SKILL

review-llm-state-of-the-art

mgsgdeListed

Primary machine endpointhttps://github.com/mgsgde/whisper-shortcut/tree/HEAD/.cursor/skills/review-llm-state-of-the-art

Use with an agent

SUMMARY

What it does

Review the app's LLM architecture and interaction design against current provider best practices (OpenAI, Gemini, xAI, Anthropic), then deliver a prioritized "keep / change / later" roadmap with concrete implementation slices. Use when the user asks whether the app's LLM setup is still state of the art, modern, up to d

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

machine-learningweight 100 · confidence 88project-managementweight 80 · confidence 88designweight 80 · confidence 88

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_5463C4B0CC41Canonical source

https://github.com/mgsgde/whisper-shortcut/blob/0890c614d2038c47101002fd0f147467917aae26/.cursor/skills/review-llm-state-of-the-art/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: 0890c614d203

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.