分析
分析、报表与可视化
Knack Dashboard AI
willsigmon
Generates insight layers and visual summaries from HTI operational data. Transforms raw Knack records into actionable intelligence for stakeholders...
requirement-review
DauQuangThanh
Conducts comprehensive requirements review including completeness validation, clarity assessment, consistency checking, testability evaluation, and standards compliance. Produces detailed review reports with findings, gaps, conflicts, and improvement recommendations. Use when reviewing requirements documents (BRD, SRS, user stories), validating acceptance criteria, assessing requirements quality, identifying gaps and conflicts, or ensuring standards compliance (IEEE 830, INVEST criteria). Trigger when users mention "review requirements", "validate requirements", "check requirements quality", "find requirement issues", or "assess BRD/SRS quality".
research-guide
beshkenadze
Research best practices, guides, and libraries. Use when needing documentation, recommendations, implementation guidance, or library comparisons.
platonic-code-review
caesar0301
Review code implementation against specifications to ensure consistency and completeness. Use when validating that code correctly implements RFC specs, requirements documents, or design specifications. Generates reports by default without modifying code.
data-and-metrics
luisschmitzheadline
Ad-hoc data briefs: metric definitions, dimensions, and insights from available data. Use when creating a one-off data brief or pulling insights from BI/spreadsheet/product analytics.
screen-time-api-engineer
Siddhu7007
iOS 16+ Screen Time engineering skill for FamilyControls, ManagedSettings, ManagedSettingsUI, ScreenTime, and DeviceActivity/DeviceActivityMonitor extension workflows. Use for app and website blocking, custom shields, shield action handling, schedule-based enforcement, onboarding authorization flows, usage analytics reports, entitlement setup, App Review readiness, debugging, and production hardening.
reconciliation
luisschmitzheadline
Reconcile accounts by comparing GL balances to subledgers, bank statements, or third-party data. Use when performing bank reconciliations, GL-to-subledger recs, intercompany reconciliations, or identifying and categorizing reconciling items.
product-market-fit
luisschmitzheadline
Master frameworks for measuring, achieving, and maintaining product-market fit (PMF). Use when validating new products, assessing readiness to scale, diagnosing retention problems, planning market expansion, measuring "very disappointed" score, implementing PMF engines, or determining if you have permission to grow. Covers Sean Ellis survey methodology, Superhuman PMF engine, retention curve analysis, leading/lagging indicators, pre-PMF vs. post-PMF strategies, and maintaining fit as markets evolve.
metrics-review
luisschmitzheadline
Recurring metrics review: KPIs, trends, board-ready summary. Use when running a periodic (e.g. monthly/quarterly) metrics review for leadership or board.
growth-hacking-playbook
luisschmitzheadline
Comprehensive growth hacking strategy including growth loops, AARRR pirate metrics, channel prioritization (Bullseye), viral mechanics (K-factor), ICE experiment scoring, and 90-day experimentation roadmap using Growth Loops, Pirate Metrics, and Traction Bullseye frameworks.
data-storytelling
luisschmitzheadline
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
data-analyst
k1lgor
Use this for exploratory data analysis (EDA), generating visualizations, finding trends, and deriving insights from datasets using Python (Pandas/Seaborn/Plotly) or SQL.
microsoft-graph
markpitt
Orchestration hub for Microsoft Graph API across Microsoft 365 services. Use for Graph API integrations, querying Microsoft 365 data, and building applications that interact with Azure AD.
explain-concepts
ThepExcel
Explains difficult concepts using master teaching methodologies (Feynman, Socratic, Cognitive Load, Dual Coding). Use when user asks to explain a concept, "I don't understand X", ELI5 requests, "what is X", "how does X work".
ziwei-doushu
Wolke
"紫微斗數 (Zi Wei Dou Shu / Purple Star Astrology) divination skill. Use when users request astrolabe chart analysis, fortune telling based on birth date/time, or Chinese star astrology. Triggers on: 紫微斗數, 紫微, 斗數, 命盤, 排盤, 星盤, 十二宮, 命宮, 四化, 大限, 流年, ziwei, purple star, astrolabe."
Campaign Analyzer
jmsktm
Analyze marketing campaign performance and extract actionable insights
Accounts Reconciler
jmsktm
Automate account reconciliation by matching transactions, identifying discrepancies, and generating variance reports
deep-research
standardhuman
Conduct comprehensive, multi-source research on any topic using the 7-phase Deep Research protocol with Graph of Thoughts. Use when user needs thorough research with verified claims, citations, and source triangulation. Triggers on "deep research [topic]", "research [topic] thoroughly", "I need comprehensive research on...", or "investigate [topic]".
gitleaks
igbuend
Run Gitleaks for hardcoded secrets detection in code and git history. Use when scanning for API keys, passwords, tokens, certificates, or sensitive credentials in source code and commit history.
analytics-tracking
ngxtm
">"
data-visualization
igbuend
Data visualization and information design best practices. Use when creating charts, dashboards, graphs, or any visual representation of data.
scientific-schematics
TTAWDTT
"Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). Specialized in neural network architectures, system diagrams, and flowcharts. Generates SVG/EPS in figures/ folder with automated quality verification."
mobbin-ux
rohunvora
Research-driven UI/UX improvement using Mobbin. Use when user explicitly requests design pattern research ("use Mobbin", "research design patterns", "find UX patterns for X"). Requires Mobbin account and browser automation (claude-in-chrome MCP). Searches Mobbin for relevant UI patterns, extracts design principles, generates a spec document for approval, then implements. NOT for general UI work—only when user wants research-backed design.
grepai-trace-graph
yoanbernabeu
Build complete call graphs with GrepAI trace. Use this skill for recursive dependency analysis.