polymath-author
claudeAuthor craft: scaffold new plugins/skills/connectors, validate against gates, measure listing budget, review skill quality.
5 skills · 6 commands
0
claude
polymath-ai
AI craft: prompt engineering, RAG, eval design, agent design, LLM guardrails, cost/latency tuning.
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Plugin polymath-ai from marketplace polymath in MohammadBafkar/polymath. Commands read from the repo's manifest — 12 days ago.
What it installs
Skills (6)
agent-designDesign an LLM agent — architecture (ReAct, plan-execute, reflexion), tool/function-calling contract, memory, multi-agent orchestration, and the stop/budget conditions.
eval-planDesign an evaluation for an LLM feature — task type, dataset shape, automated vs human rubric, regression set, decision threshold.
llm-cost-latencyCut LLM cost and latency — model routing/cascade, prompt caching, batching, streaming, context trimming, output-token control, and a per-request cost/latency budget.
llm-guardrailsDesign guardrails for an LLM feature — input validation, prompt-injection defenses, output filtering/schema validation, allow-deny policy, and human-in-the-loop gates.
prompt-engineerAuthor or improve an LLM prompt — clarify task, constrain output shape, place worked examples, bound calibration; vendor-agnostic.
rag-designDesign a retrieval-augmented generation pipeline — chunking, embeddings, retriever, reranker, prompt assembly — with the right cuts for the use case.
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