PostHogObservability and monitoring
Add PostHog Error Tracking
instrument-error-tracking
Add PostHog error tracking to capture and monitor exceptions.
CATEGORY
Agent Skills: Observability and monitoring
58 current skills: 20 Google, 17 Sentry, 10 Microsoft, 6 OpenAI, 1 Firebase (Google), 1 Cloudflare, 1 Stripe, 1 Grafana, 1 Shopify. What is a skill?
Skills in this category
PostHogObservability and monitoring
Add PostHog AI Observability
instrument-llm-analytics
Add PostHog AI Observability to track the use of the AI model.
PostHogObservability and monitoring
Add a PostHog log capture
instrument-logs
Add PostHog log capture to track application logs.
PostHogObservability and monitoring
Configuration of experimental analysis
configuring-experiment-analytics
Configures the analytical side of a PostHog experience – exposure criteria (default exposure event solved by the server or custom exposure event), primary and secondary measurements, embedded supported types (account, sum, relation to Use when adding or modifying a primary or secondary metric (e.g., "add secondary "downloaded file" metric tracking per user"), set up a metric ratio (e.g., "completed buy revenue / pageviews"), set up a retention metric (e.g., "completed buy revenue / pageviews").
PostHogObservability and monitoring
Investigate the failures of lHTMLIC
investigating-ci-failures
Investigation into the failure of an IC to reach a verdict: the fault of who encouragement it is, who committed it, who wrote this commit, and whether a correction has landed.
PostHogObservability and monitoring
Explore Inbox
inbox-exploration
Explore PostHog's inbox and act on what it covers, where signal reports are grouped into questions and trends that can lead to actions.
PostHogObservability and monitoring
Explore the original user pattern of a tool
exploring-mcp-tool-original-user-motive
Build a starting taxonomy for a tool – what users were trying to accomplish before reaching the tool – and publish it as a PostHog notebook.
PostHogObservability and monitoring
Explore AI compliance assessments
exploring-llm-evaluations
Investigate the assessments of AI's observation - "hog" (based on deterministic code), "llm judge" (based on LLM) and "sentiment" (user-message feeling).
PostHogObservability and monitoring
Ask data in PostHog
querying-posthog-data
Explains how to query PostHog data, by default to typed runners for analysis of supported products.
PostHogObservability and monitoring
Signal Scouting: Web Analysis
signals-scout-web-analytics
Signal detector for PostHog web traffic.
PostHogObservability and monitoring
Signal Scout: AI observation
signals-scout-ai-observability
Signal cutter for PostHog AI observation.
PostHogObservability and monitoring
Signal Scout: Data Pipelines
signals-scout-data-pipelines
Signal detectors for PostHog data mining — Destinations and transformations of the PDC, export of lots and pig flows.
PostHogObservability and monitoring
Signal Scout: session replay
signals-scout-session-replay
Signal Scout for PostHog session replay.
PostHogObservability and monitoring
Signal Scout: Tasks
signals-scout-tasks
Signal detector for PostHog tasks.
PostHogObservability and monitoring
Signal Scout: Distributed Tracing (APM)
signals-scout-apm
View signals for distributed PostHog (APM / OpenTelemetry spans).
PostHogObservability and monitoring
Signal Scout: Newspapers
signals-scout-logs
Signals for PostHog newspapers.
PostHogObservability and monitoring
Signal Scouting: Data Warehouse Imports
signals-scout-data-warehouse
Signal detector for warehouse imports.
PostHogObservability and monitoring
Cost-intensive user analysis
analyzing-expensive-users
Analyze the most expensive users in AI observation and explain why they are so expensive.
GoogleObservability and monitoring
Configure Cloud Logging for a project
cloud-logging-configuration-basics
Configuration of Cloud Logging in a single project: regional buckets, links, views, restriction or masking of sensitive logs in the Default view filter, IAM rights on a view (Logs View Accessor, conditions), log-based metrics, exclusions and sampling.
GoogleObservability and monitoring
Configure Cloud Monitoring alerts
cloud-monitoring-alert-configuration
Terraform alert policies (google monitoring alert policy) in PromQL, for Cloud Run, GKE, Computer Engine, AI Hypercomputer reservations, Vertex AI Agent Engine, or a generic resource: latency, traffic, errors, saturation, host or reservation maintenance, GPU XID signals, IA agent telemetry.
GoogleObservability and monitoring
Configure notification channels
cloud-monitoring-notification-channels-configuration
This skill writes Terraform (google monitoring notification channel, and attaches it to an existing alert policy) for e-mail, SMS, Slack, PagerDuty, Pub/Sub or webhook channels.
GoogleObservability and monitoring
Investigate Google Cloud Network Problems
google-cloud-networking-observability
Network investigation from Google Cloud logs, metrics and diagnostics: rejected packages or traffic and their reasons, VPC Flow Logs (including Private Service Connect, VPC direct for serverless / App Engine, and cost estimate), NAT logs, firewall or threat, latency and throughput, and path connectivity tests.
Firebase (Google)Observability and monitoring
Follow crashes with Crashlytics
firebase-crashlytics
The skill covers Firebase Crashlytics, from supply to use of SDK, to track crashes in an application.
PostHogObservability and monitoring
Signal Scouting: Observation Gaps
signals-scout-observability-gaps
Signals detect gaps in observation — volumes of significant events without an overview, dashboard or alert coverage.
OpenAIObservability and monitoring
Debugger Agent
ios-debugger-agent
Build, run, and debug applications on Simulator with XcodeBuildMCP.
OpenAIObservability and monitoring
Dashboard building
build-dashboard
Build dashboards to support sources to monitor performance, explore drivers, or act on product and business measurements.
OpenAIObservability and monitoring
Boltz CLI Configuration
boltz-cli-setup
Boltz CLI configuration and auth.
