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msd-core/.changeset/vivid-cranes-click.md
Tom Boucher bd570618d4 feat(#2632): executor actuals and the closed estimate-calibration loop (#2672)
* feat(#2632): record executor actuals and close the estimate calibration loop

* fix(#2632): calibrate against the raw projection so the loop converges

* test(#2632): add closed-loop convergence guard and codify the feedback-loop rule

* fix(#2632): pair calibration samples per plan; atomic write; amend adr

* chore(#2632): backfill changeset pr to 2672

* fix(#2632): retry renameSync on transient windows errnos and clean up the temp
2026-07-26 16:28:56 -04:00

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---
type: Added
pr: 2672
---
**Estimates now calibrate against reality** — the executor records what a phase actually cost into SUMMARY.md, and `/gsd:extract-learnings` computes the estimate-vs-actual correction so future plan estimates improve for your project. (#2632)