What It Does
Thinking Margin Of Safety packages a focused coding & development workflow for an AI agent. When provisioning, setting a limit, or committing an estimate under uncertainty, size a buffer to residual error and the cost of breach—not to the optimistic edge. It is best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.
Popular Use Cases
- Review and improve a code change
- Automate a repeatable development task
- Investigate failures and prepare a fix
- Work with repositories and developer tooling
Install this Agent Skill
Claude Code
npx skills add https://github.com/tjboudreaux/cc-thinking-skills --skill thinking-margin-of-safetyCommands derived from the public GitHub SKILL.md record. Checked 2026-10-18. Review the source before running them.
Requirements
| Claude Code | Required / review |
| Codex | Required / review |
| Public SKILL.md source | Required / review |
| Review instructions and requested permissions before installation | Required / review |
| Paid service | Check source |
| Supported system | Check source |
Why It’s Popular
Thinking Margin Of Safety is a verified Agent Skill from tjboudreaux with a public SKILL.md, compatible with Claude Code, Codex.
