twiceshy
IntegrationDocs & knowledgeYour AI stops repeating past coding mistakes and avoids approaches that already failed. twiceshy is an experience memory for AI that works on code: it stores validated traps, fixes, and dead-ends, and brings up the relevant one right when a decision is being made.
Serves today. ahel can serve it to every connected agent through your gateway link.
Add twiceshy, then let your AI work on your code as usual. It will draw on its stored traps, fixes, and dead-ends whenever it reaches a decision point.
What your AI can do with it
- Remember fixes that worked for problems it hit before
- Avoid traps that have already been confirmed
- Skip dead-end approaches before trying them
- Surface the right lesson at the moment a decision is made
- Apply validated experience instead of repeating past mistakes
Signals
- Last commit
- Jul 2026
Advanced
- Delivery
- twiceshy MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
app-twiceshy-twiceshy- Source
- github.com/dotts-h/twiceshy
- Hosted endpoint
https://api.twiceshy.app