Have your agent search your past coding sessions on every prompt
Skillsync searches your past agent sessions on each prompt so lessons from earlier work come back automatically.
Source
cat-whisperer on Hacker News · 2026-10-20 · Project link
Written in our own words. Credit to the original author. Link checked 2026-10-24.
What they did
Skillsync searches your past agent sessions on each prompt so lessons from earlier work come back automatically.
Result (as claimed)
Old fixes and decisions resurface without you digging for them.
Tools they used
Cost: Pricing depends on the tools you pick; check each official pricing page.
Set it up
Pick a contained repo or task
Start on a branch or side project where mistakes are cheap.
Install and configure
Set up Skillsync, Claude Code, Codex, Cursor. Read what it can run on your machine and limit permissions where possible.
Run it on a real task
Give it a well-scoped issue and let it work. Review the diff like any pull request.
Add guardrails
Keep tests and CI in the loop, and never let an agent push to main or touch production secrets unattended.
Copy the full setup prompt
Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.
You are helping me set up this AI use case end to end in Claude Code. Goal: Have your agent search your past coding sessions on every prompt What the original author did: Skillsync searches your past agent sessions on each prompt so lessons from earlier work come back automatically. Reported result (as claimed by the author): Old fixes and decisions resurface without you digging for them. Source: https://news.ycombinator.com/item?id=50169411 Tools they used: Skillsync, Claude Code, Codex, Cursor Category: Dev & ops Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
You are helping me set up this AI use case end to end in Codex. Goal: Have your agent search your past coding sessions on every prompt What the original author did: Skillsync searches your past agent sessions on each prompt so lessons from earlier work come back automatically. Reported result (as claimed by the author): Old fixes and decisions resurface without you digging for them. Source: https://news.ycombinator.com/item?id=50169411 Tools they used: Skillsync, Claude Code, Codex, Cursor Category: Dev & ops Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
You are helping me set up this AI use case end to end in Grok Bot. Goal: Have your agent search your past coding sessions on every prompt What the original author did: Skillsync searches your past agent sessions on each prompt so lessons from earlier work come back automatically. Reported result (as claimed by the author): Old fixes and decisions resurface without you digging for them. Source: https://news.ycombinator.com/item?id=50169411 Tools they used: Skillsync, Claude Code, Codex, Cursor Category: Dev & ops Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
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Guides for this use case
How to vibe code classroom apps and quizzes as a teacher · How to save, share and resume coding agent sessions · How to use Claude Code and Codex together · How to learn anything with an AI tutor
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