on Gemini Enterprise Agent Platform.
GoogleData and databases
Hybrid search with AlloyDB
google-cloud-solution-hybrid-search-alloydb
Design of a hybrid, semantic and keyword search system, typically on AlloyDB: vector search combined with structured SQL filters, facets, semantic reordering, validation of AI in the base, or serverless hosting in front of a transactional base, warehouse or managed engine.
GoogleData and databases
Analyze the impact of a BigQuery table change
datalineage-bigquery-asset-impact-analysis
When a BigQuery table or view is broken, out of date, or is being considered for modification, deletion or suspension of updates, this skill evaluates the downstream impact radius: tables, dashboards and dependent processes.
GoogleData and databases
BigQuery Bases
bigquery-basics
Input point to interact with BigQuery: run SQL, manage datasets, tables and views, launch jobs, or do first-level ingestion and analysis.
GoogleData and databases
Bigtable Bases
bigtable-basics
Provision of Bigtable instances and tables, design of high performance schemas (line keys, column families), SQL queries or client code (Java, Go, Python), and diagnosis of performance or hot spots.
GoogleData and databases
Spanner Cloud Bases
spanner-basics
Provision of Spanner instances and databases, design of high performance schemas, and queries — SQL or client libraries.
GoogleData and databases
SQL Cloud Databases
cloud-sql-basics
Creating and explaining SQL Cloud instances and databases for MySQL, PostgreSQL or SQL Server.
GoogleData and databases
AlloyDB Bases for PostgreSQL
alloydb-basics
AlloyDB administration for PostgreSQL: clusters, instances, backups, and, if applicable, MCP AlloyDB tools to automate operations.
GoogleData and databases
BigQuery DataFrames (BigFrames) in Python
bigquery-bigframes
As soon as a Python data task touches BigQuery—preparation, analysis or learning—this skill is the default path: it generates BigQuery DataFrames (BigFrames) code, along with the practices of d-API and a machine learning pane, including an ML legacy reported as such.
GoogleData and databases
Choose Google Cloud Database
cloud-databases-onboarding
Discovery of needs, recommendation of a Google Cloud engine from a matrix, then help with creation, according to a plan-valid-execution scheme.
GoogleData and databases
Sprinkle BigQuery
bigquery-troubleshooting
When a job is broken, failed, too slow or too expensive, this skill leads to a diagnosis of cause: symptoms, goulets of the execution graph and the stages of the plan, overall performance, or unexpectedly expensive load (requests on demand, autoscaling slots, storage growth).
GoogleData and databases
DAG Airflow (Managed Airflow)
managed-airflow-dag-troubleshooting
When a DAG execution or task instance fails in the Airflow managed service, this skill performs a deterministic diagnosis, based on facts (newspapers, code, state), via gcloud composing, logging and storage, rather than vague advice.
GoogleData and databases
Write DAG Airflow (Managed Airflow)
managed-airflow-dag-authoring
To create or extend a DAG in the Airflow managed service, this skill starts with the context: target environment, access, development station, and, if requested, environmental inspection.
GoogleData and databases
Migrate DAGs to Airflow 2.11 or 3
managed-airflow-migrations
This skill carries the DAG code of an MSAA environment (or a local copy) to Airflow 2.11.1 (generations 2 and 3 of the service) or to Airflow 3 (generation 3).
GoogleData and databases
Optimize BigQuery costs and performance
bigquery-optimization
Workflows to improve a BigQuery environment: capacity planning and editing, reservation rights, choice between logical and physical storage, partitioning and clustering, partition life cycle and expiration, DDL tables, migration of a non-partitioned table, setting of an SQL query, and evaluation of acceleration structures (search index, materialized views, BI Engine).
GoogleData and databases
Summarize data lineage
datalineage-summary
When you want to understand where and where data from a BigQuery or Cloud Storage asset goes, this skill runs through the lineage graph (Knowledge catalogue, MCP server) upstream and downstream, at the table or column level, and then tells it in a readable Markdown report, from left to right, without drowning the player under nodes and links.
