Idempotent Redundancy
SkillAI & modelsLets your agent apply idempotent redundancy patterns so repeated operations stay safe and consistent.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Idempotent Redundancy skill
About this capability
Idempotent Redundancy
What this skill tells your AI
The instructions your AI receives, as published by parcadei/continuous-claude-v3 in .claude/skills/idempotent-redundancy/SKILL.md and read by ahel’s review.
When adding redundant paths (fallbacks, belt-and-suspenders), make them idempotent.
Pattern
Redundancy without idempotency causes loops, churn, or data corruption.
DO
- Use
_is_merge: truefor Braintrust updates - Check if value exists before writing (fallback only if missing)
- Use atomic write/rename for file operations
- Make reconciliation steps safe to run repeatedly
DON'T
- Write unconditionally in fallback paths
- Allow multiple writers to overwrite each other
- Fire "repair" actions that can trigger more repairs
Source Sessions
- a541f08a: "Redundancy is good only if idempotent"
- 1c21e6c8: "Belt-and-suspenders, but make it idempotent"
- 6a9f2d7a: "Idempotent repair hooks"
Signals
- GitHub stars
- 4k
- Forks
- 300
- Last commit
- Jan 2026
Others that do the same job
Advanced
- Catalog kind
- skill
- Gateway key
idempotent-redundancy- Source
- github.com/parcadei/continuous-claude-v3