mcp-marketplace

In the author's own words, from each skill's SKILL.md — showing the first 30 of 38 files.

• event-description-generator

  Orchestrate event description audits by delegating chunk work to the event-descriptions-worker subagent. Resolve a project name to projectId via get_context when needed, then spawn worker subagents over cursors for a bounded run window and write outputs into run-scoped directories. Use when auditing missing event descriptions at scale without doing per-event analysis directly in this skill.

  plugins/amplitude-experimental/skills/event-description-generator/SKILL.md on GitHub (opens in a new tab)

• add-analytics-instrumentation

  End-to-end analytics instrumentation workflow for a PR, branch, file, directory, or feature. Reads the code, discovers what events should be tracked, and produces a concrete instrumentation plan — all in one shot. Use this skill whenever a user wants to add analytics to a PR, asks "instrument this PR", "add tracking to this branch", "what analytics does this file need", "instrument the checkout f…

  plugins/amplitude/skills/add-analytics-instrumentation/SKILL.md on GitHub (opens in a new tab)

• analyze-account-health

  Summarizes B2B account health by analyzing usage patterns, engagement trends, risk signals, and expansion opportunities. Use for customer success reviews, renewal preparation, QBRs, or account prioritization.

  plugins/amplitude/skills/analyze-account-health/SKILL.md on GitHub (opens in a new tab)

• analyze-ai-topics

  Analyzes what users ask AI agents about and how well each topic is served. Only use when the user has Amplitude Agent Analytics instrumented in their project. Use when the user asks "what are people asking the AI", "top AI topics", "where is the AI struggling", "AI coverage gaps", "what should we improve in our AI", or wants product insights from AI conversation patterns.

  plugins/amplitude/skills/analyze-ai-topics/SKILL.md on GitHub (opens in a new tab)

• analyze-chart

  Performs deep analysis of a specific Amplitude chart to explain trends, anomalies, and likely drivers. Use when a metric looks unusual, investigating a spike or drop, or understanding the "why" behind numbers.

  plugins/amplitude/skills/analyze-chart/SKILL.md on GitHub (opens in a new tab)

• analyze-dashboard

  Deeply analyze Amplitude dashboards by analyzing key charts, surfacing top areas for concern and takeaways, identify anomalies, then explain changes using customer feedback trends

  plugins/amplitude/skills/analyze-dashboard/SKILL.md on GitHub (opens in a new tab)

• analyze-experiment-consolidated

  Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results with statistical rigor. Use when setting up experiments, checking experiment status, analyzing results, or making ship decisions.

  plugins/amplitude/skills/analyze-experiment-consolidated/SKILL.md on GitHub (opens in a new tab)

• analyze-experiments

  Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results with statistical rigor. Use when setting up experiments, checking experiment status, analyzing results, or making ship decisions.

  plugins/amplitude/skills/analyze-experiment/SKILL.md on GitHub (opens in a new tab)

• analyze-feedback

  Synthesizes customer feedback into actionable themes including feature requests, bugs, pain points, and praise. Use when planning product roadmap, understanding user sentiment, investigating specific issues, or preparing voice-of-customer reports.

  plugins/amplitude/skills/analyze-feedback/SKILL.md on GitHub (opens in a new tab)

• build-charts-with-typed-params

  Builds Amplitude charts using the typed `chart` parameter on query_amplitude_data — events, filters, group-bys, segments, date ranges, and per-kind fields for segmentation, funnel, retention, sessions, and data tables. Use when creating a chart, modifying or forking a saved one, or when a query returns empty data.

  plugins/amplitude/skills/build-charts-with-typed-params/SKILL.md on GitHub (opens in a new tab)

• chart-link-analysis

  Answers questions from an Amplitude chart or dashboard link — fetch the definition, pull the data, explain or adapt it. Use when the user pastes an Amplitude URL, asks "what does this chart show", wants a report refreshed from a dashboard, or wants to clone/adapt an existing analysis.

  plugins/amplitude/skills/chart-link-analysis/SKILL.md on GitHub (opens in a new tab)

• compare-user-journeys

  Compares how two user groups behave differently by analyzing Amplitude Session Replays and metrics side by side. Produces a behavioral diff showing what one group does that the other doesn't. Use when a PM or growth lead asks "what do converters do differently", "how do power users behave", "why do churned users leave", "compare these cohorts", "what separates segment A from B", or wants to under…

  plugins/amplitude/skills/compare-user-journeys/SKILL.md on GitHub (opens in a new tab)

• create-chart

  Creates Amplitude charts from natural language descriptions, handling event selection, filters, groupings, and visualization choices. Use when you know what you want to measure but prefer not to build the chart manually.

  plugins/amplitude/skills/create-chart/SKILL.md on GitHub (opens in a new tab)

• create-dashboard

  Builds comprehensive Amplitude dashboards from requirements or goals, organizing charts into logical sections with appropriate layouts. Use when creating a complete dashboard from scratch or assembling existing charts into a cohesive view.

  plugins/amplitude/skills/create-dashboard/SKILL.md on GitHub (opens in a new tab)

• daily-brief

  Delivers a daily briefing of the most important changes across your Amplitude instance. Use when the user asks for a "daily download", "morning briefing", "what's happening", "anything I should know", or wants a summary of recent metric changes, experiments, and user feedback.

  plugins/amplitude/skills/daily-brief/SKILL.md on GitHub (opens in a new tab)

• debug-replay

  Turns bug reports into reproducible steps by finding error sessions in Amplitude Session Replay, extracting interaction timelines, and identifying the common action sequence that precedes the failure. Use when a user reports a bug, an error event spikes, someone says "how do I reproduce this", "what happened to user X", "repro steps", or you need to understand what a user did before an error occu…

  plugins/amplitude/skills/debug-replay/SKILL.md on GitHub (opens in a new tab)

