分析
分析、报表与可视化
analytics
yonatangross
"Queries local analytics across OrchestKit projects for agent usage, skill frequency, hook timing, team activity, session replay, cost estimation, and model delegation trends. Privacy-safe with hashed project IDs. Supports time-range filtering and comparative analysis. Use when reviewing performance, estimating costs, or understanding usage patterns."
memory-fabric
yonatangross
"Knowledge graph orchestration layer with entity extraction, natural language query parsing, deduplication (>85% similarity), and cross-reference boosting. Unifies search results ranked by recency, relevance, and authority. Use when designing memory retrieval, building entity graphs, or optimizing knowledge graph queries."
product-analytics
yonatangross
"A/B test evaluation, cohort retention analysis, funnel metrics, and experiment-driven product decisions. Use when analyzing experiments, measuring feature adoption, diagnosing conversion drop-offs, or evaluating statistical significance of product changes."
glyph
yonatangross
"Render an answer as ASCII art plus semantic emojis inline, right now, with no setup questions. Use for a fast visual take on status, comparisons, trade-offs, architecture, or any ad-hoc 'show me X visually' ask. For a full multi-artifact plan playground, use visualize-plan instead."
okr-design
yonatangross
"OKR trees, KPI dashboards, North Star Metric, leading/lagging indicators, and experiment design. Use when setting team goals, defining success metrics, building measurement frameworks, or designing A/B experiment guardrails."
analytics
yonatangross
"Query cross-project usage analytics. Use when reviewing agent, skill, hook, or team performance across OrchestKit projects. Also replay sessions, estimate costs, and view model delegation trends."
feedback
yonatangross
"Manages OrchestKit feedback system. Use when providing feedback or viewing usage analytics."
plan-viz
yonatangross
"Visualize planned changes before implementation. Use when reviewing plans, comparing before/after architecture, assessing risk, or analyzing execution order and impact."
Review Response Writer
rshankras
yourapp.com/help
rust-deps-visualizer
actionbook
"Visualize Rust project dependencies as ASCII art. Triggers on: /deps-viz, dependency graph, show dependencies, visualize deps, 依赖图, 依赖可视化, 显示依赖"
memory-fabric
yonatangross
Knowledge graph memory orchestration - entity extraction, query parsing, deduplication, and cross-reference boosting. Use when designing memory orchestration.
sdd-verify
Gentleman-Programming
Validate that implementation matches specs, design, and tasks. Trigger: When the orchestrator launches you to verify a completed (or partially completed) change.
prowler-compliance-review
prowler-cloud
Reviews Pull Requests that add or modify compliance frameworks. Trigger: When reviewing PRs with compliance framework changes, CIS/NIST/PCI-DSS additions, or compliance JSON files.
sprint-velocity-analysis
mohitagw15856
"Analyze sprint velocity data and produce an engineering team health report covering delivery trends, capacity utilization, and improvement recommendations. Use when asked to analyze sprint velocity, review team delivery health, identify delivery risks, or produce a retrospective data analysis. Produces a velocity trend analysis, health diagnosis table, top improvement recommendations with implementation steps, and a next-sprint capacity forecast."
speckit-analyze
dceoy
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
ghost-report
ghostsecurity
"Ghost Security — combined security report. Aggregates findings from all scan skills (scan-deps, scan-secrets, scan-code) into a single prioritized report focused on the highest risk, highest confidence issues. Use when the user requests a security overview, vulnerability summary, full security audit, or combined scan results."
semantic-scan
bdfinst
Build a computation register and detect semantic duplicates across architectural layers. Finds business logic reimplemented multiple times in different layers — the same domain calculation independently appearing in domain services, client adapters, and presentation components. Runs incrementally (git-diff-based) after the first scan. Produces a structured duplicate report with file:line references and canonical location suggestions.
run-report
bdfinst
Report one orchestrated run's timeline — per-state dwell time, rejection count, hook denials/bypasses grouped by cause, and cost — joined from boundary-events.jsonl, cost-metering.jsonl, and workflow-states.jsonl for a given session_id (default: most recent). Use when the user asks "how did that run go", "show the run report", "/run-report", or wants a single view of a /ship//autoship//build run instead of cross-referencing streams by hand.
llm-wiki
sdyckjq-lab
个人知识库构建系统（基于 Karpathy llm-wiki 方法论）。让 AI 持续构建和维护你的知识库， 支持多种素材源（网页、推特、公众号、小红书、知乎、YouTube、PDF、本地文件）， 自动整理为结构化的 wiki。 触发条件：用户明确提到"知识库"、"wiki"、"llm-wiki"，或要求对已初始化的知识库执行 消化、查询、健康检查等操作。不要在用户只是要求"总结这篇文章"时触发——必须是明确的 知识库相关意图。
histolab
jimmc414
Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC stained tissue images, extracting tiles from gigapixel pathology images, detecting tissue regions, segmenting tissue masks, or preparing datasets for computational pathology deep learning pipelines. Applies to WSI formats (SVS, TIFF, NDPI), tile-based analysis, and histological image preprocessing workflows.
perf-profiler
ComposioHQ
"Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence."
sdd-verify
Gentleman-Programming
Validate that implementation matches specs, design, and tasks. Trigger: When the orchestrator launches you to verify a completed (or partially completed) change.
improve-codebase-architecture
windmill-labs
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
sap-sac-custom-widget
secondsky
SAP Analytics Cloud (SAC) Custom Widget development skill. Use when building custom visualizations, interactive components, extending SAC with Web Components, or creating Widget Add-Ons to customize built-in widgets. Covers JSON metadata configuration, JavaScript Web Components, lifecycle functions, data binding with feeds, styling panels, builder panels, property/event/method definitions, custom types, script API data types, third-party library integration, hosting options, security, performance optimization, and debugging. Includes Widget Add-On feature (QRC Q4 2023+) for extending built-in widgets without creating from scratch. Provides templates for basic widgets, data-bound charts, styling panels, and KPI cards. Supports Optimized Story Experience and Analytics Designer. Prevents common errors: missing lifecycle functions, incorrect JSON schema, integrity warnings, CORS failures, property type mismatches, data binding issues, and performance anti-patterns. Keywords: sap analytics cloud, sac custom widget, custom widget development, web component sac, json metadata widget, widget lifecycle functions, onCustomWidgetBeforeUpdate, onCustomWidgetAfterUpdate, onCustomWidgetResize, onCustomWidgetDestroy, sac data binding, widget data binding, dataBindings feeds, getDataBinding, getResultSet, styling panel widget, builder panel widget, widget properties events methods, propertiesChanged event, dispatchEvent custom widget, sac echarts integration, sac d3js integration, third party library sac, widget hosting sac, sac hosted widget, integrity hash widget, sha256 integrity, widget security cors, sac widget debugging, custom visualization sac, sac analytics designer widget, optimized story experience widget, sac widget api, widget add-on, sac script api widget, custom types enumeration, MemberInfo ResultMemberInfo Selection, widget installation admin, sac performance optimization, shadow dom web component, sac tooltip customization, plot area addon