PostHogData and databases
Signal Scout: Client Analysis (Account Health)
signals-scout-customer-analytics
Signal Scout for PostHog Client Analysis (Accounts).
PostHogData and databases
Analysis of offline evaluations
analyzing-offline-evaluations
Inspect and compare out-of-line AI assessment experiments, diagnose case-level regressions and track the history of scorers at application, model or rapid change scale.
PostHogData and databases
Verification of members' access
checking-member-access
Explains what a member or role can do in a PostHog project, using the access control tools Use when the user asks what someone can see or change, who can change dashboards or flags, why a member can or can't open a dashboard, notebook or table, what a role grants, what properties are hidden from someone, or how default project access is defined.
MicrosoftData and databases
Ask Azure Data Explorer (Kusto) in KQL
azure-kusto
This skill is used for the query of Azure Data Explorer (Kusto/ADX) in KQL: writing and executing KQL queries for log analytics, telemetry, time series, IoT telemetry, or detection of anomalies.
Firebase (Google)Data and databases
Backend PostgreSQL with Firebase SQL Connect
firebase-data-connect
The skill builds and deploys a Firebase SQL Connect backend (also known as Firebase Data Connect) on PostgreSQL in a secure way: schematics and relationships, authorized requests and mutations, real-time updates, and generation of typed SDK.
PostHogData and databases
Modelling of income indicators
modeling-revenue-metrics
Build reuscase revenue models — MRR, ARR, gross revenue,Fileup/contraction/churn, ARPU, LTV and revenue per client and account — either on PostHog (HogQL) data storage views or on an external dbt project.
PostHogData and databases
Modeling of product use parameters
modeling-product-usage-metrics
Build reusable product use and commitment models — retention, colliability and life cycle — on PostHog (HogQL) data storage views or on an external dbt project.
PostHogData and databases
Modelling dimension tables (star diagram)
modeling-dimension-tables
Build reusable dimension / search tables for a star scheme — country/ Cohesion, time zone, currency, date, Rather, plan/product and other descriptive attributes — on PostHog (HogQL) data storage views or an external dbt project.
PostHogData and databases
Streamlit Application Management
managing-streamlit-apps
Create, deploy, and operate Streamlit applications in PostHog via streamlit-apps tools - create an application, set its source, read and correct its code, start and stop its sandbox, survey status, list versions, delete and share the application with humans via its PostHog URL.
MicrosoftData and databases
Choose and use Azure storage services
azure-storage
Covers Azure Storage services: Blob, File Shares, Queue, Table and Data Lake.
DockerData and databases
Configure and debug Docker Composer
docker-compose-patterns
Provides rules to create, modify or diagnose a Docker Composite configuration (compose.yaml or compose.override.yaml): services, health checks, order of dependencies, volumes, networks, environment variables and development overloads.
DockerData and databases
Dockering a project from scratch
docker-project-foundations
Guides the initial implementation of a project with Docker: Dockerfile, composing.yaml and .dockerignore, favouring containerized dependencies rather than installations on the host machine.
SentryData and databases
Review Django performance
django-perf-review
This skill rereads the Django code for validated performance problems: N+1, unbounded quizzes, missing indexes, writing loops, and, at a lower level, some ineffective patterns.
PostHogData and databases
Creation of experiences
creating-experiments
Guide agents by creating experiences: read the configuration of the project with the setup-context experience, define the hypothesis, configure deployment and bucket, set up analysis and operating time, and report the choices that are guessed.
PostHogData and databases
Exploring the use of tools
exploring-mcp-tool-usage
Starting point to explore how the tools of a PostHog server are used, K0-K — directs a general question to the typed tool that answers it.
PostHogData and databases
The Code of Conduct on the Law of the Republic of Lithuania
setting-up-warehouse-properties
Populate person or group properties from a data warehouse table or materialized view, so warehouse columns become properties usable in characteristic flags, cohorts and ideas.
DockerData and databases
Describe a sbxenv.yaml environment for Docker Sandboxes
docker-sandboxes-env
The `sbxenv.yaml` file (schemaVersion "1", still experimental) declaratively describes a Docker Sandboxes environment: agent, kits, mounts, arguments, variables, secrets, registers, links, MCP servers, ports and host commands `lifecycle:`.
PostHogData and databases
Copy parameters through projects
copying-endpoints-across-projects
Copy a PostHog parameter (a saved HogQL/insight query exposed as a route to another project in the same organization, or reproduce it under a new name in the same project.
PostHogData and databases
Creating box graph information
creating-box-plot-insights
Creates product analysis or box diagram information with SQL support in PostHog.
PostHogData and databases
Explore automatic capture events
exploring-autocapture-events
Guide the exploration of $autocapture events captured by posthog-js to understand user interactions, Scan for CSS selectors (especially data-attr attributes), evaluate the uniqueness of the selector, request corresponding ad-hoc clicks, and create actions.
PostHogData and databases
Formatting the axes of insight
formatting-insight-axes
Choose the appropriate y-axis unit when creating or updating a preview via Use when the agent is about to add a
PostHogData and databases
Management of road cleaning rules
managing-path-cleaning-rules
Inspects URL paths and offers, tests, controls and applies path cleaning rules at the project level so that dynamic segments (digital ID, UUIDs, slugs, dates) collapse into readable aliases.
PostHogData and databases
Modeling of ventrator parameters
modeling-activation-metrics
Build reusable activation models—a metric with activation rate and an activated flag embossed per user/account—on PostHog (HogQL Executive) data storage views or an external dbt project.
PostHogData and databases
Modeling of conversion parameters
modeling-conversion-metrics
Build reusable conversion models — funnel/step conversion rate, stall and conversion time — on PostHog (HogQL) data storage views or on an external dbt project.
PostHogData and databases
Propose road cleaning rules
suggesting-path-cleaning-rules
Runs and explains AI's automated health control that suggests path cleaning rules for web analytics teams.
PostHogData and databases
Verification of the health data source
auditing-warehouse-source-health
Check the health of PostHog data warehouse sources and synchronizations – find every broken or degraded source connection, sync schema and webhook channel.
OpenAIData and databases
Get third party chips via Vercel Connect
vercel-connect
Vercel Connect guide to secure limited OAuth tokens for third-party services (Slack, GitHub, MCP, OAuth, Snowflake) on behalf of applications or users via OIDC Vercel.
NeonData and databases
Good practice Postgres
postgres-best-practices
Gathers best practices Postgres independent from the supplier: schema design, indexing, query optimization, migrations and frequent traps.
MicrosoftData and databases
Build and interview Kusto graphs in natural language
azure-kusto-graph
Allows you to build and interrogate Kusto graphs from a natural language application: transient graphs (make-graph), persistent models and snapshots, pattern matching (graph-match), shorter paths, related components and graph-to-table export.
MicrosoftData and databases
View IRQL or KQL results in graph form
azure-kusto-irql-graph
Applies IRQL graph functions to KQL or IRQL query results, for viewing in Kusto Explorer: mappings Lift To Graph, Graph Render View views, property folding, and enrichments Extract Node * / Enrich Graph *.
SupabaseData and databases
Good practices Postgres (Supabase)
supabase-postgres-best-practices
Collects the best Postgres practices maintained by Supabase, valid for a Postgres hosted anywhere, not just on Supabase.
MicrosoftData and databases
Access to Azure Cosmos DB (API NoSQL) in Rust
azure-cosmos-rust
The Azure Cosmos DB library for Rust (API NoSQL) covers the CRUD of documents, containers and possibly distributed data, around CosmosClient and the hierarchy documented by the skill.
MicrosoftData and databases
Access Azure Cosmos DB (API NoSQL) in Python
azure-cosmos-py
The SDK Azure Cosmos DB for Python (API NoSQL) manages documents, queries, containers and possibly distributed data.
MicrosoftData and databases
Build a production-level Cosmos DB service with FastAPI
azure-cosmos-db-py
Skills to implement an Azure Cosmos DB NoSQL Python service, with FastAPI, according to production level schemes.
