# Best First Claude Skill for a Beginner

#query

## Question

What would be the best Claude skill to give to a Claude beginner user?

## Answer

The corpus converges on a two-part answer:

1. **The single best skill is a skill-*making* skill** — the built-in **skill-creator** (or Allie Miller's "just complain" pattern, where rambling frustration is turned into proposed skills). It is the only skill that compounds: instead of one capability, the beginner gets the habit of converting every repeated annoyance into a reusable folder-of-markdown. Konstantin's engineering version is the same idea as an automatic heuristic: *if a task took >5 tool calls, create a skill from it*. For someone who doesn't yet know what skills they need, the meta-skill bootstraps all the rest.

2. **The best first *content* skill is a tone-of-voice / anti-AI-language skill.** Allie's starter set for non-engineers is tone-of-voice + brand-guidelines + anti-AI-language. It wins as a first skill because the payoff is immediate and visible (every output stops sounding like AI), it requires no technical setup — just examples of the user's own writing — and it demonstrates composition (a LinkedIn-voice skill *calling* the anti-AI-language skill), which teaches how skills work.

**One important caveat from the same source:** Allie's ordering puts skills *second*. The first hour of a beginner's investment should go to the three foundation context documents (Personal Constitution, Goals, Core Business Strategy), created by letting Claude interview you — that alone moves outputs from generic to ~50% "your zone." A tone skill layered on top of those docs is far more effective than either alone. See [[personal-ai-operating-system]].

**Why skills at all (vs. tools/MCP) for a beginner:** skills are authored in plain text in any language, need no developer, load only when relevant (no context blowout), and port across Claude / Perplexity / Gemini — "just folders with markdown." See [[evolution-of-agent-tooling]].

## Evidence Trail

- Starter skill set (tone-of-voice, brand-guidelines, anti-AI-language), built-in skill-creator, "just complain," composition example, foundation-docs-first ordering — [[2026-07-14-gap-between-ai-users-irreversible]]
- ">5 tool calls → create a skill" auto-creation heuristic; skills as agent memory; two-stage loading — [[2026-07-14-skills-based-on-git]], [[skills-as-memory]]
- Skills vs tools vs MCP trade-offs (no developer needed, no context blowout, portable) — [[evolution-of-agent-tooling]]

## Follow-up Questions

- What does a good tone-of-voice `SKILL.md` actually contain — how many writing samples are enough?
- Reusable templates for the three foundation docs (already an open question on [[personal-ai-operating-system]]).

## Changed Existing Pages

- [[skills-as-memory]] — its "Next Questions" item on a starter skill set for non-engineers is now answered here; link added.
- `index.md`, `log.md` updated.
