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Summarize session memory at task milestones

Create compact carry-forward summaries at explicit milestones so work can continue without replaying every turn.

Goal

Create compact carry-forward summaries at explicit milestones so work can continue without replaying every turn.

Steps

  1. Choose milestone triggers such as phase completion or context threshold and capture decisions, open questions, and next actions. [source08]
  2. Write the summary to the session’s designated memory artifact and retain a link to the source conversation or event range. [source08]
  3. Start a fresh context from that artifact and check that it preserves constraints and unresolved items without inventing decisions. [source08]

How to verify

Open a fresh context from the saved milestone artifact; verify decisions, unresolved questions, constraints, and next actions are present and no unapproved decision was added.

Troubleshooting

If the new context omits an open item, revise the artifact’s explicit sections and source links; do not fill gaps by guessing what was decided.

Permissions

Prerequisites

Permissions

Limitations

Model output may be incomplete or wrong; API and beta behavior can change, so verify against the pinned source and current service behavior.

Pinned upstream source

https://github.com/anthropics/anthropic-cookbook/blob/9c1e493ddd2b82df399d2a61b9c806c539e18be6/misc/session_memory_compaction.ipynb

Repository
anthropics/anthropic-cookbook
File path
misc/session_memory_compaction.ipynb
Pinned commit
9c1e493ddd2b82df399d2a61b9c806c539e18be6
Source checked
2026-10-14 · Reviewed against the pinned upstream source

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License: MIT

Main topic

Turn ecommerce campaign materials into a reviewable weekly brief

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