OpenAIObservability and monitoring
Physical configuration of AI infrastructure and resilient upgrade
physical-ai-infrastructure-setup-and-resilient-scaling
Use when the user wants to scale up, validate or harden the AI NVIDIA physical infrastructure for the workflows for the production of synthetic data on local microK8 or Azure AKS, including Kubernetes clusters, deployment of inferences, deployment of OSMO, readiness to submit workload and recovery of infrastructure failures.
PostHogObservability and monitoring
Build a dashboard
building-a-dashboard
Build a new dashboard, or update an existing board, from a set of information — the same work asTRA in the application done with its high-voltage dashboard tool, but above Use when an user requests to create a dashboard, put multiple metrics/graphics on a page, assemble a dashboard for a topic (product analysis, retention, revenue, activation, etc.), or add/delete/replace information on a dashboard he already has.
OpenAIObservability and monitoring
Development of sub-officers
subagent-driven-development
Use in implementing implementation plans with independent tasks at the current session
OpenAIObservability and monitoring
Shipment of parallel agents
dispatching-parallel-agents
Use to cope with 2 + independent tasks that can be worked without shared status or sequential dependencies
OpenAIObservability and monitoring
Updating the Equity Model
equity-model-update
Safely update copies of the public company's Excel templates from model source cards; emits XLSX as hero artifact and CSV/log/manifest as support.
OpenAIObservability and monitoring
Omniverse USD Performance Tuning
omniverse-usd-performance-tuning
High-level competence for diagnostic and performance optimization in USD.
OpenAIObservability and monitoring
Implementation plans
executing-plans
Use when you have a written implementation plan to run a separate session with exam control points
OpenAIObservability and monitoring
Product
produce
Use when the user wants to create, explore, adapt, refine, polish or review visual creations such as campaigns, ads, social messages, product images, scenes, offers, logos, branding systems, styles, maps, bridges, or related marketing and design assets.
OpenAIObservability and monitoring
Replace seat holders with absolute Professional paths before running.
boltz-small-molecule-screen
Scratch existing libraries of small molecles with Boltz.
OpenAIObservability and monitoring
Replace seat holders with concrete absolute paths, before running.
boltz-small-molecule-adme
Provide level 1 ADME/ADMET for small molecules with Boltz bare SMILES — no target, no mooring.
OpenAIObservability and monitoring
Public equity investment router
public-equity-investing
Route Public Equity Investing workflows for research on listed companies and public safety, profit analysis, evaluation, model updates, long/short orientation locations, catalysts, thesis tracking, ETF/index and constituent diligence, postal calibration, coverage, dashboards and investment notes.
OpenAIObservability and monitoring
Dashboard and real-time visualisation
dashboards-and-real-time-visualization
Draw dashboards and live visualization systems.
OpenAIObservability and monitoring
Telemetry
telemetry
Add and check the light running telemetry Use Logger event wiring or log inspection for windows, side bars, menus and actions.
OpenAIObservability and monitoring
Validate data analysis
validate-data
Validate if an analysis is accurate, well documented and ready to be shared or used for a decision.
PostHogObservability and monitoring
Understanding the use of billing
understanding-billing-usage
Explains the use of PostHog billing and the expenses of the client's visible billing tools clarify.
SentryObservability and monitoring
Recommend permissions Claude Code
claude-settings-audit
The skill analyses a repository to offer Claude Code (settings.json) permissions for read-only commands.
PostHogObservability and monitoring
Resolution of ingestion warnings
resolving-ingestion-warnings
Diagnosis and solves warningsbelt Post-Hog Ingestion Warnings Ninth Report: Problems in Ingesting Events (interrupted events, fusion of rejected people, oversized payloads, invalid data).
PostHogObservability and monitoring
Creation of online evaluations
creating-online-evaluations
Online evaluations runningDid in Observable PostHog AI, based on actual failure modes you have identified.
PostHogObservability and monitoring
Exploration of LLM clusters
exploring-llm-clusters
Surveying AI's observation clusters—understanding modes of use in AI/LLM traffic, comparing cluster behaviour, calculating cost/latency parameters, and piercing individual tracks in clusters.
PostHogObservability and monitoring
Explore AI failures
exploring-ai-failures
Find out where an AI/LLM application fails in production and highlight failure models, working from real tracks.
PostHogObservability and monitoring
Explore traces of LLM with the tools
exploring-llm-traces
Debug and inspect the traces of LLM/AI agents using PostHog's tools.
PostHogObservability and monitoring
Work with signal scouts
working-with-scouts
Work with PostHog Scout Signals: programmed agents who monitor a project and write reports in the Signals Inbox.
PostHogObservability and monitoring
Creating workflows
building-workflows
Build, edit, test, activate and monitor PostHoglea workflows.
PostHogObservability and monitoring
Debugging Experiences
debugging-experiments
Debug and support PostHog Experiments (A/B tests) for a client looking at their own results.
PostHogObservability and monitoring
Installation of PostHog in a Code Base
installing-posthog-in-a-codebase
Install and configure a post-H Friday by following PostHog documents for the framework.
PostHogObservability and monitoring
Exploration of APM (OpenTelemetry)
exploring-apm-traces
Survey of the performance of distributed applications using PostHog APM (OpenTelemetry spread) data via Use when requesting service traces, slow HTTP/basendical scales, error scales, trends or peaks of error rates, latency distributions, trace identifiers or range attributes — not trace of AI or product logs.
PostHogObservability and monitoring
Explore Replay Vision Observations
exploring-replay-vision-observations
Guides agents by drawing observations from a Replay vision scanner, reading the results and acting on them - summarising the models through the sessions, piercing individual recordings and transforming real and corroborated questions into PostHog tasks, ideas or an investigation-replay update.
