Analytics
Data analysis and visualization
clay-cost-tuning
by Dicklesworthstone
Optimize Clay costs through tier selection, sampling, and usage monitoring. Use when analyzing Clay billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "clay cost", "clay billing", "reduce clay costs", "clay pricing", "clay expensive", "clay budget".
memory-systems
by guanyang
Guides implementation of agent memory systems, compares production frameworks (Mem0, Zep/Graphiti, Letta, LangMem), and designs persistence architectures for cross-session knowledge retention. Use when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph for agents", "track entities over time", "add long-term memory", "choose a memory framework", or mentions temporal knowledge graphs, vector stores, entity memory, or memory benchmarks (LoCoMo, LongMemEval).
checklist-runner
by SynkraAI
Generic checklist execution engine for any .md checklist. Use this skill when an agent needs to validate work against a checklist. Supports YOLO (autonomous) and interactive modes with pass/fail/partial verdicts.
data-storytelling
by wshobson
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
twitter-algorithm-optimizer
by ComposioHQ
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.
helm-deploy
by RHEcosystemAppEng
Deploy applications to OpenShift using Helm charts. Use this skill when user wants to deploy with Helm, when a Helm chart is detected in the project, or when /helm-deploy command is invoked. Supports both existing charts and chart creation. Handles chart detection, values customization, install/upgrade operations, and rollback. Requires kubernetes MCP Helm tools.
histolab-wsi-processing
by jaechang-hits
"Whole slide image processing for digital pathology. Tissue detection, tile extraction (random, grid, score-based), filter pipelines for H&E/IHC preprocessing. Use for dataset preparation, tile-based deep learning, and slide quality assessment. For advanced spatial proteomics or multiplexed imaging use pathml."
databricks-aibi-dashboards
by databricks-solutions
"Create Databricks AI/BI dashboards. CRITICAL: You MUST test ALL SQL queries via execute_sql BEFORE deploying. Follow guidelines strictly."
prototype
by Donchitos
"Rapid prototyping workflow. Skips normal standards to quickly validate a game concept or mechanic. Produces throwaway code and a structured prototype report."
product-health-analysis
by mohitagw15856
Interpret product metrics against goals and surface actionable signals
tech-debt
by Donchitos
"Track, categorize, and prioritize technical debt across the codebase. Scans for debt indicators, maintains a debt register, and recommends repayment scheduling."
report-writing
by vstorm-co
Guidelines for writing well-structured, cited research reports
unit-test-generator
by JackyST0
Automatically generate unit tests based on source code, supporting multiple languages and testing frameworks.
nav-graph
by alekspetrov
Query project knowledge graph. Search across tasks, SOPs, memories, and concepts. Use when user asks "what do we know about X?", "show everything related to X", or "remember this pattern/pitfall/decision".
researchers-financial
by bitwize-music-studio
Researches SEC filings, earnings calls, analyst reports, and market data. Use when the album subject involves financial crimes, corporate stories, or market events.
codex-brainstorm
by sd0xdev
"Adversarial brainstorming via Claude+Codex debate. Use when: exploring solutions, feasibility analysis, exhaustive enumeration. Not for: implementation (use feature-dev), architecture only (use codex-architect). Output: Nash equilibrium consensus + action items."
issue-analyze
by sd0xdev
"GitHub Issue deep analysis. Use when: analyzing issue root cause, classifying problems, investigation planning. Not for: fixing bugs (use bug-fix), code exploration (use code-explore). Output: classified analysis + investigation strategy."
executing-plans
by pedronauck
Use when you have a written implementation plan to execute in a separate session with review checkpoints
ux-audit
by jezweb
"Run UX walkthroughs and QA sweeps on live web apps using browser automation. Walks through apps as a real user, flags friction points and usability issues, tests CRUD operations, and produces ranked audit reports. Trigger with 'ux audit', 'ux walkthrough', 'qa test', 'test the app', or 'check all pages'."
playtest-report
by Donchitos
"Generates a structured playtest report template or analyzes existing playtest notes into a structured format. Use this to standardize playtest feedback collection and analysis."
yfinance-data
by himself65
Fetch financial and market data using the yfinance Python library. Use this skill whenever the user asks for stock prices, historical data, financial statements, options chains, dividends, earnings, analyst recommendations, or any market data. Triggers include: any mention of stock price, ticker symbol (AAPL, MSFT, TSLA, etc.), "get me the financials", "show earnings", "what's the price of", "download stock data", "options chain", "dividend history", "balance sheet", "income statement", "cash flow", "analyst targets", "institutional holders", "compare stocks", "screen for stocks", or any request involving Yahoo Finance data. Always use this skill even if the user only provides a ticker — infer intent from context.
finding-duplicate-functions
by obra
Use when auditing a codebase for semantic duplication - functions that do the same thing but have different names or implementations. Especially useful for LLM-generated codebases where new functions are often created rather than reusing existing ones.
data-journalism
by jamditis
Data journalism workflows for analysis, visualization, and storytelling. Use when analyzing datasets, creating charts and maps, cleaning messy data, calculating statistics or building data-driven stories. Essential for reporters, newsrooms and researchers working with quantitative information.
Review Response Writer
by rshankras
yourapp.com/help