AI Project Handoff Workflow
Carry a project into a new chat, model, or teammate without the context evaporating — capture the state, distill what's worth keeping, and rebuild it as durable context on the other side.
The problem
Context is the expensive part of working with AI, and it's the first thing you lose. A chat hits its limit, you switch models, you hand the project to a colleague — and the decisions, constraints, and half-finished reasoning vanish, living only in a thread nobody can fully reread. Starting over is the tax everyone pays and nobody budgets for. A deliberate handoff captures what the work is, what's been decided, and what comes next, in a form the next session can absorb in one read.
Recommended workflow
Each step uses an existing NewPrompt tool, pre-filled by a matching resource. Open the resource to read it, or jump straight into the tool with the inputs ready.
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Capture the current state
Pull the live state out of the conversation — what's done, what's decided, what's still open — into a structured handoff instead of a wall of chat history.
Goal A handoff package the next session can read in one pass.
Open this step in Context Handoff Builder -
Distill what's worth carrying
Long threads bury the few instructions that actually matter. Extract the working prompt, the conventions, and the preferences the next session should keep, and drop the rest.
Goal The reusable essentials, separated from the chatter.
Open this step in Conversation-to-Prompt Builder -
Re-establish it as durable context
Turn the handoff into standing project context the new session reads first — so the model starts informed instead of asking you to re-explain the project.
Goal Persistent context the next session opens with, not a cold start.
Open this step in Project Context Builder
Expected outcome
The new session — a fresh chat, a different model, or a teammate — opens already knowing the project's state, decisions, and conventions. The work continues instead of restarting.
Best for
- Continuing after a chat hits its length limit
- Switching models mid-project
- Handing a project to a teammate
Not for
- A quick question that needs no prior context
- Getting up to speed on someone else's codebase — use the AI Codebase Onboarding Workflow
FAQ
How is this different from the AI Codebase Onboarding Workflow?
Onboarding is about you learning an unfamiliar codebase from scratch. Handoff is about preserving context you already have so it survives a jump to a new session, model, or person. One builds understanding; the other transfers it.
Isn't this just the Context Handoff Builder?
That tool produces the handoff package — one step here. The workflow adds distilling the reusable essentials and turning them into standing context, so the next session starts warm and stays warm, not just for one message.
Do I need all three steps?
For a same-project new chat, step 1 may be enough. Steps 2 and 3 matter when the handoff has to persist — across many future sessions, or to someone else.