GoogleObservability and monitoring
GKE Observability
gke-observability
This skill sets the supervision of a GKE cluster: Cloud Logging, Cloud Monitoring, Managed Service for Prometheus, and, in the golden path, Dataplane V2 observability (flows and policies).
PostHogObservability and monitoring
Signal Scout: Replaying the Vision
signals-scout-replay-vision
Signal view for PostHog Replay Vision scanners.
PostHogObservability and monitoring
Configuring Supabase auth emails
setting-up-supabase-auth-emails
Connect a Supabase project so that its auth emails send via PostHog email templates via the Supabase Send Crochet Email, in an order that never breaks an entry.
GoogleObservability and monitoring
Cloud Run Alerts
cloud-run-alert-configuration
This skill helps to design and write, in Terraform and PromQL (Cloud Monitoring), high signal alert policies for Cloud Run resources: services, jobs and pools of workers.
PostHogObservability and monitoring
Modeling of warehouse foundations
modeling-warehouse-foundations
Shared databases to build reusable data models in PostHog, on either of the two piles: PostHog-native data-warehouse views / materialized views (HogQL, via the tool(s) Read before writing a specific business model — covers the decision PostHog-vs-dbt, the view-create → view-materialize → sync frequency workflow and the aliasing rule of the HogQL column, the skeleton of the dbt project and the image "native dbt integration", the warehouse joins and the star-schema dimensions, the currency conversion with convertCurrency(), and the verification/recording of the models in the data catalog for reuse.Companion to modelling, modelling, conversion, modelling, activation, modelling, product use and modelling, dimension.
GoogleObservability and monitoring
Alerts for GKE
gke-alert-configuration
This skill helps write, read and validate Terraform alert policies for GKE clusters, services and loads, in PromQL, via Google Cloud Managed Service for Prometheus.
PostHogObservability and monitoring
Visual examination tests
triaging-visual-review-runs
Inspect PostHog Visual Review (VR) executes that the PR door merges with screen capture regression checks.
PostHogObservability and monitoring
Creating Replay Vision Scanners
creating-replay-vision-scanners
Guides agents through the creation and safe calibration of a Replay Vision scanner: choose the type of scanner (monitor/classifier/cor pole), shape the RecordingsQuery request that selects the sessions, and — above all — estimate the credits it will spend and check the remaining budget of the org before law, so that a large scanner does not exhaust the budget of its first scheduled scan.
PostHogObservability and monitoring
Debugging investigations
debugging-surveys
Diagnosis PostHog Surveys configuration and responses in the five Use every time a survey support ticket is glued ("non-showing survey", "less answers than expected", "missing replies", "responses are incomplete", "only the first question was answered", "user says they did not want to submit", "survey shows on a wrong platform"), or when to diagnose why a survey does or does not show.
CloudflareObservability and monitoring
CPU Profiler and Workers Memory
workers-profiling
The skill profile or debugs the CPU use and memory allocation of a Cloudflare Worker or a Durable Object always deployed, then uses it to optimize the code.
GoogleObservability and monitoring
Audit Cloud Logging Costs
cloud-logging-finops
Audit of the costs of Cloud Logging of a project: what the written entries in buckets cost, what services, flows and severity weigh, and what links send them.
PostHogObservability and monitoring
Designing email templates
designing-email-templates
Author, backup, and edit email templates in PostHog workflow library — Compose JSON email design with Liquid customization and create and return edit templates on Use when asked to design, build, update or fix an email template for workflows, programs or campaigns.
SentryObservability and monitoring
Browse a local Sentry in the browser
browse-local-sentry
The skill connects an agent's browser to a local Sentry development server: either dev-it (pnpm run dev-ui) on an URL of the type org-slug.dev.getentry.net and a port, or the full devserver (devservices serve) in The deviation is critical: dev-it acts on the production sentry.io, with the user session, including a possible account staff or superuser.
PostHogObservability and monitoring
Building reaction + paintings Quill
building-react-quill-canvases
Author of the implementation React + Quill of a PostHog canvas: the single component contract, authorized imports, Quill composition and component rules Wait (postHog design system), thematic design chips, loading skeletons and in-canvas date collector.
StripeObservability and monitoring
Integrate billing into Metronome use
metronome
Guides options for integrating billing into Metronome usage: ingestion of events (simple or by lot, idealance, billable metrics), contract design (grills, overrides, dimensional pricing), billing cycle, credits and commits, and synchronization with Stripe.
SentryObservability and monitoring
Start with Sentry
sentry-get-started
Guided point of entry to use Sentry via an agent: you first orient according to the configuration already in place, then, for a new project, you install Sentry from end to end with reasonable settings (provide a project, install the SDK, confirm the arrival of a real telemetry).
SentryObservability and monitoring
Add catch to PR Sentry
pr-screenshots
The skill takes captures of the Sentry interface in a browser, has them in the description of a pull request in the form of tables before/after, and joins them with gh --attach.
GoogleObservability and monitoring
Alerts for AI agents (OpenTelemetry)
agent-platform-alert-configuration
This skill produces Terraform alert policies for AI agents in OpenTelemetry: latency, error rate, token consumption and, where appropriate, quality.
PostHogObservability and monitoring
Configuration and maintenance of the data catalog
setting-up-data-catalog
Populates and maintains the data catalogue of a project (semantic layer): canonical measurements, confidence marks (certifications) on tables/warehouse views and reports of tables examined.
PostHogObservability and monitoring
Error tracking alerts
authoring-error-tracking-alerts
Tracking the author's errors warns that there is a fire when a problem is created, reopened, or begins to spiking.
PostHogObservability and monitoring
Diagnosis of failed data warehouse synchronizations
diagnosing-failed-warehouse-syncs
Diagnose why data warehouse synchronization fails and recommend the right recovery action.
