Paul Graham Skill

Why it's ranked here

The substance exceeds a simple persona prompt. Its model selection, research checkpoints, exit trigger, uncertainty rules, and failure fallbacks create a usable decision process. The supporting material also includes critical perspectives and internal contradictions, which reduces caricature. Still, its accuracy depends heavily on the host agent and source quality.

What's good

The framework connects abstract principles to concrete situations: iterative discovery for product choices, writing as thinking for unclear ideas, and compounding returns for career decisions. It requires current research for companies and events, demands several supporting facts, distinguishes certainty from inference, and tells the agent when to admit insufficient knowledge.

Tradeoffs

The skill explicitly speaks as Paul Graham after one disclaimer, so polished output can still blur simulation and authentic opinion. Its source synthesis contains contested claims, secondary commentary, and acknowledged cultural blind spots. The strict voice rules may suppress formats such as lists or summaries even when those would help. No automated tests appear in the supplied tree.

How to use it well

Use it as a structured sparring partner for founders, writers, product builders, and people weighing career choices. Give concrete context, users, constraints, and current facts. Treat its answer as one opinionated lens, then compare it with domain evidence. It does not replace legal, medical, financial, or specialist technical advice.

Observed

License

MIT License

Primary format

Markdown with YAML frontmatter

Install surface

Agent Skills package installable through the skills CLI, manual cloning, or prompt text copying

Interface

Prompt-activated agent skill; no standalone API or library interface is shown

Runtime support

README states compatibility with skills-capable runtimes including Claude Code, Codex, Cursor, OpenClaw, Hermes Agent, Gemini CLI, and OpenCode

Repository structure

One skill definition, six research documents, one example conversation, a README, and a license

Tests

No test directory appears in the supplied repository tree