分析

stats

agenticnotetaking

Show vault statistics and knowledge graph metrics. Provides a shareable snapshot of vault health, growth, and progress. Triggers on "/stats", "vault stats", "show metrics", "how big is my vault".

executing-plans

ZhanlinCui

Use when you have a written implementation plan to execute in a separate session with review checkpoints

tufte-data-viz

caylent

Use when creating, reviewing, or styling charts, graphs, dashboards, sparklines, or any data visualization. Applies to Recharts, ECharts, Chart.js, matplotlib, Plotly, seaborn, D3.js, and SVG. Enforces Tufte principles (data-ink ratio, direct labeling, range-frame axes) plus modern screen-first standards (accessibility, responsive, dark mode).

sales-ai-assistant

isjiamu

帮助销售人员将业务场景转化为AI提示词并自动生成销售内容（邮件、方案、分析等），无需学习如何编写提示词

health

agenticnotetaking

Run condition-based vault health diagnostics. 8 categories — schema compliance, orphan detection, link health, description quality, three-space boundaries, processing throughput, stale notes, MOC coherence. 3 modes — quick (schema+orphans+links), full (all 8), three-space (boundary violations only). Returns actionable FAIL/WARN/PASS report with specific fixes ranked by impact. Triggers on "/health", "check vault health", "maintenance report", "what needs fixing".

tutorial

agenticnotetaking

Interactive walkthrough for new users. Learn by doing — each step creates real content in your vault. Three tracks (researcher, manager, personal) with a universal learning arc. Triggers on "/tutorial", "walk me through", "how do I use this".

graph

agenticnotetaking

Interactive knowledge graph analysis. Routes natural language questions to graph scripts, interprets results in domain vocabulary, and suggests concrete actions. Triggers on "/graph", "/graph health", "/graph triangles", "find synthesis opportunities", "graph analysis".

Polish

ohdearquant

Audit graph health and fix issues — orphans, low-degree nodes, duplicates, stale edges. Report before/after.

skill-review

osdlc

Review one skill or every skill in a plugin against the skill-author checks and against each other, and recommend what to tighten, map, merge, split, retire or document. Read-only; with --fix it hands each marked skill to skill-author.

status-dashboard

osdlc

Start, stop, or list the SDLC status dashboard — a local web view of the current project's tickets and leases. Thin dispatcher: shells out to the sdlc dashboard verb matching the requested action (dashboard start to start it in the background, dashboard stop to stop this project's instance, dashboard list to show every dashboard running across checkouts on this machine). Read-only on project state; the service itself never mutates tasks or leases.

helm-charts

TheBushidoCollective

Use when understanding and creating Helm charts for packaging and deploying Kubernetes applications.

market-report

EthanAlgoX

Create a structured market analysis report with regime, levels, catalysts, and risks.

helm-templates

TheBushidoCollective

Use when working with Helm templates and template functions for generating Kubernetes manifests dynamically.

review-code

catlog22

Multi-dimensional code review with structured reports. Analyzes correctness, readability, performance, security, testing, and architecture. Triggers on "review code", "code review", "审查代码", "代码审查".

stock_analyzer

ICMoon527

"分析股票和市场。当用户想要分析单个或多个股票，或进行市场复盘时调用。"

networkx

eyadsibai

Use when "NetworkX", "graph analysis", "network analysis", "graph algorithms", "shortest path", "centrality", "PageRank", "community detection", "social network", "knowledge graph"

vitalcv

ctol3r

deepsearch-service

Lin-A1

基于 LLM 的深度迭代搜索与推理服务。擅长处理复杂问题，通过自动分解查询、多轮迭代检索、信息评估与验证，最终生成全面且结构化的深度分析报告。

analytics-tracking

sarfraznawaz2005

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.

executing-plans

eyadsibai

Use when you have a written implementation plan to execute in a separate session with review checkpoints

clinical-decision-support

Victory-Hugo

"用于制药和临床研究环境中生成专业临床决策支持（CDS）文档，包括患者队列分析（基于生物标志物分层并结合结局分析）以及治疗推荐报告（基于循证指南并包含决策算法）。支持 GRADE 证据分级、统计分析（如风险比、 生存曲线、瀑布图）、生物标志物整合以及监管合规要求。输出为可发表级别的 LaTeX/PDF 格式，针对药物开发、临床研究和证据综合进行了优化。"

dashboard

matt82198

Launch the aesop web dashboard — idempotent health check, background serve, browser open, and optional stop.

thumbgate-feedback

IgorGanapolsky

Dual-write feedback to Amp MCP memory AND thumbgate for DPO export, analytics, and cross-platform portability

graphify

IgorGanapolsky

Query the local Graphify-Labs AST knowledge graph for ThumbGate architecture questions (what connects X to Y, explain a symbol, PreToolUse/gates/adapters). Slash: /graphify.