🧠 AI Memory Optimizer
Drastically reduce RAG costs and latency while improving retrieval accuracy through advanced memory architecture.
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49 skills found
Drastically reduce RAG costs and latency while improving retrieval accuracy through advanced memory architecture.
An advanced FinOps engine to analyze AI usage, optimize token spend, and reduce LLM costs by up to 60%.
Cost-aware execution planning for AI agents — estimate cost-vs-value before expensive steps, propose cheaper paths (cache, summarize once, downshift models), and track spend against a session budget with a PROCEED / OPTIMIZE / DEFER verdict.
by Ikerg
Audit Snowflake config and SQL against 2026 pricing to find waste and generate instant-fix ALTER statements.
by Nex AI
Production-ready Claude API integration with dual-model routing, token tracking, and resilient retry logic.
Find the model-version coupling that breaks when you swap LLMs. Flags hardcoded model names and versions, deprecated or renamed parameters (the max_tokens to max_completion_tokens class of change), hardcoded token and context-window limits, response-format parsing tied to one model's output, tool-schema format coupling between providers, and hardcoded per-token cost constants. The patterns load from an editable model-rules table you update as new models ship.
Find the code that quietly runs up your LLM bill: uncapped generations, model calls looping with no limit, an expensive model doing a trivial job, and whole files stuffed into prompts. Read-only, every finding explained in plain English.
Model what your LLM app or agent will cost, find where the money goes, and get a plan to cut it. Per-request and monthly projections, ranked cost drivers, an optimization plan with estimated savings, and unit economics against your pricing — with the arithmetic shown.
Generate secure, SHA-pinned, and cost-optimized GitHub Actions workflows with OIDC and least-privilege defaults.
by Echo Rose
'Multi-cloud cost analysis and optimization engine for AWS, Azure, and GCP. Scans infrastructure, identifies waste, gene
by Echo Rose
"Cloud Migration Cost Estimator - A premium AI agent skill"
by Echo Rose
"Cloud Cost Anomaly Detector - A premium AI agent skill"
by appugouda ai
Turn AWS billing mysteries into 10-minute root cause reports by correlating cost spikes with engineering events.
by Ikerg
Detect and fix the 9 most expensive PySpark anti-patterns to slash your Spark compute costs.
by Kaymue
Build production multi-agent systems. 12 patterns, 8 anti-patterns, debugging workflow, cost control. LangGraph + AutoGen + CrewAI.
by Kaymue
Audit AI/LLM spend across OpenAI, Anthropic, AWS Bedrock, Azure. Find waste, project runway, FinOps report. Free scripts.
by Kaymue
Pre-apply Terraform gate. 50+ checks: security (S3/IAM), cost (oversized/untagged), CIS compliance, best practices.
by Kaymue
Cut observability cost 60-80%. Migrate Datadog/New Relic to Prometheus + Grafana + Loki. Cost calc, dashboard converter, runbook.
by Echo Rose
Tracks AI agent API costs across models with budget alerts and spend projections.
A fast, free 3-point accessibility screen (text contrast, image alt text, form labels) to spot the most common ADA/WCAG problems before they cost you.
by Joker
Video type matrix, platform specs, AI prompt recipes (Seedance/Sora/Kling), zero-cost SOP, quality gates.
by Joker
Film type routing (sci-fi/suspense/historical/urban), low-cost SOP ($200-500), tool chain, consistency.
by Joker
Cloud platform routing, architecture pattern decisions, compute/storage/network selection, cost optimization.
by Joker
Budget type routing, cost estimation (top-down/bottom-up/parametric), fee templates, contract terms.