aetherlang-claude-codeExecute AetherLang V3 AI workflows from Claude Code using nine specialized engines for culinary, business, research, marketing, and strategic analyses.
Install via ClawdBot CLI:
clawdbot install contrario/aetherlang-claude-codeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.neurodoc.app/aetherlang/executeCalls external URL not in known-safe list
https://masterswarm.netAI Analysis
The skill sends user queries to a documented external API endpoint (api.neurodoc.app) which is consistent with its stated purpose of executing AetherLang workflows. While data is sent externally, the skill explicitly advises data minimization and warns against sending sensitive information. No credential harvesting, hidden instructions, or obfuscation were found in the provided definition.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
A restaurant owner uses the chef engine to develop a new menu with detailed cost analysis, HACCP compliance, and wine pairings. The molecular engine can optimize recipes for texture and shelf-life, while the apex engine analyzes market positioning and profitability.
A startup employs the marketing engine to assess TAM/SAM/SOM and Porter's 5 Forces for a new product launch. The oracle engine forecasts risks and black swan events, and the consulting engine creates Wardley maps for competitive strategy.
A research lab utilizes the lab engine to grade evidence and detect contradictions in experimental data. The analyst engine performs statistical tests and anomaly detection, and the assembly engine facilitates multi-agent debate to refine hypotheses.
A financial firm leverages the oracle engine for Bayesian forecasting and Kelly criterion applications. The apex engine runs Monte Carlo simulations for investment strategies, and the guard engine ensures compliance with moderate risk protocols.
A manufacturing company uses the molecular engine for material science analysis and FMEA failure modes. The consulting engine applies theory of constraints to optimize production, and the marketing engine evaluates pricing elasticity and viral coefficients.
Offer free tier with 100 requests per hour to attract users, then charge for Pro tier with 500 requests per hour and advanced features like priority support. Revenue comes from subscription fees for the API key, targeting small businesses and developers.
License the skill to consulting firms who integrate it into their workflows for culinary, business, or research clients. Revenue is generated through licensing fees and custom engine development, appealing to agencies needing AI-enhanced analysis.
Sell tailored packages to large corporations for embedding the engines into internal systems like R&D or strategy departments. Revenue includes one-time setup fees and ongoing maintenance, with upsells for multi-engine pipelines and data security features.
💬 Integration Tip
Start with simple engine calls to test functionality, then gradually build multi-engine pipelines for complex analyses, ensuring to handle API responses by extracting final_output from JSON.
Scored Apr 19, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.
Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.