MicrosoftData and databases
Manage a Data Lake Gen2 hierarchical file system in Python
azure-storage-file-datalake-py
The SDK Azure Data Lake Storage Gen2 for Python is working on a hierarchical file system, designed for analysis and file/directory operations.
MicrosoftData and databases
Store key-value entities with Azure Tables in Python
azure-data-tables-py
The SDK Azure Tables for Python targets key-value NoSQL storage, both on Azure Storage Tables and on the API Cosmos DB Table.
OpenAIData and databases
Optimize Postgres queries and schemas according to Supabase practices
supabase-postgres-best-practices
Collects Postgres performance optimization practices maintained by Supabase.
OpenAIData and databases
Working with Supabase (base, auth, functions, real time)
supabase
Used for any task involving Supabase.
OpenAIData and databases
Search for utilities Enter NCBI (PubMed, Gene, Protein, Nucleotide, PMC, GEO)
ncbi-entrez-skill
This skill questions the E-Utilities NCBI Enter for PubMed, Gene, Protein, Nucleotide, PMC metadata and GEO feeds, in compact format.
OpenAIData and databases
Prepare the submission folder for an app ChatGPT
chatgpt-app-submission
Used to inspect the code of an MCP server of ChatGPT and to produce a `chatgpt-app-submission.json`: suggestions for app information, justifications for tool indices, test cases and negative test cases, and then report the review findings and warnings `outputSchema`.
MicrosoftData and databases
Create a reporting agent M365 Copilot or Teams
declarative-agent-developer
Creates, assembles, deploys, and locates reporting agents for M365 Copilot and Teams: scaffolding, editing demonstrations, adding capabilities or plugins.
PostHogData and databases
Parameter version management
managing-endpoint-versions
Work safely with end versions — preview Eventually a draft in the playground, return to an older version, update settings on a version without overwriting query history, disable a specific version.
SentryData and databases
Document an endpoint the
document-api-endpoint
Used to document and type an endpoint of: API Sentry decorators `@extend_schema`, TypedResponse dict, parameter typing, correction of lag between declared schema and actual response, validation of specification, up to possible promotion in the public.
OpenAIData and databases
Model custom data with metafields and metaobjects Shopify
shopify-custom-data
Must be used first when an application mentions metafields or meta objects.
OpenAIData and databases
Analyze Product Data and Manage PostHog Tools
posthog
Used to analyze product data and drive PostHog tools.
OpenAIData and databases
Analyzing Product Data Python Mixpanel
mixpanelyst
Used when interrogating Mixpanel product analytics: events, funnels, retention curves, cohorts, segmentation, user behavior, conversion rate, attrition, DAU/MAU, ARPU, income metrics, adoption of a feature, A/B test results, user path, or any request to interrogate, explore, visualize or analyze mixedpanel Python data.
OpenAIData and databases
Create, modify or explain a Mixpanel dashboard
dashboard-expert
Covers the life cycle and analysis of the Mixpanel dashboards: reading and understanding an existing array, creating, modifying, and annotated explanation from the data.
OpenAIData and databases
Understand the Airtable data model (bases, tables, views, automations)
airtable-overview
Explains what Airtable is and how data are structured: bases, tables, fields, records, views, automations and interfaces.
OpenAIData and databases
Filter Airtable records, even without saying "filter"
airtable-filters
Used to find, filter or circumscribe Airtable records according to field values, even when the word "filter" is not pronounced.
OpenAIData and databases
List, read and edit Airtable databases via airtable-mcp
airtable-cli
To list databases, read and write records, manage tables and fields, filter and search for Airtable data, via the `airtable-mcp` CLI.
MongoDBData and databases
Configure MCP MongoDB Server
mongodb-mcp-setup
Guides the configuration of the MCP MongoDB server's essential options once installed.
OpenAIData and databases
Generate a diagram in Figma
figma-generate-diagram
Mandatory prerequisite before any call to the generic diagram tool: the SKILL.md prohibits calling directly without loading this skill.