PostHogObservability and monitoring
Investigate a session record
investigating-replay
Investigate a session record by collecting metadata, a person profile, events of the same session and questions related to tracking errors in a single pass.
GoogleObservability and monitoring
Questioning BigQuery Telemetry
bigquery-observability
When we already know what telemetry to recover, this skill helps to choose the tool (INFORMATION SCHEMA, Cloud Monitoring, Typical cases: rule of a precise job, limitation of slots, competition and latency of line, capacity and saturation of autoscaling of a reservation, or audit of transferable use (calculation on capacity or demand, storage).
PostHogObservability and monitoring
Signal Scout: Conversations (Support Box)
signals-scout-conversations
Signal Scout for PostHog necessarily.
PostHogObservability and monitoring
Signal Scouting: Error Tracking
signals-scout-error-tracking
Signal detection for PostHog error tracking.
GoogleObservability and monitoring
Analysis of GKE costs
gke-cost-analysis
This skill answers questions in natural language about cluster and load costs: "What namespace is the most expensive?
GoogleObservability and monitoring
Analyze traces with Cloud Trace
cloud-trace-querying
Spans Cloud Trace: filter by latency threshold or error status, correlation with Cloud Logging, and diagnosis of pins in a trace distributed on Google Cloud services.
GoogleObservability and monitoring
SLO Alert Assistant
google-cloud-slo-alert-configuration
Terraform configuration assistant for Service Level Objective alert policies in Cloud Monitoring, PromQL, for a resource listed in App Hub or indicated in isolation.
GoogleObservability and monitoring
Centralize newspapers for several projects
cloud-logging-cross-project-configuration
Two architectures: centralized storage (sink routing from several projects, folders or organization to a bucket in a pivotal project) or distributed storage with read aggregation (logscopes).
GoogleObservability and monitoring
Build ListTimeSeries Queries
cloud-monitoring-list-time-series-request
This skill translates a Cloud Monitoring metric descriptor into Call Settings ListTimeSeries ready for production: name, filter, interval, aggregation (alliner, reducer) and view.
GoogleObservability and monitoring
Write Cloud Logging requests in natural language
cloud-logging-query-generation
Starting with a request in French (or a need for debugging), this skill produces a request in Logging Query Language for Cloud Logging, possibly filtered by Google Cloud service.
GoogleObservability and monitoring
Write PromQL requests for Cloud Monitoring
cloud-monitoring-promql-query
Using a metric descriptor and Cloud Monitoring resource parameters, this skill produces a valid PromQL query, mapping metric and resource types to the PromQL structure.
PostHogObservability and monitoring
Scanning Experiences with Replay Vision
scanning-experiments-with-replay-vision
Provisions a Replay Vision Covers the status guards, a prompt one that remains comparable between variants, size of the funds spent relative to the experience population, creating it disabled so that its prompt can be previewed on real sessions, and reading the results by variant.
GoogleObservability and monitoring
Generate Cloud Monitoring graphics
cloud-monitoring-chart-generation
From a PromQL or ListTimeSeries request already resolved, this skill produces a textproto of widget google.monitoring.dashboard.v1, intended for the API Dashboard, gcloud or declaratory provisioning.
PostHogObservability and monitoring
Management of recalls
managing-reminders
Create and manage PostHog reminders — private, human-paced bugs that ignite like in-app notifications on a calendar, possibly linked to a PostHog resource.
GoogleObservability and monitoring
Oversee TPU metrics on GKE
gke-ai-troubleshooting-tpu-metrics-monitoring
To find out if a TPU load on GKE suffers from infrastructure rather than training code, this skill is based on GKE system metrics and PromQL.
GoogleObservability and monitoring
Find the right Cloud Monitoring metric
cloud-monitoring-metric-selection
For a service or resource (Compute Engine, Spanner, BigQuery, Cloud Run, SQL Cloud, Pub/Sub, Cloud Storage, etc.), this skill directly searches metric descriptors via the MCP list metric descriptors tool, then filters them locally by keywords.
PostHogObservability and monitoring
Creating journal alerts
authoring-log-alerts
Author of useful and noisy alerts about services in a PostHog project.
PostHogObservability and monitoring
Establishment of surveys
creating-surveys
Creates and initiates post-hog surveys through the K0, including NPS/CSAT popovers, hosted feedback forms, and headless surveys.
PostHogObservability and monitoring
Life cycle management of experiments
managing-experiment-lifecycle
The guides experiment with state transitions: launch, pause, resumption, freeze/thaw, end, shipping variants, archiving, reset, duplication, copying to another project, and migration of a historical experience to the new experiment engine.
PostHogObservability and monitoring
Analysis of error tracking problems
triaging-error-issues
Sorting PostHog error tracking problems during a daily review or on call.
PostHogObservability and monitoring
Investigate error tracking problem
investigating-error-issue
Investigation of a single PostHog error tracking problem from end to end.
PostHogObservability and monitoring
Linking errors to tracks and newspapers
linking-errors-to-traces
Links of a PostHog error occurrence or session errors to OpenTelemetry tracks, logs with the same trace ID, and Session Replay.
PostHogObservability and monitoring
Perspectives for Examination: Logic and Correction
review-hog-perspective-logic-correctness
Checks operational logic, on-board cases, data transformations and queries.
PostHogObservability and monitoring
Review prospects: performance and reliability
review-hog-perspective-performance-reliability
Checks resource utilization, error recovery and scale.
SentryObservability and monitoring
Make Sentry call batteries readable
sentry-fix-stack-traces
Makes Sentry call piles readable by uploading the right artifacts: source maps for JavaScript or TypeScript, or native and mobile debugging files (dSYM, ProGuard or R8, NDK symbols, Dart obfuscation cards, .NET PDB).
