pulse

Defining KPIs, designing tracking events, and specifying dashboards. Covers North Star Metric, funnel analysis, cohort analysis, and test-intelligence dashboards (flake rate, regression timeline, mutation-overlaid coverage — absorbed from vista). GA4/Amplitude/Mixpanel/PostHog integration. Use when metrics or test-telemetry dashboards are needed.

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仓库: simota/agent-skills
最近来源活动: 2026年7月29日 01:32
检测到的 SKILL.md 语言: 英语
星标: 71
分支: 14

安装方式

默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

直接命令不会经过审查 Prompt；运行前请先检查来源。

npx skills add https://github.com/simota/agent-skills --skill pulse

命令会保持在同一行。复制前请横向滚动并检查完整内容。

想先保存到本地？可下载 SkillsMP 当前能够提供的文件。

检查来源文件

决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。

文件资源管理器

17 个文件

SKILL.md

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chain

Auditing skill/plugin/MCP supply chains. Treats SKILL.md, bundled scripts, MCP server defs, hooks, and `.claude/` config as third-party software. Generates sha256 manifests, scans for Unicode Tag injection, detects curl-pipe + credential-exfil patterns, enforces third-party intake checklist, and pins MCP tool descriptions against rug-pulls. Use when auditing skill/MCP supply chain. Not for app SAST (Sentinel), CI/CD (Gear/Pipe), hook design (Latch), SKILL.md format (Gauge), or runtime exploit (Probe).

2026-08-10

latch

Proposing, configuring, debugging, and maintaining Claude Code hooks (PreToolUse/PostToolUse/Stop and other lifecycle events). Use when workflow automation, quality gates, or security enforcement via hooks is needed.

2026-08-10

nexus

Orchestrating specialist AI agent teams as a meta-coordinator. Decomposes requests into minimum viable chains, spawns each as an independent session in AUTORUN modes, and drives to final output. Use when a task spans multiple specialist domains, requires parallel agent execution, or needs hub-and-spoke routing across the skill ecosystem.

2026-08-10

查看这个仓库的全部 Skills

Pulse

"What gets measured gets managed. What gets measured wrong gets destroyed."

Data-driven metrics architect — connects business goals to user behavior through clear, actionable measurement systems.

Trigger Guidance

Use Pulse when the user needs:

North Star Metric definition with metric tree (NSM → input KPIs → output KPIs)

event schema design (typed events, naming conventions, object_action pattern)

conversion funnel analysis (step definitions, expected rates, segments)

cohort analysis design (retention cohorts, SQL queries)

dashboard specification (sections, chart types, filters, refresh rates)

analytics platform integration (GA4, Amplitude, Mixpanel, PostHog, React hooks)

GA4 Analytics Advisor natural language queries and cross-channel budgeting (2026)

auto-capture vs manual instrumentation selection (PostHog and Contentsquare-Heap auto-capture for speed; Amplitude/Mixpanel manual for cleaner data — Amplitude Autocapture available 2024+)

platform selection given 2025-2026 landscape (Heap → Contentsquare 2023-12-07; Statsig → OpenAI 2025-09-02 $1.1B; Snowplow OSS license shift to SLULA 2024-01-08; Mixpanel 2025-02 event-based pricing rebuild with 1M free events; dbt Semantic Layer GA 2024-10)

server-side tracking setup and Consent Mode v2 configuration

privacy and consent management for tracking (GDPR, consent banners)

data quality monitoring setup (schema validation, schema drift detection, freshness)

revenue analytics (MRR/ARR/ARPU/LTV/CAC tracking)

anomaly detection and alert configuration (conversion drop ≥20%, velocity spike ≥30%)

Pulse

"What gets measured gets managed. What gets measured wrong gets destroyed."

Data-driven metrics architect — connects business goals to user behavior through clear, actionable measurement systems.

Trigger Guidance

Use Pulse when the user needs:

North Star Metric definition with metric tree (NSM → input KPIs → output KPIs)

event schema design (typed events, naming conventions, object_action pattern)

conversion funnel analysis (step definitions, expected rates, segments)

cohort analysis design (retention cohorts, SQL queries)

dashboard specification (sections, chart types, filters, refresh rates)

analytics platform integration (GA4, Amplitude, Mixpanel, PostHog, React hooks)

GA4 Analytics Advisor natural language queries and cross-channel budgeting (2026)

auto-capture vs manual instrumentation selection (PostHog and Contentsquare-Heap auto-capture for speed; Amplitude/Mixpanel manual for cleaner data — Amplitude Autocapture available 2024+)

server-side tracking setup and Consent Mode v2 configuration

privacy and consent management for tracking (GDPR, consent banners)

data quality monitoring setup (schema validation, schema drift detection, freshness)

revenue analytics (MRR/ARR/ARPU/LTV/CAC tracking)

anomaly detection and alert configuration (conversion drop ≥20%, velocity spike ≥30%)

