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.
Done work tells stories; open work needs carrying. The package separates completed from pending and resumes from the first open task.
Across a session boundary, completed work and pending work must travel differently: the first as context, the second as the actual payload. The package draws that line structurally — CURRENT STATE holds what is finished, PENDING TASKS holds what is not, and the recommended next step is derived from the first open task when you don't override it. This setup loads a launch-checklist session where the split is the whole story: two items shipped, five hanging, and the scariest one named as the resume point.
Let detection split the list
"Done" language lands in state; "still need to" lands in pending — the line draws itself.
Audit the pending list
Five detected tasks reviewed in ten seconds beats five remembered tasks reviewed never.
Resume at item one
The derived next step points at the first open task — momentum survives the boundary.
The RECOMMENDED NEXT STEP is derived from the first open item in PENDING TASKS unless you override it, so here it resumes at finishing the billing webhook retries. Context Handoff Builder assembles this package; you paste it as the first message of a new chat, and the closing NOTE reminds you to review the items before sending.
It splits structurally: CURRENT STATE holds what is finished as context, while PENDING TASKS holds what still needs doing as the payload. The HANDOFF INSTRUCTIONS also tell the new chat to accept everything above as established context and not re-derive it, so a completed item travels as done rather than as fresh work.
Review it first. The NOTE states items were extracted VERBATIM from the previous session, deduplicated but not paraphrased, and asks you to adjust before sending. This carries tasks between sessions rather than managing them, so the OPEN QUESTIONS and PENDING TASKS sections are a starting draft you confirm, not a validated task list.
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.
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.
A long AI chat ends with a dozen suggestions — some you accepted, some you rejected, some already done — and "list the to-dos" turns all of them into pending tasks. Here's how to extract action items sorted by state, tied to evidence, with finished work kept out of the queue.