← ClaudeAtlas

context-hygienelisted

Keep AI sessions short, rules in files, and context fresh. Use when sessions grow long, quality drifts, rules seem forgotten, or the founder asks why the AI "got dumber".
lightarktech/founder-coding-skills · ★ 0 · AI & Automation · score 72
Install: claude install-skill lightarktech/founder-coding-skills
The most invisible failure mode for a non-technical founder: nothing crashed, but the AI slowly got worse. The cause is almost always context — a session dragging weeks of history, or rules that lived only in a chat that ended. ## Rules - **Rules live in files, never in chat.** Anything meant to survive tomorrow ("from now on, always X") goes into a rules file (`CLAUDE.md`, a skill, a memory file) the moment it's decided. A rule that lives only in conversation dies with the conversation. - **One ticket, one fresh session** for building work (see `vertical-tickets`). Long-lived "everything" chats accumulate noise the AI re-reads on every turn — you pay more *and* get dumber answers (context rot). Our own logs: agents past ~250 turns were re-reading 100k+ tokens of history per turn, at premium prices, with visibly degrading judgment. - **The founder's own thread is exempt.** A founder's long strategy conversation is continuity, not waste — never nag them to close it. The cost lives on the AI's side: dispatch chores out, and suggest a single mid-thread compaction at a natural milestone if the session grows heavy — once, then drop it. Fresh-session discipline governs build work, not the founder's memory of their company. - **Long chat you can't leave? Compact it.** Summarize-and-continue (e.g. `/compact`) rebuilds the context and reloads the current rules. Even better when picking up old work: close and *resume* the session — full history kept, rules loaded fresh. - **New rules