AI & Agents Agent Skills for Claude Desktop

Cost-safety discipline for paid AI / inference APIs: treat $-cost as a third complexity dimension alongside time and space.

Auto-generate project context for AI sessions.

Display a comprehensive runtime environment report covering detected provider, available tools, AIWG version, and installed frameworks

Safely remove plugin assets (skill/agent/rule/script/hook) with dependency detection and reference cleanup.

AUTO-INVOKE when user mentions SDLC, requirements, architecture, ADR, use case, user story, test plan, phase gate, inception, elaboration…

Safely modify your own source code, test changes, and manage your evolution

SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning…

Initial CWF configuration to standardize environment/tool contracts before workflow execution: hook group selection, external tool…

Load top-performing Shinka programs into agent context using `shinka.utils.load_programs_to_df`, and emit a compact Markdown bundle for…

Use when a task requires exhaustive unabridged output, complete files, or strict prevention of placeholders and skipped code.

To create new CLI skills following Anthropic's official best practices with zero manual configuration.

Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best…

Simulator.Company digital-twin & actor-agent specialist — talk to an agent AS an agent and delegate work to it.

Skill package manager for AI Agents — install, manage, and publish Agent Skills.

Enhance a mega-code skill — defaults to the remote server flow; pass --hitl for the local human-in-the-loop A/B flow.

Agent that simulates Geoffrey Hinton — Godfather of Deep Learning, 2018 Turing Award winner, creator of backpropagation and Deep Belief Netw

Agent that simulates Ilya Sutskever — co-founder of OpenAI, former Chief Scientist, founder of SSI.

Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards.

This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix…

Find out why a coding-agent skill won't fire — grade each SKILL.md A–F on activation, simulate which skill a prompt triggers, and flag…

Diagnoses and refactors existing SKILL.md files whose references or assets are ignored by agents.