How to Measure Agent Skill Success: Metrics That Matter
The metrics that prove a Claude Agent Skill works: trigger recall, false-trigger rate, outcome quality, variance, and cost — via skill-creator evals.
7 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 552 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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End-to-End: Shipping a Refined Claude Skill in a Week
A day-by-day walkthrough of building, testing, and refining a Claude Agent Skill with skill-creator — from a messy support problem to a shipped outcome.
7 min read
Adding Knowledge to LLMs: Methods for Adapting Large Language Models
Adding Knowledge to LLMs: Methods for Adapting Large Language Models
2 min read
Risk Management for Agent Skills: Containing Blast Radius
Failure modes, blast radius, and containment for Claude Agent Skills: false triggers vs misfires, fail-safe scoping, and skill-creator evals to catch them.
6 min read
Hiring for Agent Skills: New Roles for Claude Teams
What people must learn for Claude Agent Skills: the skill-author, eval-designer, and transcript-analyst roles, plus a starter eval and a build plan.
7 min read
Scaling Agent Skills Across an Organization Cleanly
Scale Claude Agent Skills from one team to many without chaos: namespacing, versioning, a registry, and federated ownership for a large, navigable library.
6 min read
When to Use Agent Skills (and When Not To)
An honest decision guide for Claude Agent Skills: when they beat a prompt, MCP server, script, or fine-tuning — and when a skill is the wrong tool.
7 min read
Governance for Agent Skills: Guardrails Before Scale
The guardrails leadership needs before scaling Claude Agent Skills: review, least-privilege permissions, provenance, human gates, and adversarial testing.
6 min read
Driving Team Adoption of Agent Skills in Claude
Turn Claude Agent Skills into a team habit: discoverability, ownership norms, change management, and a six-step rollout that actually sticks.
7 min read