AI Session Handoff — Shift Change for Working Sessions
End a working session like a shift change, not an abandonment: state captured, decisions logged, next step named — ready for the next session to pick up.
When the window fills, don't retype the project from memory. A handoff package carries the decisions, constraints, and pending work into the new session as its first message.
Every long project hits the moment the chat must move: the window fills, and everything the conversation established is about to be left behind. The handoff package is the structural fix — objective, current state, key decisions, constraints, open questions, pending tasks, and a recommended next step, extracted verbatim from the session and topped with continuation rules that tell the new chat to accept the context, preserve the decisions, and continue rather than restart. This setup loads a mid-sprint project session with the full nine-section package.
Paste the session, not the memory
The detector extracts state from what was actually said — verbatim, deduplicated, never paraphrased.
Review the package
Detected items are honest but mechanical — thirty seconds of review before sending is part of the workflow.
Open the new chat with it
The package is the FIRST message; its rules make the session a continuation, not a fresh start.
It signals a full, uncompressed carry rather than a trimmed one: every populated section (objective, state, decisions, constraints, open questions, pending tasks, risks, next step) comes across with duplicate lines merged but nothing summarized away. So 'Yes, we agreed on the dispatcher approach' stays as-is instead of being condensed, which is why the NOTE tells you to review before sending.
That resume line is what the next chat acts on first, so the builder copies one pending task word-for-word ('the digest scheduler and the per-user preference screen. We still need to design the unsubscribe flow.') instead of paraphrasing. A single unambiguous restart point beats handing the new session the whole task list and letting it guess where to pick up.
Tighten them, yes. The NOTE flags that lines like 'Yes, we agreed on the dispatcher approach last session' are pulled verbatim and deduplicated, never paraphrased, so conversational fragments survive intact. Spend the thirty-second review turning them into clean statements and confirm each decision still reads true before this becomes the first message of the next chat.
Paste the whole package, HANDOFF INSTRUCTIONS included: its five rules tell the new session to accept everything above as established, preserve the key decisions without silently reversing them, hold the assumptions fixed, keep tracking open questions, and resume from the recommended next step. Dropping that block is what lets an assistant fall back to re-deriving the project from scratch.
End a working session like a shift change, not an abandonment: state captured, decisions logged, next step named — ready for the next session to pick up.
Done work tells stories; open work needs carrying. The package separates completed from pending and resumes from the first open task.
Creative collaborations build invisible state: the voice you settled on, the structures you rejected. Carry it forward so the next session writes like the last one.
Token budget planning for real workloads: how much of the window a transcript actually consumes, what is left for the answer, and how much headroom remains.
The "message too long" error has a structural fix: split at paragraph boundaries into sequenced chunks with wait rules, instead of pasting fragments and hoping.
What a converged conversation contains: a rejected voice, an accepted framing, a hard constraint, a format decision, and a final-version moment — each mapped to its prompt section.
Continue work in a new chat without losing context — decisions, constraints, and tasks extracted into a state package.
Starting a fresh AI chat shouldn't mean re-explaining the whole project. Here's how to turn the important parts of one conversation into a clean handoff you paste into the next.