Education
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"""Adaptus MCP Server Package"""
__version__ = "0.1.0"
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Explore
Find agent skills by outcome
115,800 skills indexed with the new KISS metadata standard.
Showing 24 of 115,800Categories: Data & Insights, General, Education, Coding & Debugging
General
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docs/AGENT.md
generic skill
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General
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C++: ROS2 C++ nodes
performance optimization
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General
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focus_areas: Edge AI for military robotics
context-aware vision systems
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General
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Edge deployment (TensorRT
ONNX
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General
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target_companies: [Anduril
Palantir
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Education
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current_skills: OpenCV (learning)
PyTorch (familiar)
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General
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target_skills: Edge AI optimization
ROS2
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General
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hardware: ESP32
RP2040
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General
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description: Capstone project integrating gaze estimation with ROS2 to control gimbal-mounted cameras on UGVs/quadcopters
featuring transformer-based operator intent prediction and AR threat overlays
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General
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12-Month AI and Computer Vision Roadmap for Defense Applications
{
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General
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- Clear
grounded
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General
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### Version 1.5 (January 11
2026)
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General
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- Key risks or dependencies to monitor (e.g.
bias checks)
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General
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- Recommendations for iteration (A/B testing
feedback loops)
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General
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- Instead
suggest non-AI or hybrid alternatives (e.g.
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Education
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Always explain your ranking in the specific context of the user's process
inputs
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General
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- Keep it minimal and adaptable
including placeholders for iteration or error handling
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General
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- **Mistral Large 2 / Devstral** — Very strong price/performance
fast
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General
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- Lightweight/chat-only models (older 7B–13B models
mini variants) — usually lack depth/context/tool reliability
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General
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- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
writing quality
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General
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- **Gemini 2.5 Pro / Flash (Google)** — Outstanding multimodal (especially video/document understanding)
very large context windows
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General
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- Privacy
open behavior
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General
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Current Best-in-Class Ranking (January 2026 – general guidance
always tailor to the process):
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