Claude Skills by tonone-ai

Design a Terraform drift detection and remediation workflow.

Design a Terraform module structure — inputs, outputs, resource organization, and versioning.

Audit existing Terraform code — find state issues, security gaps, and module quality problems.

Design token budgets — system/user/assistant allocation, overflow handling, context compression.

Design chunking strategies — semantic splitting, overlap tuning, retrieval-aware chunk sizing.

Audit token usage patterns — avg context size, waste, truncation frequency, budget adherence.

Audit existing token usage in a codebase — find literal values, missing tokens, and pipeline gaps.

Build or fix a theming system — dark mode, multi-brand, or white-label token swap.

Design or refactor a design token architecture — naming, tiers, and coverage.

Debug AI system behavior using traces — prompt reconstruction, output comparison, failure attribution.

Instrument LLM calls with tracing — span structure, token counts, latency, model metadata.

Audit LLM observability coverage — trace gaps, logging completeness, cost attribution accuracy.

Design a fine-tuning pipeline — PEFT config, dataset format, training loop, and evaluation.

Systematically optimize prompts for a task — few-shot, chain-of-thought, structured output.

Audit existing fine-tuning or prompt engineering work — find quality gaps and optimization opportunities.

Design an embedding pipeline — model selection, chunking, and indexing strategy.

Audit existing vector search or RAG implementation — find quality gaps and performance issues.

Design a vector search or RAG system — retrieval strategy, reranking, and database selection.

Document a prototype or user flow — screens, states, transitions, and annotations.

Audit existing design documentation — find gaps in specs, missing states, and handoff debt.

Write a developer handoff spec for a component or feature — states, tokens, edge cases.

Audit an existing environment against zero trust principles — find implicit trust and over-privileged access.

Design a zero trust architecture — phased roadmap, identity pillar, and network segmentation.

Survey existing network and identity controls for zero trust readiness.

SKILL_DESCRIPTION