OpenAIData and databases
Ask the eQTL catalog, taking into account a sometimes fragile API
eqtl-catalogue-skill
This skill questions the eQTL catalogue of the EBI for associations and metadata, in compact format, while treating the API as fragile upstream.
OpenAIData and databases
Ask the ENCODE portal for an object or metadata search
encode-skill
This skill questions the ENCODE project's ENCODE project for objects and portal searches, in a compact summary.
OpenAIData and databases
Query NCBI Dataset v2, for assembly, genome or taxonomy
ncbi-datasets-skill
This skill questions the Calls go through the dedicated A typical example is a A short Markdown driven from the output of the script is returned; the JSON or raw file is kept only if requested.
OpenAIData and databases
Ask PharmGKB for a gene, variant, clinical annotation or dosage
pharmgkb-skill
This skill questions the API PharmGKB for genes, variants, clinical annotations, dosage recommendations and research, in compact format.
OpenAIData and databases
Ask QuickGO for a GO term, annotation, or ontology course
quickgo-skill
This skill questions QuickGO for Gene Ontology terms, annotations and an ontology journey, with a concise Markdown summary.
OpenAIData and databases
Query RNAcentral for RNA input, or cross correspondence
rnacentral-skill
This skill questions the API RNAcentral to browse through RNA entries, consult one, or read cross-references in compact format.
OpenAIData and databases
Priorize the candidate genes of a GWAS locus by a deterministic chain
locus-to-gene-mapper-skill
To match GWAS loci to rated candidate genes, via a deterministic chain of several skills (EFO, then GWAS, then co-ordinated, then Open Targets L2G and room, then eQTL, then context of burden or coding), with reproducible tables and optional figures.
PostHogData and databases
Explore Live Web Traffic Analysis
exploring-live-traffic
Inspects PostHog Web analytics Online tab data — current online users, last 30 minute page views, top of page, referents, devices, browsers, country, robot traffic, and bot/user graphics per minute.
MicrosoftData and databases
Administer Azure Cache for Redis on .NET (Management Plan)
azure-resource-manager-redis-dotnet
SDK Azure Resource Manager for Redis in .NET, reserved for the management plan: create and administer Azure Cache for Redis instances, firewall rules, access keys, patch plans, linked servers (georeplication) and private termination points.
MicrosoftData and databases
Administer Azure Database for MySQL Flexible Server in .NET
azure-resource-manager-mysql-dotnet
The SDK Azure.ResourceManager.MySql for .NET administers Azure Database for MySQL Flexible Server: server creation, databases, firewall rules, configurations, backups and high availability, on the management plan.
MicrosoftData and databases
Administer Azure Database for PostgreSQL Flexible Server in .NET
azure-resource-manager-postgresql-dotnet
The SDK Azure.ResourceManager.PostgreSql for .NET administers Azure Database for PostgreSQL Flexible Server on the management plan: server creation, databases, firewall rules, configurations, backups and high availability.
MicrosoftData and databases
Administer Azure SQL to .NET (Management Plan)
azure-resource-manager-sql-dotnet
This skill relates to the Azure SQL control plan in .NET, via `Azure.ResourceManager.Sql`.
MicrosoftData and databases
Administer a Cosmos DB account in .NET (Management Plan)
azure-resource-manager-cosmosdb-dotnet
The source text describes the control plan Azure Cosmos DB in .NET, via `Azure.ResourceManager.CosmosDB`.
PostHogData and databases
Query signal
signals
How to consult the document table empedd dementia for raw signal data using HogQL.
Hugging FaceData and databases
Explore a dataset via the
huggingface-datasets
The skills are used for Hub Dataset Viewer streams: metadata of subsets and cuttings, pagination of lines, text search, filters, download of parquet URLs, sizes and statistics.
MicrosoftData and databases
Store key-value entities with Azure Tables in Java
azure-data-tables-java
The source text describes the SDK Java Azure Tables.
MicrosoftData and databases
Access Azure Cosmos DB (data map) in JavaScript
azure-cosmos-ts
The source text describes the Azure Cosmos DB data plan in JavaScript, via `@azure/cosmos` and `CosmosClient`.
OpenAIData and databases
Search for a human gene, in autocompletion style, via NCBI clinical tables
ncbi-clinicaltables-skill
This skill questions the Clinical Tables CNBI Gene for a search for human genes, with pagination and choice of fields, in compact format close to self-completion.
OpenAIData and databases
Choose and configure Vercel storage (Blob, Edge Config, Marketplace)
vercel-storage
Expert guide on Vercel storage: Blob, Edge Config, and Market Place storage (Neon Postgres, Upstash Redis).
OpenAIData and databases
Ask AlphaFold for a prediction or structure summary
alphafold-skill
This skill questions the API of AlphaFold database for prediction, UniProt or sequence summary, and annotations, in compact format.
OpenAIData and databases
Ask Bgee in SPARQL for a healthy wild expression
bgee-skill
Serves to submit compact SPARQL queries to Bgee, for wild, healthy expression metadata and research schemes that take into account ontology.
OpenAIData and databases
Ask BindingDB for a ligand-target link
bindingdb-skill
Serves to submit compact REST queries to BindingDB, for a ligand-target link search by PDB, UniProt, or a match search.
OpenAIData and databases
Ask bioRxiv and medRxiv for pre-publication metadata
biorxiv-skill
This skill questions the Calls go through Typical path are We distinguish bioRxiv and medRxiv in the path, other than merge them.
OpenAIData and databases
Ask BioStudies and ArrayExpress, for study or accession
biostudies-arrayexpress-skill
This skill questions the API BioStudies and ArrayExpress for free text search or recovery of a study by ID.
OpenAIData and databases
Ask cBioPortal for study, mutations, clinical data or samples
cbioportal-skill
This skill questions the API cBioPortal for studies, profiles and mutation recovery, in a compact summary.
OpenAIData and databases
Ask CELLxGENE Discover, for metadata of an unicellular collection
cellxgene-skill
This skill questions the API CELLxGENE Discover for public metadata of a collection or game, in a compact summary.
OpenAIData and databases
Ask ChEBI for a compound, ontology or structure
chebi-skill
This skill questions ChEBI for chemical entities, in compact format.
OpenAIData and databases
Ask ChEMBL for an activity, molecule, target or mechanism
chembl-skill
This skill questions the API ChEMBL for activities, molecules, targets, mechanisms and text search, remaining compact.
OpenAIData and databases
Interview CIViC in GraphQL, for the interpretation of a cancer variant
civic-skill
Used to submit compact GraphQL requests to CIViC, to inspect the interpretation scheme of a cancer variant, and recover targeted evidence.
OpenAIData and databases
Ask ClinicalTrials.gov v2, for study or metadata
clinicaltrials-skill
This skill questions the API ClinicalTrials.gov v2 to search for studies or inspect the model of the API, in compact format.
OpenAIData and databases
Ask ClinVar and NCBI Variation, for an identifier variant or correspondence
clinvar-variation-skill
This skill questions ClinVar (Clinical Tables) and NCBI variation services for a search, or a VCV, RCV, SCV or RefSNP consultation, in compact format.
OpenAIData and databases
Interview EpiGraphDB for evidence of ontology, literature, MR or drug gene
epigraphdb-skill
This skill questions the API EpiGraphDB for links between traits, genes and medicines, in compact format — for example, ontological correspondence GWAS-EFO, or gene-related medicines.
OpenAIData and databases
Ask Genebass for the burden of an Ensembl gene, on a given game
genebass-gene-burden-skill
This skill questions Genebass for a gene load summary (PheWAS), based on an Ensembl ID and a call load set.
OpenAIData and databases
Ask gnomAD in GraphQL for a frequency, gene constraint or context of variant
gnomad-graphql-skill
To submit compact GraphQL requests to gnomAD, for a frequency, gene constraint, and a context of variation.
OpenAIData and databases
Ask HMDB for a metabolite, protein, disease or route
hmdb-skill
To submit compact research requests to HMDB for metabolites, proteins, diseases and pathways.
