Codex Panel A/B (contributor instrument — verdict decided)
SkillSecurityRun an A/B codex review experiment — holistic codex review vs 3 focused dimension passes (security, ecto, liveview) on the branch diff, classify findings, report a panel-value verdict. Use when the branch is fresh, before any codex review runs.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Codex Panel A/B (contributor instrument — verdict decided) skill
What this skill tells your AI
The instructions your AI receives, as published by oliver-kriska/claude-elixir-phoenix in .claude/skills/codex-ab/SKILL.md and read by ahel’s review.
Answer one question with evidence: do dimension-focused codex passes find
real issues that one holistic codex exec review misses? Runs both on the
same diff, then classifies every focused finding against the holistic pass.
DECIDED 2026-07-10 after 4 runs (2 fresh): panel KILLED. Fresh-only 1 real miss / 1 false positive plus one zero-value run at 4× cost — real misses did not outnumber FPs. Kept as contributor tooling (NOT distributed) for one possible retest: a UI-heavy diff with a single extra liveview-focused pass (2× cost). Scoreboard:
.claude/research/2026-07-03-codex-review-integration.md§7.
Usage
/codex-ab # A/B against main (~5 min, 4 codex runs)
/codex-ab develop # explicit base branch
Iron Laws
- FRESH DIFF ONLY — ask the user to confirm this branch has NOT been
codex-reviewed yet (cloud or
/phx:codex-loop). A drained diff returns NO FINDINGS everywhere and proves nothing — wasted quota - Verify every REAL MISS in the code before counting it — a focused finding only scores if the issue actually exists at that file:line
- Read ONLY the findings
.mdfiles — streams are diverted to.logfiles; never cat a log into context (10k+ lines each) - Exactly 4 codex runs, never re-run dimensions — bounded quota
- Persist the verdict — an unrecorded experiment is wasted quota
Workflow
Step 1: Preflight
Run command -v codex — missing → STOP with install hint. Then:
git status --shortdirty → warn (codex flags local dirt as findings)- Ask: "Has codex already reviewed this branch (PR review or codex-loop)?" If yes → STOP, explain the fresh-diff requirement (Iron Law 1)
Step 2: Run the A/B (background, ~5 min)
bash ${CLAUDE_SKILL_DIR}/scripts/codex-panel-ab.sh {base} \
.claude/reviews/codex-ab-$(date +%Y-%m-%d-%H%M)
Use run_in_background — it runs 1 holistic codex exec review + 3
focused codex exec workers (security / ecto / liveview) in parallel,
all streams redirected. Do other work or wait; never poll.
Step 3: Classify
Read the 4 findings files (holistic.md, security.md, ecto.md,
liveview.md — small). For EACH focused finding:
| Class | Meaning | Test |
|---|---|---|
| DUPLICATE | Holistic already found it | Same file + same defect |
| REAL MISS | Genuine issue holistic missed | Read the code at file:line — defect confirmed (Iron Law 2) |
| FALSE POSITIVE | Manufactured, pre-existing, or wrong | Code check fails, or issue exists on base branch too |
Step 4: Verdict
Present:
## Codex Panel A/B — {branch} vs {base}
| dimension | findings | duplicate | real miss | false positive |
Holistic-only findings: {n}
Verdict this run: {REAL MISS count} real miss vs {FP count} false positive
Decision rule: build --codex-panel only if real misses outnumber false
positives across 2-3 fresh branches.
Write the verdict table to .claude/reviews/codex-ab-{date}/VERDICT.md.
Suggest repeating on the next 1–2 fresh branches before deciding.
Integration
fresh branch → /codex-ab (YOU ARE HERE) → verdict logged
├─ real misses win across runs → build /phx:review --codex-panel
└─ duplicates/FPs win → keep holistic /phx:codex-loop, drop panel idea
└─ OUTCOME 2026-07-10: this branch won — panel dropped
References
${CLAUDE_SKILL_DIR}/scripts/codex-panel-ab.sh— the 4-run harness- Related:
/phx:codex-loop(holistic fix loop),/phx:review --codex
Signals
- GitHub stars
- 543
- Forks
- 38
- Last commit
- Sep 2026
Advanced
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codex-ab- Source
- github.com/oliver-kriska/claude-elixir-phoenix