Skill.md files: teach Claude once, not every chat.

• SKILL.md

---
name: llm-application-dev-langchain-agent
description: You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
---

• SKILL.md

---
name: llm-application-dev-prompt-optimize
description: You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
---

• SKILL.md

---
name: llm-cost-optimization
description: Reduce LLM API and infrastructure costs through model selection, prompt caching, batching, caching, quantization, and self-hosting strategies.
---

• SKILL.md

---
name: llm-council
description: Run Fireworks-hosted open-weight model councils that compare responses and synthesize a final answer.
---

• SKILL.md

---
name: llm-evaluation
description: Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
---

• SKILL.md

---
name: llm-fine-tuning
description: Set up infrastructure for fine-tuning LLMs with QLoRA, LoRA, and full fine-tuning using Hugging Face TRL, Axolotl, and distributed training with DeepSpeed or FSDP.
---

• SKILL.md

---
name: llm-gateway
description: Deploy an API gateway for LLM traffic with load balancing, rate limiting, key management, semantic caching, fallback routing, and cost tracking.
---

• SKILL.md

---
name: llm-inference-scaling
description: Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling.
---

• SKILL.md

---
name: llm-ops
description: LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.
---

• SKILL.md

---
name: llm-prompt-optimizer
description: Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
---

• SKILL.md

---
name: llm-structured-output
description: Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs.
---

• SKILL.md

---
name: llmops-platform-engineering
description: Build production LLMOps platforms with CI/CD, model promotion workflows, evaluation gates, rollback, and governance across cloud and self-hosted inference.
---

• SKILL.md

---
name: load-balancing
description: Configure load balancers and traffic distribution. Implement health checks and SSL termination. Use when distributing traffic across servers.
---

• SKILL.md

---
name: local-legal-seo-audit
description: Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
---

• SKILL.md

---
name: logic-diff
description: Compare two code versions for semantic equivalence via semi-formal tracing of both versions side-by-side.
---

• SKILL.md

---
name: logic-explain
description: Explain what a specific piece of code actually does for a given input by producing a step-by-step execution trace (interprocedural, with name resolution and type transitions).
---

• SKILL.md

---
name: logic-fix-all
description: Autonomous repository-wide audit-and-fix pipeline: health → review → locate/explain → fix → diff-verify → iterate until clean. Starts with a mandatory consent prompt (token-intensive); after consent runs hands-free.
---

• SKILL.md

---
name: logic-lens
description: AI-powered Claude Code skill that performs deep code review using formal logic and reasoning frameworks to detect bugs, anti-patterns, and security risks beyond what linters catch.
---

• SKILL.md

---
name: logic-locate
description: Locate the root cause of a CONFIRMED failure via backward-then-forward semi-formal tracing.
---

• SKILL.md

---
name: logic-review
description: Find logic bugs in a single file or function via semi-formal execution tracing (Premises → Trace → Divergence → Trigger → Remedy).
---

• SKILL.md

---
name: logistics-exception-management
description: Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.
---

• SKILL.md

---
name: loki-logging
description: Configure Grafana Loki for log aggregation and analysis.
---

• SKILL.md

---
name: loki-mode
description: Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)
---

• SKILL.md

---
name: longbridge-content
description: Latest news articles, regulatory filings, community discussion topics for listed stocks, and SEC EDGAR filing analysis (10-K/10-Q/8-K/proxy/Form 4) via Longbridge.
---