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docs: update SELF_LEARNING_V0.md with Release 2 status + Release 2.5

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Mark Release 2 (Review Army) as in-progress. Add Release 2.5 for
deferred expansions (E1 adaptive gating, E3 test stubs, E5 cross-review
dedup, E7 specialist tracking).
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Garry Tan
2026-03-30 19:52:52 -07:00
parent aca352072c
commit 5e6225374e
1 changed files with 29 additions and 5 deletions
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docs/designs/SELF_LEARNING_V0.md
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@@ -91,11 +91,35 @@ gstack-review-log pattern.
**Headline:** 10 specialist reviewers on every PR.
What ships:
- Parallel review agents: always-on (correctness, testing, maintainability) +
conditional (security, performance, API, data-migrations, reliability) +
stack-specific (Rails, TypeScript, Python, frontend-races)
- Red team reviewer activated for large diffs and high-risk domains
- Structured findings with confidence scores + merge/dedup across agents
- 7 parallel specialist subagents: always-on (testing, maintainability) +
conditional (security, performance, data-migration, API contract, design) +
red team (large diffs / critical findings)
- JSON-structured findings with confidence scores + fingerprint dedup across agents
- PR quality score (0-10) logged per review + /retro trending (E2)
- Learning-informed specialist prompts — past pitfalls injected per domain (E4)
- Multi-specialist consensus highlighting — confirmed findings get boosted (E6)
- Enhanced Delivery Integrity via PLAN_COMPLETION_AUDIT — investigation depth,
commit message fallback, plan-file learnings logging
- Checklist refactored: CRITICAL categories stay in main pass, specialist
categories extracted to focused checklists in review/specialists/
### Release 2.5: "Review Army Expansions" (v0.15.x)
**Headline:** Ship after R2 proves stable. Check in on how the core loop is performing.
Pre-check: review R2 quality metrics (PR quality scores, specialist hit rates,
false positive rates, E2E test stability). If core loop has issues, fix those first.
What ships:
- E1: Adaptive specialist gating — auto-skip specialists with 0-finding track record.
Store per-project hit rates via gstack-learnings-log. User can force with --security etc.
- E3: Test stub generation — each specialist outputs TEST_STUB alongside findings.
Framework detected from project (Jest/Vitest/RSpec/pytest/Go test).
Flows into Fix-First: AUTO-FIX applies fix + creates test file.
- E5: Cross-review finding dedup — read gstack-review-read for prior review entries.
Suppress findings matching a prior user-skipped finding.
- E7: Specialist performance tracking — log per-specialist metrics via gstack-review-log.
/retro integration: "Top finding specialist: Performance (7 findings)."
### Release 3: "Smart Ceremony" (v0.16)