Analytics
Data analysis and visualization
mermaid-diagrams
by hoodini
Create diagrams and visualizations using Mermaid syntax. Use when generating flowcharts, sequence diagrams, class diagrams, entity-relationship diagrams, Gantt charts, or any visual documentation. Triggers on Mermaid, flowchart, sequence diagram, class diagram, ER diagram, Gantt chart, diagram, visualization.
finlab
by koreal6803
Comprehensive guide for FinLab quantitative trading package for Taiwan stock market (台股). Use when working with trading strategies, backtesting, Taiwan stock data, FinLabDataFrame, factor analysis, stock selection, or when the user mentions FinLab, trading, 回測, 策略, 台股, quant trading, or stock market analysis. Includes data access, strategy development, backtesting workflows, and best practices.
compiler
by atopile
"How the atopile compiler builds and links TypeGraphs from .ato (ANTLR front-end → AST → TypeGraph → Linker → DeferredExecutor), plus the key invariants and test entrypoints. Use when modifying the compiler pipeline, grammar, AST visitors, or type resolution."
referral-program
by kostja94
When the user wants to plan, implement, or optimize referral program strategy. Also use when the user mentions "referral program," "referral marketing," "user referral," "refer-a-friend," "word-of-mouth growth," "referral rewards," "referral tracking," "referral code," "referral incentives," or "viral loop."
ost
by kasperjunge
Use when running or maintaining an Opportunity Solution Tree (OST) workflow with a lightweight graph store and CLI. Provides a single entry skill that routes to outcome, opportunity, solution, and assumption/experiment phases via progressive disclosure.
langchain
by hoodini
Build LLM applications with LangChain and LangGraph. Use when creating RAG pipelines, agent workflows, chains, or complex LLM orchestration. Triggers on LangChain, LangGraph, LCEL, RAG, retrieval, agent chain.
pyzig
by atopile
"How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add new exported APIs. Use when adding Zig-Python bindings, modifying native extensions, or debugging C-API interactions."
ato-language
by atopile
"Reference for the .ato declarative DSL: type system, connection semantics, constraint model, and standard library. Use when authoring or reviewing .ato code."
graph
by atopile
"How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup. Use when working with low-level graph APIs, memory management, or building systems that traverse the instance graph."
solver
by atopile
"How the Faebryk parameter solver works (Sets/Literals, Parameters, Expressions), the core invariants enforced during mutation, and practical workflows for debugging and extending the solver. Use when implementing or modifying constraint solving, parameter bounds, or debugging expression simplification."
advisor-dashboards
by JoelLewis
"Advisor dashboards for RIAs: practice analytics, AUM/revenue tracking, organic growth, effective fee rate, net flows, client flow analysis, referral tracking, retention rates, attrition analysis, competitive losses, exception alerts (NIGO, rebalancing drift, billing), benchmarking (Schwab, FA Insight), productivity metrics, prospecting conversion, CRM integration (Redtail, Salesforce), PMS integration (Orion, Tamarac), compliance metrics."
client-reporting-delivery
by JoelLewis
"Report generation, customization, delivery channels, frequency management, report templates, client portal integration, compliance review, and print vs digital delivery for advisory firms."
grace-plan
by osovv
"Run the GRACE architectural planning phase. Use when you have requirements and technology decisions defined and need to design the module architecture, create contracts, and build the knowledge graph. Produces development-plan.xml and knowledge-graph.xml."
grace-execute
by osovv
"Execute the full GRACE development plan step by step, generating code for each pending module with validation and commits. Use when the architecture is planned and you want to generate all modules sequentially with review checkpoints."
grace-ask
by osovv
"Answer a question about a GRACE project using full project context. Use when the user has a question about the codebase, architecture, modules, or implementation — loads all GRACE artifacts, navigates the knowledge graph, and provides a grounded answer with citations."
grace-generate
by osovv
"Generate code for a specific GRACE module with full semantic markup. Use when a module has been planned and contracted in development-plan.xml and you need to generate the actual implementation code with MODULE_CONTRACT, MODULE_MAP, semantic blocks, and knowledge graph updates."
grace-refresh
by osovv
"Synchronize the GRACE knowledge graph with the actual codebase. Use after manual code changes, refactoring, or when you suspect drift between the knowledge graph and the code — scans all source files, detects missing/orphaned modules and stale CrossLinks, and proposes fixes."
grace-add
by osovv
"Add a new module to a GRACE project with contract and knowledge graph entry. Use when you need to introduce a new module that wasn't part of the original plan — designs the contract, updates planning artifacts, generates code, and verifies integration."
building-streamlit-multipage-apps
by streamlit
Building multi-page Streamlit apps. Use when creating apps with multiple pages, setting up navigation, or managing state across pages.
Canvas
by simota
コード・設計・コンテキストをMermaid図、ASCIIアート、またはdraw.ioに変換する可視化エージェント。フローチャート、シーケンス図、状態遷移図、クラス図、ER図等を既存コードから逆生成、仕様から作成、または既存図を分析・改善。Echo連携でJourney Map、Emotion Score可視化、Internal Personaプロファイル、Team Structure、DX Journey可視化も担当。図解・可視化が必要な時に使用。
deepwork-tracker
by aAAaqwq
Track deep work sessions locally (start/stop/status) and generate a GitHub-contribution-graph style minutes-per-day heatmap for sharing (e.g., via Telegram). Use when the user says things like “start deep work”, “stop deep work”, “am I in a session?”, “show my deep work graph”, or asks to review deep work history.
developer-growth-analysis
by ComposioHQ
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.
grace-status
by osovv
"Show the current health status of a GRACE project. Use to get an overview of project artifacts, codebase metrics, knowledge graph health, and suggested next actions — helps identify drift, missing contracts, or unpaired semantic blocks."
perf-profiler
by ComposioHQ
"Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence."