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backlog: git-native PR-review archive (Otto-57 — preservation + reviewer-tuning substrate)#215

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backlog/git-native-pr-review-archive-reviewer-tuning-substrate
Apr 23, 2026
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backlog: git-native PR-review archive (Otto-57 — preservation + reviewer-tuning substrate)#215
AceHack merged 1 commit intomainfrom
backlog/git-native-pr-review-archive-reviewer-tuning-substrate

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@AceHack AceHack commented Apr 23, 2026

Summary

Human maintainer Otto-57 two-message pair named PR reviews as dual-use substrate: (a) host-neutral historical preservation composing with the git-native-first-host positioning, and (b) high-signal labelled-supervised-training corpus for tuning reviewer agents over time.

What landed

docs/BACKLOG.md — new row under the P1 "Git-native hygiene cadences (Otto-54 directive cluster)" section. M effort.

Why now

The factory's Codex + Copilot + Otto + human-maintainer PR cycle produces structured reviewer signal (finding → fix → response → resolution + policy-pushback) that's rare in wild PR datasets. GitHub-only persistence means the substrate evaporates if we migrate hosts, and a future reviewer-tuning experiment would have nothing to train on.

Scope

  1. Research doc comparing three candidate shapes (markdown dump / git-notes / hybrid)
  2. Prototype tool tools/archive/archive-pr-reviews.sh
  3. First-run baseline: archive ~214+ merged Zeta PRs
  4. Dual-use schema (preservation AND training corpus)
  5. NOT in scope: Copilot/Codex tuning pipeline (separate L/XL arc)

Cross-refs

  • Otto-54 git-native-first-host positioning (the substrate this implements)
  • Codex-teamwork memory (reviewer pattern being preserved)
  • Otto-52 multi-agent peer-review row — with Otto-55 CLI-first + Otto-57 Docker-adds-reproducibility-across-environments clarifications

Test plan

🤖 Generated with Claude Code

…ation + reviewer-tuning corpus)

Human maintainer 2026-04-23 Otto-57 two-message pair:
  "do we keep some gitnative log of the PR reviews? that way a future
   model can be trained on all that too and we have it for history
   without the host? backlog?"
  "you and the copilot are producing very high signal data there and
   it will also let you have the data you need to tune copilot over time"

Names PR reviews as substrate with DUAL value:
  (a) host-neutral historical preservation (composes with git-native-
      first-host positioning from Otto-54)
  (b) high-signal labelled-supervised-training corpus for tuning
      reviewer agents (finding → fix → response → resolution +
      policy-pushback = rare structured data)

BACKLOG row filed under the P1 "Git-native hygiene cadences" section
(Otto-54 cluster). M effort.

Scope:
  1. Research doc `docs/research/pr-review-archive-design-YYYY-MM-DD.md`
     comparing three candidate shapes (markdown dump / git-notes /
     hybrid); hybrid is likely the right answer.
  2. Prototype tool `tools/archive/archive-pr-reviews.sh`.
  3. First-run baseline: archive ~214+ merged Zeta PRs into
     `docs/history/pr-reviews/` as single import commit.
  4. Dual-use schema: preserves enough structure (finding-text +
     author + timestamp + fix-commit-SHA + resolution-body + policy-
     pushback-reason) to serve BOTH preservation AND training corpus.
  5. NOT in scope: actual Copilot / Codex fine-tuning pipeline (L/XL
     separate arc).

Cross-refs Otto-52 multi-agent peer-review BACKLOG row with the
CLI-first per Otto-55 + Docker-adds-reproducibility-across-
environments per Otto-57 clarifications (no initial-prototype Docker
requirement).

Owner: Dejan drives archive tool; Mateo reviews adversarial-corpus
risk; Kenji synthesizes dual-use deliverable.

Memory filed: project_git_native_pr_review_archive_high_signal_
training_data_for_reviewer_tuning_2026_04_23.md

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings April 23, 2026 23:21
@AceHack AceHack enabled auto-merge (squash) April 23, 2026 23:22
@AceHack AceHack merged commit 99fa996 into main Apr 23, 2026
12 checks passed
@AceHack AceHack deleted the backlog/git-native-pr-review-archive-reviewer-tuning-substrate branch April 23, 2026 23:23
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💡 Codex Review

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Reviewed commit: 3ce969bd7c

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Comment thread docs/BACKLOG.md
Comment on lines +6865 to +6869
**Composes with:** (a) `memory/project_factory_is_git_
native_github_first_host_hygiene_cadences_for_
frictionless_operation_2026_04_23.md` — the positioning
this row implements; (b) `memory/feedback_codex_as_
substantive_reviewer_teamwork_pattern_address_findings_
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P2 Badge Replace unresolved memory-file cross references

This backlog entry anchors its rationale to two specific memory/... files, but those references are not resolvable in the current repo state (repo-wide filename search with rg --files for the cited stems returns no matches). Because this item is meant to preserve historical review substrate, dangling references remove the audit trail future agents/humans need to verify context and decisions; point to existing artifacts (or add durable files) so the cross-references are actionable.

Useful? React with 👍 / 👎.

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Pull request overview

Adds a new P1 BACKLOG item to define a git-native archive of PR review threads, intended both for host-neutral historical preservation and as a future reviewer-tuning dataset substrate.

Changes:

  • Adds a new BACKLOG row proposing a PR-review archival design doc, a prototype archiver tool, and an initial baseline archive run.
  • Documents intended schema elements to preserve review→fix→resolution structure for later training use.

Comment thread docs/BACKLOG.md
factory migrated hosts, the review substrate — which
this session has confirmed is the factory's primary
substantive-review layer per `memory/feedback_codex_as_
substantive_reviewer_teamwork_pattern_...` — would
Comment thread docs/BACKLOG.md
Comment on lines +6865 to +6870
**Composes with:** (a) `memory/project_factory_is_git_
native_github_first_host_hygiene_cadences_for_
frictionless_operation_2026_04_23.md` — the positioning
this row implements; (b) `memory/feedback_codex_as_
substantive_reviewer_teamwork_pattern_address_findings_
honestly_aaron_endorsed_2026_04_23.md` — reviewer
Comment thread docs/BACKLOG.md
frictionless_operation_2026_04_23.md` — the positioning
this row implements; (b) `memory/feedback_codex_as_
substantive_reviewer_teamwork_pattern_address_findings_
honestly_aaron_endorsed_2026_04_23.md` — reviewer
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