This skill should be used when the user needs to build AI-native products with agency-control tradeoffs, calibration loops, and eval strategies.
**DEFAULT quota checker** - Use this skill FIRST when user says '쿼타', '쿼터', 'quota', '쿼타확인', '쿼터확인', or asks about quotas.
Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more.
Audit whether the organisation's AI spend actually paid — measured against baselines, not vendor math or vibes.
Portable AI SDLC shared-helper runtime. Use when an AI assistant installs, verifies, diagnoses, or repairs project-scoped AI SDLC skills whose deterministic scripts depend on…
Optimize AI assistant configurations for maximum effectiveness. USE THIS SKILL when user says "improve CLAUDE.md", "better copilot instructions", "tune AI", "optimize prompts",…
The enhancement layer for AI-generated content. This skill covers AI-powered visual effects, compositing, upscaling, restoration, and post-production magic—turning raw AI output…
add video files into Italian voiceover video with this skill. Works with MP4, MOV, AVI, WebM files up to 500MB. content creators and marketers use it for add...
This skill routes /aida commands to appropriate handlers - configuration,
AI-DLC: Chief Quality Officer defines the identity, authority, protocols, and hard rules for the CQO role in every AI-DLC: Full Cycle engagement.
AI Frens Ambassador Program - how to promote the vision of autonomous AI agents with their own economies.
Use this skill when the user asks to "detect AI text", "check if text is AI generated", "run AIGC detection", "analyze document for AI content", "train detection model", "generate…
AIsa is a unified API gateway providing production access to China's leading AI models (Qwen, DeepSeek, Kimi K2.5, Doubao) through official partnerships with Alibaba Cloud,…
Standards system and docs. Use when editing files in `standards/` or `docs/`, including authoring conventions, install, and sync. Do not load this skill to read `prose.md`.
This skill should be used when the user asks "aiuto", "menu", "cosa sai fare", "che comandi ci sono", "che comandi ho", "come si chiama il comando per...", "quale skill uso…
User-invoked session preflight. Runs the repository's declared checks read-only and reports project state the human may not be aware of: open issues and pull requests, work left…
Use this skill whenever asked about Alabama individual income tax for self-employed individuals or sole proprietors — filing Form 40, AL estimated tax (Form 40-ES), Alabama tax…
Use this skill whenever you need to store, retrieve, search, or view persistent context using the Alchemyst AI MCP server at mcp.getalchemystai.com/mcp/sse.
Score alerts by their historical likelihood of needing manual intervention, to filter noise-only alerts.
Attach the specific relevant troubleshooting guide or runbook section to every alert automatically. Use this skill whenever the user mentions runbook linking, troubleshooting…
Create, review, rewrite, or tune monitoring alerts, alert rules, SLO/burn-rate alerts, recording rules, Alertmanager/Grafana/Datadog routing, notification policies, and runbooks.
Parses the natural language task goal to extract actionable sub-objectives and required objects. Trigger this skill whenever a new task is assigned to break down complex…
This skill tracks which objects have been collected and which remain to be found for multi-object tasks.
Moves the agent to a specified receptacle or object location within the Alfworld environment. Use this skill when the agent needs to physically approach a target to inspect or…
This skill disposes of an object by placing it into a disposal receptacle like a garbage can. It should be triggered when the task requires discarding an object (e.g., 'put it in…
This skill scans the current environment observation to identify the presence and location of a target object needed for a task.
Picks up a specified object from a given receptacle. Use this skill when the agent has located a required object and needs to acquire it for later use, such as taking an item from…
This skill places an object into a selected storage receptacle after confirming its suitability. It should be triggered when the agent has identified an appropriate storage…
This skill opens a closed receptacle to access its contents. It should be triggered when an agent needs to interact with items inside a closed container (e.g., fridge, microwave,…
This skill opens a closed receptacle to allow access to its contents or to enable interaction with it.
This skill opens or closes a receptacle (like a fridge, cabinet, or microwave) to access its interior or secure it.
This skill verifies and prepares a target receptacle for receiving an object. It is triggered before placing an item into a receptacle (e.g., a garbage can) to ensure the…
This skill searches for a specific receptacle (e.g., garbage can, cabinet) by systematically exploring the environment, checking multiple locations until found.
Use when the agent needs to check whether an ALFWorld task objective has been met after completing a sub-action (e.g., placing an object).
Use when the agent needs to apply a tool to a target object in ALFWorld to accomplish an interaction such as cleaning, heating, cooling, or examining.
Use this skill whenever asked to prepare, review, or classify transactions for an Algeria TVA (Taxe sur la Valeur Ajoutee) return (G50 declaration) for any client.
Implement and select ad bidding strategies from manual CPC to automated target-CPA and target-ROAS. Use this skill when the user needs to choose a bidding strategy, set up…
Build CTR prediction models for estimating ad click-through rates from features. Use this skill when the user needs to predict click probability, build an ad ranking model, or…
Implement Generalized Second Price auction for ad slot allocation and pricing. Use this skill when the user needs to understand search ad auctions, compute ad positions and…
Implement VCG mechanism for incentive-compatible ad slot allocation with truthful bidding. Use this skill when the user needs to design a truthful auction mechanism, compute…
Implement BM25 ranking function for e-commerce product search relevance scoring. Use this skill when the user needs to build a text-based product search engine, improve search…
Design multi-objective e-commerce product ranking combining relevance, conversion, and business metrics.
Optimize e-commerce search relevance across the full pipeline from query understanding to result presentation.
Build ARIMA models for time series forecasting with trend and seasonality decomposition. Use this skill when the user needs to forecast future values from historical sequential…
Combine multiple forecasting models into ensemble predictions for improved accuracy. Use this skill when the user needs to improve forecast reliability, combine ARIMA/Prophet/ETS…
Apply exponential smoothing methods for time series forecasting with weighted moving averages. Use this skill when the user needs simple, robust forecasts, implement Holt-Winters…
Build forecasting models with Meta's Prophet for business time series with holidays and changepoints.
Conduct compensation benchmarking analysis to position salaries against market data. Use this skill when the user needs to assess pay competitiveness, build salary bands, or…
Implement Gale-Shapley stable matching algorithm for two-sided matching problems. Use this skill when the user needs to match candidates to positions, assign students to schools,…
Build employee turnover prediction models to identify flight risk and retention drivers. Use this skill when the user needs to predict which employees are likely to leave,…
Calculate Cpk process capability index to assess whether a process meets specification requirements. Use this skill when the user needs to evaluate process capability, compare…
Conduct FMEA to systematically identify, prioritize, and mitigate potential failure modes. Use this skill when the user needs to assess product or process risks, prioritize…
Implement Louvain community detection to discover densely connected groups in networks. Use this skill when the user needs to find communities or clusters in social/organizational…
Implement LDA topic modeling to discover latent topics in document collections. Use this skill when the user needs to extract topics from a text corpus, categorize documents by…
Implement Named Entity Recognition to identify and classify entities in text. Use this skill when the user needs to extract people, organizations, locations, dates, or custom…
Calculate text similarity using lexical and semantic methods for matching and deduplication. Use this skill when the user needs to find similar documents, detect near-duplicates,…
Implement text summarization using extractive and abstractive approaches. Use this skill when the user needs to condense long documents, build an automatic summarization pipeline,…
Design bundle pricing strategies using pure bundling, mixed bundling, and consumer surplus analysis. Use this skill when the user needs to set prices for product bundles,…
Run conjoint analysis to measure how product attributes drive consumer preferences and willingness to pay.
Implement dynamic pricing strategies that adjust prices in real-time based on demand, time, and competition.