PostHogObservability and monitoring
Download export files by batch
downloading-batch-export-files
Export PostHog events, people, sessions or results of a HogQL query on request and download the resulting Shortly.
PostHogObservability and monitoring
Design of replay vision scanners
designing-replay-vision-scanners
Designs a Replay Vision scanner that produces reliable observations: a question visible by scanner, a type chosen from the form of the answer, a request that selects only sessions that are able to respond, an invitation that requires proof on the screen and allows you not to conclude or not, a model chosen by the cost of a bad answer, and a first batch test.
PostHogObservability and monitoring
Analysis of experience session replays
analyzing-experiment-session-replays
Analyze session replay templates through experience variants to understand user behavior differences.
PostHogObservability and monitoring
Configuring the deployment of the experiment
configuring-experiment-rollout
Configures intercultural deployment of a PostHog experiment — the split of the variant (reports 50/50, 80/20, A/B/C), the overall percentage of deployment to measure the number of users entering the experiment, and the disambigence when a percentage such as "remove 25%" could mean either.
PostHogObservability and monitoring
Find flags recently deleted
finding-deleted-feature-flags
Find function flags that have been deleted in the active project in a recent time window.
PostHogObservability and monitoring
Debug quality controls of failed data
debugging-failed-data-quality-checks
Find out why a data quality check failed or failed, look at the lines it matches, and recommend correction.
MicrosoftObservability and monitoring
Instrument a web application with Application Insights
appinsights-instrumentation
This skill provides a guide and references to instrument a web application with Azure Application Insights: telemetry diagrams, kit setups, and configuration points.
PostHogObservability and monitoring
Data quality verification
authoring-data-quality-checks
Adds and UNUPE data quality checks (dbt-test style statements) to the warehouse tables of a project and the saved views, as well as the HogQL catalog parameters: not-null, uniqueness, accepted values, referenceol integrityTM, line number limits, freshness and custom-made HogQL.
SentryObservability and monitoring
Create Sentry Alert
sentry-create-alert
The skill creates Sentry alerts via the workflow engine's iAPI: notifications, priority alerts, automations, e-mail actions, Slack, PagerDuty, Discord or other planned channels.
PostHogObservability and monitoring
Working with PostHog Skills
working-with-skills
Best practices for the management of post-hog skills by agents, especially the great skills with many grouped files.
SentryObservability and monitoring
Follow Sentry releases and deployments
sentry-setup-releases
Set up the Sentry release and deployment follow-up: label events with a version and environment, create CI release with its commits, and link suspicious commits and code matches, to see what release has introduced a release outcome and health status.
SentryObservability and monitoring
Identify secrets exposed by serialization
secret-serialization
Finds secrets, tokens, passwords and keys from the API that can leak via a generated serialization: `repr` and `asdict` from dataclasses, attrs, `model_dump` from Pydantic, NamedTuple, `JSON.stringify` and `util.inspect`, structured logs, tracking spans and error reports.
SentryObservability and monitoring
Sort the file of exits frontend Sentry
triage-frontend-issues
Sorts new releases from the Sentry `javascript` project by archiving non-actionable noise (third party libraries, browser features, transient 5xx errors, test traffic).
PostHogObservability and monitoring
Diagnosis of missing session records
diagnosing-missing-recordings
Diagnosis why a session recording is missing or has not been captured.
PostHogObservability and monitoring
Explore the quality of the tools
exploring-mcp-tool-quality
Study the quality of PostHog tool calls – error rate,volving Latency, range, and which tools are failing or slow.
PostHogObservability and monitoring
Explore GCP sessions
exploring-mcp-sessions
Investigating the individual sessions of PostHog — the sequence of tool calls from a single agent does at one time, what he was trying to do, and where he was wrong.
PostHogObservability and monitoring
Building an user-the-valued use of the LLM
feature-usage-feed
Configure an LLM-jug evaluation that extracts canonical cases for a PostHog Warsaw scale function and disseminates results on a Slack channel as a live stream.
PostHogObservability and monitoring
Addition of warehouse and group property
adding-warehouse-person-properties
Synchronize columns of a data warehouse table synchronized on the properties of the PostHog person or group, so warehouse data becomes usable anywhere the properties of the person and group already work: targeting of characteristics, cohorts, information filters and ventilations, polls, session replay filters, workflows and person profile.Use when the user wants to "add a person's property to my warehouse," "enrich people with Stripe/Postgres/Salesforce data," "put ARR or level plan on my people," "target a characteristic flag by a warehouse column," "synchronize warehouse columns on groups or organizations," or want to inspect, store, disable, or debug a person or group property already supported by a warehouse.
PostHogObservability and monitoring
Write Streamlit applications for PostHog sandbox
writing-streamlit-apps
Write the source code of the Streamlit application that works well in a PostHog sandbox — the posthog apps.query() bridge for reading PostHog data, the packets cooked in the sandbox image, the enhalfte and session status through Streamlit replays, layout and graphics templates, and the app.py input point with all the help modules and data files grouped next door.
PostHogObservability and monitoring
Analysis of tasks
analyzing-task-runs
The division of a completed PostHog task is done in activity records — which the agent tried, if it worked, which blocked it — and recorded each one through the activity report tool.
PostHogObservability and monitoring
Consuming settings from client code
consuming-endpoints-from-client-code
Transfer a PostHog parameter to a client application or Covers to recover the specifications, generate a client typed with Use when the user says "how to call my endpoint", "generate a client for that", or "what the Auth header I use".
