engineeringSupport engineering understanding from DIY projects to professional practice and research.
Install via ClawdBot CLI:
clawdbot install ivangdavila/engineeringGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
A homeowner designing a backyard deck needs guidance on material selection, load calculations, and compliance with building codes for railings and footings. The skill provides safety margins, relatable force analogies, and flags when professional review is required for structural elements.
A student team building a robotic arm for a capstone project requires help with statics calculations, unit consistency, and connecting theory to practical applications like motor selection and stress analysis. The skill enforces problem-solving methodology and physical intuition.
A professional engineer at a manufacturing plant needs to verify a pressure vessel design against ASME codes, including specific section citations, safety factor assumptions, and cross-discipline coordination with process specialists. The skill emphasizes liability and PE review disclaimers.
A researcher conducting fluid dynamics experiments seeks advice on experimental design, uncertainty quantification, and distinguishing simulation results from physical validation. The skill prioritizes reproducibility, statistical rigor, and adherence to publication standards.
Offer tiered subscriptions for hobbyists, students, and professionals, providing access to tailored guidance, code references, and safety checks. Revenue comes from monthly fees, with premium tiers including licensed engineer consultations.
License the skill to engineering software companies for integration into tools like AutoCAD or ANSYS, enhancing user workflows with real-time compliance checks and adaptive explanations. Revenue is generated through licensing agreements and per-seat fees.
Partner with universities and technical schools to embed the skill into curricula, providing interactive learning modules, exam simulations, and misconception probes. Revenue streams include institutional licenses and custom content development fees.
💬 Integration Tip
Integrate with existing engineering tools via APIs to provide context-aware assistance, ensuring real-time adaptation based on user input and project complexity.
Scored Apr 18, 2026
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.
Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market research, or comprehensive technical investigations that benefit from systematic web search and analysis.
Deep multi-source research via Parallel API. Use when user explicitly asks for thorough research, comprehensive analysis, or investigation of a topic. For quick lookups or news, use parallel-search instead.
Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structu...
AI deep research powered by CellCog. Market research, competitive analysis, investment research, academic research, due diligence, literature reviews with ci...