OpenAIData and databases
IPD interview for HLA allele or cell-level metadata
ipd-skill
Serves to submit compact REST requests to IPD, for HLA allele metadata and at the cell level, via the public IPD query the API.
OpenAIData and databases
Ask the GWAS catalogue for a study, association, SNP or EFO line
gwas-catalog-skill
This skill questions the GWAS catalogue's GWAS catalogue for studies and associations, in a compact summary.
OpenAIData and databases
Ask PRIDE archives for a proteomics project
pride-skill
This skill questions the PRIDE archive for proteomics projects, in compact format.
OpenAIData and databases
Interrogating the REST Ensemble for correspondence, overlap or variation
ensembl-skill
This skill questions the API REST of Ensembl for object consultations, genomic overlaps, cross correspondence and variations, in compact format.
OpenAIData and databases
Ask the European Variation Archive, for an archived species or variant
eva-skill
Serves to submit compact REST requests to EVA, for species metadata and consultation of archived variants.
OpenAIData and databases
Ask the Human Protein Atlas for a gene, tissue or cell line
human-protein-atlas-skill
This skill questions the Human Protein Atlas for a JSON gene, a downloadable search, or a fabric or line page, in compact format.
OpenAIData and databases
Ask MetaboLights, to discover a metabolomics study
metabolights-skill
This skill questions MetaboLights to discover studies and read metabolomics metadata in the form of a compact summary.
OpenAIData and databases
Ask MGnify for a study, sample or biome of microbiome
mgnify-skill
This skill questions the API MGnify for studies, samples and metadata of biomes in compact format.
OpenAIData and databases
Ask Open Targets in GraphQL for a target, disease, medication or proof
opentargets-skill
To submit compact GraphQL requests to the Open Targets platform, for data of target, disease, drug, variant, study and research, including heat matrices of associated disease data sources.
OpenAIData and databases
Ask ProteomeXchange PROXI, for a game, spectrum, protein or USI
proteomexchange-skill
This skill questions ProteomeXchange's ProteomeXchange's proteomics games, identifiers and spectra examples in compact format.
OpenAIData and databases
Ask PubChem PUG REST, for property, description, trial or substance
pubchem-pug-skill
This skill questions PubChem via PUG REST for compound properties, descriptions, test summaries and substance metadata.
OpenAIData and databases
Ask RCSB PDB for metadata, search, or FASTA download
rcsb-pdb-skill
This skill questions the RCSB PDB for core metadata, searches via the API Search, and FASTA downloads in compact format.
OpenAIData and databases
Ask Reactome for a track, event, participant or schema
reactome-skill
This skill questions the ContentService Reactome for tracks, events and their participants, in compact format.
OpenAIData and databases
Ask Rhea for a biochemical reaction, or reaction ID
rhea-skill
Used to submit compact search queries to Rhea for biochemical reactions and reaction identifiers.
OpenAIData and databases
Ask STRING for a network of interactions, partners, or enrichment
string-skill
This skill questions the API STRING for protein interaction networks and partners, in a compact summary.
OpenAIData and databases
Ask UniProt for UniProtKB, UniRef, UniParc, or a FASTA feed
uniprot-skill
This skill questions UniProt for UniProtKB, UniRef, UniParc, and FASTA streams in compact format.
OpenAIData and databases
Optimize Postgres according to Supabase practices, in Build Web Apps
supabase-postgres-best-practices
Collect, in the OpenAI Build Web Apps plugin, Postgres optimization practices maintained by Supabase.
OpenAIData and databases
Persist each generation of a model, with an ID and URL
ai-generation-persistence
Describes the patterns of persistence of generations of AI: unique identifiers, addressable URLs, base storage, and cost tracking, for each generation of a language model.
OpenAIData and databases
Solve an EFO term, or explore its descendants, via OLS4
efo-ontology-skill
This skill questions OLS4 for the Experimental Factor Ontology: research, consultation of a term, children and descendants, in a compact summary.
MicrosoftData and databases
Connect to Azure Database for PostgreSQL with node-postgres
azure-postgres-ts
This skill is about connecting to Azure Database for PostgreSQL Flexible Server from Node.js or TypeScript, with the `pg` package (node-postgres).