PostHogObservability and monitoring
Diagnosis of the symbolism of chimney marks
diagnosing-stacktrace-symbolication
Help Relationship users debug PostHog Error Track the stack-trace symbol for any supported platform — JavaScript/TypeWebScript, Native React (Hermes), PostHog symbol search stream is universal across platforms; build-tool and artifact details live in platform references (JavaScript is enriched, others come as we meet them).Use when stack images remain minified or obfuscated after loading the symbols, PostHog symbol sets show last used but images are not legible, song IDs or dSYM UUIDs do not match, "Token not found" appears, source maps downloaded / dSYMs / Proguard mappings appear empty, or packager / symbol-upload configuration requires troubleshooting.
PostHogObservability and monitoring
Survey of metric anomalies
investigating-metric-anomalies
Investigate server or infrastructure metric anomalies in PostHog Metrics — from "this metric is up/dropping/spiking" or from an alert triggered at a probable cause with evidence.
PostHogObservability and monitoring
Register surveys
investigating-logs
Investigating newspapers in a PostHog project: checking that a service or deployment is healthy, explaining a peak of error, sorting an incident, or understanding what a newspaper stream says.
PostHogObservability and monitoring
Assessment of thermal maps
assessing-heatmaps
Assess what the one-page thermal map tells you and recommends concrete changes.
PostHogObservability and monitoring
Explore GCP's clusters of intentions
exploring-mcp-intent-clusters
Exploring PostHog Intent Clusters - Agent Objectives grouped by semantic similarity, with tool distribution and error rates of each cluster, plus tool centered pivot (intention capture rate, discovery rate compared to the advertised catalogue, description adjustment, tool overlaps).
PostHogObservability and monitoring
Grouping noisy errors
grouping-noisy-errors
Consolidate PostHog error tracking problems that are the same actual errors reported under different 24.
PostHogObservability and monitoring
Drafting of a simplified technical text
writing-simplified-technical-english
Write English that a reader can't read wrong: one meaning per word, active voice, simple times, one idea per sentence, short sentences.
PostHogObservability and monitoring
Removing noisy errors
suppressing-noisy-errors
Create rules for removing PostHog error tracking to reduce high volume and low-value ingestion errors.
PostHogObservability and monitoring
Find sessions to watch
finding-sessions-to-watch
Guide an user of "I want to watch recordings but don't know which" to a short and high signing list of sessions to watch.
PostHogObservability and monitoring
Find the best replay for error tracking problem
finding-replay-for-issue
Find the most informative session recording related to error tracking problems.
SentryObservability and monitoring
Iterate on a PR up to a green CI
iterate-pr
Serves to iterate on a pull request until the actionable IC passes and high or medium priority review returns are processed.
SentryObservability and monitoring
Debug Sentry Exit
sentry-debug-issue
To debug and correct a Sentry issue: find it (link, ID or search), extract the context (pile, breadcrumbs, trace, logs), possibly launch a cause analysis, apply the patch in the repository, and solve it via a `Fixes PROJECT-NAME-12A` commit or PR.
MicrosoftObservability and monitoring
Enable Application Insights in one line, with self-instrument, in Python
azure-monitor-opentelemetry-py
For a Python application, this skill sets Application Insights via the Azure Monitor OpenTelemetry distribution: a call to configure azure monitor and self-instrument of current libraries, rather than a hand-connected exporter.
MicrosoftObservability and monitoring
Send custom logs to Log Analytics in Python
azure-monitor-ingestion-py
With LogsIngestionClient, the SDK Azure Monitor Ingestion for Python sends custom logs to a Log Analytics workspace via the API Logs Ingestion.
MicrosoftObservability and monitoring
Export OpenTelemetry to Low Level Application Insights in Python
azure-monitor-opentelemetry-exporter-py
This skill describes the exporter OpenTelemetry Azure Monitor for Python, the low level: AzureMonitorTraceExporter, AzureMonitorMetricExporter and AzureMonitorLogExporter, to send traces, metrics and logs to Application Insights when you assemble the OpenTelemetry supplier yourself.
MicrosoftObservability and monitoring
Ask Log Analytics and Azure Monitor metrics in Python
azure-monitor-query-py
The SDK Azure Monitor Query for Python is used to query Log Analytics workspace and Azure Monitor metrics.
SentryObservability and monitoring
Write a commit in Sentry format
commit
This skill writes and creates a commit in Sentry's conventional format, with references to outcomes, as soon as you are asked to commit or prepare a message.
PostHogObservability and monitoring
Explore settings execution logs
exploring-endpoint-execution-logs
Exploring and diagnosing the execution logs of a PostHog parameter — error messages, failures, missing caches, slow drawings or unexpected row numbers during parameter invocations.
GrafanaObservability and monitoring
Connect an agent to Grafana Cloud via MCP
assistant-mcp
Connects a code agent (Claude Code, Cursor, VS Code, OpenAI Codex) to Grafana Cloud via the MCP mcp-grafana server.
OpenAIObservability and monitoring
Deboil a Twilio integration and set production observability
twilio-debugging-observability
Serves to debug a Twilio integration and set up observability in production: the Console debugger, the API Monitor Alerts, Event Streams for error log flow, status reminder tracking, current error codes, and a systematic debugging stream.
OpenAIObservability and monitoring
Follow the health of an email program, via SendGrid's SEQ score
twilio-sendgrid-engagement-quality
Serves to monitor the health of an e-mail program with the SendGrid Commitment Quality (SEQ) scores: points of the API SEQ, the five indicators (engagement rate, opening rate, rebound classification, rebound rate, spam rate), eligibility conditions, and interpretation of scores to improve delivability.
SentryObservability and monitoring
Create a Sentry color presentation
presentation-creator
The skill builds an interactive presentation, based on real data, with React, Quick and Recharts, in the colours of the Sentry design system, delivered in one HTML file.
SentryObservability and monitoring
Create a branch of Sentry conventions
create-branch
The skill creates a git branch according to the Sentry naming conventions, in a non-interactive way, unless the user explicitly requests to choose the name.