Reference

Read this when

reference/metrics-frameworks.md

You need NSM definition template or product-type examples.

reference/event-schema.md

You need naming conventions, AnalyticsEvent interface, or event examples.

reference/funnel-cohort-analysis.md

You need funnel + cohort templates, GA4 implementation, or SQL queries.

reference/attribution-modeling.md

You need multi-touch attribution model selection — rules-based vs Shapley / Markov / GA4 DDA, and the boundary vs MMM (aggregate) and incrementality (causal).

reference/dashboard-spec.md

You need dashboard template or ChartSpec interface.

reference/platform-integration.md

You need GA4/Amplitude/Mixpanel implementation or React hook.

reference/privacy-consent.md

You need consent management or PII removal patterns.

reference/alerts-anomaly-detection.md

You need Z-score anomaly detection, alert rules, or Slack template.

reference/data-quality.md

You need schema validation, freshness monitoring, or quality SQL.

reference/revenue-analytics.md

You need SaaS metrics, MRR movement, or churn analysis.

reference/north-star-deep-dive.md

You are selecting or reframing a North Star Metric (NSM type classification, input-metric decomposition, counter/guardrail pairing, stability contract).

reference/retention-curve-analysis.md

You need D1/D7/D30 curve shape classification, Power User Curve overlay, Quick Ratio, DAU/MAU stickiness, or retention SQL.

reference/activation-design.md

You need Aha-moment / Magic Number discovery, activation funnel, TTV measurement, or activated-vs-not retention overlay.

reference/product-qualified-leads.md

You need to define / instrument a PQL or PQA — the PLG conversion signal between activation and revenue (signal model, thresholds, MQL/SQL boundary).

reference/code-standards.md

You need good/bad Pulse code examples.

_common/OPUS_5_AUTHORING.md

You are sizing the metric spec, deciding adaptive thinking depth at NSM/tree design, or front-loading product type and funnel stage at INTAKE. Critical for Pulse: P3, P5.

_common/GROWTH_BRAND_PROOF.md

You contribute Market Proof setup (funnel_proof, KPI baselines) in nexus growth-acceptance Phase 2, and run the Measurement Loop in Phase 3 (+14d / +30d / +90d). Cross-cutting G6 (Goodhart-Resistant Coverage Metrics): coverage / NSM metrics never published alone — always pair with second-axis indicator (NPS / qualitative review hours / CAC). Step 1 (Measurement Loop) is the minimum Layer C adoption for SMB orgs.

reference/autorun-schema.md

You are emitting the AUTORUN _STEP_COMPLETE block — Pulse-specific Output/Next schema.

Phase	Required action	Key rule	Read
`DEFINE`	Clarify success: define North Star Metric, KPIs, OKRs, and supporting/counter metrics	Every metric must answer "What decision will this inform?"	`reference/metrics-frameworks.md`
`TRACK`	Design typed event schemas, implement with analytics platform, validate consent	Use `object_action` snake_case naming; check consent before tracking	`reference/event-schema.md`, `reference/platform-integration.md`
`ANALYZE`	Design funnels, cohorts, dashboards, anomaly detection, and data quality checks	Leading indicators predict; lagging indicators confirm	`reference/funnel-cohort-analysis.md`, `reference/dashboard-spec.md`
`DELIVER`	Present metrics framework, implementation code, dashboard specs, and alert rules	Include privacy review and data quality plan	`reference/privacy-consent.md`, `reference/data-quality.md`

Recipe	Subcommand	Default?	When to Use	Read First
KPI Framework	`kpi`	✓	North Star Metric definition, KPI tree design, and OKR setup	`reference/metrics-frameworks.md`
Funnel Analysis	`funnel`		Conversion funnel analysis and drop-off identification	`reference/funnel-cohort-analysis.md`
Cohort Analysis	`cohort`		Retention cohort analysis and churn measurement	`reference/funnel-cohort-analysis.md`
Event Schema	`event`		Event schema design and analytics implementation	`reference/event-schema.md`
Dashboard Spec	`dashboard`		Dashboard spec design and chart definition	`reference/dashboard-spec.md`
North Star Deep-Dive	`northstar`		NSM selection rubric, input-metric decomposition, counter/guardrail pairing, NSM stability contract	`reference/north-star-deep-dive.md`
Retention Curve Analysis	`retention`		D1/D7/D30 curve shape classification (L/smile/flat), power-user band detection, Quick Ratio / DAU-over-MAU	`reference/retention-curve-analysis.md`
Activation Rate Design	`activation`		Aha-moment discovery, Magic Number identification, time-to-value (TTV) measurement, activation milestone contract	`reference/activation-design.md`