• diagnose-errors

  Investigates errors across network failures, JavaScript errors, and error clicks to identify what's broken, where, and why. Use when the user says "what's broken", "errors are up", "why are users seeing errors", "JS errors", "network failures", "5xx spike", "something is broken", or wants to triage product reliability issues.

  plugins/amplitude/skills/diagnose-errors/SKILL.md on GitHub (opens in a new tab)

• diff-intake

  Reads a PR or branch diff and produces a structured YAML change brief for downstream analytics instrumentation skills. Use this as the first step whenever a user shares a PR link, branch comparison, or raw diff and wants to understand what changed, what needs tracking, or how to instrument a feature. Trigger on phrases like "review this PR", "what changed in this branch", "help me instrument this…

  plugins/amplitude/skills/diff-intake/SKILL.md on GitHub (opens in a new tab)

• discover-analytics-patterns

  Discovers how analytics tracking calls are actually written in this codebase — the concrete SDK calls, function signatures, and import patterns used to send events. Use this skill whenever you need to understand the existing analytics instrumentation patterns before adding new tracking, when someone asks "how do we track events here?", "show me the analytics setup", "what's the analytics pattern…

  plugins/amplitude/skills/discover-analytics-patterns/SKILL.md on GitHub (opens in a new tab)

• discover-event-surfaces

  Given a change_brief YAML (output from diff-intake), generates an exhaustive list of candidate analytics events to instrument. Takes the perspective of an engineer with a PM mindset — surfaces everything worth considering so a PM can decide what actually matters. Use this as step 2 of the analytics instrumentation workflow, immediately after diff-intake produces a change_brief. Trigger whenever a…

  plugins/amplitude/skills/discover-event-surfaces/SKILL.md on GitHub (opens in a new tab)

• discover-opportunities

  Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback. Synthesizes evidence into prioritized, actionable opportunities with RICE scoring. Use when the user asks to "find opportunities", "what should we build", "where are we losing users", "product gaps", or wants a data-driven backlog of improvements.

  plugins/amplitude/skills/discover-opportunities/SKILL.md on GitHub (opens in a new tab)

• instrument-events

  Given event_candidates YAML (output from discover-event-surfaces), generates a concrete instrumentation plan for priority-3 (critical) events. Acts as a Software Architect: discovers existing analytics patterns in the codebase, reads the hinted files to determine what variables are in scope, designs minimal chart-useful properties, and identifies the exact insertion point for each tracking call.…

  plugins/amplitude/skills/instrument-events/SKILL.md on GitHub (opens in a new tab)

• investigate-ai-session

  Deep-dives into specific AI agent sessions or failure patterns to explain why something went wrong. Only use when the user has Amplitude Agent Analytics instrumented in their project. Use when investigating a specific session ID, debugging agent failures, understanding why quality is low, tracing tool errors, or when monitor-ai-quality surfaces an issue that needs root cause analysis.

  plugins/amplitude/skills/investigate-ai-session/SKILL.md on GitHub (opens in a new tab)

• live-data-forensics

  Investigates live product issues against Amplitude data — "is X firing today", "did the release break Y", "which users are affected by Z". Covers the verify-then-query loop, query_amplitude_data parameterization, and its common failure modes. Use for incident analysis, instrumentation checks, and affected-user discovery.

  plugins/amplitude/skills/live-data-forensics/SKILL.md on GitHub (opens in a new tab)

• manage-amp-context

  Lists projects for an employee-accessible organization or writes organization/project AI context with `manage_amp_context`; use `get_amplitude_context` for reads.

  plugins/amplitude/skills/manage-amp-context/SKILL.md on GitHub (opens in a new tab)

• monitor-ai-quality

  Monitors AI agent health across quality, cost, performance, and errors. Only use when the user has Amplitude Agent Analytics instrumented in their project. Use when the user asks "how are our AI agents doing", "AI quality check", "agent health", "AI errors", "agent performance", "LLM cost", or wants a proactive health report on their AI/LLM features.

  plugins/amplitude/skills/monitor-ai-quality/SKILL.md on GitHub (opens in a new tab)

• monitor-experiments-consolidated

  Monitors all active and recently completed experiments across Amplitude projects, triages them by importance, then runs deep analysis and reporting on the most impactful ones. Use when the user asks to "check on experiments", "experiment status", "experiment review", "what experiments are running", or wants a periodic experiment health report.

  plugins/amplitude/skills/monitor-experiments-consolidated/SKILL.md on GitHub (opens in a new tab)

• monitor-experiments

  Monitors all active and recently completed experiments across Amplitude projects, triages them by importance, then runs deep analysis and reporting on the most impactful ones. Use when the user asks to "check on experiments", "experiment status", "experiment review", "what experiments are running", or wants a periodic experiment health report.

  plugins/amplitude/skills/monitor-experiments/SKILL.md on GitHub (opens in a new tab)

• monitor-reliability

  Delivers a reliability health check using auto-captured network request, JS error, and error click data. Use when the user asks for a "reliability check", "error rate", "quality metrics", "page health", "did the release break anything", "error budget", or wants a proactive product quality report.

  plugins/amplitude/skills/monitor-reliability/SKILL.md on GitHub (opens in a new tab)

• replay-ux-audit

  Finds and analyzes Amplitude Session Replays to surface UX friction patterns across multiple sessions. Produces a ranked friction map showing where users struggle, hesitate, or abandon. Use when a PM or designer asks "where's the friction", "what's confusing users", "UX issues on this page", "why is this flow clunky", "audit the user experience", or wants qualitative evidence of usability problem…

  plugins/amplitude/skills/replay-ux-audit/SKILL.md on GitHub (opens in a new tab)

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