MicrosoftObservability and monitoring
Manage an Arize AI organization on Azure on .NET
azure-mgmt-arizeaiobservabilityeval-dotnet
This skill relates to the control plan Arize AI Observability and Evaluation on Azure, in .NET, via `Azure.ResourceManager.ArizeAIObservabilityEval`.
MicrosoftObservability and monitoring
Provide Resources Application Insights in .NET
azure-mgmt-applicationinsights-dotnet
This skill is used for the .NET Application Insights control plan: creating and managing Application Insights components, web tests, binders, d-analytical elements, and keys, via `Azure.ResourceManager.ApplicationInsights`.
MicrosoftObservability and monitoring
Send custom logs to Azure Monitor in Java
azure-monitor-ingestion-java
The SDK Azure Monitor Ingestion for Java sends custom logs to Azure Monitor via a collection rule (DCR) and a collection termination point (DCE), around LogsIngestionClient.
MicrosoftObservability and monitoring
Instrument a web application for real user tracking (RUM)
applicationinsights-web-ts
SDK JavaScript Application Insights (@microsoft/applicationinnights-web) to instrument a browser application.
OpenAIObservability and monitoring
Audit web performance (Core Web Vitals) with Chrome DevTools MCP
web-perf
Analyze the performance of a page with the MCP Chrome DevTools.
OpenAIObservability and monitoring
Coordinate a diagnosis when a Vercel deployment is blocked
investigation-mode
An orchestrated debugging coordinator.
OpenAIObservability and monitoring
Instrumenting Vercel Observability (Drains, Web Analytics, Speed Insights)
observability
Expert guide onobservability Vercel: Drains (newspapers, tracks, Speed Insights, Web Analytics), Web Analytics, Speed Insights, execution logs, custom events, OpenTelemetry integration, and monitoring tables.
MicrosoftObservability and monitoring
Instrument a Node.js application with Azure Monitor and OpenTelemetry
azure-monitor-opentelemetry-ts
The skill guides the instrumentation of a Node.js application with Azure Monitor and OpenTelemetry, for traces, metrics and logs to Application Insights.
SentryObservability and monitoring
Make a code review according to Sentry
code-review
The skill rereads a change according to Sentry engineering practices: safety, performance, tests and design, typically on the occasion of a pull request.
SentryObservability and monitoring
Write for Sentry Engineering Blog
blog-writing-guide
To write, read or improve an article for the Sentry engineering blog, depending on the voice and level of the place: a text that a senior engineer would share with his team, or cite in a technical decision.
SentryObservability and monitoring
Write according to Sentry Charter
brand-guidelines
Guides the writing of texts for users according to the Sentry Charter, distinguishing the Plain Speech tone, used by default, and the Sentry Voice.
ShopifyObservability and monitoring
Customize back-end logic with Shopify Functions
shopify-functions
Guide to Shopify Functions, which allow to customize the back-end logic of certain parts of Shopify.
PostHogObservability and monitoring
Add PostHog Error Tracking
omnibus-instrument-error-tracking
Add PostHog error tracking to capture and monitor exceptions.
PostHogObservability and monitoring
Add a PostHog log capture
omnibus-instrument-logs
Add PostHog log capture to track application logs.
PostHogObservability and monitoring
Post-hog integration for Astro (Hybrid)
integration-astro-hybrid
PostHog integration for Astro hybrid rendering withIN pages and server pages
PostHogObservability and monitoring
Post-hog integration for Astro (SSR)
integration-astro-ssr
PostHog integration for server Astro applications with Efforts to Roads
PostHogObservability and monitoring
Post-hog integration for Astro (Static)
integration-astro-static
PostHog integration for Astro static sites using SSG
PostHogObservability and monitoring
Post-hog integration for React Native
integration-react-native
Post-hog integration for Indigenous React applications
PostHogObservability and monitoring
Post-hog integration for Swift (
integration-swift
PostHog integration for Swift
PostHogObservability and monitoring
PostHog integration for
integration-android
PostHog integration for applications
PostHogObservability and monitoring
PostHog Integration for Channel
integration-angular
PostHog integration for angular applications
PostHogObservability and monitoring
PostHog Integration for Astro (See Transitions)
integration-astro-view-transitions
PostHog integration for Astro with client view transitionsRouter
PostHogObservability and monitoring
PostHog integration for Django
integration-django
PostHoHowever integration for Django applications
PostHogObservability and monitoring
PostHog integration for Expo
integration-expo
PostHog integration for Expo applications
PostHogObservability and monitoring
PostHog Integration for FastAPI
integration-fastapi
PostHog integration for FastAPI applications
PostHogObservability and monitoring
PostHog integration for Flask
integration-flask
PostHog integration for Flask applications
PostHogObservability and monitoring
PostHog Integration for Web JavaScript
integration-javascript_web
PostHog integration for JavaScript client-side web applications using posthog-js
PostHogObservability and monitoring
PostHog integration for Laravel
integration-laravel
PostHog integration for Laravel applications
PostHogObservability and monitoring
PostHog integration for the JavaScript Node
integration-javascript_node
PostHog integration for Node.js server-side applications using posthog-node
PostHogObservability and monitoring
PostHog Integration for Next.js App Router
integration-nextjs-app-router
PostHog integration for Next.js App Router applications
PostHogObservability and monitoring
PostHog Integration for Next.js Pages Router
integration-nextjs-pages-router
PostHog integration for Next.js applications Pages Router
PostHogObservability and monitoring
PostHog integration for Nuxt 3.6
integration-nuxt-3.6
PostHog integration for Nuxt versions 3.0 to 3.6
