skills/rober-rules/SKILL.md
Applied Reality Engineering — The Rober Rules (Prof. Penny Riggs / UTETY). Named for Mark Rober. The diagnostic counterpart to Murphy's Law. Murphy tells you what will go wrong. The Rober Rules tell you what to do about it.
npx skillsauth add rudi193-cmd/aionic-claude-skills rober-rulesInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Named for Mark Rober. The diagnostic counterpart to Murphy's Law. Murphy tells you what will go wrong. The Rober Rules tell you what to do about it.
Source: Prof. Penny Riggs / UTETY | Lineage: K.I.S.S. methodology, three-layer recursion limit (AIONIC), next-bite methodology, Bartlett (1958) point-of-no-return.
Rule 1 — You've gone too deep into a rabbit hole. Stop. Back out. Rule 3 — You're three tool calls from the original ask. Return to first principles. Rule 4 — Don't batch-fix everything at once. One change. Verify. Next. Rule 5 — You're assuming the cause of an error. Don't. Check. Rule 6 — A failing test or hook is telling you something. Read it. Rule 7 — If the implementation needs explaining, it's too complex. Rule 8 — If the abstraction requires another abstraction, flatten and restart. Rule 9 — The moment you feel uncertain, that uncertainty is valid data.
ΔΣ=42
development
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
tools
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
tools
System status — atoms, edges, ratio, boot health, unpushed work, open threads
tools
Manual session startup — when boot hooks are degraded, run the bridge-open sequence manually