OpenAIData and databases
Submit, interview and summarize BLAST NCBI work, within flow limits
ncbi-blast-skill
To submit, interrogate and summarize BLAST NCBI work, via the API Common URL (Blast.cgi), for a nucleotide or protein sequence.
OpenAIData and databases
Check the availability of an open access item, via NCBI PMC Open Access
ncbi-pmc-skill
This skill questions NCBI PMC Open Access to find out if an article or its files are available in a compact format.
MicrosoftData and databases
Access Azure Cosmos DB (API NoSQL) in Java
azure-cosmos-java
The SDK Azure Cosmos DB for Java is for NoSQL operations, with global distribution, multi-model support and reactive schematics.
MicrosoftData and databases
Write and reread KQL without falling into common traps
kql
Brings expertise from the Kusto Query Language to write correct and effective queries.
OpenAIData and databases
Getting GTEx monotissular eQTL associations, for a variant, in JSON
gtex-eqtl-skill
Used to obtain GTEx monotissular eQTL associations, from a variable entry, by accepting an RsID, an RCMPh37 or RCMPh38 entry, and by resolving them to the RCMPh38 request required by the API GTEx v2.
OpenAIData and databases
Get a Summary PheWAS BioBank Japan, for one variant, in RCMPh37
biobankjapan-phewas-skill
Used to obtain compact PheWAS summaries from BioBank Japan, for a single variant, by accepting an RsID, an RCMPh38 or RCMPh37 input, and resolving them to the required RCMPh37 request.
OpenAIData and databases
Get a summary PheWAS FinnGen, for one variant, in RCMPh38
finngen-phewas-skill
Used to obtain compact FinnGen PheWAS summaries, for one variant, by accepting an RsID, an RCMPh37 or RCMPh38 input, and resolving them to the required RCMPh38 request.
OpenAIData and databases
Obtain a summary PheWAS TPMI, for one variant, in RCMPh38
tpmi-phewas-skill
Used to obtain compact TPMI PheWAS summaries, for one variant, by accepting an RsID, an RCMPh37 or RCMPh38 input, and resolving them to the required RCMPh38 request.
OpenAIData and databases
Get a summary PheWAS UKB-TOPMed, for one variant, in RCMPh38
ukb-topmed-phewas-skill
Used to obtain compact PheWAS summaries from UKB-TOPMed, for a single variant, by accepting an RsID, an RCMPh37 or RCMPh38 input, and resolving them to the required RCMPh38 request.
ShopifyData and databases
Write a theme Shopify in Liquid
shopify-liquid
Guide to writing Shopify themes in Liquid, open source template language created by Shopify, which loads the dynamic content of showcases.
ShopifyData and databases
Model Shopify data with metafields and metaobjects
shopify-custom-data
It is first opened as soon as metafields (metafields) or metaobjects are mentioned.
PostHogData and databases
Add PostHog Product Analysis Events
omnibus-instrument-product-analytics
Add PostHog product analysis events to track user behavior.
PostHogData and databases
Add PostHog LLM Analytical
omnibus-instrument-llm-analytics
Add PostHog LLM analytics to track the use of the AI model.
PostHogData and databases
PostHog LLM Analytical
llm-analytics-setup
PostHog LLM analysis decisionmaking for all supported providers
PostHogData and databases
HogQL requests for PostHog
tools-and-features-hogql
HogQL queries for PostHog scan
dbt LabsData and databases
Configure server MCP dbt
configuring-dbt-mcp-server
To produce the JSON configuration of the The server connects the wizard to the dbt CLI, Semantic Layer, the You start by choosing a local server (development stream, CLI access, typically via The tokens do not log, display, and ever s.
DEPRECATED
Deprecated skills
Skills from the openai/skills repository, impaired to openai/plugins.
OpenAIData and databases
Create Jupyter Notebooks
jupyter-notebook
Create or modify Jupyter (.ipynb) notebooks for experiments, explorations or tutorials, from supplied templates and from a script that generates a clean notebook.
Deprecated