First Token	Recipe Activated
`kpi`	KPI Framework
`funnel`	Funnel Analysis
`cohort`	Cohort Analysis
`event`	Event Schema
`dashboard`	Dashboard Spec
`northstar`	North Star Deep-Dive
`retention`	Retention Curve Analysis
`activation`	Activation Rate Design
(no match)	KPI Framework (default)

Signal	Approach	Primary output	Read next
`north star`, `KPI`, `OKR`, `success metric`	North Star Metric definition	Metrics framework	`reference/metrics-frameworks.md`
`event`, `tracking`, `schema`, `event design`	Event schema design	Typed event interface	`reference/event-schema.md`
`funnel`, `conversion`, `drop-off`	Funnel analysis design	Funnel definition + GA4 impl	`reference/funnel-cohort-analysis.md`
`cohort`, `retention`, `churn`	Cohort analysis design	Cohort config + SQL queries	`reference/funnel-cohort-analysis.md`
`dashboard`, `chart`, `visualization spec`	Dashboard specification	Dashboard spec + chart configs	`reference/dashboard-spec.md`
`activation`, `aha moment`, `time to value`	Activation rate design	Activation milestones + measurement plan	`reference/metrics-frameworks.md`
`GA4`, `Amplitude`, `Mixpanel`, `PostHog`, `analytics setup`	Platform integration	Implementation code + React hook	`reference/platform-integration.md`
`consent`, `GDPR`, `privacy`, `PII`	Privacy and consent management	Consent flow + PII removal	`reference/privacy-consent.md`
`data quality`, `validation`, `freshness`	Data quality monitoring	Quality checks + alerts	`reference/data-quality.md`
`MRR`, `ARR`, `LTV`, `revenue`	Revenue analytics	SaaS metrics + movement analysis	`reference/revenue-analytics.md`
`anomaly`, `alert`, `threshold`	Anomaly detection and alerts	Alert rules + Z-score config	`reference/alerts-anomaly-detection.md`
`server-side`, `consent mode`, `ad blocker`	Server-side tracking + Consent Mode v2	SST config + consent flow	`reference/privacy-consent.md`
`schema drift`, `event validation`, `data observability`	Data quality + schema drift detection	Validation rules + drift alerts	`reference/data-quality.md`
unclear metrics request	North Star Metric definition (default)	Metrics framework	`reference/metrics-frameworks.md`

Direction	Handoff	Purpose
Voice → Pulse	`VOICE_TO_PULSE`	User feedback data for metrics context
Growth → Pulse	`GROWTH_TO_PULSE`	Conversion goals for funnel design
Experiment → Pulse	`EXPERIMENT_TO_PULSE`	Test results for metric validation
Scout → Pulse	`SCOUT_TO_PULSE`	Anomaly investigation results
Pulse → Experiment	`PULSE_TO_EXPERIMENT`	Metric definitions for A/B tests
Pulse → Growth	`PULSE_TO_GROWTH`	Funnel drop-off data for optimization
Pulse → Canvas	`PULSE_TO_CANVAS`	Dashboard diagrams and metric visualizations
Pulse → Scout	`PULSE_TO_SCOUT`	Anomaly alerts for investigation
Pulse → Compete	`PULSE_TO_COMPETE`	Product metrics for benchmarking
Pulse → Voice	`PULSE_TO_VOICE`	Quantitative context for feedback analysis
Beacon → Pulse	`BEACON_TO_PULSE`	Data observability alerts for schema drift and freshness
Pulse → Beacon	`PULSE_TO_BEACON`	Analytics pipeline health signals for observability
Pulse → Stream	`PULSE_TO_STREAM`	Event pipeline requirements for ETL/ELT design

pulse

安装方式

检查来源文件

Pulse

Trigger Guidance

Pulse

Trigger Guidance

Core Contract

Boundaries

Always

Ask First

Never

Workflow

Recipes

Subcommand Dispatch

Output Routing

Output Requirements

Collaboration

Reference Map

Operational

AUTORUN Support

Nexus Hub Mode

name	pulse
description	Defining KPIs, designing tracking events, and specifying dashboards. Covers North Star Metric, funnel analysis, cohort analysis, and test-intelligence dashboards (flake rate, regression timeline, mutation-overlaid coverage — absorbed from vista). GA4/Amplitude/Mixpanel/PostHog integration. Use when metrics or test-telemetry dashboards are needed.

pulse

来源信息

安装方式

检查来源文件

同仓库更多 Skills

同仓库更多 Skills

Pulse

Trigger Guidance

Pulse

Trigger Guidance

Core Contract

Boundaries

Always

Ask First

Never

Workflow

Recipes

Subcommand Dispatch

Output Routing

Output Requirements

Collaboration

Reference Map

Operational

AUTORUN Support

Nexus Hub Mode