PostHogObservability and monitoring
PostHog integration for Nuxt 4
integration-nuxt-4
PostHog integration for Nuxt 4 applications
PostHogObservability and monitoring
PostHog Integration for Python
integration-python
PostHog integration for any Python application using the Python
PostHogObservability and monitoring
PostHog integration for React with TanStack Router (based on code)
integration-react-tanstack-router-code-based
PostHog integration for React applications using TanStack Router with code-based routing
PostHogObservability and monitoring
PostHog integration for React Router v6
integration-react-react-router-6
PostHog integration for React Router v6 applications
PostHogObservability and monitoring
PostHog integration for React Router v7 - Declaratory mode
integration-react-react-router-7-declarative
PostHog integration for React Router v7 - Applications in declaratory mode
PostHogObservability and monitoring
PostHog integration for React Router v7 - Data mode
integration-react-react-router-7-data
PostHog integration for React Router v7 - Applications in data mode
PostHogObservability and monitoring
PostHog Integration for Reaction (Vite)
integration-react-vite
PostHog integration for React applications built with Behold (no router)
PostHogObservability and monitoring
PostHog integration to React with TanStack Router (based on a file)
integration-react-tanstack-router-file-based
The following are the following:
PostHogObservability and monitoring
PostHog integration for Ruby
integration-ruby
PostHog integration for any Ruby application using the
PostHogObservability and monitoring
PostHog integration for Ruby on Rails
integration-ruby-on-rails
PostHog integration for Ruby on Rails applications
PostHogObservability and monitoring
PostHog integration for SvelteKit
integration-sveltekit
PostHog integration for SvelteKit applications
PostHogObservability and monitoring
PostHog Integration for TanSt Effective Start
integration-tanstack-start
PostHog integration for TanStack Start applications
PostHogObservability and monitoring
PostHog Integration for View 3
integration-vue-3
PostHog integration for View 3 applications
PostHogObservability and monitoring
PostHog Journals for DatadogSAR
logs-datadog
PostHog Journals for DatadogSAR
PostHogObservability and monitoring
PostHog newspapers for other languages
logs-other
PostHog newspapers for other languages
PostHogObservability and monitoring
PostHog Journals for Next.js
logs-nextjs
PostHog Journals for Next.js
PostHogObservability and monitoring
PostHog Journals for Python
logs-python
PostHog Journals for Python
PostHogObservability and monitoring
Post-choice integration for the v7 reaction router - frame mode
integration-react-react-router-7-framework
PostHog integration for React Router v7 - Frame applications
PostHogObservability and monitoring
PostHog Newspapers for Java
logs-java
PostHog Newspapers for Java
PostHogObservability and monitoring
PostHog records for Node.js
logs-nodejs
PostHog records for Node.js
PostHogObservability and monitoring
PostHog error tracking for
error-tracking-android
PostHog error tracking for
PostHogObservability and monitoring
PostHog error tracking for Angular
error-tracking-angular
PostHog error tracking for Angular
PostHogObservability and monitoring
PostHog error tracking for
error-tracking-flutter
PostHog error tracking for
PostHogObservability and monitoring
PostHog error tracking for Go
error-tracking-go
PostHog error tracking for Go
PostHogObservability and monitoring
PostHog Error Tracking for Hono
error-tracking-hono
PostHog Error Tracking for Hono
PostHogObservability and monitoring
PostHog Error Tracking for Next.js
error-tracking-nextjs
PostHog Error Tracking for Next.js
PostHogObservability and monitoring
PostHog Error Tracking for Node.js
error-tracking-node
PostHog Error Tracking for Node.js
PostHogObservability and monitoring
PostHog Error Tracking for Nuxt
error-tracking-nuxt
PostHog Error Tracking for Nuxt
PostHogObservability and monitoring
PostHog Error Tracking for Python
error-tracking-python
PostHog Error Tracking for Python
PostHogObservability and monitoring
PostHog Error Tracking for React Banking
error-tracking-react-native
PostHog Error Tracking for React Banking
PostHogObservability and monitoring
PostHog Error Tracking to React
error-tracking-react
PostHog Error Tracking to React
PostHogObservability and monitoring
PostHog Error Tracking for Ruby
error-tracking-ruby
PostHog Error Tracking for Ruby
PostHogObservability and monitoring
PostHog Error Tracking for Ruby on Rails
error-tracking-ruby-on-rails
PostHog Error Tracking for Ruby on Rails
PostHogObservability and monitoring
PostHog Error Tracking for Svelte
error-tracking-svelte
PostHog Error Tracking for Svelte
PostHogObservability and monitoring
PostHog Error Tracking for Web (JavaScript)
error-tracking-web
PostHog Error Tracking for Web (JavaScript)
OpenAIObservability and monitoring
See Sentry production errors, read only
sentry
Used to inspect tickets or Sentry events, summarize recent production errors, or extract basic health data via the API Sentry.
DEPRECATED
Deprecated skills
openai/skills repository (deprecated for the benefit of openai/plugins) or replaced package according to the SKILL.md editor.
MicrosoftObservability and monitoring
Ask Log Analytics and Azure Monitor metrics in Java (deprecated)
azure-monitor-query-java
SDK Azure Monitor Query for Java, which executes Kusto queries on Log Analytics spaces and queries Azure resource metrics, via LogsQueryClient and MetricsQueryClient.
Deprecated
MicrosoftObservability and monitoring
Export OpenTelemetry to Azure Monitor in Java (deprecated)
azure-monitor-opentelemetry-exporter-java
Exporter OpenTelemetry Azure Monitor for Java, which sends traces, metrics and logs to Azure Monitor or Application Insights.
Deprecated
OpenAIObservability and monitoring
See production errors in Sentry
sentry
Inspects Sentry issues and events, summarizes recent production errors and recovers health data via the Sentry LTC, read-only.
Deprecated